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Openmind code graphs

Skill HelloThisWorld/agent-skill-verification-template/skills/openmind-code-graphs

Production-oriented template for building AI agent skills as verifiable software components — offline eval harness, source-grounding validators, structured logs/traces/metrics, replay artifacts, and a CI quality gate. Runs fully offline with a deterministic mock model.

Install
npx -y skills add HelloThisWorld/agent-skill-verification-template --skill openmind-code-graphs

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

  • 1 stars1 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

What its author says it does

Copied from the file, not written here

Answer code-structure questions (definition sites, usage sites) from Open Mind's deterministic structure map — real defs, imports and call sites recovered from the corpus code, never invented nodes or edges. Runs Open Mind's real Python implementation through the skill bridge.

SKILL.md

1.2 KB, as published. Nobody here has run it

openmind-code-graphs

This skill is the eval-harness face of Open Mind's code-graphs capability (https://github.com/HelloThisWorld/open-mind, skills/code-graphs/SKILL.md). Answers come from Open Mind's actual structure analysis (openmind/structure.py: build_structure, get_definition, term_usage), reached through openmind/skill_bridge.py.

Behavior under contract

  • Recovered, never generated — definition sites and usage edges come from line-oriented static analysis of the corpus's real code.
  • Source locations everywhere — a definition claim cites the actual file:line of the def/class statement, re-verified on every run.
  • Honest absence — a symbol not defined in the corpus returns insufficient_evidence with zero claims; usage lists only files that truly reference the symbol.

Question forms

where is <symbol> defined · who uses <symbol>

Keep looking

Skills are one crate of 328,083. Ordering is by how many stacks a row turns up in, so the top of any crate is what has actually been picked rather than what has the most stars.