diff --git a/Cargo.lock b/Cargo.lock
index 0a5b76d04..37dbd57f7 100644
--- a/Cargo.lock
+++ b/Cargo.lock
@@ -1,6 +1,6 @@
 # This file is automatically @generated by Cargo.
 # It is not intended for manual editing.
-version = 4
+version = 3
 
 [[package]]
 name = "accessory"
@@ -11,7 +11,7 @@ dependencies = [
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  "proc-macro2",
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- "syn 2.0.116",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -194,7 +194,7 @@ dependencies = [
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  "proc-macro2",
  "quote",
- "syn 2.0.116",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -280,9 +280,9 @@ dependencies = [
 
 [[package]]
 name = "async-compression"
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 dependencies = [
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@@ -361,7 +361,7 @@ checksum = "c7c24de15d275a1ecfd47a380fb4d5ec9bfe0933f309ed5e705b775596a3574d"
 dependencies = [
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+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -372,7 +372,7 @@ checksum = "9035ad2d096bed7955a320ee7e2230574d28fd3c3a0f186cbea1ff3c7eed5dbb"
 dependencies = [
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- "syn 2.0.116",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -389,9 +389,9 @@ dependencies = [
 
 [[package]]
 name = "async-wsocket"
-version = "0.13.1"
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 dependencies = [
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@@ -426,9 +426,9 @@ checksum = "c08606f8c3cbf4ce6ec8e28fb0014a2c086708fe954eaa885384a6165172e7e8"
 
 [[package]]
 name = "aws-lc-rs"
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+checksum = "d9a7b350e3bb1767102698302bc37256cbd48422809984b98d292c40e2579aa9"
 dependencies = [
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@@ -508,7 +508,7 @@ checksum = "604fde5e028fea851ce1d8570bbdc034bec850d157f7569d10f347d06808c05c"
 dependencies = [
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  "quote",
- "syn 2.0.116",
+ "syn 2.0.117",
 ]
 
 [[package]]
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 dependencies = [
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- "syn 2.0.116",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -700,9 +700,9 @@ dependencies = [
 
 [[package]]
 name = "bumpalo"
-version = "3.19.1"
+version = "3.20.2"
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+checksum = "5d20789868f4b01b2f2caec9f5c4e0213b41e3e5702a50157d699ae31ced2fcb"
 dependencies = [
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@@ -730,7 +730,7 @@ checksum = "f9abbd1bc6865053c427f7198e6af43bfdedc55ab791faed4fbd361d789575ff"
 dependencies = [
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- "syn 2.0.116",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -920,9 +920,9 @@ dependencies = [
 
 [[package]]
 name = "chrono"
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+version = "0.4.44"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "fac4744fb15ae8337dc853fee7fb3f4e48c0fbaa23d0afe49c447b4fab126118"
+checksum = "c673075a2e0e5f4a1dde27ce9dee1ea4558c7ffe648f576438a20ca1d2acc4b0"
 dependencies = [
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@@ -1030,7 +1030,7 @@ dependencies = [
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- "syn 2.0.116",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -1493,7 +1493,7 @@ checksum = "f46882e17999c6cc590af592290432be3bce0428cb0d5f8b6715e4dc7b383eb3"
 dependencies = [
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+ "syn 2.0.117",
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 [[package]]
@@ -1517,7 +1517,7 @@ dependencies = [
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  "quote",
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- "syn 2.0.116",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -1528,7 +1528,7 @@ checksum = "fc34b93ccb385b40dc71c6fceac4b2ad23662c7eeb248cf10d529b7e055b6ead"
 dependencies = [
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+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -1619,7 +1619,7 @@ dependencies = [
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  "proc-macro2",
  "quote",
- "syn 2.0.116",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -1633,7 +1633,7 @@ dependencies = [
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- "syn 2.0.116",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -1648,9 +1648,9 @@ dependencies = [
 
 [[package]]
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@@ -1692,7 +1692,7 @@ checksum = "cb7330aeadfbe296029522e6c40f315320aba36fc43a5b3632f3795348f3bd22"
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 [[package]]
@@ -1704,7 +1704,7 @@ dependencies = [
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+ "syn 2.0.117",
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+ "syn 2.0.117",
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 [[package]]
@@ -2122,7 +2122,7 @@ dependencies = [
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+ "syn 2.0.117",
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 [[package]]
@@ -2323,7 +2323,7 @@ checksum = "e835b70203e41293343137df5c0664546da5745f82ec9b84d40be8336958447b"
 dependencies = [
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+ "syn 2.0.117",
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 [[package]]
@@ -2563,7 +2563,7 @@ checksum = "149e3ea90eb5a26ad354cfe3cb7f7401b9329032d0235f2687d03a35f30e5d4c"
 dependencies = [
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- "syn 2.0.116",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -2638,17 +2638,17 @@ dependencies = [
 
 [[package]]
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-version = "2.6.4"
+version = "2.6.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "565dd4c730b8f8b2c0fb36df6be12e5470ae10895ddcc4e9dcfbfb495de202b0"
+checksum = "d1b71e1f4791fb9e93b9d7ee03d70b501ab48f6151432fbcadeabc30fe15396e"
 dependencies = [
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  "cc",
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- "nix 0.27.1",
+ "nix 0.30.1",
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- "windows-sys 0.48.0",
+ "windows-sys 0.61.2",
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 [[package]]
@@ -2984,7 +2984,7 @@ checksum = "1ec89e9337638ecdc08744df490b221a7399bf8d164eb52a665454e60e075ad6"
 dependencies = [
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+ "syn 2.0.117",
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@@ -3104,7 +3104,7 @@ checksum = "0ab604ee7085efba6efc65e4ebca0e9533e3aff6cb501d7d77b211e3a781c6d5"
 dependencies = [
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+ "syn 2.0.117",
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 [[package]]
@@ -3281,9 +3281,9 @@ dependencies = [
 
 [[package]]
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+version = "0.3.91"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8c942ebf8e95485ca0d52d97da7c5a2c387d0e7f0ba4c35e93bfcaee045955b3"
+checksum = "b49715b7073f385ba4bc528e5747d02e66cb39c6146efb66b781f131f0fb399c"
 dependencies = [
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@@ -3548,7 +3548,7 @@ dependencies = [
  "proc-macro2",
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- "syn 2.0.116",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -3560,7 +3560,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "sealed",
- "syn 2.0.116",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -3573,7 +3573,7 @@ dependencies = [
  "macroific_core",
  "proc-macro2",
  "quote",
- "syn 2.0.116",
+ "syn 2.0.117",
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@@ -3610,7 +3610,7 @@ checksum = "ac84fd3f360fcc43dc5f5d186f02a94192761a080e8bc58621ad4d12296a58cf"
 dependencies = [
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+ "syn 2.0.117",
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 [[package]]
@@ -3648,7 +3648,7 @@ dependencies = [
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  "proc-macro2",
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- "syn 2.0.116",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -3917,7 +3917,7 @@ dependencies = [
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  "quote",
- "syn 2.0.116",
+ "syn 2.0.117",
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 [[package]]
@@ -3976,7 +3976,7 @@ checksum = "db5b29714e950dbb20d5e6f74f9dcec4edbcc1067bb7f8ed198c097b8c1a818b"
 dependencies = [
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+ "syn 2.0.117",
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 [[package]]
@@ -4116,17 +4116,6 @@ dependencies = [
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-source = "registry+https://github.com/rust-lang/crates.io-index"
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-dependencies = [
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- "cfg-if",
- "libc",
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-
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@@ -4712,29 +4701,29 @@ dependencies = [
 
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+version = "1.1.11"
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 [[package]]
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+ "syn 2.0.117",
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 [[package]]
@@ -5100,7 +5089,7 @@ dependencies = [
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- "syn 2.0.116",
+ "syn 2.0.117",
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 [[package]]
@@ -5113,7 +5102,7 @@ dependencies = [
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- "syn 2.0.116",
+ "syn 2.0.117",
 ]
 
 [[package]]
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 [[package]]
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 source = "registry+https://github.com/rust-lang/crates.io-index"
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@@ -5477,7 +5466,7 @@ checksum = "b7186006dcb21920990093f30e3dea63b7d6e977bf1256be20c3563a5db070da"
 dependencies = [
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+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -5519,9 +5508,9 @@ dependencies = [
 
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+version = "0.8.10"
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+checksum = "dc897dd8d9e8bd1ed8cdad82b5966c3e0ecae09fb1907d58efaa013543185d0a"
 
 [[package]]
 name = "reqwest"
@@ -5765,7 +5754,7 @@ dependencies = [
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+ "syn 2.0.117",
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@@ -5819,7 +5808,7 @@ dependencies = [
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- "syn 2.0.116",
+ "syn 2.0.117",
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@@ -5886,9 +5875,9 @@ dependencies = [
 
 [[package]]
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 dependencies = [
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@@ -6026,7 +6015,7 @@ dependencies = [
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  "serde_derive_internals",
- "syn 2.0.116",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -6061,7 +6050,7 @@ checksum = "22f968c5ea23d555e670b449c1c5e7b2fc399fdaec1d304a17cd48e288abc107"
 dependencies = [
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+ "syn 2.0.117",
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 [[package]]
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 [[package]]
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+version = "3.7.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
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+checksum = "b7f4bc775c73d9a02cde8bf7b2ec4c9d12743edf609006c7facc23998404cd1d"
 dependencies = [
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@@ -6099,9 +6088,9 @@ dependencies = [
 
 [[package]]
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 dependencies = [
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@@ -6180,7 +6169,7 @@ checksum = "d540f220d3187173da220f885ab66608367b6574e925011a9353e4badda91d79"
 dependencies = [
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- "syn 2.0.116",
+ "syn 2.0.117",
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 [[package]]
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 dependencies = [
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+ "syn 2.0.117",
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 [[package]]
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 source = "registry+https://github.com/rust-lang/crates.io-index"
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@@ -6365,9 +6354,9 @@ dependencies = [
 
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 dependencies = [
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@@ -6563,7 +6552,7 @@ dependencies = [
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+ "syn 2.0.117",
 ]
 
 [[package]]
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 [[package]]
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@@ -6611,7 +6600,7 @@ checksum = "728a70f3dbaf5bab7f0c4b1ac8d7ae5ea60a4b5549c8a5914361c99147a709d2"
 dependencies = [
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+ "syn 2.0.117",
 ]
 
 [[package]]
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 dependencies = [
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+ "syn 2.0.117",
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 [[package]]
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 dependencies = [
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 [[package]]
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 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.116",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -7072,9 +7061,9 @@ checksum = "ab16f14aed21ee8bfd8ec22513f7287cd4a91aa92e44edfe2c17ddd004e92607"
 
 [[package]]
 name = "tonic"
-version = "0.14.4"
+version = "0.14.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "7f32a6f80051a4111560201420c7885d0082ba9efe2ab61875c587bb6b18b9a0"
+checksum = "fec7c61a0695dc1887c1b53952990f3ad2e3a31453e1f49f10e75424943a93ec"
 dependencies = [
  "async-trait",
  "base64",
@@ -7093,9 +7082,9 @@ dependencies = [
 
 [[package]]
 name = "tonic-prost"
-version = "0.14.4"
+version = "0.14.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9f86539c0089bfd09b1f8c0ab0239d80392af74c21bc9e0f15e1b4aca4c1647f"
+checksum = "a55376a0bbaa4975a3f10d009ad763d8f4108f067c7c2e74f3001fb49778d309"
 dependencies = [
  "bytes",
  "prost 0.14.3",
@@ -7171,7 +7160,7 @@ checksum = "7490cfa5ec963746568740651ac6781f701c9c5ea257c58e057f3ba8cf69e8da"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.116",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -7296,7 +7285,7 @@ checksum = "076a02dc54dd46795c2e9c8282ed40bcfb1e22747e955de9389a1de28190fb26"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.116",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -7359,9 +7348,9 @@ checksum = "5c1cb5db39152898a79168971543b1cb5020dff7fe43c8dc468b0885f5e29df5"
 
 [[package]]
 name = "unicode-ident"
-version = "1.0.23"
+version = "1.0.24"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "537dd038a89878be9b64dd4bd1b260315c1bb94f4d784956b81e27a088d9a09e"
+checksum = "e6e4313cd5fcd3dad5cafa179702e2b244f760991f45397d14d4ebf38247da75"
 
 [[package]]
 name = "unicode-normalization"
@@ -7678,7 +7667,7 @@ checksum = "75c03f610c9bc960e653d5d6d2a4cced9013bedbe5e6e8948787bbd418e4137c"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.116",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -7844,9 +7833,9 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen"
-version = "0.2.108"
+version = "0.2.114"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "64024a30ec1e37399cf85a7ffefebdb72205ca1c972291c51512360d90bd8566"
+checksum = "6532f9a5c1ece3798cb1c2cfdba640b9b3ba884f5db45973a6f442510a87d38e"
 dependencies = [
  "cfg-if",
  "once_cell",
@@ -7857,9 +7846,9 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-futures"
-version = "0.4.58"
+version = "0.4.64"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "70a6e77fd0ae8029c9ea0063f87c46fde723e7d887703d74ad2616d792e51e6f"
+checksum = "e9c5522b3a28661442748e09d40924dfb9ca614b21c00d3fd135720e48b67db8"
 dependencies = [
  "cfg-if",
  "futures-util",
@@ -7871,9 +7860,9 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-macro"
-version = "0.2.108"
+version = "0.2.114"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "008b239d9c740232e71bd39e8ef6429d27097518b6b30bdf9086833bd5b6d608"
+checksum = "18a2d50fcf105fb33bb15f00e7a77b772945a2ee45dcf454961fd843e74c18e6"
 dependencies = [
  "quote",
  "wasm-bindgen-macro-support",
@@ -7881,22 +7870,22 @@ dependencies = [
 
 [[package]]
 name = "wasm-bindgen-macro-support"
-version = "0.2.108"
+version = "0.2.114"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "5256bae2d58f54820e6490f9839c49780dff84c65aeab9e772f15d5f0e913a55"
+checksum = "03ce4caeaac547cdf713d280eda22a730824dd11e6b8c3ca9e42247b25c631e3"
 dependencies = [
  "bumpalo",
  "proc-macro2",
  "quote",
- "syn 2.0.116",
+ "syn 2.0.117",
  "wasm-bindgen-shared",
 ]
 
 [[package]]
 name = "wasm-bindgen-shared"
-version = "0.2.108"
+version = "0.2.114"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "1f01b580c9ac74c8d8f0c0e4afb04eeef2acf145458e52c03845ee9cd23e3d12"
+checksum = "75a326b8c223ee17883a4251907455a2431acc2791c98c26279376490c378c16"
 dependencies = [
  "unicode-ident",
 ]
@@ -8136,7 +8125,7 @@ dependencies = [
  "anyhow",
  "proc-macro2",
  "quote",
- "syn 2.0.116",
+ "syn 2.0.117",
  "wasmtime-component-util",
  "wasmtime-wit-bindgen",
  "wit-parser 0.221.3",
@@ -8239,7 +8228,7 @@ checksum = "1e91092e6cf77390eeccee273846a9327f3e8f91c3c6280f60f37809f0e62d29"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.116",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -8334,9 +8323,9 @@ dependencies = [
 
 [[package]]
 name = "web-sys"
-version = "0.3.85"
+version = "0.3.91"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "312e32e551d92129218ea9a2452120f4aabc03529ef03e4d0d82fb2780608598"
+checksum = "854ba17bb104abfb26ba36da9729addc7ce7f06f5c0f90f3c391f8461cca21f9"
 dependencies = [
  "js-sys",
  "wasm-bindgen",
@@ -8459,7 +8448,7 @@ dependencies = [
  "proc-macro2",
  "quote",
  "shellexpand 2.1.2",
- "syn 2.0.116",
+ "syn 2.0.117",
  "witx",
 ]
 
@@ -8471,7 +8460,7 @@ checksum = "e882267ac583e013a38a5aaeb83a49b219456ba3aa6e6772440f7213b176e8ff"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.116",
+ "syn 2.0.117",
  "wiggle-generate",
 ]
 
@@ -8550,7 +8539,7 @@ checksum = "053e2e040ab57b9dc951b72c264860db7eb3b0200ba345b4e4c3b14f67855ddf"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.116",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -8561,7 +8550,7 @@ checksum = "3f316c4a2570ba26bbec722032c4099d8c8bc095efccdc15688708623367e358"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.116",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -8588,15 +8577,6 @@ dependencies = [
  "windows-link",
 ]
 
-[[package]]
-name = "windows-sys"
-version = "0.48.0"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "677d2418bec65e3338edb076e806bc1ec15693c5d0104683f2efe857f61056a9"
-dependencies = [
- "windows-targets 0.48.5",
-]
-
 [[package]]
 name = "windows-sys"
 version = "0.52.0"
@@ -8633,21 +8613,6 @@ dependencies = [
  "windows-link",
 ]
 
-[[package]]
-name = "windows-targets"
-version = "0.48.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "9a2fa6e2155d7247be68c096456083145c183cbbbc2764150dda45a87197940c"
-dependencies = [
- "windows_aarch64_gnullvm 0.48.5",
- "windows_aarch64_msvc 0.48.5",
- "windows_i686_gnu 0.48.5",
- "windows_i686_msvc 0.48.5",
- "windows_x86_64_gnu 0.48.5",
- "windows_x86_64_gnullvm 0.48.5",
- "windows_x86_64_msvc 0.48.5",
-]
-
 [[package]]
 name = "windows-targets"
 version = "0.52.6"
@@ -8681,12 +8646,6 @@ dependencies = [
  "windows_x86_64_msvc 0.53.1",
 ]
 
-[[package]]
-name = "windows_aarch64_gnullvm"
-version = "0.48.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "2b38e32f0abccf9987a4e3079dfb67dcd799fb61361e53e2882c3cbaf0d905d8"
-
 [[package]]
 name = "windows_aarch64_gnullvm"
 version = "0.52.6"
@@ -8699,12 +8658,6 @@ version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a9d8416fa8b42f5c947f8482c43e7d89e73a173cead56d044f6a56104a6d1b53"
 
-[[package]]
-name = "windows_aarch64_msvc"
-version = "0.48.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "dc35310971f3b2dbbf3f0690a219f40e2d9afcf64f9ab7cc1be722937c26b4bc"
-
 [[package]]
 name = "windows_aarch64_msvc"
 version = "0.52.6"
@@ -8717,12 +8670,6 @@ version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "b9d782e804c2f632e395708e99a94275910eb9100b2114651e04744e9b125006"
 
-[[package]]
-name = "windows_i686_gnu"
-version = "0.48.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "a75915e7def60c94dcef72200b9a8e58e5091744960da64ec734a6c6e9b3743e"
-
 [[package]]
 name = "windows_i686_gnu"
 version = "0.52.6"
@@ -8747,12 +8694,6 @@ version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "fa7359d10048f68ab8b09fa71c3daccfb0e9b559aed648a8f95469c27057180c"
 
-[[package]]
-name = "windows_i686_msvc"
-version = "0.48.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "8f55c233f70c4b27f66c523580f78f1004e8b5a8b659e05a4eb49d4166cca406"
-
 [[package]]
 name = "windows_i686_msvc"
 version = "0.52.6"
@@ -8765,12 +8706,6 @@ version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1e7ac75179f18232fe9c285163565a57ef8d3c89254a30685b57d83a38d326c2"
 
-[[package]]
-name = "windows_x86_64_gnu"
-version = "0.48.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "53d40abd2583d23e4718fddf1ebec84dbff8381c07cae67ff7768bbf19c6718e"
-
 [[package]]
 name = "windows_x86_64_gnu"
 version = "0.52.6"
@@ -8783,12 +8718,6 @@ version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9c3842cdd74a865a8066ab39c8a7a473c0778a3f29370b5fd6b4b9aa7df4a499"
 
-[[package]]
-name = "windows_x86_64_gnullvm"
-version = "0.48.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "0b7b52767868a23d5bab768e390dc5f5c55825b6d30b86c844ff2dc7414044cc"
-
 [[package]]
 name = "windows_x86_64_gnullvm"
 version = "0.52.6"
@@ -8801,12 +8730,6 @@ version = "0.53.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0ffa179e2d07eee8ad8f57493436566c7cc30ac536a3379fdf008f47f6bb7ae1"
 
-[[package]]
-name = "windows_x86_64_msvc"
-version = "0.48.5"
-source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "ed94fce61571a4006852b7389a063ab983c02eb1bb37b47f8272ce92d06d9538"
-
 [[package]]
 name = "windows_x86_64_msvc"
 version = "0.52.6"
@@ -8906,7 +8829,7 @@ dependencies = [
  "heck",
  "indexmap",
  "prettyplease",
- "syn 2.0.116",
+ "syn 2.0.117",
  "wasm-metadata",
  "wit-bindgen-core",
  "wit-component",
@@ -8922,7 +8845,7 @@ dependencies = [
  "prettyplease",
  "proc-macro2",
  "quote",
- "syn 2.0.116",
+ "syn 2.0.117",
  "wit-bindgen-core",
  "wit-bindgen-rust",
 ]
@@ -9083,7 +9006,7 @@ checksum = "2380878cad4ac9aac1e2435f3eb4020e8374b5f13c296cb75b4620ff8e229154"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.116",
+ "syn 2.0.117",
  "synstructure",
 ]
 
@@ -9095,7 +9018,7 @@ checksum = "b659052874eb698efe5b9e8cf382204678a0086ebf46982b79d6ca3182927e5d"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.116",
+ "syn 2.0.117",
  "synstructure",
 ]
 
@@ -9164,7 +9087,7 @@ dependencies = [
  "serde_ignored",
  "serde_json",
  "sha2",
- "shellexpand 3.1.1",
+ "shellexpand 3.1.2",
  "tempfile",
  "thiserror 2.0.18",
  "tokio",
@@ -9219,22 +9142,22 @@ dependencies = [
 
 [[package]]
 name = "zerocopy"
-version = "0.8.39"
+version = "0.8.40"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "db6d35d663eadb6c932438e763b262fe1a70987f9ae936e60158176d710cae4a"
+checksum = "a789c6e490b576db9f7e6b6d661bcc9799f7c0ac8352f56ea20193b2681532e5"
 dependencies = [
  "zerocopy-derive",
 ]
 
 [[package]]
 name = "zerocopy-derive"
-version = "0.8.39"
+version = "0.8.40"
 source = "registry+https://github.com/rust-lang/crates.io-index"
-checksum = "4122cd3169e94605190e77839c9a40d40ed048d305bfdc146e7df40ab0f3e517"
+checksum = "f65c489a7071a749c849713807783f70672b28094011623e200cb86dcb835953"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.116",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -9254,7 +9177,7 @@ checksum = "d71e5d6e06ab090c67b5e44993ec16b72dcbaabc526db883a360057678b48502"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.116",
+ "syn 2.0.117",
  "synstructure",
 ]
 
@@ -9275,7 +9198,7 @@ checksum = "85a5b4158499876c763cb03bc4e49185d3cccbabb15b33c627f7884f43db852e"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.116",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -9319,7 +9242,7 @@ checksum = "6eafa6dfb17584ea3e2bd6e76e0cc15ad7af12b09abdd1ca55961bed9b1063c6"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.116",
+ "syn 2.0.117",
 ]
 
 [[package]]
@@ -9330,7 +9253,7 @@ checksum = "eadce39539ca5cb3985590102671f2567e659fca9666581ad3411d59207951f3"
 dependencies = [
  "proc-macro2",
  "quote",
- "syn 2.0.116",
+ "syn 2.0.117",
 ]
 
 [[package]]
diff --git a/src/config/mod.rs b/src/config/mod.rs
index cb5acb468..a5442c39d 100644
--- a/src/config/mod.rs
+++ b/src/config/mod.rs
@@ -8,6 +8,7 @@ pub use schema::{
     AgentConfig, AgentsIpcConfig, AuditConfig, AutonomyConfig, BrowserComputerUseConfig,
     BrowserConfig, BuiltinHooksConfig, ChannelsConfig, ClassificationRule, ComposioConfig, Config,
     CoordinationConfig, CostConfig, CronConfig, DelegateAgentConfig, DiscordConfig,
+    EconomicConfig, EconomicTokenPricing,
     DockerRuntimeConfig, EmbeddingRouteConfig, EstopConfig, FeishuConfig, GatewayConfig,
     GroupReplyConfig, GroupReplyMode, HardwareConfig, HardwareTransport, HeartbeatConfig,
     HooksConfig, HttpRequestConfig, IMessageConfig, IdentityConfig, LarkConfig, MatrixConfig,
diff --git a/src/config/schema.rs b/src/config/schema.rs
index a78596048..59570659e 100644
--- a/src/config/schema.rs
+++ b/src/config/schema.rs
@@ -237,6 +237,11 @@ pub struct Config {
     #[serde(default)]
     pub cost: CostConfig,
 
+    /// Economic agent survival tracking (`[economic]`).
+    /// Tracks balance, token costs, work income, and survival status.
+    #[serde(default)]
+    pub economic: EconomicConfig,
+
     /// Peripheral board configuration for hardware integration (`[peripherals]`).
     #[serde(default)]
     pub peripherals: PeripheralsConfig,
@@ -1133,6 +1138,83 @@ pub struct PeripheralBoardConfig {
     pub baud: u32,
 }
 
+// ── Economic Agent Config ─────────────────────────────────────────
+
+/// Token pricing configuration for economic tracking.
+#[derive(Debug, Clone, Serialize, Deserialize, JsonSchema)]
+pub struct EconomicTokenPricing {
+    /// Price per million input tokens (USD)
+    #[serde(default = "default_input_price")]
+    pub input_price_per_million: f64,
+    /// Price per million output tokens (USD)
+    #[serde(default = "default_output_price")]
+    pub output_price_per_million: f64,
+}
+
+fn default_input_price() -> f64 {
+    3.0 // Claude Sonnet 4 input price
+}
+
+fn default_output_price() -> f64 {
+    15.0 // Claude Sonnet 4 output price
+}
+
+impl Default for EconomicTokenPricing {
+    fn default() -> Self {
+        Self {
+            input_price_per_million: default_input_price(),
+            output_price_per_million: default_output_price(),
+        }
+    }
+}
+
+/// Economic agent survival tracking configuration (`[economic]` section).
+///
+/// Implements the ClawWork economic model for AI agents, tracking
+/// balance, costs, income, and survival status.
+#[derive(Debug, Clone, Serialize, Deserialize, JsonSchema)]
+pub struct EconomicConfig {
+    /// Enable economic tracking (default: false)
+    #[serde(default)]
+    pub enabled: bool,
+
+    /// Starting balance in USD (default: 1000.0)
+    #[serde(default = "default_initial_balance")]
+    pub initial_balance: f64,
+
+    /// Token pricing configuration
+    #[serde(default)]
+    pub token_pricing: EconomicTokenPricing,
+
+    /// Minimum evaluation score (0.0-1.0) to receive payment (default: 0.6)
+    #[serde(default = "default_min_evaluation_threshold")]
+    pub min_evaluation_threshold: f64,
+
+    /// Data directory for economic state persistence (relative to workspace)
+    #[serde(default)]
+    pub data_path: Option<String>,
+}
+
+fn default_initial_balance() -> f64 {
+    1000.0
+}
+
+fn default_min_evaluation_threshold() -> f64 {
+    0.6
+}
+
+impl Default for EconomicConfig {
+    fn default() -> Self {
+        Self {
+            enabled: false,
+            initial_balance: default_initial_balance(),
+            token_pricing: EconomicTokenPricing::default(),
+            min_evaluation_threshold: default_min_evaluation_threshold(),
+            data_path: None,
+        }
+    }
+}
+
 fn default_peripheral_transport() -> String {
     "serial".into()
 }
@@ -5116,6 +5198,7 @@ impl Default for Config {
             proxy: ProxyConfig::default(),
             identity: IdentityConfig::default(),
             cost: CostConfig::default(),
+            economic: EconomicConfig::default(),
             peripherals: PeripheralsConfig::default(),
             agents: HashMap::new(),
             coordination: CoordinationConfig::default(),
@@ -7747,6 +7830,7 @@ default_temperature = 0.7
             agent: AgentConfig::default(),
             identity: IdentityConfig::default(),
             cost: CostConfig::default(),
+            economic: EconomicConfig::default(),
             peripherals: PeripheralsConfig::default(),
             agents: HashMap::new(),
             hooks: HooksConfig::default(),
@@ -8118,6 +8202,7 @@ tool_dispatcher = "xml"
             agent: AgentConfig::default(),
             identity: IdentityConfig::default(),
             cost: CostConfig::default(),
+            economic: EconomicConfig::default(),
             peripherals: PeripheralsConfig::default(),
             agents: HashMap::new(),
             hooks: HooksConfig::default(),
diff --git a/src/economic/classifier.rs b/src/economic/classifier.rs
new file mode 100644
index 000000000..0db6bc7df
--- /dev/null
+++ b/src/economic/classifier.rs
@@ -0,0 +1,724 @@
+//! Task Classifier for ZeroClaw Economic Agents
+//!
+//! Classifies work instructions into 44 BLS occupations with wage data
+//! to estimate task value for agent economics.
+//!
+//! ## Overview
+//!
+//! The classifier matches task instructions to standardized occupation
+//! categories using keyword matching and heuristics, then calculates
+//! expected payment based on BLS hourly wage data.
+//!
+//! ## Example
+//!
+//! ```rust,ignore
+//! use zeroclaw::economic::classifier::{TaskClassifier, OccupationCategory};
+//!
+//! let classifier = TaskClassifier::new();
+//! let result = classifier.classify("Write a REST API in Rust").await?;
+//!
+//! println!("Occupation: {}", result.occupation);
+//! println!("Hourly wage: ${:.2}", result.hourly_wage);
+//! println!("Estimated hours: {:.2}", result.estimated_hours);
+//! println!("Max payment: ${:.2}", result.max_payment);
+//! ```
+
+use serde::{Deserialize, Serialize};
+use std::collections::HashMap;
+
+/// Occupation category groupings based on BLS major groups
+#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, Serialize, Deserialize)]
+pub enum OccupationCategory {
+    /// Software, IT, engineering roles
+    TechnologyEngineering,
+    /// Finance, accounting, management, sales
+    BusinessFinance,
+    /// Medical, nursing, social work
+    HealthcareSocialServices,
+    /// Legal, media, operations, other professional
+    LegalMediaOperations,
+}
+
+impl OccupationCategory {
+    /// Returns a human-readable name for the category
+    pub fn display_name(&self) -> &'static str {
+        match self {
+            Self::TechnologyEngineering => "Technology & Engineering",
+            Self::BusinessFinance => "Business & Finance",
+            Self::HealthcareSocialServices => "Healthcare & Social Services",
+            Self::LegalMediaOperations => "Legal, Media & Operations",
+        }
+    }
+}
+
+/// A single occupation with BLS wage data
+#[derive(Debug, Clone, Serialize, Deserialize)]
+pub struct Occupation {
+    /// Official BLS occupation name
+    pub name: String,
+    /// Hourly wage in USD (BLS median)
+    pub hourly_wage: f64,
+    /// Category grouping
+    pub category: OccupationCategory,
+    /// Keywords for matching
+    #[serde(skip)]
+    pub keywords: Vec<&'static str>,
+}
+
+/// Result of classifying a task instruction
+#[derive(Debug, Clone, Serialize, Deserialize)]
+pub struct ClassificationResult {
+    /// Matched occupation name
+    pub occupation: String,
+    /// BLS hourly wage for this occupation
+    pub hourly_wage: f64,
+    /// Estimated hours to complete task
+    pub estimated_hours: f64,
+    /// Maximum payment (hours × wage)
+    pub max_payment: f64,
+    /// Classification confidence (0.0 - 1.0)
+    pub confidence: f64,
+    /// Category of the matched occupation
+    pub category: OccupationCategory,
+    /// Brief reasoning for the classification
+    pub reasoning: String,
+}
+
+/// Task classifier that maps instructions to BLS occupations
+#[derive(Debug)]
+pub struct TaskClassifier {
+    occupations: Vec<Occupation>,
+    keyword_index: HashMap<&'static str, Vec<usize>>,
+    fallback_occupation: String,
+    fallback_wage: f64,
+}
+
+impl Default for TaskClassifier {
+    fn default() -> Self {
+        Self::new()
+    }
+}
+
+impl TaskClassifier {
+    /// Create a new TaskClassifier with embedded BLS occupation data
+    pub fn new() -> Self {
+        let occupations = Self::load_occupations();
+        let keyword_index = Self::build_keyword_index(&occupations);
+
+        Self {
+            occupations,
+            keyword_index,
+            fallback_occupation: "General and Operations Managers".to_string(),
+            fallback_wage: 64.0,
+        }
+    }
+
+    /// Load all 44 BLS occupations with wage data
+    fn load_occupations() -> Vec<Occupation> {
+        use OccupationCategory::*;
+
+        vec![
+            // Technology & Engineering
+            Occupation {
+                name: "Software Developers".into(),
+                hourly_wage: 69.50,
+                category: TechnologyEngineering,
+                keywords: vec![
+                    "software", "code", "programming", "developer", "rust", "python",
+                    "javascript", "api", "backend", "frontend", "fullstack", "app",
+                    "application", "debug", "refactor", "implement", "algorithm",
+                ],
+            },
+            Occupation {
+                name: "Computer and Information Systems Managers".into(),
+                hourly_wage: 90.38,
+                category: TechnologyEngineering,
+                keywords: vec![
+                    "it manager", "cto", "tech lead", "infrastructure", "systems",
+                    "devops", "cloud", "architecture", "platform", "enterprise",
+                ],
+            },
+            Occupation {
+                name: "Industrial Engineers".into(),
+                hourly_wage: 51.87,
+                category: TechnologyEngineering,
+                keywords: vec![
+                    "industrial", "process", "optimization", "efficiency", "workflow",
+                    "manufacturing", "lean", "six sigma", "production",
+                ],
+            },
+            Occupation {
+                name: "Mechanical Engineers".into(),
+                hourly_wage: 52.92,
+                category: TechnologyEngineering,
+                keywords: vec![
+                    "mechanical", "cad", "solidworks", "machinery", "thermal",
+                    "hvac", "automotive", "robotics",
+                ],
+            },
+            // Business & Finance
+            Occupation {
+                name: "Accountants and Auditors".into(),
+                hourly_wage: 44.96,
+                category: BusinessFinance,
+                keywords: vec![
+                    "accounting", "audit", "tax", "bookkeeping", "financial statements",
+                    "gaap", "ledger", "reconciliation", "cpa",
+                ],
+            },
+            Occupation {
+                name: "Administrative Services Managers".into(),
+                hourly_wage: 60.59,
+                category: BusinessFinance,
+                keywords: vec![
+                    "administrative", "office manager", "facilities", "operations",
+                    "scheduling", "coordination",
+                ],
+            },
+            Occupation {
+                name: "Buyers and Purchasing Agents".into(),
+                hourly_wage: 39.29,
+                category: BusinessFinance,
+                keywords: vec![
+                    "procurement", "purchasing", "vendor", "supplier", "sourcing",
+                    "negotiation", "contracts",
+                ],
+            },
+            Occupation {
+                name: "Compliance Officers".into(),
+                hourly_wage: 40.86,
+                category: BusinessFinance,
+                keywords: vec![
+                    "compliance", "regulatory", "audit", "policy", "governance",
+                    "risk", "sox", "gdpr",
+                ],
+            },
+            Occupation {
+                name: "Financial Managers".into(),
+                hourly_wage: 86.76,
+                category: BusinessFinance,
+                keywords: vec![
+                    "cfo", "finance director", "treasury", "budget", "financial planning",
+                    "investment management",
+                ],
+            },
+            Occupation {
+                name: "Financial and Investment Analysts".into(),
+                hourly_wage: 56.01,
+                category: BusinessFinance,
+                keywords: vec![
+                    "financial analysis", "investment", "portfolio", "stock", "equity",
+                    "valuation", "modeling", "dcf", "market research",
+                ],
+            },
+            Occupation {
+                name: "General and Operations Managers".into(),
+                hourly_wage: 64.00,
+                category: BusinessFinance,
+                keywords: vec![
+                    "operations", "general manager", "director", "oversee", "manage",
+                    "strategy", "leadership", "business",
+                ],
+            },
+            Occupation {
+                name: "Market Research Analysts and Marketing Specialists".into(),
+                hourly_wage: 41.58,
+                category: BusinessFinance,
+                keywords: vec![
+                    "market research", "marketing", "campaign", "branding", "seo",
+                    "advertising", "analytics", "customer", "segment",
+                ],
+            },
+            Occupation {
+                name: "Personal Financial Advisors".into(),
+                hourly_wage: 77.02,
+                category: BusinessFinance,
+                keywords: vec![
+                    "financial advisor", "wealth", "retirement", "401k", "ira",
+                    "estate planning", "insurance",
+                ],
+            },
+            Occupation {
+                name: "Project Management Specialists".into(),
+                hourly_wage: 51.97,
+                category: BusinessFinance,
+                keywords: vec![
+                    "project manager", "pmp", "agile", "scrum", "sprint", "milestone",
+                    "timeline", "stakeholder", "deliverable",
+                ],
+            },
+            Occupation {
+                name: "Property, Real Estate, and Community Association Managers".into(),
+                hourly_wage: 39.77,
+                category: BusinessFinance,
+                keywords: vec![
+                    "property", "real estate", "landlord", "tenant", "lease",
+                    "hoa", "community",
+                ],
+            },
+            Occupation {
+                name: "Sales Managers".into(),
+                hourly_wage: 77.37,
+                category: BusinessFinance,
+                keywords: vec![
+                    "sales manager", "revenue", "quota", "pipeline", "crm",
+                    "account executive", "territory",
+                ],
+            },
+            Occupation {
+                name: "Marketing and Sales Managers".into(),
+                hourly_wage: 79.35,
+                category: BusinessFinance,
+                keywords: vec![
+                    "vp sales", "cmo", "growth", "go-to-market", "demand gen",
+                ],
+            },
+            Occupation {
+                name: "Financial Specialists".into(),
+                hourly_wage: 48.12,
+                category: BusinessFinance,
+                keywords: vec![
+                    "financial specialist", "credit", "loan", "underwriting",
+                ],
+            },
+            Occupation {
+                name: "Securities, Commodities, and Financial Services Sales Agents".into(),
+                hourly_wage: 48.12,
+                category: BusinessFinance,
+                keywords: vec![
+                    "broker", "securities", "commodities", "trading", "series 7",
+                ],
+            },
+            Occupation {
+                name: "Business Operations Specialists, All Other".into(),
+                hourly_wage: 44.41,
+                category: BusinessFinance,
+                keywords: vec![
+                    "business analyst", "operations specialist", "process improvement",
+                ],
+            },
+            Occupation {
+                name: "Claims Adjusters, Examiners, and Investigators".into(),
+                hourly_wage: 37.87,
+                category: BusinessFinance,
+                keywords: vec![
+                    "claims", "insurance", "adjuster", "investigator", "fraud",
+                ],
+            },
+            Occupation {
+                name: "Transportation, Storage, and Distribution Managers".into(),
+                hourly_wage: 55.77,
+                category: BusinessFinance,
+                keywords: vec![
+                    "logistics", "supply chain", "warehouse", "distribution", "shipping",
+                    "inventory", "fulfillment",
+                ],
+            },
+            Occupation {
+                name: "Industrial Production Managers".into(),
+                hourly_wage: 62.11,
+                category: BusinessFinance,
+                keywords: vec![
+                    "production manager", "plant manager", "manufacturing operations",
+                ],
+            },
+            Occupation {
+                name: "Lodging Managers".into(),
+                hourly_wage: 37.24,
+                category: BusinessFinance,
+                keywords: vec![
+                    "hotel", "hospitality", "lodging", "resort", "concierge",
+                ],
+            },
+            Occupation {
+                name: "Real Estate Brokers".into(),
+                hourly_wage: 39.77,
+                category: BusinessFinance,
+                keywords: vec![
+                    "real estate broker", "realtor", "mls", "listing",
+                ],
+            },
+            Occupation {
+                name: "Managers, All Other".into(),
+                hourly_wage: 72.06,
+                category: BusinessFinance,
+                keywords: vec!["manager", "supervisor", "team lead"],
+            },
+            // Healthcare & Social Services
+            Occupation {
+                name: "Medical and Health Services Managers".into(),
+                hourly_wage: 66.22,
+                category: HealthcareSocialServices,
+                keywords: vec![
+                    "healthcare", "hospital", "clinic", "medical", "health services",
+                    "patient", "hipaa",
+                ],
+            },
+            Occupation {
+                name: "Social and Community Service Managers".into(),
+                hourly_wage: 41.39,
+                category: HealthcareSocialServices,
+                keywords: vec![
+                    "social services", "community", "nonprofit", "outreach",
+                    "case management", "welfare",
+                ],
+            },
+            Occupation {
+                name: "Child, Family, and School Social Workers".into(),
+                hourly_wage: 41.39,
+                category: HealthcareSocialServices,
+                keywords: vec![
+                    "social worker", "child welfare", "family services", "school counselor",
+                ],
+            },
+            Occupation {
+                name: "Registered Nurses".into(),
+                hourly_wage: 66.22,
+                category: HealthcareSocialServices,
+                keywords: vec!["nurse", "rn", "nursing", "patient care", "clinical"],
+            },
+            Occupation {
+                name: "Nurse Practitioners".into(),
+                hourly_wage: 66.22,
+                category: HealthcareSocialServices,
+                keywords: vec!["np", "nurse practitioner", "aprn", "prescribe"],
+            },
+            Occupation {
+                name: "Pharmacists".into(),
+                hourly_wage: 66.22,
+                category: HealthcareSocialServices,
+                keywords: vec!["pharmacy", "pharmacist", "medication", "prescription", "drug"],
+            },
+            Occupation {
+                name: "Medical Secretaries and Administrative Assistants".into(),
+                hourly_wage: 66.22,
+                category: HealthcareSocialServices,
+                keywords: vec![
+                    "medical secretary", "medical records", "ehr", "scheduling appointments",
+                ],
+            },
+            // Legal, Media & Operations
+            Occupation {
+                name: "Lawyers".into(),
+                hourly_wage: 44.41,
+                category: LegalMediaOperations,
+                keywords: vec![
+                    "lawyer", "attorney", "legal", "contract", "litigation",
+                    "counsel", "law", "paralegal",
+                ],
+            },
+            Occupation {
+                name: "Editors".into(),
+                hourly_wage: 72.06,
+                category: LegalMediaOperations,
+                keywords: vec![
+                    "editor", "editing", "proofread", "copy edit", "manuscript",
+                    "publication",
+                ],
+            },
+            Occupation {
+                name: "Film and Video Editors".into(),
+                hourly_wage: 68.15,
+                category: LegalMediaOperations,
+                keywords: vec![
+                    "video editor", "film", "premiere", "final cut", "davinci",
+                    "post-production",
+                ],
+            },
+            Occupation {
+                name: "Audio and Video Technicians".into(),
+                hourly_wage: 41.86,
+                category: LegalMediaOperations,
+                keywords: vec![
+                    "audio", "video", "av", "broadcast", "streaming", "recording",
+                ],
+            },
+            Occupation {
+                name: "Producers and Directors".into(),
+                hourly_wage: 41.86,
+                category: LegalMediaOperations,
+                keywords: vec![
+                    "producer", "director", "production", "creative director",
+                    "content", "show",
+                ],
+            },
+            Occupation {
+                name: "News Analysts, Reporters, and Journalists".into(),
+                hourly_wage: 68.15,
+                category: LegalMediaOperations,
+                keywords: vec![
+                    "journalist", "reporter", "news", "article", "press",
+                    "interview", "story",
+                ],
+            },
+            Occupation {
+                name: "Entertainment and Recreation Managers, Except Gambling".into(),
+                hourly_wage: 41.86,
+                category: LegalMediaOperations,
+                keywords: vec![
+                    "entertainment", "recreation", "event", "venue", "concert",
+                ],
+            },
+            Occupation {
+                name: "Recreation Workers".into(),
+                hourly_wage: 41.86,
+                category: LegalMediaOperations,
+                keywords: vec!["recreation", "activity", "fitness", "sports"],
+            },
+            Occupation {
+                name: "Customer Service Representatives".into(),
+                hourly_wage: 44.41,
+                category: LegalMediaOperations,
+                keywords: vec![
+                    "customer service", "support", "helpdesk", "ticket", "chat",
+                ],
+            },
+            Occupation {
+                name: "Private Detectives and Investigators".into(),
+                hourly_wage: 37.87,
+                category: LegalMediaOperations,
+                keywords: vec![
+                    "detective", "investigator", "background check", "surveillance",
+                ],
+            },
+            Occupation {
+                name: "First-Line Supervisors of Police and Detectives".into(),
+                hourly_wage: 72.06,
+                category: LegalMediaOperations,
+                keywords: vec!["police", "law enforcement", "security supervisor"],
+            },
+        ]
+    }
+
+    /// Build keyword → occupation index for fast lookup
+    fn build_keyword_index(occupations: &[Occupation]) -> HashMap<&'static str, Vec<usize>> {
+        let mut index: HashMap<&'static str, Vec<usize>> = HashMap::new();
+        for (i, occ) in occupations.iter().enumerate() {
+            for &kw in &occ.keywords {
+                index.entry(kw).or_default().push(i);
+            }
+        }
+        index
+    }
+
+    /// Classify a task instruction into an occupation with estimated value
+    ///
+    /// This is a synchronous keyword-based classifier. For LLM-based
+    /// classification, use `classify_with_llm` instead.
+    pub fn classify(&self, instruction: &str) -> ClassificationResult {
+        let lower = instruction.to_lowercase();
+        let mut scores: HashMap<usize, f64> = HashMap::new();
+
+        // Score each occupation by keyword matches
+        for (keyword, occ_indices) in &self.keyword_index {
+            if lower.contains(keyword) {
+                for &idx in occ_indices {
+                    *scores.entry(idx).or_default() += 1.0;
+                }
+            }
+        }
+
+        // Find best match
+        let (best_idx, best_score) = scores
+            .iter()
+            .max_by(|a, b| a.1.partial_cmp(b.1).unwrap())
+            .map(|(&idx, &score)| (idx, score))
+            .unwrap_or((usize::MAX, 0.0));
+
+        let (occupation, hourly_wage, category, confidence, reasoning) = if best_idx < self.occupations.len() {
+            let occ = &self.occupations[best_idx];
+            let confidence = (best_score / 3.0).min(1.0); // Normalize confidence
+            (
+                occ.name.clone(),
+                occ.hourly_wage,
+                occ.category,
+                confidence,
+                format!("Matched {} keywords", best_score as i32),
+            )
+        } else {
+            // Fallback
+            (
+                self.fallback_occupation.clone(),
+                self.fallback_wage,
+                OccupationCategory::BusinessFinance,
+                0.3,
+                "Fallback classification - no strong keyword match".to_string(),
+            )
+        };
+
+        let estimated_hours = Self::estimate_hours(instruction);
+        let max_payment = (estimated_hours * hourly_wage * 100.0).round() / 100.0;
+
+        ClassificationResult {
+            occupation,
+            hourly_wage,
+            estimated_hours,
+            max_payment,
+            confidence,
+            category,
+            reasoning,
+        }
+    }
+
+    /// Estimate hours based on instruction complexity
+    fn estimate_hours(instruction: &str) -> f64 {
+        let word_count = instruction.split_whitespace().count();
+        let has_complex_markers = instruction.to_lowercase().contains("implement")
+            || instruction.contains("build")
+            || instruction.contains("create")
+            || instruction.contains("design")
+            || instruction.contains("develop");
+
+        let has_simple_markers = instruction.to_lowercase().contains("fix")
+            || instruction.contains("update")
+            || instruction.contains("change")
+            || instruction.contains("review");
+
+        let base_hours = if has_complex_markers {
+            2.0
+        } else if has_simple_markers {
+            0.5
+        } else {
+            1.0
+        };
+
+        // Scale by instruction length
+        let length_factor = (word_count as f64 / 20.0).max(0.5).min(2.0);
+        let hours = base_hours * length_factor;
+
+        // Clamp to valid range
+        hours.max(0.25).min(40.0)
+    }
+
+    /// Get all occupations
+    pub fn occupations(&self) -> &[Occupation] {
+        &self.occupations
+    }
+
+    /// Get occupations by category
+    pub fn occupations_by_category(&self, category: OccupationCategory) -> Vec<&Occupation> {
+        self.occupations
+            .iter()
+            .filter(|o| o.category == category)
+            .collect()
+    }
+
+    /// Get the fallback occupation name
+    pub fn fallback_occupation(&self) -> &str {
+        &self.fallback_occupation
+    }
+
+    /// Get the fallback hourly wage
+    pub fn fallback_wage(&self) -> f64 {
+        self.fallback_wage
+    }
+
+    /// Look up an occupation by exact name
+    pub fn get_occupation(&self, name: &str) -> Option<&Occupation> {
+        self.occupations.iter().find(|o| o.name == name)
+    }
+
+    /// Fuzzy match an occupation name (case-insensitive, substring)
+    pub fn fuzzy_match(&self, name: &str) -> Option<&Occupation> {
+        let lower = name.to_lowercase();
+
+        // Exact match first
+        if let Some(occ) = self.occupations.iter().find(|o| o.name == name) {
+            return Some(occ);
+        }
+
+        // Case-insensitive match
+        if let Some(occ) = self
+            .occupations
+            .iter()
+            .find(|o| o.name.to_lowercase() == lower)
+        {
+            return Some(occ);
+        }
+
+        // Substring match
+        self.occupations
+            .iter()
+            .find(|o| lower.contains(&o.name.to_lowercase()) || o.name.to_lowercase().contains(&lower))
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[test]
+    fn test_classifier_new() {
+        let classifier = TaskClassifier::new();
+        assert_eq!(classifier.occupations.len(), 44);
+    }
+
+    #[test]
+    fn test_classify_software() {
+        let classifier = TaskClassifier::new();
+        let result = classifier.classify("Write a REST API in Rust with authentication");
+
+        assert_eq!(result.occupation, "Software Developers");
+        assert!((result.hourly_wage - 69.50).abs() < 0.01);
+        assert!(result.confidence > 0.0);
+    }
+
+    #[test]
+    fn test_classify_finance() {
+        let classifier = TaskClassifier::new();
+        let result = classifier.classify("Prepare quarterly financial statements and audit trail");
+
+        assert!(
+            result.occupation.contains("Account")
+                || result.occupation.contains("Financial"),
+            "Expected finance occupation, got: {}",
+            result.occupation
+        );
+    }
+
+    #[test]
+    fn test_classify_fallback() {
+        let classifier = TaskClassifier::new();
+        let result = classifier.classify("xyzzy foobar baz");
+
+        assert_eq!(result.occupation, "General and Operations Managers");
+        assert_eq!(result.confidence, 0.3);
+    }
+
+    #[test]
+    fn test_estimate_hours_complex() {
+        let hours = TaskClassifier::estimate_hours(
+            "Implement a complete microservices architecture with event sourcing",
+        );
+        assert!(hours >= 1.0, "Complex task should estimate >= 1 hour");
+    }
+
+    #[test]
+    fn test_estimate_hours_simple() {
+        let hours = TaskClassifier::estimate_hours("Fix typo");
+        assert!(hours <= 1.0, "Simple task should estimate <= 1 hour");
+    }
+
+    #[test]
+    fn test_fuzzy_match() {
+        let classifier = TaskClassifier::new();
+
+        // Exact match
+        assert!(classifier.fuzzy_match("Software Developers").is_some());
+
+        // Case insensitive
+        assert!(classifier.fuzzy_match("software developers").is_some());
+
+        // Substring
+        assert!(classifier.fuzzy_match("Software").is_some());
+    }
+
+    #[test]
+    fn test_occupations_by_category() {
+        let classifier = TaskClassifier::new();
+        let tech = classifier.occupations_by_category(OccupationCategory::TechnologyEngineering);
+
+        assert!(!tech.is_empty());
+        assert!(tech.iter().any(|o| o.name == "Software Developers"));
+    }
+}
diff --git a/src/economic/costs.rs b/src/economic/costs.rs
new file mode 100644
index 000000000..3d077bc40
--- /dev/null
+++ b/src/economic/costs.rs
@@ -0,0 +1,369 @@
+//! Token cost tracking types for economic agents.
+//!
+//! Separates costs by channel (LLM, search API, OCR, etc.) following
+//! the ClawWork economic model.
+
+use chrono::{DateTime, Utc};
+use serde::{Deserialize, Serialize};
+use std::collections::HashMap;
+
+/// Channel-separated cost breakdown for a task or session.
+#[derive(Debug, Clone, Default, Serialize, Deserialize)]
+pub struct CostBreakdown {
+    /// Cost from LLM token usage
+    pub llm_tokens: f64,
+    /// Cost from search API calls (Brave, JINA, Tavily, etc.)
+    pub search_api: f64,
+    /// Cost from OCR API calls
+    pub ocr_api: f64,
+    /// Cost from other API calls
+    pub other_api: f64,
+}
+
+impl CostBreakdown {
+    /// Create a new empty cost breakdown.
+    pub fn new() -> Self {
+        Self::default()
+    }
+
+    /// Get total cost across all channels.
+    pub fn total(&self) -> f64 {
+        self.llm_tokens + self.search_api + self.ocr_api + self.other_api
+    }
+
+    /// Add another breakdown to this one.
+    pub fn add(&mut self, other: &CostBreakdown) {
+        self.llm_tokens += other.llm_tokens;
+        self.search_api += other.search_api;
+        self.ocr_api += other.ocr_api;
+        self.other_api += other.other_api;
+    }
+
+    /// Reset all costs to zero.
+    pub fn reset(&mut self) {
+        self.llm_tokens = 0.0;
+        self.search_api = 0.0;
+        self.ocr_api = 0.0;
+        self.other_api = 0.0;
+    }
+}
+
+/// Token pricing configuration.
+#[derive(Debug, Clone, Serialize, Deserialize)]
+pub struct TokenPricing {
+    /// Price per million input tokens (USD)
+    pub input_price_per_million: f64,
+    /// Price per million output tokens (USD)
+    pub output_price_per_million: f64,
+}
+
+impl Default for TokenPricing {
+    fn default() -> Self {
+        // Default to Claude Sonnet 4 pricing via OpenRouter
+        Self {
+            input_price_per_million: 3.0,
+            output_price_per_million: 15.0,
+        }
+    }
+}
+
+impl TokenPricing {
+    /// Calculate cost for given token counts.
+    pub fn calculate_cost(&self, input_tokens: u64, output_tokens: u64) -> f64 {
+        let input_cost = (input_tokens as f64 / 1_000_000.0) * self.input_price_per_million;
+        let output_cost = (output_tokens as f64 / 1_000_000.0) * self.output_price_per_million;
+        input_cost + output_cost
+    }
+}
+
+/// A single LLM call record with token details.
+#[derive(Debug, Clone, Serialize, Deserialize)]
+pub struct LlmCallRecord {
+    /// Timestamp of the call
+    pub timestamp: DateTime<Utc>,
+    /// API name/source (e.g., "agent", "wrapup", "research")
+    pub api_name: String,
+    /// Number of input tokens
+    pub input_tokens: u64,
+    /// Number of output tokens
+    pub output_tokens: u64,
+    /// Cost in USD
+    pub cost: f64,
+}
+
+/// A single API call record (non-LLM).
+#[derive(Debug, Clone, Serialize, Deserialize)]
+pub struct ApiCallRecord {
+    /// Timestamp of the call
+    pub timestamp: DateTime<Utc>,
+    /// API name (e.g., "tavily_search", "jina_reader")
+    pub api_name: String,
+    /// Pricing model used
+    pub pricing_model: PricingModel,
+    /// Number of tokens (if token-based pricing)
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub tokens: Option<u64>,
+    /// Price per million tokens (if token-based)
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub price_per_million: Option<f64>,
+    /// Cost in USD
+    pub cost: f64,
+}
+
+/// Pricing model for API calls.
+#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)]
+#[serde(rename_all = "snake_case")]
+pub enum PricingModel {
+    /// Token-based pricing (cost = tokens / 1M * price_per_million)
+    PerToken,
+    /// Flat rate per call
+    FlatRate,
+}
+
+/// Comprehensive task cost record (one per task).
+#[derive(Debug, Clone, Serialize, Deserialize)]
+pub struct TaskCostRecord {
+    /// Task end timestamp
+    pub timestamp_end: DateTime<Utc>,
+    /// Task start timestamp
+    pub timestamp_start: DateTime<Utc>,
+    /// Date the task was assigned (YYYY-MM-DD)
+    pub date: String,
+    /// Unique task identifier
+    pub task_id: String,
+    /// LLM usage summary
+    pub llm_usage: LlmUsageSummary,
+    /// API usage summary
+    pub api_usage: ApiUsageSummary,
+    /// Cost summary by channel
+    pub cost_summary: CostBreakdown,
+    /// Balance after this task
+    pub balance_after: f64,
+    /// Session cost so far
+    pub session_cost: f64,
+    /// Daily cost so far
+    pub daily_cost: f64,
+}
+
+/// Aggregated LLM usage for a task.
+#[derive(Debug, Clone, Default, Serialize, Deserialize)]
+pub struct LlmUsageSummary {
+    /// Number of LLM calls made
+    pub total_calls: usize,
+    /// Total input tokens
+    pub total_input_tokens: u64,
+    /// Total output tokens
+    pub total_output_tokens: u64,
+    /// Total tokens (input + output)
+    pub total_tokens: u64,
+    /// Total cost in USD
+    pub total_cost: f64,
+    /// Pricing used
+    pub input_price_per_million: f64,
+    pub output_price_per_million: f64,
+    /// Detailed call records
+    #[serde(default)]
+    pub calls_detail: Vec<LlmCallRecord>,
+}
+
+/// Aggregated API usage for a task.
+#[derive(Debug, Clone, Default, Serialize, Deserialize)]
+pub struct ApiUsageSummary {
+    /// Number of API calls made
+    pub total_calls: usize,
+    /// Search API costs
+    pub search_api_cost: f64,
+    /// OCR API costs
+    pub ocr_api_cost: f64,
+    /// Other API costs
+    pub other_api_cost: f64,
+    /// Number of token-based calls
+    pub token_based_calls: usize,
+    /// Number of flat-rate calls
+    pub flat_rate_calls: usize,
+    /// Detailed call records
+    #[serde(default)]
+    pub calls_detail: Vec<ApiCallRecord>,
+}
+
+/// Work income record.
+#[derive(Debug, Clone, Serialize, Deserialize)]
+pub struct WorkIncomeRecord {
+    /// Timestamp
+    pub timestamp: DateTime<Utc>,
+    /// Date (YYYY-MM-DD)
+    pub date: String,
+    /// Task identifier
+    pub task_id: String,
+    /// Base payment amount offered
+    pub base_amount: f64,
+    /// Actual payment received (0 if below threshold)
+    pub actual_payment: f64,
+    /// Evaluation score (0.0-1.0)
+    pub evaluation_score: f64,
+    /// Minimum threshold required for payment
+    pub threshold: f64,
+    /// Whether payment was awarded
+    pub payment_awarded: bool,
+    /// Optional description
+    #[serde(default)]
+    pub description: String,
+    /// Balance after this income
+    pub balance_after: f64,
+}
+
+/// Daily balance record for persistence.
+#[derive(Debug, Clone, Serialize, Deserialize)]
+pub struct BalanceRecord {
+    /// Date (YYYY-MM-DD or "initialization")
+    pub date: String,
+    /// Current balance
+    pub balance: f64,
+    /// Token cost delta for this period
+    pub token_cost_delta: f64,
+    /// Work income delta for this period
+    pub work_income_delta: f64,
+    /// Trading profit delta for this period
+    pub trading_profit_delta: f64,
+    /// Cumulative total token cost
+    pub total_token_cost: f64,
+    /// Cumulative total work income
+    pub total_work_income: f64,
+    /// Cumulative total trading profit
+    pub total_trading_profit: f64,
+    /// Net worth (balance + portfolio value)
+    pub net_worth: f64,
+    /// Current survival status
+    pub survival_status: String,
+    /// Tasks completed in this period
+    #[serde(default)]
+    pub completed_tasks: Vec<String>,
+    /// Primary task ID for the day
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub task_id: Option<String>,
+    /// Time to complete tasks (seconds)
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub task_completion_time_seconds: Option<f64>,
+    /// Whether session was aborted by API error
+    #[serde(default)]
+    pub api_error: bool,
+}
+
+/// Task completion record for analytics.
+#[derive(Debug, Clone, Serialize, Deserialize)]
+pub struct TaskCompletionRecord {
+    /// Task identifier
+    pub task_id: String,
+    /// Date (YYYY-MM-DD)
+    pub date: String,
+    /// Attempt number (1-based)
+    pub attempt: u32,
+    /// Whether work was submitted
+    pub work_submitted: bool,
+    /// Evaluation score (0.0-1.0)
+    pub evaluation_score: f64,
+    /// Money earned from this task
+    pub money_earned: f64,
+    /// Wall-clock time in seconds
+    pub wall_clock_seconds: f64,
+    /// Timestamp of completion
+    pub timestamp: DateTime<Utc>,
+}
+
+/// Economic analytics summary.
+#[derive(Debug, Clone, Default, Serialize, Deserialize)]
+pub struct EconomicAnalytics {
+    /// Total costs by channel
+    pub total_costs: CostBreakdown,
+    /// Costs broken down by date
+    pub by_date: HashMap<String, DateCostSummary>,
+    /// Costs broken down by task
+    pub by_task: HashMap<String, TaskCostSummary>,
+    /// Total number of tasks
+    pub total_tasks: usize,
+    /// Total income earned
+    pub total_income: f64,
+    /// Number of tasks that received payment
+    pub tasks_paid: usize,
+    /// Number of tasks rejected (below threshold)
+    pub tasks_rejected: usize,
+}
+
+/// Cost summary for a single date.
+#[derive(Debug, Clone, Default, Serialize, Deserialize)]
+pub struct DateCostSummary {
+    /// Costs by channel
+    #[serde(flatten)]
+    pub costs: CostBreakdown,
+    /// Total cost
+    pub total: f64,
+    /// Income earned
+    pub income: f64,
+}
+
+/// Cost summary for a single task.
+#[derive(Debug, Clone, Default, Serialize, Deserialize)]
+pub struct TaskCostSummary {
+    /// Costs by channel
+    #[serde(flatten)]
+    pub costs: CostBreakdown,
+    /// Total cost
+    pub total: f64,
+    /// Date of the task
+    pub date: String,
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[test]
+    fn cost_breakdown_total() {
+        let breakdown = CostBreakdown {
+            llm_tokens: 1.0,
+            search_api: 0.5,
+            ocr_api: 0.25,
+            other_api: 0.1,
+        };
+        assert!((breakdown.total() - 1.85).abs() < f64::EPSILON);
+    }
+
+    #[test]
+    fn cost_breakdown_add() {
+        let mut a = CostBreakdown {
+            llm_tokens: 1.0,
+            search_api: 0.5,
+            ocr_api: 0.0,
+            other_api: 0.0,
+        };
+        let b = CostBreakdown {
+            llm_tokens: 0.5,
+            search_api: 0.25,
+            ocr_api: 0.1,
+            other_api: 0.05,
+        };
+        a.add(&b);
+        assert!((a.llm_tokens - 1.5).abs() < f64::EPSILON);
+        assert!((a.search_api - 0.75).abs() < f64::EPSILON);
+        assert!((a.total() - 2.4).abs() < f64::EPSILON);
+    }
+
+    #[test]
+    fn token_pricing_calculation() {
+        let pricing = TokenPricing {
+            input_price_per_million: 3.0,
+            output_price_per_million: 15.0,
+        };
+        // 1000 input, 500 output
+        // (1000/1M)*3 + (500/1M)*15 = 0.003 + 0.0075 = 0.0105
+        let cost = pricing.calculate_cost(1000, 500);
+        assert!((cost - 0.0105).abs() < 0.0001);
+    }
+
+    #[test]
+    fn default_token_pricing() {
+        let pricing = TokenPricing::default();
+        assert!((pricing.input_price_per_million - 3.0).abs() < f64::EPSILON);
+        assert!((pricing.output_price_per_million - 15.0).abs() < f64::EPSILON);
+    }
+}
diff --git a/src/economic/mod.rs b/src/economic/mod.rs
new file mode 100644
index 000000000..73035f761
--- /dev/null
+++ b/src/economic/mod.rs
@@ -0,0 +1,85 @@
+//! Economic tracking module for agent survival economics.
+//!
+//! This module implements the ClawWork economic model for AI agents,
+//! tracking balance, costs, income, and survival status. Agents start
+//! with initial capital and must manage their resources while completing
+//! tasks.
+//!
+//! ## Overview
+//!
+//! The economic system models agent viability:
+//! - **Balance**: Starting capital minus costs plus earned income
+//! - **Costs**: LLM tokens, search APIs, OCR, and other service usage
+//! - **Income**: Payments for completed tasks (with quality threshold)
+//! - **Status**: Health indicator based on remaining capital percentage
+//!
+//! ## Example
+//!
+//! ```rust,ignore
+//! use zeroclaw::economic::{EconomicTracker, EconomicConfig, SurvivalStatus};
+//!
+//! let config = EconomicConfig {
+//!     enabled: true,
+//!     initial_balance: 1000.0,
+//!     ..Default::default()
+//! };
+//!
+//! let tracker = EconomicTracker::new("my-agent", config, None);
+//! tracker.initialize()?;
+//!
+//! // Start a task
+//! tracker.start_task("task-001", None);
+//!
+//! // Track LLM usage
+//! let cost = tracker.track_tokens(1000, 500, "agent", None);
+//!
+//! // Complete task and earn income
+//! tracker.end_task()?;
+//! let payment = tracker.add_work_income(10.0, "task-001", 0.85, "Completed task")?;
+//!
+//! // Check survival status
+//! match tracker.get_survival_status() {
+//!     SurvivalStatus::Thriving => println!("Agent is healthy!"),
+//!     SurvivalStatus::Bankrupt => println!("Agent needs intervention!"),
+//!     _ => {}
+//! }
+//! ```
+//!
+//! ## Persistence
+//!
+//! Economic state is persisted to JSONL files:
+//! - `balance.jsonl`: Daily balance snapshots and cumulative totals
+//! - `token_costs.jsonl`: Detailed per-task cost records
+//! - `task_completions.jsonl`: Task completion statistics
+//!
+//! ## Configuration
+//!
+//! Add to `config.toml`:
+//!
+//! ```toml
+//! [economic]
+//! enabled = true
+//! initial_balance = 1000.0
+//! min_evaluation_threshold = 0.6
+//!
+//! [economic.token_pricing]
+//! input_price_per_million = 3.0
+//! output_price_per_million = 15.0
+//! ```
+
+pub mod classifier;
+pub mod costs;
+pub mod status;
+pub mod tracker;
+
+// Re-exports for convenient access
+pub use costs::{
+    ApiCallRecord, ApiUsageSummary, BalanceRecord, CostBreakdown, DateCostSummary,
+    EconomicAnalytics, LlmCallRecord, LlmUsageSummary, PricingModel, TaskCompletionRecord,
+    TaskCostRecord, TaskCostSummary, TokenPricing, WorkIncomeRecord,
+};
+pub use status::SurvivalStatus;
+pub use tracker::{EconomicConfig, EconomicSummary, EconomicTracker};
+pub use classifier::{
+    ClassificationResult, Occupation, OccupationCategory, TaskClassifier,
+};
diff --git a/src/economic/status.rs b/src/economic/status.rs
new file mode 100644
index 000000000..fd83e9ffc
--- /dev/null
+++ b/src/economic/status.rs
@@ -0,0 +1,212 @@
+//! Survival status tracking for economic agents.
+//!
+//! Defines the health states an agent can be in based on remaining balance
+//! as a percentage of initial capital.
+
+use serde::{Deserialize, Serialize};
+use std::fmt;
+
+/// Survival status based on balance percentage relative to initial capital.
+///
+/// Mirrors the ClawWork LiveBench agent survival states.
+#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, Serialize, Deserialize)]
+#[serde(rename_all = "snake_case")]
+pub enum SurvivalStatus {
+    /// Balance > 80% of initial - Agent is profitable and healthy
+    Thriving,
+    /// Balance 40-80% of initial - Agent is maintaining stability
+    Stable,
+    /// Balance 10-40% of initial - Agent is losing money, needs attention
+    Struggling,
+    /// Balance 1-10% of initial - Agent is near death, urgent intervention needed
+    Critical,
+    /// Balance <= 0 - Agent has exhausted resources and cannot operate
+    Bankrupt,
+}
+
+impl SurvivalStatus {
+    /// Calculate survival status from current and initial balance.
+    ///
+    /// # Arguments
+    /// * `current_balance` - Current remaining balance
+    /// * `initial_balance` - Starting balance
+    ///
+    /// # Returns
+    /// The appropriate `SurvivalStatus` based on the percentage remaining.
+    pub fn from_balance(current_balance: f64, initial_balance: f64) -> Self {
+        if initial_balance <= 0.0 {
+            // Edge case: if initial was zero or negative, can't calculate percentage
+            return if current_balance <= 0.0 {
+                Self::Bankrupt
+            } else {
+                Self::Thriving
+            };
+        }
+
+        let percentage = (current_balance / initial_balance) * 100.0;
+
+        match percentage {
+            p if p <= 0.0 => Self::Bankrupt,
+            p if p < 10.0 => Self::Critical,
+            p if p < 40.0 => Self::Struggling,
+            p if p < 80.0 => Self::Stable,
+            _ => Self::Thriving,
+        }
+    }
+
+    /// Check if the agent can still operate (not bankrupt).
+    pub fn is_operational(&self) -> bool {
+        !matches!(self, Self::Bankrupt)
+    }
+
+    /// Check if the agent needs urgent attention.
+    pub fn needs_intervention(&self) -> bool {
+        matches!(self, Self::Critical | Self::Bankrupt)
+    }
+
+    /// Get a human-readable emoji indicator.
+    pub fn emoji(&self) -> &'static str {
+        match self {
+            Self::Thriving => "🌟",
+            Self::Stable => "✅",
+            Self::Struggling => "⚠️",
+            Self::Critical => "🚨",
+            Self::Bankrupt => "💀",
+        }
+    }
+
+    /// Get a color code for terminal output (ANSI).
+    pub fn ansi_color(&self) -> &'static str {
+        match self {
+            Self::Thriving => "\x1b[32m",  // Green
+            Self::Stable => "\x1b[34m",    // Blue
+            Self::Struggling => "\x1b[33m", // Yellow
+            Self::Critical => "\x1b[31m",  // Red
+            Self::Bankrupt => "\x1b[35m",  // Magenta
+        }
+    }
+}
+
+impl fmt::Display for SurvivalStatus {
+    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+        let status = match self {
+            Self::Thriving => "Thriving",
+            Self::Stable => "Stable",
+            Self::Struggling => "Struggling",
+            Self::Critical => "Critical",
+            Self::Bankrupt => "Bankrupt",
+        };
+        write!(f, "{}", status)
+    }
+}
+
+impl Default for SurvivalStatus {
+    fn default() -> Self {
+        Self::Stable
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    #[test]
+    fn thriving_above_80_percent() {
+        assert_eq!(
+            SurvivalStatus::from_balance(900.0, 1000.0),
+            SurvivalStatus::Thriving
+        );
+        assert_eq!(
+            SurvivalStatus::from_balance(1500.0, 1000.0), // Profit!
+            SurvivalStatus::Thriving
+        );
+        assert_eq!(
+            SurvivalStatus::from_balance(800.01, 1000.0),
+            SurvivalStatus::Thriving
+        );
+    }
+
+    #[test]
+    fn stable_between_40_and_80_percent() {
+        assert_eq!(
+            SurvivalStatus::from_balance(799.99, 1000.0),
+            SurvivalStatus::Stable
+        );
+        assert_eq!(
+            SurvivalStatus::from_balance(500.0, 1000.0),
+            SurvivalStatus::Stable
+        );
+        assert_eq!(
+            SurvivalStatus::from_balance(400.01, 1000.0),
+            SurvivalStatus::Stable
+        );
+    }
+
+    #[test]
+    fn struggling_between_10_and_40_percent() {
+        assert_eq!(
+            SurvivalStatus::from_balance(399.99, 1000.0),
+            SurvivalStatus::Struggling
+        );
+        assert_eq!(
+            SurvivalStatus::from_balance(200.0, 1000.0),
+            SurvivalStatus::Struggling
+        );
+        assert_eq!(
+            SurvivalStatus::from_balance(100.01, 1000.0),
+            SurvivalStatus::Struggling
+        );
+    }
+
+    #[test]
+    fn critical_between_0_and_10_percent() {
+        assert_eq!(
+            SurvivalStatus::from_balance(99.99, 1000.0),
+            SurvivalStatus::Critical
+        );
+        assert_eq!(
+            SurvivalStatus::from_balance(50.0, 1000.0),
+            SurvivalStatus::Critical
+        );
+        assert_eq!(
+            SurvivalStatus::from_balance(0.01, 1000.0),
+            SurvivalStatus::Critical
+        );
+    }
+
+    #[test]
+    fn bankrupt_at_zero_or_negative() {
+        assert_eq!(
+            SurvivalStatus::from_balance(0.0, 1000.0),
+            SurvivalStatus::Bankrupt
+        );
+        assert_eq!(
+            SurvivalStatus::from_balance(-100.0, 1000.0),
+            SurvivalStatus::Bankrupt
+        );
+    }
+
+    #[test]
+    fn is_operational() {
+        assert!(SurvivalStatus::Thriving.is_operational());
+        assert!(SurvivalStatus::Stable.is_operational());
+        assert!(SurvivalStatus::Struggling.is_operational());
+        assert!(SurvivalStatus::Critical.is_operational());
+        assert!(!SurvivalStatus::Bankrupt.is_operational());
+    }
+
+    #[test]
+    fn needs_intervention() {
+        assert!(!SurvivalStatus::Thriving.needs_intervention());
+        assert!(!SurvivalStatus::Stable.needs_intervention());
+        assert!(!SurvivalStatus::Struggling.needs_intervention());
+        assert!(SurvivalStatus::Critical.needs_intervention());
+        assert!(SurvivalStatus::Bankrupt.needs_intervention());
+    }
+
+    #[test]
+    fn display_format() {
+        assert_eq!(format!("{}", SurvivalStatus::Thriving), "Thriving");
+        assert_eq!(format!("{}", SurvivalStatus::Bankrupt), "Bankrupt");
+    }
+}
diff --git a/src/economic/tracker.rs b/src/economic/tracker.rs
new file mode 100644
index 000000000..0426a86a3
--- /dev/null
+++ b/src/economic/tracker.rs
@@ -0,0 +1,995 @@
+//! Economic tracker for agent survival economics.
+//!
+//! Tracks balance, token costs, work income, and survival status following
+//! the ClawWork LiveBench economic model. Persists state to JSONL files.
+
+use super::costs::{
+    ApiCallRecord, BalanceRecord, CostBreakdown, LlmCallRecord, LlmUsageSummary,
+    ApiUsageSummary, PricingModel, TaskCompletionRecord, TaskCostRecord, TokenPricing,
+    WorkIncomeRecord,
+};
+use super::status::SurvivalStatus;
+use anyhow::{Context, Result};
+use chrono::{DateTime, Utc};
+use parking_lot::Mutex;
+use serde::{Deserialize, Serialize};
+use std::fs::{self, File, OpenOptions};
+use std::io::{BufRead, BufReader, Write};
+use std::path::PathBuf;
+use std::sync::Arc;
+
+/// Economic configuration options.
+#[derive(Debug, Clone, Serialize, Deserialize)]
+pub struct EconomicConfig {
+    /// Enable economic tracking
+    #[serde(default)]
+    pub enabled: bool,
+    /// Starting balance in USD
+    #[serde(default = "default_initial_balance")]
+    pub initial_balance: f64,
+    /// Token pricing configuration
+    #[serde(default)]
+    pub token_pricing: TokenPricing,
+    /// Minimum evaluation score to receive payment (0.0-1.0)
+    #[serde(default = "default_min_threshold")]
+    pub min_evaluation_threshold: f64,
+}
+
+fn default_initial_balance() -> f64 {
+    1000.0
+}
+
+fn default_min_threshold() -> f64 {
+    0.6
+}
+
+impl Default for EconomicConfig {
+    fn default() -> Self {
+        Self {
+            enabled: false,
+            initial_balance: default_initial_balance(),
+            token_pricing: TokenPricing::default(),
+            min_evaluation_threshold: default_min_threshold(),
+        }
+    }
+}
+
+/// Task-level tracking state (in-memory during task execution).
+#[derive(Debug, Clone, Default)]
+struct TaskState {
+    /// Current task ID
+    task_id: Option<String>,
+    /// Date the task was assigned
+    task_date: Option<String>,
+    /// Task start timestamp
+    start_time: Option<DateTime<Utc>>,
+    /// Costs accumulated for this task
+    costs: CostBreakdown,
+    /// LLM call records
+    llm_calls: Vec<LlmCallRecord>,
+    /// API call records
+    api_calls: Vec<ApiCallRecord>,
+}
+
+impl TaskState {
+    fn reset(&mut self) {
+        self.task_id = None;
+        self.task_date = None;
+        self.start_time = None;
+        self.costs.reset();
+        self.llm_calls.clear();
+        self.api_calls.clear();
+    }
+}
+
+/// Daily tracking state (accumulated across tasks).
+#[derive(Debug, Clone, Default)]
+struct DailyState {
+    /// Task IDs completed today
+    task_ids: Vec<String>,
+    /// First task start time
+    first_task_start: Option<DateTime<Utc>>,
+    /// Last task end time
+    last_task_end: Option<DateTime<Utc>>,
+    /// Daily cost accumulator
+    cost: f64,
+}
+
+impl DailyState {
+    fn reset(&mut self) {
+        self.task_ids.clear();
+        self.first_task_start = None;
+        self.last_task_end = None;
+        self.cost = 0.0;
+    }
+}
+
+/// Session tracking state.
+#[derive(Debug, Clone, Default)]
+struct SessionState {
+    /// Input tokens this session
+    input_tokens: u64,
+    /// Output tokens this session
+    output_tokens: u64,
+    /// Cost this session
+    cost: f64,
+}
+
+impl SessionState {
+    fn reset(&mut self) {
+        self.input_tokens = 0;
+        self.output_tokens = 0;
+        self.cost = 0.0;
+    }
+}
+
+/// Economic tracker for managing agent survival economics.
+///
+/// Tracks:
+/// - Balance (starting capital minus costs plus income)
+/// - Token costs separated by channel (LLM, search, OCR, etc.)
+/// - Work income with evaluation threshold
+/// - Trading profits/losses
+/// - Survival status
+///
+/// Persists records to JSONL files for durability and analysis.
+pub struct EconomicTracker {
+    /// Configuration
+    config: EconomicConfig,
+    /// Agent signature/name
+    signature: String,
+    /// Data directory for persistence
+    data_path: PathBuf,
+    /// Current balance (protected by mutex for thread safety)
+    state: Arc<Mutex<TrackerState>>,
+}
+
+/// Internal mutable state.
+struct TrackerState {
+    /// Current balance
+    balance: f64,
+    /// Initial balance (for status calculation)
+    initial_balance: f64,
+    /// Cumulative totals
+    total_token_cost: f64,
+    total_work_income: f64,
+    total_trading_profit: f64,
+    /// Task-level tracking
+    task: TaskState,
+    /// Daily tracking
+    daily: DailyState,
+    /// Session tracking
+    session: SessionState,
+}
+
+impl EconomicTracker {
+    /// Create a new economic tracker.
+    ///
+    /// # Arguments
+    /// * `signature` - Agent signature/name for identification
+    /// * `config` - Economic configuration
+    /// * `data_path` - Optional custom data path (defaults to `./data/agent_data/{signature}/economic`)
+    pub fn new(
+        signature: impl Into<String>,
+        config: EconomicConfig,
+        data_path: Option<PathBuf>,
+    ) -> Self {
+        let signature = signature.into();
+        let data_path = data_path.unwrap_or_else(|| {
+            PathBuf::from(format!("./data/agent_data/{}/economic", signature))
+        });
+
+        Self {
+            signature,
+            state: Arc::new(Mutex::new(TrackerState {
+                balance: config.initial_balance,
+                initial_balance: config.initial_balance,
+                total_token_cost: 0.0,
+                total_work_income: 0.0,
+                total_trading_profit: 0.0,
+                task: TaskState::default(),
+                daily: DailyState::default(),
+                session: SessionState::default(),
+            })),
+            config,
+            data_path,
+        }
+    }
+
+    /// Initialize the tracker, loading existing state or creating new.
+    pub fn initialize(&self) -> Result<()> {
+        fs::create_dir_all(&self.data_path).with_context(|| {
+            format!("Failed to create data directory: {}", self.data_path.display())
+        })?;
+
+        let balance_file = self.balance_file_path();
+
+        if balance_file.exists() {
+            self.load_latest_state()?;
+            let state = self.state.lock();
+            tracing::info!(
+                "📊 Loaded economic state for {}: balance=${:.2}, status={}",
+                self.signature,
+                state.balance,
+                self.get_survival_status_inner(&state)
+            );
+        } else {
+            self.save_balance_record(
+                "initialization",
+                0.0,
+                0.0,
+                0.0,
+                Vec::new(),
+                false,
+            )?;
+            tracing::info!(
+                "✅ Initialized economic tracker for {}: starting balance=${:.2}",
+                self.signature,
+                self.config.initial_balance
+            );
+        }
+
+        Ok(())
+    }
+
+    /// Start tracking costs for a new task.
+    pub fn start_task(&self, task_id: impl Into<String>, date: Option<String>) {
+        let task_id = task_id.into();
+        let date = date.unwrap_or_else(|| Utc::now().format("%Y-%m-%d").to_string());
+        let now = Utc::now();
+
+        let mut state = self.state.lock();
+        state.task.task_id = Some(task_id.clone());
+        state.task.task_date = Some(date);
+        state.task.start_time = Some(now);
+        state.task.costs.reset();
+        state.task.llm_calls.clear();
+        state.task.api_calls.clear();
+
+        // Track daily window
+        if state.daily.first_task_start.is_none() {
+            state.daily.first_task_start = Some(now);
+        }
+        state.daily.task_ids.push(task_id);
+    }
+
+    /// End tracking for current task and save consolidated record.
+    pub fn end_task(&self) -> Result<()> {
+        let mut state = self.state.lock();
+
+        if state.task.task_id.is_some() {
+            self.save_task_record_inner(&state)?;
+            state.daily.last_task_end = Some(Utc::now());
+            state.task.reset();
+        }
+
+        Ok(())
+    }
+
+    /// Track LLM token usage.
+    ///
+    /// # Arguments
+    /// * `input_tokens` - Number of input tokens
+    /// * `output_tokens` - Number of output tokens
+    /// * `api_name` - Origin of the call (e.g., "agent", "wrapup")
+    /// * `cost` - Pre-computed cost (if provided, skips local calculation)
+    ///
+    /// # Returns
+    /// The cost in USD for this call.
+    pub fn track_tokens(
+        &self,
+        input_tokens: u64,
+        output_tokens: u64,
+        api_name: impl Into<String>,
+        cost: Option<f64>,
+    ) -> f64 {
+        let api_name = api_name.into();
+        let cost = cost.unwrap_or_else(|| {
+            self.config.token_pricing.calculate_cost(input_tokens, output_tokens)
+        });
+
+        let mut state = self.state.lock();
+
+        // Update session tracking
+        state.session.input_tokens += input_tokens;
+        state.session.output_tokens += output_tokens;
+        state.session.cost += cost;
+        state.daily.cost += cost;
+
+        // Update task-level tracking
+        state.task.costs.llm_tokens += cost;
+        state.task.llm_calls.push(LlmCallRecord {
+            timestamp: Utc::now(),
+            api_name,
+            input_tokens,
+            output_tokens,
+            cost,
+        });
+
+        // Update totals
+        state.total_token_cost += cost;
+        state.balance -= cost;
+
+        cost
+    }
+
+    /// Track token-based API call cost.
+    ///
+    /// # Arguments
+    /// * `tokens` - Number of tokens used
+    /// * `price_per_million` - Price per million tokens
+    /// * `api_name` - Name of the API
+    ///
+    /// # Returns
+    /// The cost in USD for this call.
+    pub fn track_api_call(
+        &self,
+        tokens: u64,
+        price_per_million: f64,
+        api_name: impl Into<String>,
+    ) -> f64 {
+        let api_name = api_name.into();
+        let cost = (tokens as f64 / 1_000_000.0) * price_per_million;
+
+        self.record_api_cost(&api_name, cost, Some(tokens), Some(price_per_million), PricingModel::PerToken);
+
+        cost
+    }
+
+    /// Track flat-rate API call cost.
+    ///
+    /// # Arguments
+    /// * `cost` - Flat cost in USD
+    /// * `api_name` - Name of the API
+    ///
+    /// # Returns
+    /// The cost (same as input).
+    pub fn track_flat_api_call(&self, cost: f64, api_name: impl Into<String>) -> f64 {
+        let api_name = api_name.into();
+        self.record_api_cost(&api_name, cost, None, None, PricingModel::FlatRate);
+        cost
+    }
+
+    fn record_api_cost(
+        &self,
+        api_name: &str,
+        cost: f64,
+        tokens: Option<u64>,
+        price_per_million: Option<f64>,
+        pricing_model: PricingModel,
+    ) {
+        let mut state = self.state.lock();
+
+        // Update session/daily
+        state.session.cost += cost;
+        state.daily.cost += cost;
+
+        // Categorize by API type
+        let api_lower = api_name.to_lowercase();
+        if api_lower.contains("search") || api_lower.contains("jina") || api_lower.contains("tavily") {
+            state.task.costs.search_api += cost;
+        } else if api_lower.contains("ocr") {
+            state.task.costs.ocr_api += cost;
+        } else {
+            state.task.costs.other_api += cost;
+        }
+
+        // Record detailed call
+        state.task.api_calls.push(ApiCallRecord {
+            timestamp: Utc::now(),
+            api_name: api_name.to_string(),
+            pricing_model,
+            tokens,
+            price_per_million,
+            cost,
+        });
+
+        // Update totals
+        state.total_token_cost += cost;
+        state.balance -= cost;
+    }
+
+    /// Add income from completed work with evaluation threshold.
+    ///
+    /// Payment is only awarded if `evaluation_score >= min_evaluation_threshold`.
+    ///
+    /// # Arguments
+    /// * `amount` - Base payment amount in USD
+    /// * `task_id` - Task identifier
+    /// * `evaluation_score` - Score from 0.0 to 1.0
+    /// * `description` - Optional description
+    ///
+    /// # Returns
+    /// Actual payment received (0.0 if below threshold).
+    pub fn add_work_income(
+        &self,
+        amount: f64,
+        task_id: impl Into<String>,
+        evaluation_score: f64,
+        description: impl Into<String>,
+    ) -> Result<f64> {
+        let task_id = task_id.into();
+        let description = description.into();
+        let threshold = self.config.min_evaluation_threshold;
+
+        let actual_payment = if evaluation_score >= threshold {
+            amount
+        } else {
+            0.0
+        };
+
+        {
+            let mut state = self.state.lock();
+            if actual_payment > 0.0 {
+                state.balance += actual_payment;
+                state.total_work_income += actual_payment;
+                tracing::info!(
+                    "💰 Work income: +${:.2} (Task: {}, Score: {:.2})",
+                    actual_payment,
+                    task_id,
+                    evaluation_score
+                );
+            } else {
+                tracing::warn!(
+                    "⚠️ Work below threshold (score: {:.2} < {:.2}), no payment for task: {}",
+                    evaluation_score,
+                    threshold,
+                    task_id
+                );
+            }
+        }
+
+        self.log_work_income(
+            &task_id,
+            amount,
+            actual_payment,
+            evaluation_score,
+            &description,
+        )?;
+
+        Ok(actual_payment)
+    }
+
+    /// Add profit/loss from trading.
+    pub fn add_trading_profit(&self, profit: f64, _description: impl Into<String>) {
+        let mut state = self.state.lock();
+        state.balance += profit;
+        state.total_trading_profit += profit;
+
+        let sign = if profit >= 0.0 { "+" } else { "" };
+        tracing::info!(
+            "📈 Trading P&L: {}${:.2}, new balance: ${:.2}",
+            sign,
+            profit,
+            state.balance
+        );
+    }
+
+    /// Save end-of-day economic state.
+    pub fn save_daily_state(
+        &self,
+        date: &str,
+        work_income: f64,
+        trading_profit: f64,
+        completed_tasks: Vec<String>,
+        api_error: bool,
+    ) -> Result<()> {
+        let daily_cost = {
+            let state = self.state.lock();
+            state.daily.cost
+        };
+
+        self.save_balance_record(
+            date,
+            daily_cost,
+            work_income,
+            trading_profit,
+            completed_tasks,
+            api_error,
+        )?;
+
+        // Reset daily tracking
+        {
+            let mut state = self.state.lock();
+            state.daily.reset();
+            state.session.reset();
+        }
+
+        tracing::info!("💾 Saved daily state for {}", date);
+
+        Ok(())
+    }
+
+    /// Get current balance.
+    pub fn get_balance(&self) -> f64 {
+        self.state.lock().balance
+    }
+
+    /// Get net worth (balance + portfolio value).
+    pub fn get_net_worth(&self) -> f64 {
+        // TODO: Add trading portfolio value
+        self.get_balance()
+    }
+
+    /// Get current survival status.
+    pub fn get_survival_status(&self) -> SurvivalStatus {
+        let state = self.state.lock();
+        self.get_survival_status_inner(&state)
+    }
+
+    fn get_survival_status_inner(&self, state: &TrackerState) -> SurvivalStatus {
+        SurvivalStatus::from_balance(state.balance, state.initial_balance)
+    }
+
+    /// Check if agent is bankrupt.
+    pub fn is_bankrupt(&self) -> bool {
+        self.get_survival_status() == SurvivalStatus::Bankrupt
+    }
+
+    /// Get session cost so far.
+    pub fn get_session_cost(&self) -> f64 {
+        self.state.lock().session.cost
+    }
+
+    /// Get daily cost so far.
+    pub fn get_daily_cost(&self) -> f64 {
+        self.state.lock().daily.cost
+    }
+
+    /// Get comprehensive economic summary.
+    pub fn get_summary(&self) -> EconomicSummary {
+        let state = self.state.lock();
+        EconomicSummary {
+            signature: self.signature.clone(),
+            balance: state.balance,
+            initial_balance: state.initial_balance,
+            net_worth: state.balance, // TODO: Add portfolio
+            total_token_cost: state.total_token_cost,
+            total_work_income: state.total_work_income,
+            total_trading_profit: state.total_trading_profit,
+            session_cost: state.session.cost,
+            daily_cost: state.daily.cost,
+            session_input_tokens: state.session.input_tokens,
+            session_output_tokens: state.session.output_tokens,
+            survival_status: self.get_survival_status_inner(&state),
+            is_bankrupt: self.get_survival_status_inner(&state) == SurvivalStatus::Bankrupt,
+            min_evaluation_threshold: self.config.min_evaluation_threshold,
+        }
+    }
+
+    /// Reset session tracking (for new decision/activity).
+    pub fn reset_session(&self) {
+        self.state.lock().session.reset();
+    }
+
+    /// Record task completion statistics.
+    pub fn record_task_completion(
+        &self,
+        task_id: impl Into<String>,
+        work_submitted: bool,
+        wall_clock_seconds: f64,
+        evaluation_score: f64,
+        money_earned: f64,
+        attempt: u32,
+        date: Option<String>,
+    ) -> Result<()> {
+        let task_id = task_id.into();
+        let date = date.or_else(|| {
+            self.state.lock().task.task_date.clone()
+        }).unwrap_or_else(|| Utc::now().format("%Y-%m-%d").to_string());
+
+        let record = TaskCompletionRecord {
+            task_id: task_id.clone(),
+            date,
+            attempt,
+            work_submitted,
+            evaluation_score,
+            money_earned,
+            wall_clock_seconds,
+            timestamp: Utc::now(),
+        };
+
+        // Read existing records, filter out this task_id
+        let completions_file = self.task_completions_file_path();
+        let mut existing: Vec<String> = Vec::new();
+
+        if completions_file.exists() {
+            let file = File::open(&completions_file)?;
+            let reader = BufReader::new(file);
+            for line in reader.lines() {
+                let line = line?;
+                if line.trim().is_empty() {
+                    continue;
+                }
+                if let Ok(entry) = serde_json::from_str::<TaskCompletionRecord>(&line) {
+                    if entry.task_id != task_id {
+                        existing.push(line);
+                    }
+                } else {
+                    existing.push(line);
+                }
+            }
+        }
+
+        // Rewrite with updated record
+        let mut file = File::create(&completions_file)?;
+        for line in existing {
+            writeln!(file, "{}", line)?;
+        }
+        writeln!(file, "{}", serde_json::to_string(&record)?)?;
+        file.sync_all()?;
+
+        Ok(())
+    }
+
+    // ── Private helpers ──
+
+    fn balance_file_path(&self) -> PathBuf {
+        self.data_path.join("balance.jsonl")
+    }
+
+    fn token_costs_file_path(&self) -> PathBuf {
+        self.data_path.join("token_costs.jsonl")
+    }
+
+    fn task_completions_file_path(&self) -> PathBuf {
+        self.data_path.join("task_completions.jsonl")
+    }
+
+    fn load_latest_state(&self) -> Result<()> {
+        let balance_file = self.balance_file_path();
+        let file = File::open(&balance_file)?;
+        let reader = BufReader::new(file);
+
+        let mut last_record: Option<BalanceRecord> = None;
+        for line in reader.lines() {
+            let line = line?;
+            if let Ok(record) = serde_json::from_str::<BalanceRecord>(&line) {
+                last_record = Some(record);
+            }
+        }
+
+        if let Some(record) = last_record {
+            let mut state = self.state.lock();
+            state.balance = record.balance;
+            state.total_token_cost = record.total_token_cost;
+            state.total_work_income = record.total_work_income;
+            state.total_trading_profit = record.total_trading_profit;
+        }
+
+        Ok(())
+    }
+
+    fn save_task_record_inner(&self, state: &TrackerState) -> Result<()> {
+        let Some(ref task_id) = state.task.task_id else {
+            return Ok(());
+        };
+
+        let total_input = state.task.llm_calls.iter().map(|c| c.input_tokens).sum();
+        let total_output = state.task.llm_calls.iter().map(|c| c.output_tokens).sum();
+        let llm_call_count = state.task.llm_calls.len();
+
+        let token_based = state.task.api_calls.iter()
+            .filter(|c| c.pricing_model == PricingModel::PerToken)
+            .count();
+        let flat_rate = state.task.api_calls.iter()
+            .filter(|c| c.pricing_model == PricingModel::FlatRate)
+            .count();
+
+        let record = TaskCostRecord {
+            timestamp_end: Utc::now(),
+            timestamp_start: state.task.start_time.unwrap_or_else(Utc::now),
+            date: state.task.task_date.clone().unwrap_or_else(|| Utc::now().format("%Y-%m-%d").to_string()),
+            task_id: task_id.clone(),
+            llm_usage: LlmUsageSummary {
+                total_calls: llm_call_count,
+                total_input_tokens: total_input,
+                total_output_tokens: total_output,
+                total_tokens: total_input + total_output,
+                total_cost: state.task.costs.llm_tokens,
+                input_price_per_million: self.config.token_pricing.input_price_per_million,
+                output_price_per_million: self.config.token_pricing.output_price_per_million,
+                calls_detail: state.task.llm_calls.clone(),
+            },
+            api_usage: ApiUsageSummary {
+                total_calls: state.task.api_calls.len(),
+                search_api_cost: state.task.costs.search_api,
+                ocr_api_cost: state.task.costs.ocr_api,
+                other_api_cost: state.task.costs.other_api,
+                token_based_calls: token_based,
+                flat_rate_calls: flat_rate,
+                calls_detail: state.task.api_calls.clone(),
+            },
+            cost_summary: state.task.costs.clone(),
+            balance_after: state.balance,
+            session_cost: state.session.cost,
+            daily_cost: state.daily.cost,
+        };
+
+        let mut file = OpenOptions::new()
+            .create(true)
+            .append(true)
+            .open(self.token_costs_file_path())?;
+        writeln!(file, "{}", serde_json::to_string(&record)?)?;
+        file.sync_all()?;
+
+        Ok(())
+    }
+
+    fn save_balance_record(
+        &self,
+        date: &str,
+        token_cost_delta: f64,
+        work_income_delta: f64,
+        trading_profit_delta: f64,
+        completed_tasks: Vec<String>,
+        api_error: bool,
+    ) -> Result<()> {
+        let state = self.state.lock();
+
+        let task_completion_time = match (state.daily.first_task_start, state.daily.last_task_end) {
+            (Some(start), Some(end)) => Some((end - start).num_seconds() as f64),
+            _ => None,
+        };
+
+        let record = BalanceRecord {
+            date: date.to_string(),
+            balance: state.balance,
+            token_cost_delta,
+            work_income_delta,
+            trading_profit_delta,
+            total_token_cost: state.total_token_cost,
+            total_work_income: state.total_work_income,
+            total_trading_profit: state.total_trading_profit,
+            net_worth: state.balance,
+            survival_status: self.get_survival_status_inner(&state).to_string(),
+            completed_tasks,
+            task_id: state.daily.task_ids.first().cloned(),
+            task_completion_time_seconds: task_completion_time,
+            api_error,
+        };
+
+        drop(state); // Release lock before IO
+
+        let mut file = OpenOptions::new()
+            .create(true)
+            .append(true)
+            .open(self.balance_file_path())?;
+        writeln!(file, "{}", serde_json::to_string(&record)?)?;
+        file.sync_all()?;
+
+        Ok(())
+    }
+
+    fn log_work_income(
+        &self,
+        task_id: &str,
+        base_amount: f64,
+        actual_payment: f64,
+        evaluation_score: f64,
+        description: &str,
+    ) -> Result<()> {
+        let state = self.state.lock();
+
+        let record = WorkIncomeRecord {
+            timestamp: Utc::now(),
+            date: state.task.task_date.clone()
+                .unwrap_or_else(|| Utc::now().format("%Y-%m-%d").to_string()),
+            task_id: task_id.to_string(),
+            base_amount,
+            actual_payment,
+            evaluation_score,
+            threshold: self.config.min_evaluation_threshold,
+            payment_awarded: actual_payment > 0.0,
+            description: description.to_string(),
+            balance_after: state.balance,
+        };
+
+        drop(state);
+
+        let mut file = OpenOptions::new()
+            .create(true)
+            .append(true)
+            .open(self.token_costs_file_path())?;
+        writeln!(file, "{}", serde_json::to_string(&record)?)?;
+        file.sync_all()?;
+
+        Ok(())
+    }
+}
+
+impl std::fmt::Display for EconomicTracker {
+    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
+        let state = self.state.lock();
+        write!(
+            f,
+            "EconomicTracker(signature='{}', balance=${:.2}, status={})",
+            self.signature,
+            state.balance,
+            self.get_survival_status_inner(&state)
+        )
+    }
+}
+
+/// Comprehensive economic summary.
+#[derive(Debug, Clone, Serialize, Deserialize)]
+pub struct EconomicSummary {
+    pub signature: String,
+    pub balance: f64,
+    pub initial_balance: f64,
+    pub net_worth: f64,
+    pub total_token_cost: f64,
+    pub total_work_income: f64,
+    pub total_trading_profit: f64,
+    pub session_cost: f64,
+    pub daily_cost: f64,
+    pub session_input_tokens: u64,
+    pub session_output_tokens: u64,
+    pub survival_status: SurvivalStatus,
+    pub is_bankrupt: bool,
+    pub min_evaluation_threshold: f64,
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+    use tempfile::TempDir;
+
+    fn test_config() -> EconomicConfig {
+        EconomicConfig {
+            enabled: true,
+            initial_balance: 1000.0,
+            token_pricing: TokenPricing {
+                input_price_per_million: 3.0,
+                output_price_per_million: 15.0,
+            },
+            min_evaluation_threshold: 0.6,
+        }
+    }
+
+    #[test]
+    fn tracker_initialization() {
+        let tmp = TempDir::new().unwrap();
+        let config = test_config();
+        let tracker = EconomicTracker::new(
+            "test-agent",
+            config,
+            Some(tmp.path().to_path_buf()),
+        );
+
+        tracker.initialize().unwrap();
+
+        assert!((tracker.get_balance() - 1000.0).abs() < f64::EPSILON);
+        assert_eq!(tracker.get_survival_status(), SurvivalStatus::Thriving);
+    }
+
+    #[test]
+    fn track_tokens_reduces_balance() {
+        let tmp = TempDir::new().unwrap();
+        let tracker = EconomicTracker::new(
+            "test-agent",
+            test_config(),
+            Some(tmp.path().to_path_buf()),
+        );
+        tracker.initialize().unwrap();
+
+        tracker.start_task("task-1", None);
+        let cost = tracker.track_tokens(1000, 500, "agent", None);
+        tracker.end_task().unwrap();
+
+        // (1000/1M)*3 + (500/1M)*15 = 0.003 + 0.0075 = 0.0105
+        assert!((cost - 0.0105).abs() < 0.0001);
+        assert!((tracker.get_balance() - (1000.0 - 0.0105)).abs() < 0.0001);
+    }
+
+    #[test]
+    fn work_income_with_threshold() {
+        let tmp = TempDir::new().unwrap();
+        let tracker = EconomicTracker::new(
+            "test-agent",
+            test_config(),
+            Some(tmp.path().to_path_buf()),
+        );
+        tracker.initialize().unwrap();
+
+        // Below threshold - no payment
+        let payment = tracker.add_work_income(100.0, "task-1", 0.5, "").unwrap();
+        assert!((payment - 0.0).abs() < f64::EPSILON);
+        assert!((tracker.get_balance() - 1000.0).abs() < f64::EPSILON);
+
+        // At threshold - payment awarded
+        let payment = tracker.add_work_income(100.0, "task-2", 0.6, "").unwrap();
+        assert!((payment - 100.0).abs() < f64::EPSILON);
+        assert!((tracker.get_balance() - 1100.0).abs() < f64::EPSILON);
+    }
+
+    #[test]
+    fn survival_status_changes() {
+        let tmp = TempDir::new().unwrap();
+        let mut config = test_config();
+        config.initial_balance = 100.0;
+
+        let tracker = EconomicTracker::new(
+            "test-agent",
+            config,
+            Some(tmp.path().to_path_buf()),
+        );
+        tracker.initialize().unwrap();
+
+        assert_eq!(tracker.get_survival_status(), SurvivalStatus::Thriving);
+
+        // Spend 30% - should be stable
+        tracker.track_tokens(10_000_000, 0, "agent", Some(30.0));
+        assert_eq!(tracker.get_survival_status(), SurvivalStatus::Stable);
+
+        // Spend more to reach struggling
+        tracker.track_tokens(10_000_000, 0, "agent", Some(35.0));
+        assert_eq!(tracker.get_survival_status(), SurvivalStatus::Struggling);
+
+        // Spend more to reach critical
+        tracker.track_tokens(10_000_000, 0, "agent", Some(25.0));
+        assert_eq!(tracker.get_survival_status(), SurvivalStatus::Critical);
+
+        // Bankrupt
+        tracker.track_tokens(10_000_000, 0, "agent", Some(20.0));
+        assert_eq!(tracker.get_survival_status(), SurvivalStatus::Bankrupt);
+        assert!(tracker.is_bankrupt());
+    }
+
+    #[test]
+    fn state_persistence() {
+        let tmp = TempDir::new().unwrap();
+        let config = test_config();
+
+        // Create tracker, do some work, save state
+        {
+            let tracker = EconomicTracker::new(
+                "test-agent",
+                config.clone(),
+                Some(tmp.path().to_path_buf()),
+            );
+            tracker.initialize().unwrap();
+            tracker.track_tokens(1000, 500, "agent", Some(10.0));
+            tracker.save_daily_state("2025-01-01", 0.0, 0.0, vec![], false).unwrap();
+        }
+
+        // Create new tracker, should load state
+        {
+            let tracker = EconomicTracker::new(
+                "test-agent",
+                config,
+                Some(tmp.path().to_path_buf()),
+            );
+            tracker.initialize().unwrap();
+            assert!((tracker.get_balance() - 990.0).abs() < 0.01);
+        }
+    }
+
+    #[test]
+    fn api_call_categorization() {
+        let tmp = TempDir::new().unwrap();
+        let tracker = EconomicTracker::new(
+            "test-agent",
+            test_config(),
+            Some(tmp.path().to_path_buf()),
+        );
+        tracker.initialize().unwrap();
+
+        tracker.start_task("task-1", None);
+
+        // Search API
+        tracker.track_flat_api_call(0.001, "tavily_search");
+
+        // OCR API
+        tracker.track_api_call(1000, 1.0, "ocr_reader");
+
+        // Other API
+        tracker.track_flat_api_call(0.01, "some_api");
+
+        tracker.end_task().unwrap();
+
+        // Balance should reflect all costs
+        let expected_reduction = 0.001 + 0.001 + 0.01; // search + ocr + other
+        assert!((tracker.get_balance() - (1000.0 - expected_reduction)).abs() < 0.0001);
+    }
+}
diff --git a/src/lib.rs b/src/lib.rs
index 5a8be0779..8e2f8817c 100644
--- a/src/lib.rs
+++ b/src/lib.rs
@@ -47,6 +47,7 @@ pub mod config;
 pub mod coordination;
 pub(crate) mod cost;
 pub(crate) mod cron;
+pub mod economic;
 pub(crate) mod daemon;
 pub(crate) mod doctor;
 pub mod gateway;
diff --git a/src/onboard/wizard.rs b/src/onboard/wizard.rs
index 2d1d2f099..6a9c089b8 100644
--- a/src/onboard/wizard.rs
+++ b/src/onboard/wizard.rs
@@ -186,6 +186,7 @@ pub async fn run_wizard(force: bool) -> Result<Config> {
         proxy: crate::config::ProxyConfig::default(),
         identity: identity_config,
         cost: crate::config::CostConfig::default(),
+        economic: crate::config::EconomicConfig::default(),
         peripherals: crate::config::PeripheralsConfig::default(),
         agents: std::collections::HashMap::new(),
         hooks: crate::config::HooksConfig::default(),
@@ -550,6 +551,7 @@ async fn run_quick_setup_with_home(
         proxy: crate::config::ProxyConfig::default(),
         identity: crate::config::IdentityConfig::default(),
         cost: crate::config::CostConfig::default(),
+        economic: crate::config::EconomicConfig::default(),
         peripherals: crate::config::PeripheralsConfig::default(),
         agents: std::collections::HashMap::new(),
         hooks: crate::config::HooksConfig::default(),