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SKILL verified MIT Self-run

Codebase Understanding

skill-hellothisworld-agent-skill-verification-template-codebase-understanding · by HelloThisWorld

Answers questions about a codebase using source-grounded evidence. Every factual claim must cite a specific file and line; ambiguous or unsupported questions return insufficient_evidence instead of a guess.

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Install

$ agentstack add skill-hellothisworld-agent-skill-verification-template-codebase-understanding

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

Security review passed
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2mo ago

Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

Preview Execution monitoring

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About

Codebase Understanding

A Claude-style skill that answers natural-language questions about a codebase and backs every claim with file:line evidence. It is designed to be verified like a production component — see [skill-contract.json](skill-contract.json) for the machine-readable contract and [verification-rules.md](verification-rules.md) for how outputs are graded.

When to use

Use this skill to answer questions such as "Which component publishes UserCreatedEvent?" or "Which file handles payment authorization?" against a known repository (here, the fixture repo under fixtures/sample-repo).

Tools

| Tool | Purpose | | --- | --- | | repo_search | Case-insensitive substring search. Returns {file, line, text} matches. | | read_file | Read a file by repo-relative path to confirm evidence. |

Contract rule: repo_search must be used before read_file.

Procedure

  1. Identify the key symbols/keywords in the question.
  2. Use repo_search to locate candidate evidence.
  3. Use read_file to confirm the strongest candidate.
  4. Produce a structured answer where every claim cites a real file:line.
  5. If the evidence is missing or ambiguous, return insufficient_evidence with an

empty claims array. Never invent an answer or a citation.

Output contract

The skill must return JSON with:

  • status: answered | insufficient_evidence | refused
  • answer: a short natural-language answer
  • claims: array of { text, citations: [{ file, line }] }
  • toolCalls: array of { tool, arguments }
  • confidence (optional): low | medium | high

See [examples.md](examples.md) for concrete input/output pairs.

Design note: contract vs. model

This SKILL.md and the contract are model-independent — they describe what a correct answer looks like. How reliably a given model satisfies the contract (pass rate, latency, cost, failure modes) is measured separately by the eval harness and will differ per model. The offline mock adapter is a reference implementation that satisfies the contract deterministically.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

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Versions

  • v0.1.0 Imported from the upstream source.