kangshifu-board/docs/workshop-skill-release-20261109-r5/package/release.json

{
  "schema": "ksf.workshop-research-update.v1",
  "releaseId": "ksf-workshop-skill-update-20261109-r5",
  "baselines": {
    "r2": {
      "references/business-data-dictionary.json": "11863b16216f8746f24189444fc5ffd40512d313cfddd6fa99111b84ac3acfc2",
      "references/full-schema-and-intake.md": "08859f32fa51399c638cb9cc0669e69f53a630ebdfa0ad965b1d360115b3a901",
      "references/identity.md": "e7a7e585296297f7777ba1da613b7139ba5ea489cec76f7e1aa8dcca2f199a11",
      "references/research-library/data-contract.md": "280f74d7a01f97bbe4277803e76d1471f39be1b4dbf3835f3472e2a87cfe4993",
      "references/research-library/full-schema-and-intake.md": "3838a7984f57bf609d6e966e4bcb9672764483a31f11b1204ae1df3df47ee3d5",
      "references/research-library/operations.md": "1c913382bc325c50464c972b79d3687700e35b8f09752891b6400d7c2231aad8",
      "references/research-library/product-overview-and-intake.md": "fe3462b121fc3f8d5ec0392f68229c463e05a5b3bed985b3d356a1b975f5602e",
      "references/research-library/query-rules.md": "b94f92521a8e1f796788b34fa96c550362c41c6245a1940b936395a4ee4f7a3a",
      "references/research-library/research-data-dictionary.json": "270b998fca0d4dcd0ad53ff0bc7e2b5a11f88016133965053cf54f5a50bc525f",
      "references/research-library/retrieval-rules.md": "b26d5a314a17fbdfe3bb3a7e975ce0902cb9cd2851bf98432816a8246b3548c6",
      "references/workshop-analysis.md": "118d7d3b331f0fa3d97d779ded4bad97b3171d776bf4259c308b6af04ae3137b",
      "references/workshop-autonomous-research.md": "b124d3b76b68bf776c1f335c8bed1c32ef8df2bb655f705e43ec735ac350847c",
      "references/workshop-case-evidence.md": "b741aaf86c33463cdc1200b0c57dfa90ceb291478db411767a2c5c10ec13fb96",
      "references/workshop-category-scan.md": "ca6f4b3cc5f489fe01ae2117fe1f38b46df77f313847776ec455f06fb79639be",
      "references/workshop-commercial-feasibility.md": "bc486dfabc8b14eab00f84832a0ffb903d85ff637370f04fb9f9437ce702e3dd",
      "references/workshop-competitor-landscape.md": "ea947aa8df9eefccdae98004c906d2ffc3f65c69dd2aadd2df1867e5b51a0374",
      "references/workshop-concept-presentation.md": "ebf8ec723de693cdf81938bf6ca11f320ae03fb5beafefe6b043e55ac27a4113",
      "references/workshop-course-flow.md": "c249e00efcfaa93d848ad589bef4715a3e6e314b471fe7fdaedddbeedd39f627",
      "references/workshop-delivery.md": "25c2c2a9b4c3342f19f2ce6fd8fc4be88284616a15419d9cfe8f3a086bf72f2c",
      "references/workshop-opportunity-discovery.md": "0c413a47ef1dfbc496280c29a4141568b1a28c58ad3dc92509336748ba2480ec",
      "references/workshop-opportunity-validation.md": "e37b58453b10fde6703a7ed5c46eb4d19f1e4902cd7a98e9765a5121f8aa2e10",
      "references/workshop-research-acceptance.md": "d4e6fa4481c211f90c3faeb71ebe60a787bb4bdce98f464c03634e2f405475e9",
      "references/workshop-research-tasking.md": "438e3512d839198ba444b717c492926d81f6b694d77e44b2e1b27ea6437f6540",
      "references/workshop-tasks.md": "0cae72cf3c65661adc408b28fbcd1a2b831dede8ed4a5a45f258e285d0d84364",
      "references/workshop-three-source-opportunities.md": "830fb4902c6cc97086f460c8c8545eec14528f8c602fec3cd14d008f01c091a4",
      "references/workshop-value-proposition.md": "aed07ced1f425ee4d77cc76898fa7b6d29e061e80426b63fe2140198a25bbc7b",
      "references/workshop-verification.md": "2fc56d48d6f327f3b1895838bb4dece90a2c7f6606a8200c0d7c90821a868c37",
      "references/workshop-voc-clustering.md": "9a35159f2ed82adcc597dafa957223a3b73f5c3508c52d4120792f45bf51af29",
      "references/write-tasks.md": "197a02db39a78bd14803c27b455a51681b6ec32f8d50e69d6e32486a2e9fe2cc",
      "runtime-lock.json": "2605cbe8fd7be43b5969a4991f978dc0768dee5b4d65d18f7af15f75e9004a79",
      "scripts/describe-business-schema.mjs": "e96e8c3fc1a71f1edc39dfc250199aacfb1457aec851d29e6f3b2c35e918a279",
      "scripts/ksf-identity-bridge.mjs": "6ba3f0cb6527bc4a0a6218a898472ac65aa3dd9f3f57b597d77efcee641a7540",
      "scripts/ksf-identity.mjs": "9224ef89a96425890d54961fda1f4fcae3403aa7c753fe1d70ac62082f2ff77e",
      "scripts/ksf-secure.mjs": "10abc8fcb4c0dd459ff15c086668608b404cc0d61efaf559213a90d0a573ce75",
      "scripts/ksf-workshop.mjs": "7a04eb22d3429cdced23513717f36594f639539738994d45712a8bea738100a1",
      "scripts/ksf.mjs": "7ef128f7d022bfbc15c0ec813bfd87995c6297c6efe407a563c840f014aba477",
      "SKILL.md": "31875ed7d93bd6cb559e5fdf32aa117234b9cd514a35638a4d7f827eb3ce815d",
      "FILES.sha256": "4995e7e5a78184ca619debab347f1f46377688353a1d6baf2b0abb1275f43b14"
    },
    "r3": {
      "references/business-data-dictionary.json": "11863b16216f8746f24189444fc5ffd40512d313cfddd6fa99111b84ac3acfc2",
      "references/full-schema-and-intake.md": "08859f32fa51399c638cb9cc0669e69f53a630ebdfa0ad965b1d360115b3a901",
      "references/identity.md": "e7a7e585296297f7777ba1da613b7139ba5ea489cec76f7e1aa8dcca2f199a11",
      "references/research-library/data-contract.md": "280f74d7a01f97bbe4277803e76d1471f39be1b4dbf3835f3472e2a87cfe4993",
      "references/research-library/full-schema-and-intake.md": "3838a7984f57bf609d6e966e4bcb9672764483a31f11b1204ae1df3df47ee3d5",
      "references/research-library/operations.md": "1c913382bc325c50464c972b79d3687700e35b8f09752891b6400d7c2231aad8",
      "references/research-library/product-overview-and-intake.md": "fe3462b121fc3f8d5ec0392f68229c463e05a5b3bed985b3d356a1b975f5602e",
      "references/research-library/query-rules.md": "b94f92521a8e1f796788b34fa96c550362c41c6245a1940b936395a4ee4f7a3a",
      "references/research-library/research-data-dictionary.json": "270b998fca0d4dcd0ad53ff0bc7e2b5a11f88016133965053cf54f5a50bc525f",
      "references/research-library/retrieval-rules.md": "b26d5a314a17fbdfe3bb3a7e975ce0902cb9cd2851bf98432816a8246b3548c6",
      "references/workshop-analysis.md": "5de3432562f6a49513532280913a70a95319ecdfedc69d3e0db5f3ec92c7a395",
      "references/workshop-autonomous-research.md": "b124d3b76b68bf776c1f335c8bed1c32ef8df2bb655f705e43ec735ac350847c",
      "references/workshop-case-evidence.md": "b741aaf86c33463cdc1200b0c57dfa90ceb291478db411767a2c5c10ec13fb96",
      "references/workshop-category-scan.md": "f8bcd27f2cb7624f7617f2adcc92070c4fa80113ea31ee318575993a72c3676e",
      "references/workshop-commercial-feasibility.md": "bc486dfabc8b14eab00f84832a0ffb903d85ff637370f04fb9f9437ce702e3dd",
      "references/workshop-competitor-landscape.md": "3ce67368369de1f214735de03b594f5229b5ac4962423067378f8784ffbf245d",
      "references/workshop-concept-presentation.md": "ebf8ec723de693cdf81938bf6ca11f320ae03fb5beafefe6b043e55ac27a4113",
      "references/workshop-course-flow.md": "89d9f66eb0670857832d3a43d1bc31caa4d833a51218e42323d5a5e05c98e73d",
      "references/workshop-delivery.md": "e0bcec6e5936114f94790647cb79bdafff65dd70226fadfc371346511c54d233",
      "references/workshop-opportunity-discovery.md": "0c413a47ef1dfbc496280c29a4141568b1a28c58ad3dc92509336748ba2480ec",
      "references/workshop-opportunity-validation.md": "e37b58453b10fde6703a7ed5c46eb4d19f1e4902cd7a98e9765a5121f8aa2e10",
      "references/workshop-research-acceptance.md": "d4e6fa4481c211f90c3faeb71ebe60a787bb4bdce98f464c03634e2f405475e9",
      "references/workshop-research-tasking.md": "438e3512d839198ba444b717c492926d81f6b694d77e44b2e1b27ea6437f6540",
      "references/workshop-tasks.md": "0cae72cf3c65661adc408b28fbcd1a2b831dede8ed4a5a45f258e285d0d84364",
      "references/workshop-three-source-opportunities.md": "830fb4902c6cc97086f460c8c8545eec14528f8c602fec3cd14d008f01c091a4",
      "references/workshop-value-proposition.md": "aed07ced1f425ee4d77cc76898fa7b6d29e061e80426b63fe2140198a25bbc7b",
      "references/workshop-verification.md": "4548eac61e4a284f478361c914ddd206cf862bae53d9e057fab297155f2631a7",
      "references/workshop-voc-clustering.md": "9a35159f2ed82adcc597dafa957223a3b73f5c3508c52d4120792f45bf51af29",
      "references/write-tasks.md": "197a02db39a78bd14803c27b455a51681b6ec32f8d50e69d6e32486a2e9fe2cc",
      "runtime-lock.json": "2605cbe8fd7be43b5969a4991f978dc0768dee5b4d65d18f7af15f75e9004a79",
      "scripts/describe-business-schema.mjs": "e96e8c3fc1a71f1edc39dfc250199aacfb1457aec851d29e6f3b2c35e918a279",
      "scripts/ksf-identity-bridge.mjs": "6ba3f0cb6527bc4a0a6218a898472ac65aa3dd9f3f57b597d77efcee641a7540",
      "scripts/ksf-identity.mjs": "9224ef89a96425890d54961fda1f4fcae3403aa7c753fe1d70ac62082f2ff77e",
      "scripts/ksf-secure.mjs": "10abc8fcb4c0dd459ff15c086668608b404cc0d61efaf559213a90d0a573ce75",
      "scripts/ksf-workshop.mjs": "7a04eb22d3429cdced23513717f36594f639539738994d45712a8bea738100a1",
      "scripts/ksf.mjs": "7ef128f7d022bfbc15c0ec813bfd87995c6297c6efe407a563c840f014aba477",
      "SKILL.md": "d8f3c5bd3ba8cd24a40aad37a19f9e2b3404201726070abc9fef9ade552e06e0",
      "references/workshop-feedback.md": "f7a8b9806b314dbe7195baa98902af7dd511fbcc2f7402843f11da44c5951f79",
      "FILES.sha256": "a4da4aa14f1e83cf853cb75594d84f6474e27edc1cdc5ca2aa61d1c59764fc60"
    },
    "r4": {
      "SKILL.md": "85e44939bdbb3b55d512a4f5eb6daf9eac216634d1165ac3b576e9cc470176e8",
      "references/business-data-dictionary.json": "11863b16216f8746f24189444fc5ffd40512d313cfddd6fa99111b84ac3acfc2",
      "references/full-schema-and-intake.md": "08859f32fa51399c638cb9cc0669e69f53a630ebdfa0ad965b1d360115b3a901",
      "references/identity.md": "e7a7e585296297f7777ba1da613b7139ba5ea489cec76f7e1aa8dcca2f199a11",
      "references/research-library/data-contract.md": "280f74d7a01f97bbe4277803e76d1471f39be1b4dbf3835f3472e2a87cfe4993",
      "references/research-library/full-schema-and-intake.md": "3838a7984f57bf609d6e966e4bcb9672764483a31f11b1204ae1df3df47ee3d5",
      "references/research-library/operations.md": "8014350048f0bfe3688000e223913691b6fd652f568d8d5959b2817431ecd6ed",
      "references/research-library/product-overview-and-intake.md": "fe3462b121fc3f8d5ec0392f68229c463e05a5b3bed985b3d356a1b975f5602e",
      "references/research-library/query-rules.md": "b94f92521a8e1f796788b34fa96c550362c41c6245a1940b936395a4ee4f7a3a",
      "references/research-library/research-data-dictionary.json": "270b998fca0d4dcd0ad53ff0bc7e2b5a11f88016133965053cf54f5a50bc525f",
      "references/research-library/retrieval-rules.md": "b26d5a314a17fbdfe3bb3a7e975ce0902cb9cd2851bf98432816a8246b3548c6",
      "references/workshop-analysis.md": "2aac436a9c8e72e07ebd742943759f7d058deef76c16ef94b26d9000dd4bdfe9",
      "references/workshop-autonomous-research.md": "3deb31a3f101a5db4c8fc3ca576567c13855475a20b80616c66db6888aafdb07",
      "references/workshop-case-evidence.md": "b741aaf86c33463cdc1200b0c57dfa90ceb291478db411767a2c5c10ec13fb96",
      "references/workshop-category-scan.md": "2aba9501b6baddea65cea1df46f90382d45ad9c554a4f69e4efed579a9743cc9",
      "references/workshop-commercial-feasibility.md": "bc486dfabc8b14eab00f84832a0ffb903d85ff637370f04fb9f9437ce702e3dd",
      "references/workshop-competitor-landscape.md": "81c3bb7fa3ad69914ef8634b61a395790e8a14a70770e64a6bf52fb7fe05c68a",
      "references/workshop-concept-presentation.md": "ebf8ec723de693cdf81938bf6ca11f320ae03fb5beafefe6b043e55ac27a4113",
      "references/workshop-course-flow.md": "bb018b530a415580b9210dbacdc2cb985b2d8691c03fdd938e3642971e0988f8",
      "references/workshop-delivery.md": "e0bcec6e5936114f94790647cb79bdafff65dd70226fadfc371346511c54d233",
      "references/workshop-feedback.md": "0a7d919e6489c3758f05ca9901d77205158860af5c892232ecb9316a1a99e7d8",
      "references/workshop-opportunity-discovery.md": "0c413a47ef1dfbc496280c29a4141568b1a28c58ad3dc92509336748ba2480ec",
      "references/workshop-opportunity-validation.md": "e37b58453b10fde6703a7ed5c46eb4d19f1e4902cd7a98e9765a5121f8aa2e10",
      "references/workshop-research-acceptance.md": "d4e6fa4481c211f90c3faeb71ebe60a787bb4bdce98f464c03634e2f405475e9",
      "references/workshop-research-loop.md": "2baadc2b61b0461b3a121a9ad2f49cc89fad7e70a38a5bf423011b9cf84b410a",
      "references/workshop-research-tasking.md": "5e9794f86fe096e269adf3bdf59d64e2c492d6fb20b3e3036764bdb3f7e2011f",
      "references/workshop-tasks.md": "8cd50876458375c3cc5293295fb9c89430ea71981eb6b7fb7545e9f3c7da25eb",
      "references/workshop-three-source-opportunities.md": "830fb4902c6cc97086f460c8c8545eec14528f8c602fec3cd14d008f01c091a4",
      "references/workshop-value-proposition.md": "aed07ced1f425ee4d77cc76898fa7b6d29e061e80426b63fe2140198a25bbc7b",
      "references/workshop-verification.md": "4548eac61e4a284f478361c914ddd206cf862bae53d9e057fab297155f2631a7",
      "references/workshop-voc-clustering.md": "9a35159f2ed82adcc597dafa957223a3b73f5c3508c52d4120792f45bf51af29",
      "references/write-tasks.md": "197a02db39a78bd14803c27b455a51681b6ec32f8d50e69d6e32486a2e9fe2cc",
      "runtime-lock.json": "2605cbe8fd7be43b5969a4991f978dc0768dee5b4d65d18f7af15f75e9004a79",
      "scripts/describe-business-schema.mjs": "e96e8c3fc1a71f1edc39dfc250199aacfb1457aec851d29e6f3b2c35e918a279",
      "scripts/ksf-identity-bridge.mjs": "6ba3f0cb6527bc4a0a6218a898472ac65aa3dd9f3f57b597d77efcee641a7540",
      "scripts/ksf-identity.mjs": "9224ef89a96425890d54961fda1f4fcae3403aa7c753fe1d70ac62082f2ff77e",
      "scripts/ksf-secure.mjs": "10abc8fcb4c0dd459ff15c086668608b404cc0d61efaf559213a90d0a573ce75",
      "scripts/ksf-workshop.mjs": "7a04eb22d3429cdced23513717f36594f639539738994d45712a8bea738100a1",
      "scripts/ksf.mjs": "7ef128f7d022bfbc15c0ec813bfd87995c6297c6efe407a563c840f014aba477",
      "FILES.sha256": "f7993111efcea575e432dcdf9ff53ca91c6695574a7d31628f9290a769daf461"
    }
  },
  "candidate": {
    "SKILL.md": "16b428f4f4fa0819a764505269116f3f91e503342d9813d3855bc5c2cf80feb6",
    "references/business-data-dictionary.json": "11863b16216f8746f24189444fc5ffd40512d313cfddd6fa99111b84ac3acfc2",
    "references/full-schema-and-intake.md": "08859f32fa51399c638cb9cc0669e69f53a630ebdfa0ad965b1d360115b3a901",
    "references/identity.md": "e7a7e585296297f7777ba1da613b7139ba5ea489cec76f7e1aa8dcca2f199a11",
    "references/research-library/data-contract.md": "280f74d7a01f97bbe4277803e76d1471f39be1b4dbf3835f3472e2a87cfe4993",
    "references/research-library/full-schema-and-intake.md": "3838a7984f57bf609d6e966e4bcb9672764483a31f11b1204ae1df3df47ee3d5",
    "references/research-library/operations.md": "8014350048f0bfe3688000e223913691b6fd652f568d8d5959b2817431ecd6ed",
    "references/research-library/product-overview-and-intake.md": "fe3462b121fc3f8d5ec0392f68229c463e05a5b3bed985b3d356a1b975f5602e",
    "references/research-library/query-rules.md": "b94f92521a8e1f796788b34fa96c550362c41c6245a1940b936395a4ee4f7a3a",
    "references/research-library/research-data-dictionary.json": "270b998fca0d4dcd0ad53ff0bc7e2b5a11f88016133965053cf54f5a50bc525f",
    "references/research-library/retrieval-rules.md": "b26d5a314a17fbdfe3bb3a7e975ce0902cb9cd2851bf98432816a8246b3548c6",
    "references/workshop-analysis.md": "4bd8511d98024ed6c2a25010162aee0a5abd56a22cd0300c5fbdfb240060f0b3",
    "references/workshop-autonomous-research.md": "3deb31a3f101a5db4c8fc3ca576567c13855475a20b80616c66db6888aafdb07",
    "references/workshop-case-evidence.md": "b741aaf86c33463cdc1200b0c57dfa90ceb291478db411767a2c5c10ec13fb96",
    "references/workshop-category-scan.md": "2aba9501b6baddea65cea1df46f90382d45ad9c554a4f69e4efed579a9743cc9",
    "references/workshop-commercial-feasibility.md": "bc486dfabc8b14eab00f84832a0ffb903d85ff637370f04fb9f9437ce702e3dd",
    "references/workshop-competitor-landscape.md": "7a2962b9f48c44547464e6fd533ea380e0bdb14a22f58626bc0aa95681e4838f",
    "references/workshop-concept-presentation.md": "ebf8ec723de693cdf81938bf6ca11f320ae03fb5beafefe6b043e55ac27a4113",
    "references/workshop-course-flow.md": "bb018b530a415580b9210dbacdc2cb985b2d8691c03fdd938e3642971e0988f8",
    "references/workshop-delivery.md": "555cbfdd2630aa4a6cf420c2fd4928e7e6f40403b9c2d8c4089d183ab5f4c440",
    "references/workshop-feedback.md": "e67ea57eb93c826f386f10d4d1a73a27be28bb303d014138adb5c0de734c518f",
    "references/workshop-innovation-reasoning.md": "21fc33ab605a2fa2ce1f86cb9cc8b78aa5bbba95f62541fceca8347407d678d6",
    "references/workshop-opportunity-discovery.md": "0c413a47ef1dfbc496280c29a4141568b1a28c58ad3dc92509336748ba2480ec",
    "references/workshop-opportunity-validation.md": "e37b58453b10fde6703a7ed5c46eb4d19f1e4902cd7a98e9765a5121f8aa2e10",
    "references/workshop-research-acceptance.md": "d4e6fa4481c211f90c3faeb71ebe60a787bb4bdce98f464c03634e2f405475e9",
    "references/workshop-research-loop.md": "2baadc2b61b0461b3a121a9ad2f49cc89fad7e70a38a5bf423011b9cf84b410a",
    "references/workshop-research-tasking.md": "5e9794f86fe096e269adf3bdf59d64e2c492d6fb20b3e3036764bdb3f7e2011f",
    "references/workshop-tasks.md": "8cd50876458375c3cc5293295fb9c89430ea71981eb6b7fb7545e9f3c7da25eb",
    "references/workshop-three-source-opportunities.md": "830fb4902c6cc97086f460c8c8545eec14528f8c602fec3cd14d008f01c091a4",
    "references/workshop-value-proposition.md": "1589247eade7243f430be161ed987ecbddf9eb9fdcf1873a5d1f5a141ac89c05",
    "references/workshop-verification.md": "4548eac61e4a284f478361c914ddd206cf862bae53d9e057fab297155f2631a7",
    "references/workshop-voc-clustering.md": "64c0c150a2dd78a3a399bdf56083ad8a168b3955ada71777f5e1b4da2c13680d",
    "references/write-tasks.md": "197a02db39a78bd14803c27b455a51681b6ec32f8d50e69d6e32486a2e9fe2cc",
    "runtime-lock.json": "2605cbe8fd7be43b5969a4991f978dc0768dee5b4d65d18f7af15f75e9004a79",
    "scripts/describe-business-schema.mjs": "e96e8c3fc1a71f1edc39dfc250199aacfb1457aec851d29e6f3b2c35e918a279",
    "scripts/ksf-identity-bridge.mjs": "6ba3f0cb6527bc4a0a6218a898472ac65aa3dd9f3f57b597d77efcee641a7540",
    "scripts/ksf-identity.mjs": "9224ef89a96425890d54961fda1f4fcae3403aa7c753fe1d70ac62082f2ff77e",
    "scripts/ksf-secure.mjs": "10abc8fcb4c0dd459ff15c086668608b404cc0d61efaf559213a90d0a573ce75",
    "scripts/ksf-workshop.mjs": "7a04eb22d3429cdced23513717f36594f639539738994d45712a8bea738100a1",
    "scripts/ksf.mjs": "7ef128f7d022bfbc15c0ec813bfd87995c6297c6efe407a563c840f014aba477",
    "FILES.sha256": "21ae0a245de46e9acbf97ed31718aeb1cdb4ea8ff1ca38259a2b3a9b0c9795e1"
  },
  "baselineArchiveSha256": {
    "r2": "65660a366589d1b7a6c93b333e9ab1017a487e4b3f5c7399f225c38aedb9e844",
    "r3": "83c44c8a2f16c682faa5f91f41f513c7d638839cedf43516f96a6cb9bec14828",
    "r4": "c9b60ce30fb5d3bed2b2a73ac7bc33f6c6b639dc100afd7cef4fe82a7e988308"
  },
  "researchEntryNames": [
    "references/data-contract.md",
    "references/full-schema-and-intake.md",
    "references/product-overview-and-intake.md",
    "references/query-rules.md",
    "references/research-data-dictionary.json",
    "references/retrieval-rules.md",
    "scripts/agent_batch.py",
    "scripts/intake_contract.py",
    "scripts/library_channel.py",
    "scripts/product_insights.py",
    "scripts/query_voc.py",
    "scripts/retrieval.py",
    "scripts/schema.sql",
    "scripts/schema_catalog.py",
    "scripts/structured_batch.py",
    "scripts/taxonomy.json",
    "scripts/update_library.py",
    "scripts/voc_db.py"
  ],
  "researchRuntimePins": {
    "scripts/query_voc.py": "ba37ea168120821ee0ecd3ae5cad75ba1891d90b4c4701ed09e0ed51784deeab",
    "scripts/library_channel.py": "f3c1904304a21942cddb9adf3079098f8119ea35388b027ffc95fd01e592c3d9",
    "scripts/voc_db.py": "241b42e2bd504b1e3776662e0e624f63efbf00ca55de04f0ea6f7ca7205ee3d8",
    "scripts/retrieval.py": "5d684df69bcedd2d6769aee4328011903ec6e5f52649e96508f53deeb0b0a27c"
  },
  "plans": {
    "r2": [
      {
        "path": "SKILL.md",
        "action": "update",
        "beforeSha256": "31875ed7d93bd6cb559e5fdf32aa117234b9cd514a35638a4d7f827eb3ce815d",
        "afterSha256": "16b428f4f4fa0819a764505269116f3f91e503342d9813d3855bc5c2cf80feb6"
      },
      {
        "path": "references/research-library/operations.md",
        "action": "update",
        "beforeSha256": "1c913382bc325c50464c972b79d3687700e35b8f09752891b6400d7c2231aad8",
        "afterSha256": "8014350048f0bfe3688000e223913691b6fd652f568d8d5959b2817431ecd6ed"
      },
      {
        "path": "references/workshop-analysis.md",
        "action": "update",
        "beforeSha256": "118d7d3b331f0fa3d97d779ded4bad97b3171d776bf4259c308b6af04ae3137b",
        "afterSha256": "4bd8511d98024ed6c2a25010162aee0a5abd56a22cd0300c5fbdfb240060f0b3"
      },
      {
        "path": "references/workshop-autonomous-research.md",
        "action": "update",
        "beforeSha256": "b124d3b76b68bf776c1f335c8bed1c32ef8df2bb655f705e43ec735ac350847c",
        "afterSha256": "3deb31a3f101a5db4c8fc3ca576567c13855475a20b80616c66db6888aafdb07"
      },
      {
        "path": "references/workshop-category-scan.md",
        "action": "update",
        "beforeSha256": "ca6f4b3cc5f489fe01ae2117fe1f38b46df77f313847776ec455f06fb79639be",
        "afterSha256": "2aba9501b6baddea65cea1df46f90382d45ad9c554a4f69e4efed579a9743cc9"
      },
      {
        "path": "references/workshop-competitor-landscape.md",
        "action": "update",
        "beforeSha256": "ea947aa8df9eefccdae98004c906d2ffc3f65c69dd2aadd2df1867e5b51a0374",
        "afterSha256": "7a2962b9f48c44547464e6fd533ea380e0bdb14a22f58626bc0aa95681e4838f"
      },
      {
        "path": "references/workshop-course-flow.md",
        "action": "update",
        "beforeSha256": "c249e00efcfaa93d848ad589bef4715a3e6e314b471fe7fdaedddbeedd39f627",
        "afterSha256": "bb018b530a415580b9210dbacdc2cb985b2d8691c03fdd938e3642971e0988f8"
      },
      {
        "path": "references/workshop-delivery.md",
        "action": "update",
        "beforeSha256": "25c2c2a9b4c3342f19f2ce6fd8fc4be88284616a15419d9cfe8f3a086bf72f2c",
        "afterSha256": "555cbfdd2630aa4a6cf420c2fd4928e7e6f40403b9c2d8c4089d183ab5f4c440"
      },
      {
        "path": "references/workshop-feedback.md",
        "action": "create",
        "beforeSha256": null,
        "afterSha256": "e67ea57eb93c826f386f10d4d1a73a27be28bb303d014138adb5c0de734c518f"
      },
      {
        "path": "references/workshop-innovation-reasoning.md",
        "action": "create",
        "beforeSha256": null,
        "afterSha256": "21fc33ab605a2fa2ce1f86cb9cc8b78aa5bbba95f62541fceca8347407d678d6"
      },
      {
        "path": "references/workshop-research-loop.md",
        "action": "create",
        "beforeSha256": null,
        "afterSha256": "2baadc2b61b0461b3a121a9ad2f49cc89fad7e70a38a5bf423011b9cf84b410a"
      },
      {
        "path": "references/workshop-research-tasking.md",
        "action": "update",
        "beforeSha256": "438e3512d839198ba444b717c492926d81f6b694d77e44b2e1b27ea6437f6540",
        "afterSha256": "5e9794f86fe096e269adf3bdf59d64e2c492d6fb20b3e3036764bdb3f7e2011f"
      },
      {
        "path": "references/workshop-tasks.md",
        "action": "update",
        "beforeSha256": "0cae72cf3c65661adc408b28fbcd1a2b831dede8ed4a5a45f258e285d0d84364",
        "afterSha256": "8cd50876458375c3cc5293295fb9c89430ea71981eb6b7fb7545e9f3c7da25eb"
      },
      {
        "path": "references/workshop-value-proposition.md",
        "action": "update",
        "beforeSha256": "aed07ced1f425ee4d77cc76898fa7b6d29e061e80426b63fe2140198a25bbc7b",
        "afterSha256": "1589247eade7243f430be161ed987ecbddf9eb9fdcf1873a5d1f5a141ac89c05"
      },
      {
        "path": "references/workshop-verification.md",
        "action": "update",
        "beforeSha256": "2fc56d48d6f327f3b1895838bb4dece90a2c7f6606a8200c0d7c90821a868c37",
        "afterSha256": "4548eac61e4a284f478361c914ddd206cf862bae53d9e057fab297155f2631a7"
      },
      {
        "path": "references/workshop-voc-clustering.md",
        "action": "update",
        "beforeSha256": "9a35159f2ed82adcc597dafa957223a3b73f5c3508c52d4120792f45bf51af29",
        "afterSha256": "64c0c150a2dd78a3a399bdf56083ad8a168b3955ada71777f5e1b4da2c13680d"
      },
      {
        "path": "FILES.sha256",
        "action": "update",
        "beforeSha256": "4995e7e5a78184ca619debab347f1f46377688353a1d6baf2b0abb1275f43b14",
        "afterSha256": "21ae0a245de46e9acbf97ed31718aeb1cdb4ea8ff1ca38259a2b3a9b0c9795e1"
      }
    ],
    "r3": [
      {
        "path": "SKILL.md",
        "action": "update",
        "beforeSha256": "d8f3c5bd3ba8cd24a40aad37a19f9e2b3404201726070abc9fef9ade552e06e0",
        "afterSha256": "16b428f4f4fa0819a764505269116f3f91e503342d9813d3855bc5c2cf80feb6"
      },
      {
        "path": "references/research-library/operations.md",
        "action": "update",
        "beforeSha256": "1c913382bc325c50464c972b79d3687700e35b8f09752891b6400d7c2231aad8",
        "afterSha256": "8014350048f0bfe3688000e223913691b6fd652f568d8d5959b2817431ecd6ed"
      },
      {
        "path": "references/workshop-analysis.md",
        "action": "update",
        "beforeSha256": "5de3432562f6a49513532280913a70a95319ecdfedc69d3e0db5f3ec92c7a395",
        "afterSha256": "4bd8511d98024ed6c2a25010162aee0a5abd56a22cd0300c5fbdfb240060f0b3"
      },
      {
        "path": "references/workshop-autonomous-research.md",
        "action": "update",
        "beforeSha256": "b124d3b76b68bf776c1f335c8bed1c32ef8df2bb655f705e43ec735ac350847c",
        "afterSha256": "3deb31a3f101a5db4c8fc3ca576567c13855475a20b80616c66db6888aafdb07"
      },
      {
        "path": "references/workshop-category-scan.md",
        "action": "update",
        "beforeSha256": "f8bcd27f2cb7624f7617f2adcc92070c4fa80113ea31ee318575993a72c3676e",
        "afterSha256": "2aba9501b6baddea65cea1df46f90382d45ad9c554a4f69e4efed579a9743cc9"
      },
      {
        "path": "references/workshop-competitor-landscape.md",
        "action": "update",
        "beforeSha256": "3ce67368369de1f214735de03b594f5229b5ac4962423067378f8784ffbf245d",
        "afterSha256": "7a2962b9f48c44547464e6fd533ea380e0bdb14a22f58626bc0aa95681e4838f"
      },
      {
        "path": "references/workshop-course-flow.md",
        "action": "update",
        "beforeSha256": "89d9f66eb0670857832d3a43d1bc31caa4d833a51218e42323d5a5e05c98e73d",
        "afterSha256": "bb018b530a415580b9210dbacdc2cb985b2d8691c03fdd938e3642971e0988f8"
      },
      {
        "path": "references/workshop-delivery.md",
        "action": "update",
        "beforeSha256": "e0bcec6e5936114f94790647cb79bdafff65dd70226fadfc371346511c54d233",
        "afterSha256": "555cbfdd2630aa4a6cf420c2fd4928e7e6f40403b9c2d8c4089d183ab5f4c440"
      },
      {
        "path": "references/workshop-feedback.md",
        "action": "update",
        "beforeSha256": "f7a8b9806b314dbe7195baa98902af7dd511fbcc2f7402843f11da44c5951f79",
        "afterSha256": "e67ea57eb93c826f386f10d4d1a73a27be28bb303d014138adb5c0de734c518f"
      },
      {
        "path": "references/workshop-innovation-reasoning.md",
        "action": "create",
        "beforeSha256": null,
        "afterSha256": "21fc33ab605a2fa2ce1f86cb9cc8b78aa5bbba95f62541fceca8347407d678d6"
      },
      {
        "path": "references/workshop-research-loop.md",
        "action": "create",
        "beforeSha256": null,
        "afterSha256": "2baadc2b61b0461b3a121a9ad2f49cc89fad7e70a38a5bf423011b9cf84b410a"
      },
      {
        "path": "references/workshop-research-tasking.md",
        "action": "update",
        "beforeSha256": "438e3512d839198ba444b717c492926d81f6b694d77e44b2e1b27ea6437f6540",
        "afterSha256": "5e9794f86fe096e269adf3bdf59d64e2c492d6fb20b3e3036764bdb3f7e2011f"
      },
      {
        "path": "references/workshop-tasks.md",
        "action": "update",
        "beforeSha256": "0cae72cf3c65661adc408b28fbcd1a2b831dede8ed4a5a45f258e285d0d84364",
        "afterSha256": "8cd50876458375c3cc5293295fb9c89430ea71981eb6b7fb7545e9f3c7da25eb"
      },
      {
        "path": "references/workshop-value-proposition.md",
        "action": "update",
        "beforeSha256": "aed07ced1f425ee4d77cc76898fa7b6d29e061e80426b63fe2140198a25bbc7b",
        "afterSha256": "1589247eade7243f430be161ed987ecbddf9eb9fdcf1873a5d1f5a141ac89c05"
      },
      {
        "path": "references/workshop-voc-clustering.md",
        "action": "update",
        "beforeSha256": "9a35159f2ed82adcc597dafa957223a3b73f5c3508c52d4120792f45bf51af29",
        "afterSha256": "64c0c150a2dd78a3a399bdf56083ad8a168b3955ada71777f5e1b4da2c13680d"
      },
      {
        "path": "FILES.sha256",
        "action": "update",
        "beforeSha256": "a4da4aa14f1e83cf853cb75594d84f6474e27edc1cdc5ca2aa61d1c59764fc60",
        "afterSha256": "21ae0a245de46e9acbf97ed31718aeb1cdb4ea8ff1ca38259a2b3a9b0c9795e1"
      }
    ],
    "r4": [
      {
        "path": "SKILL.md",
        "action": "update",
        "beforeSha256": "85e44939bdbb3b55d512a4f5eb6daf9eac216634d1165ac3b576e9cc470176e8",
        "afterSha256": "16b428f4f4fa0819a764505269116f3f91e503342d9813d3855bc5c2cf80feb6"
      },
      {
        "path": "references/workshop-analysis.md",
        "action": "update",
        "beforeSha256": "2aac436a9c8e72e07ebd742943759f7d058deef76c16ef94b26d9000dd4bdfe9",
        "afterSha256": "4bd8511d98024ed6c2a25010162aee0a5abd56a22cd0300c5fbdfb240060f0b3"
      },
      {
        "path": "references/workshop-competitor-landscape.md",
        "action": "update",
        "beforeSha256": "81c3bb7fa3ad69914ef8634b61a395790e8a14a70770e64a6bf52fb7fe05c68a",
        "afterSha256": "7a2962b9f48c44547464e6fd533ea380e0bdb14a22f58626bc0aa95681e4838f"
      },
      {
        "path": "references/workshop-delivery.md",
        "action": "update",
        "beforeSha256": "e0bcec6e5936114f94790647cb79bdafff65dd70226fadfc371346511c54d233",
        "afterSha256": "555cbfdd2630aa4a6cf420c2fd4928e7e6f40403b9c2d8c4089d183ab5f4c440"
      },
      {
        "path": "references/workshop-feedback.md",
        "action": "update",
        "beforeSha256": "0a7d919e6489c3758f05ca9901d77205158860af5c892232ecb9316a1a99e7d8",
        "afterSha256": "e67ea57eb93c826f386f10d4d1a73a27be28bb303d014138adb5c0de734c518f"
      },
      {
        "path": "references/workshop-innovation-reasoning.md",
        "action": "create",
        "beforeSha256": null,
        "afterSha256": "21fc33ab605a2fa2ce1f86cb9cc8b78aa5bbba95f62541fceca8347407d678d6"
      },
      {
        "path": "references/workshop-value-proposition.md",
        "action": "update",
        "beforeSha256": "aed07ced1f425ee4d77cc76898fa7b6d29e061e80426b63fe2140198a25bbc7b",
        "afterSha256": "1589247eade7243f430be161ed987ecbddf9eb9fdcf1873a5d1f5a141ac89c05"
      },
      {
        "path": "references/workshop-voc-clustering.md",
        "action": "update",
        "beforeSha256": "9a35159f2ed82adcc597dafa957223a3b73f5c3508c52d4120792f45bf51af29",
        "afterSha256": "64c0c150a2dd78a3a399bdf56083ad8a168b3955ada71777f5e1b4da2c13680d"
      },
      {
        "path": "FILES.sha256",
        "action": "update",
        "beforeSha256": "f7993111efcea575e432dcdf9ff53ca91c6695574a7d31628f9290a769daf461",
        "afterSha256": "21ae0a245de46e9acbf97ed31718aeb1cdb4ea8ff1ca38259a2b3a9b0c9795e1"
      }
    ]
  },
  "runtimeReplacementAllowed": false,
  "businessWritesDuringUpgrade": false,
  "serviceRestartAllowed": false,
  "credentialsIncluded": false
}