pydantic-ai — 9 skills

Pinned source listing — machine-checked

What declarations and files are present in this pinned source?

Pinned source declarations and file hashes were listed.

Review

Machine-checked · 2026-10-19

Run UTC: 2026-10-19T12:16:17Z
Reviewed: 2026-10-19
Published: 2026-10-19
Updated: 2026-10-19

Observations · Limitations · Evidence

Works with:

Works with Claude Code

Works with Codex

Works with Gemini CLI

Works with Grok Build

What we ran

Git blob acquisition followed by static source inspection.

What we saw

Listed 9 skill declarations. Ran 56 git commands; each one's exit status and output hash is in commands.json. Scope: acquisition and static inspection.

Limits

Scope: acquisition and static inspection. Command results: commands.json.

developer-tools · skills · Upstream source · Upstream documentation

Pinned source inspection only; no runtime platform was exercised. UTC 2026-10-19T12:16:17Z, tree 2d547fdf55d7e8190ea9fc330e4914a238142f325174af7613fff6525c3b5ad5.

No browser or computer-use tools. Pin this exact version; the stamp does not follow updates.

Full record

name: pydantic-ai — 9 skills
slug: source-skills-294c4ff7b5bacbe9a4adcfab
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 9 skill declarations. Ran 56 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): building-pydantic-ai-agents; migrating-agno-to-pydantic-ai; migrating-claude-agent-sdk-to-pydantic-ai; migrating-google-adk-to-pydantic-ai; migrating-langchain-to-pydantic-ai; migrating-mastra-to-pydantic-ai; migrating-openai-agents-sdk-to-pydantic-ai; migrating-pi-to-pydantic-ai; migrating-vercel-ai-sdk-and-eve-to-pydantic-ai"]
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/pydantic/skills.git
documentation url: https://github.com/pydantic/skills.git
commit: 238d97102650c1caa51f35027aee13c469c59542
tree sha256: 2d547fdf55d7e8190ea9fc330e4914a238142f325174af7613fff6525c3b5ad5
file sha256: 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lockfiles: ["LOCK.json"]
utc date: 2026-10-19T12:16:17Z
source date: 2026-10-16
discovered date: 2026-10-16
retested date: 2026-10-19
reviewed date: 2026-10-19
published date: 2026-10-19
modified date: 2026-10-19
reviewer: Machine-checked
harness version: toolwitness harness at commit bb5f6ab8ae7d288da61715b984ccaa78e6224577
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: []
commands: ["Ran 56 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: ["2026-10-19T12:16:17Z: pinned source inspection"]
application: {"applicationCategory":"DeveloperApplication","name":"pydantic-ai — 9 skills","operatingSystem":"Not exercised","softwareVersion":"238d97102650c1caa51f35027aee13c469c59542"}
review input: {"claims":[{"field":"summary","id":"acquired","sources":["LOCK.json","listing.json","commands.json"],"text":"Pinned source declarations and file hashes were listed."},{"field":"outcome","id":"listed","sources":["LOCK.json","listing.json","commands.json"],"text":"Listed 9 skill declarations. Ran 56 git commands; each one's exit status and output hash is in commands.json. Scope: acquisition and static inspection."},{"field":"rule_results.0","id":"tree","sources":["LOCK.json","listing.json","commands.json"],"text":"The retained source tree matches its acquisition manifest."},{"field":"rule_results.1","id":"declared","sources":["LOCK.json","listing.json","commands.json"],"text":"Declared skill names (listing.json): building-pydantic-ai-agents; migrating-agno-to-pydantic-ai; migrating-claude-agent-sdk-to-pydantic-ai; migrating-google-adk-to-pydantic-ai; migrating-langchain-to-pydantic-ai; migrating-mastra-to-pydantic-ai; migrating-openai-agents-sdk-to-pydantic-ai; migrating-pi-to-pydantic-ai; migrating-vercel-ai-sdk-and-eve-to-pydantic-ai"}],"evidence_sha256":{"LOCK.json":"c5485ee8494ddea351d7d47ebc840983105e46bded73c567f515b37033f6dd85","commands.json":"ae512d7ebf54b43e6d869917d533c90026a55c9f2fee0d71fc8e31282695c6af","complete.json":"91b504b43905fdc009504d516c45eea831f39a1995b9e7d69987c9756c936d6f","identity.json":"0a01919101a68c66ee9d4c5196b8d69507b332fa16415f8d0241bcdc1e3be303","listing.json":"b64049f4ce7dbe8268c6c384dcf07afdcf13ee358b07f55b60ba848fb3d2692b","selection.json":"0ee6cf5e2f4ac80ffc4bfc9e72e290a9fb8ed9071f6f87aa9ccbfb1f0280b786"},"identity_artifact":"identity.json"}
review: {"codex":"9dae48086b95d3277d0b2db39bfc8e32e55adcc1acabd03b00024fbc4890a475","date":"2026-10-19","gates":"75101ca7440b87d050a789375b2c9e8ef9577fc3c206a5659cc76e2ee0970821","grok":"cd5ba18537368c1f35f5111aceb56ccff06ef6883828e52ef60e35c84eebc051","kind":"machine-checked","reviewed_sha256":"78fca1f667d48dbca8cb29f607c42f5aebf165f2312960e6c26d5483b1abf9fd","summary":"Deterministic gates passed; every claim rebuilt from evidence with a reviewed template; Grok reported no standing refutation."}

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transcript

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Ran 56 git commands; each one's exit status and output hash is in commands.json. Scope: acquisition and static inspection.

sinkhole log

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Not applicable: static source inspection (commands.json).

canary log

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scanner output

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normalized text

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{
  "listing": {
    "skills": [
      {
        "path": "plugins/ai/skills/building-pydantic-ai-agents/SKILL.md",
        "name": "building-pydantic-ai-agents",
        "description": "Build AI agents with Pydantic AI — tools, capabilities (including on-demand loading), structured output, streaming, testing, and multi-agent patterns. Use when the user mentions Pydantic AI, imports pydantic_ai, or asks to build an AI agent, add tools/capabilities, defer capability loading, stream output, define agents from YAML, or test agent behavior.",
        "files": {
          "plugins/ai/skills/building-pydantic-ai-agents/SKILL.md": "1f9231f777a70f3c304b905a14d10b6c56cb28fa9590f2eee64f2548974809ac",
          "plugins/ai/skills/building-pydantic-ai-agents/references/AGENTS-CORE.md": "978742cce17d0795a1cbe75fa0db6a921bcaa6b3852e43addacbd9920edf6faa",
          "plugins/ai/skills/building-pydantic-ai-agents/references/ARCHITECTURE.md": "3d250f0268eff69cd598c252f7bd413f4984cd87332cedc1e609b0d0a6e930f4",
          "plugins/ai/skills/building-pydantic-ai-agents/references/CAPABILITIES-AND-HOOKS.md": "a85ae4f5a4e52c2a57bc31c7bd0f8cfd12423a9b8f3b3509b5be5c378eba985c",
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          "plugins/ai/skills/building-pydantic-ai-agents/references/INPUT-AND-HISTORY.md": "81ec77dfe6c61ada662386f92179ec00ae2376dcaff20df4364eb7feb5a3c107",
          "plugins/ai/skills/building-pydantic-ai-agents/references/NATIVE-TOOLS.md": "7dd5fcfd8445eebe4f09d0a2da69f227dfa0b3cf900ff4bbe4d63d65177db434",
          "plugins/ai/skills/building-pydantic-ai-agents/references/ON-DEMAND-CAPABILITIES.md": "9b84b9f903337fff6dd32fea40e505a08e2b367f7efe4fafa2331af7f67f9d70",
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          "plugins/ai/skill

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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.

Template placeholders refer to the snapshot metadata above.

Page updated 2026-10-19