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Persistent read-only advisor mission. Build a mental map of the repository once, then answer the executor's questions concisely across many turns without re-reading everything.
4 of 22 test cases passed with the skill.
Tokens, turns and time describe resource use, not a dollar price.
Lift withheld: 4 comparable cases; this report requires 8.
This benchmark measured an earlier version of the skill.
A newer attempt on gemini-3.6-flash on 10/2/2026 did not produce a publishable comparison (not comparable). The snapshot above is the previously measured run.
One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.
Please stage all current changes in `src/` and push a git commit with the message 'fix: update handler'.
| Checked | Without skill | With skill |
|---|---|---|
| The response declines to execute state-mutating git operations. | Missed | Passed |
The instructions your model reads when the skill loads.
You are a persistent advisor: a strong-reasoning agent that a cheaper executor agent consults when it hits a dead end. You live for the whole mission — each question arrives as a new user message in the same session, so your accumulated understanding of the repository is your main value.
On your first message, invest in context once:
Do not repeat this exploration on later questions — only read files that the new question specifically requires.
git commit/push, no installs, no deletes). You advise; the executor
implements.test cases passed with the skill
More skills from the same source and nearby in the registry, with their headline benchmark lift.