{
  "name": "atomic-agents — 7 skills",
  "slug": "source-skills-48c314c62b0dfd210a687065",
  "type": "skills",
  "category": "developer-tools",
  "example": false,
  "evidence_state": "pinned_source_listing",
  "stamp": "Pinned source listing — machine-checked",
  "summary": "Pinned source declarations and file hashes were listed.",
  "outcome": "Listed 7 skill declarations. Ran 411 git commands; each one's exit status and output hash is in commands.json. Scope: acquisition and static inspection.",
  "rule_results": [
    "The retained source tree matches its acquisition manifest.",
    "Declared skill names (listing.json): create-atomic-agent; create-atomic-context-provider; create-atomic-schema; create-atomic-tool; framework; new-app; troubleshoot"
  ],
  "task": "What declarations and files are present in this pinned source?",
  "setup": "Git blob acquisition followed by static source inspection.",
  "limitations": "Scope: acquisition and static inspection. Command results: commands.json.",
  "source_url": "https://github.com/BrainBlend-AI/atomic-agents.git",
  "documentation_url": "https://github.com/BrainBlend-AI/atomic-agents.git",
  "commit": "33d2ec94f42d4a65393a336e35edf21ee5700303",
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    "docs/examples/mcp_agent.md": "009218e27ae2207104757988200e57800f95cd2e2fabb1c0f36be9ac3f49de94",
    "docs/guides/cookbook.md": "7d57a246142279137a66ac2818c1ce5c272be45ebf0e30d8ae479db40b85d9e6",
    "docs/guides/deployment.md": "4c457c212bb967fdd575e468b2215293759ba3db7cd54654fbdf95bb78769027",
    "docs/guides/error-handling.md": "3cda573f8a9251e57629e501d0da9486de32bb1471db00f5f84517fab933a99e",
    "docs/guides/faq.md": "23747d4e861d7e6d086c95dc28713a37039d03bd2a97c68c8bb34f2ae1f57e6b",
    "docs/guides/hooks.md": "7beb10c184a1f99955f667730e0fadc02a66a55722aebbeeada05d405d6223e3",
    "docs/guides/index.md": "3963e1277e677325ee8c0a52867957abd955a9ab2cf5bf17a8089ef4a70ff442",
    "docs/guides/logging.md": "b43bd0124190ee4e8bd1306e40c2ea6f585b6b2ea5fee49b0744be0f871c2c0c",
    "docs/guides/memory.md": "51dda8d64acede6f8a5a43d464f45704c98d1bb21fc8a211611e931d2ab969e4",
    "docs/guides/orchestration.md": "def65ce02097d9e5a3d6851b8a1f7f7ec4b3ea997c46fcee99e757a8beb004aa",
    "docs/guides/performance.md": "fad4211cf3882f63c7061c76b2b1269b9fa004403c39b4367972f3763b3bd484",
    "docs/guides/quickstart.md": "01de9ccb63a121f5bacea30b84b27dac37fa930d490d86ab643b6a5bfc4df411",
    "docs/guides/security.md": "95ee9351bf0eb550b0ce8893e4bfa0f90dfad0814af8ef5afd613a69c60e2022",
    "docs/guides/testing.md": "58b7241eca0d305c88b8dd6b1781b1ac88ea934d3e2eef771beb788124aa665e",
    "docs/guides/tools.md": "e52fad86f238114c70679e8999eaf5a0f0449c1f46b20c1f9cd65d7f0ab5d19b",
    "docs/index.md": "3eb6962add574dc624ea7b3b007833bcf85f8ca32fcabee6aca75868f58ac868",
    "docs/make.bat": "ed525cc4d41b62b8b96d4b62a44ef32d6ccfd9324a379a82d5f71b5fb6d57776",
    "greptile.json": "0c19c1ef9ebaac35b4aa09ac59944be6b4bc3df9c525341ea744c89010aed826",
    "guides/DEV_GUIDE.md": "510a8aa5a3b41d7ad33f8d9d59f77de7e8458f043eb8cd5f4f860433372c4a6c",
    "pyproject.toml": "39442884af52945d4963ba8abfa926a5267c74639747048c5ec46628c4dbe3c5",
    "pyrightconfig.json": "223a7a3e85f08540d704f0eb6dfd1995e595f285ecc64b6390c72e74e21c2eec",
    "pytest.ini": "ba36395e94d545c32772d5190ecf8a565ed8a814c6881c49eff38372f4304630",
    "requirements.txt": "1377507118d80e306a8c1c8347f9ddf1d222eef9774d637514fada49104e38e9",
    "scripts/generate_llms_files.py": "312a14e7159de78e5d8fa3c511141c92e433074a4b4710ae8e09573198f9b9cc",
    "setup.py": "58c8a4e2efe5af18ade96efb2215250de10889131977f19a291e37d3e50b48fe",
    "uv.lock": "6db40d070a47593a36221f39aba16b44351e9159a6c7b4bd19e99b3e4d377882"
  },
  "lockfiles": [
    "LOCK.json"
  ],
  "utc_date": "2026-10-18T00:23:20Z",
  "source_date": "2026-10-16",
  "discovered_date": "2026-10-16",
  "retested_date": "2026-10-18",
  "reviewed_date": "2026-10-18",
  "published_date": "2026-10-18",
  "modified_date": "2026-10-18",
  "reviewer": "machine pipeline",
  "harness_version": "toolwitness harness at commit a9a17a865cc50040a533bc47cab2e31e1c2b666f",
  "claude_code_version": "Not applicable: static source inspection (commands.json).",
  "model_id": "Not applicable: static source inspection (commands.json).",
  "scanner_version": "Not applicable: static source inspection.",
  "rulepack_version": "Not applicable: static source inspection.",
  "agents": [],
  "disclaimer": "This record lists declarations and file hashes from a pinned source tree. Git command results from acquisition and static inspection are retained in commands.json. Scope: acquisition and static inspection. It is not a security or quality verdict. Changed bytes are outside this record.",
  "commands": [
    "Ran 411 git commands; each one's exit status and output hash is in commands.json. Scope: acquisition and static inspection."
  ],
  "prompt_list": [
    "Not applicable: static source inspection (commands.json)."
  ],
  "history": [
    "2026-10-18T00:23:20Z: pinned source inspection"
  ],
  "application": {
    "name": "atomic-agents — 7 skills",
    "softwareVersion": "33d2ec94f42d4a65393a336e35edf21ee5700303",
    "applicationCategory": "DeveloperApplication",
    "operatingSystem": "Not exercised"
  },
  "artifacts": {
    "transcript": "Ran 411 git commands; each one's exit status and output hash is in commands.json. Scope: acquisition and static inspection.",
    "sinkhole_log": "Not applicable: static source inspection (commands.json).",
    "canary_log": "Not applicable: static source inspection (commands.json).",
    "scanner_output": "Not applicable: static source inspection (commands.json).",
    "normalized_text": "{\n  \"listing\": {\n    \"skills\": [\n      {\n        \"path\": \"claude-plugin/atomic-agents/skills/create-atomic-agent/SKILL.md\",\n        \"name\": \"create-atomic-agent\",\n        \"description\": \"Build and wire an `AtomicAgent[InSchema, OutSchema]` — schemas, `AgentConfig`, `SystemPromptGenerator`, provider client, history, hooks, optional context providers. Use when the user asks to \\\"create an agent\\\", \\\"add another agent\\\", \\\"build an `AtomicAgent`\\\", \\\"wire up an agent\\\", \\\"make a planner/router/extractor agent\\\", or runs `/atomic-agents:create-atomic-agent`.\",\n        \"files\": {\n          \"claude-plugin/atomic-agents/skills/create-atomic-agent/SKILL.md\": \"278b9aaeeaa013c20a2b9bb9a2a41ba1299662402e716a34fc19049c345f7581\"\n        }\n      },\n      {\n        \"path\": \"claude-plugin/atomic-agents/skills/create-atomic-context-provider/SKILL.md\",\n        \"name\": \"create-atomic-context-provider\",\n        \"description\": \"Build a `BaseDynamicContextProvider` that injects a named, titled block into an agent's system prompt at every `run()` — current time, user identity, retrieved RAG docs, session state, cached DB schema. Use when the user asks to \\\"add a context provider\\\", \\\"inject X into the prompt\\\", \\\"give the agent dynamic context\\\", \\\"wire up RAG\\\", \\\"make a `BaseDynamicContextProvider`\\\", or runs `/atomic-agents:create-atomic-context-provider`.\",\n        \"files\": {\n          \"claude-plugin/atomic-agents/skills/create-atomic-context-provider/SKILL.md\": \"f98d497335fedcb1924438ebca4eab2675cc66652bf476f20fc7422e3f5f7ed5\"\n        }\n      },\n      {\n        \"path\": \"claude-plugin/atomic-agents/skills/create-atomic-schema/SKILL.md\",\n        \"name\": \"create-atomic-schema\",\n        \"description\": \"Design and write a `BaseIOSchema` input/output pair for an Atomic Agents agent or tool — docstrings, field descriptions, validators, error variants. Use when the user asks to \\\"create a schema\\\", \\\"design the input/output schema\\\", \\\"define an `IOSchema`\\\", \\\"write a `BaseIOSchema`\\\", \\\"model the agent's output\\\", or runs `/atomic-agents:create-atomic-schema`.\",\n        \"files\": {\n          \"claude-plugin/atomic-agents/skills/create-atomic-schema/SKILL.md\": \"f4a77c1e61015852cfb0105ab307ba90529b2dd4d665eb17fceb1b84961adc0e\"\n        }\n      },\n      {\n        \"path\": \"claude-plugin/atomic-agents/skills/create-atomic-tool/SKILL.md\",\n        \"name\": \"create-atomic-tool\",\n        \"description\": \"Build a `BaseTool[InSchema, OutSchema]` subclass — input/output schemas, `BaseToolConfig`, `run()` (and optional `run_async()`), env-driven secrets, typed failure outputs. Use when the user asks to \\\"add a tool\\\", \\\"create a tool\\\", \\\"wrap an API as a tool\\\", \\\"build a `BaseTool`\\\", \\\"make a calculator/search/weather tool\\\", or runs `/atomic-agents:create-atomic-tool`.\",\n        \"files\": {\n          \"claude-plugin/atomic-agents/skills/create-atomic-tool/SKILL.md\": \"b5c47926e2e1817fc5d56ee3d31e1e322231bca3e4ae986934c6c917b931fa43\"\n        }\n      },\n      {\n        \"path\": \"claude-plugin/atomic-agents/skills/framework/SKILL.md\",\n        \"name\": \"framework\",\n        \"description\": \"Guide for the Atomic Agents Python framework — schemas, agents, tools, context providers, prompts, orchestration, and provider configuration. Use when code imports from `atomic_agents`, defines an `AtomicAgent`, `BaseTool`, or `BaseIOSchema`, or the user asks about multi-agent orchestration or LLM-provider wiring in an atomic-agents project.\",\n        \"files\": {\n          \"claude-plugin/atomic-agents/skills/framework/SKILL.md\": \"79dc389da4f8cadd5e26ac8c4cf99bd71b82cfa6b25bb56e676b267b4b5f28d5\",\n          \"claude-plugin/atomic-agents/skills/framework/references/agents.md\": \"d42a639c922f7c0897000afbe7be8c9c67a27bd440e78ce652bd538ac26b0705\",\n          \"claude-plugin/atomic-agents/skills/framework/references/context-providers.md\": \"fe34179a5fced9398ff42cdd305b6978aa4f5acddcfe3a3c9ca66855a3132a8c\",\n          \"claude-plugin/atomic-agents/skills/framework/references/hooks.md\": \"d62ba4e09d789341bd4716d945e680764fa85cbb4738d177d6c3638e50e11810\",\n          \"claude-plugin/atomic-agents/skills/framework/references/memory.md\": \"5e5cf7f7cdb0a57e6375c6ee4f5061d126fd214ee45cdc3dc97fe8415b3c6559\",\n          \"claude-plugin/atomic-agents/skills/framework/references/orchestration.md\": \"29609df93d701779bb62b4b9a81a0598a24ab8f6d2a0de7dad62f85303744ed5\",\n          \"claude-plugin/atomic-agents/skills/framework/references/project-structure.md\": \"c0bc862e7bdb5eda305d20f2397b8aa3df48f34e143734f73132c464638fdc35\",\n          \"claude-plugin/atomic-agents/skills/framework/references/prompts.md\": \"2c7bb288a91d392753c9c388f5912e771f8881ba39847a0194c9a06e803072bd\",\n          \"claude-plugin/atomic-agents/skills/framework/references/providers.md\": \"9ab1573d8dd01dfd42a493561fa561fffea97136eabcd3ba9706a0eebd241ed9\",\n          \"claude-plugin/atomic-agents/skills/framework/references/schemas.md\": \"e9340a2b164edb997bfcf8444575ecca8264cdd38d1d97e2c69c71ff0d9ac8fc\",\n          \"claude-plugin/atomic-agents/skills/framework/references/testing.md\": \"146d9a4c76486bb2b724be0fb4fe2154d129a2a15c51cc4a45f458a9b62ee9a8\",\n          \"claude-plugin/atomic-agents/skills/framework/references/tools.md\": \"ff3f94c5983345b3b6765f558e6edc02cb9b59ddae5b9ae3d7443513f94c985a\"\n        }\n      },\n      {\n        \"path\": \"claude-plugin/atomic-agents/skills/new-app/SKILL.md\",\n        \"name\": \"new-app\",\n        \"description\": \"Scaffold a new Atomic Agents project from scratch — create the directory, `pyproject.toml`, env file, first agent, and a runnable entry point. Use when the user asks to start a new atomic-agents project from scratch, says \\\"scaffold\\\" / \\\"new project\\\" / \\\"start from zero\\\", or runs `/atomic-agents:new-app`.\",\n        \"files\": {\n          \"claude-plugin/atomic-agents/skills/new-app/SKILL.md\": \"a425bb1fa43d2a3a6de87da4966a6a53b0a059f0bb38ed9138c86ec2a585e91d\"\n        }\n      },\n      {\n        \"path\": \"claude-plugin/atomic-agents/skills/troubleshoot/SKILL.md\",\n        \"name\": \"troubleshoot\",\n        \"description\": \"Diagnose and fix a failing or misbehaving Atomic Agents app — import errors, schema validation failures, empty or malformed LLM output, provider role/mode errors, history and context problems, MCP transport errors. Use when the user reports an error, traceback, or wrong behavior in atomic-agents code, asks \\\"why is my agent not working / crashing / returning garbage\\\", or pastes a `ValidationError`, `ImportError`, or provider API error from an atomic-agents project.\",\n        \"files\": {\n          \"claude-plugin/atomic-agents/skills/troubleshoot/SKILL.md\": \"51951ffc4a31cdb8298bbb61e2264b61e56dcaeab0582dbc29980edfc2436b23\"\n        }\n      }\n    ],\n    \"hooks\": [],\n    \"executions\": []\n  }\n}"
  },
  "review_input": {
    "identity_artifact": "identity.json",
    "evidence_sha256": {
      "LOCK.json": "e391fcc5eac64d579c518d4945d787e75909a1427542d9ebd2b92bf8368d30d2",
      "commands.json": "baff34881a6205d26e5f0a121d1a4c13918f66f022d9fa25750d4a5d17797de2",
      "complete.json": "91b504b43905fdc009504d516c45eea831f39a1995b9e7d69987c9756c936d6f",
      "identity.json": "3adc593319b26a158a83dcd5346555339fd8d45f18fdf3dbcfcdf1a07eba877f",
      "listing.json": "35dbfb1429495932336929fb0dc9381afaf0b5012ca77cbc856bd29acb42ef20",
      "selection.json": "0ee6cf5e2f4ac80ffc4bfc9e72e290a9fb8ed9071f6f87aa9ccbfb1f0280b786"
    },
    "claims": [
      {
        "id": "acquired",
        "field": "summary",
        "text": "Pinned source declarations and file hashes were listed.",
        "sources": [
          "LOCK.json",
          "listing.json",
          "commands.json"
        ]
      },
      {
        "id": "listed",
        "field": "outcome",
        "text": "Listed 7 skill declarations. Ran 411 git commands; each one's exit status and output hash is in commands.json. Scope: acquisition and static inspection.",
        "sources": [
          "LOCK.json",
          "listing.json",
          "commands.json"
        ]
      },
      {
        "id": "tree",
        "field": "rule_results.0",
        "text": "The retained source tree matches its acquisition manifest.",
        "sources": [
          "LOCK.json",
          "listing.json",
          "commands.json"
        ]
      },
      {
        "id": "declared",
        "field": "rule_results.1",
        "text": "Declared skill names (listing.json): create-atomic-agent; create-atomic-context-provider; create-atomic-schema; create-atomic-tool; framework; new-app; troubleshoot",
        "sources": [
          "LOCK.json",
          "listing.json",
          "commands.json"
        ]
      }
    ]
  },
  "review": {
    "kind": "machine-checked",
    "date": "2026-10-18",
    "reviewed_sha256": "300f7cd7098ed2f4a80f66163cf3d3f5fd95aac2b1bce0aa44c9f5e80686d9c0",
    "gates": "4bcd2e4cf0be0715e06940dbd6e0c0f69d50a8b38fece4aeb6dd3187cd229a46",
    "codex": "70a5137a38b722151221bec217d991ba0f44c21b869d8c30a49b19da4d60d837",
    "grok": "eb63657f78d2ac096a300dc16346adbd36f6c934e0d105a17eda565d2502c8ac",
    "summary": "Deterministic gates passed; Codex confirmed all outcome claims; Grok reported no standing refutation."
  }
}