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timursafiullintimursafiullin/aod/skills/explore/SKILL.md

explore

Skill0 starsChanged 29 days agoApache-2.0View on GitHub

Answer a "where is X / how does Y work" question about a large codebase with a cheap read-only Codex run that cites path:line, instead of reading many files into the architect's context. Use for bulk code reading in an AOD project.

69 other projects use a version of this.

Adopted by

Most recently taken up by

Used with

Projects with it also use agent-context-isolation, agentica-infrastructure and 10 more.

Other files people use alongside this one.

Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.

The file

We split this skill into the rules it gives an agent

1 rule. 0 are common, 1 is distinctive, and 0 are very specific to this project.

  • 0

    Common

    Most of the 60 edited versions we read keep these.

  • 1

    Distinctive

    This author's own choices. Worth a look.

  • 0

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Verify any claim you will act on by reading only the cited lines.

    line 13

“Common” is measured: kept by at least 6 in 10 of the 60 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Read-only exploration by Codex

Reading a lot of code into the architect's context makes it a weaker reviewer (context rot). Ask one precise question instead. CLI: aod means node "${CLAUDE_PLUGIN_ROOT}/scripts/aod.mjs".

  1. aod explore "<one precise question>" [--lines 30] uses the explore routing model in a read-only sandbox. The answer cites path:line and says unknown instead of guessing.
  2. Verify any claim you will act on by reading only the cited lines.
  3. A broad question gets a vague answer: split it.
  4. Exit code 5 means Codex is unavailable or out of quota: a Claude subagent on a small model can answer read-only questions instead. Tell the user you switched.

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What did you use it for? e.g. Reviewing pull requests in a Rails app

Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.

Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

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