The iteration agent of /auto. Runs the /auto-iteration-loop skill — an autonomous review loop that consumes /auto-verify's four-state output (PASS / FAIL /…
Scores
80 out of 100 · grade B+
2026-08-18
Works
40% of the score
100/100
Loads cleanly: valid frontmatter, required fields present, no dangling references.
Maintained
25% of the score
100/100
no commits in the last 12 weeks
Adopted
20% of the score
22/100
42 stars on the source repo.
Documented
15% of the score
73/100
1,388 words with worked examples.
Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit today.
What it says it does
The iteration agent of /auto. Runs the /auto-iteration-loop skill — an autonomous review loop that consumes /auto-verify's four-state output (PASS / FAIL / INCONCLUSIVE / ZERO_ELIGIBLE_VARIANTS) plus the orthogonal deferred bucket and routes each claim to the right back-edge (① variant-only fix / ② baseline-script fix / ③ claim-stage re-entry / ⓪ narrative-only) under a unified MAX_ITERATIONS budget with a MAX_CLAIM_REENTRIES sub-budget. Semantics are owned by skills/auto-iteration-loop/SKILL.md — this wrapper only forwards flags, relays the awaiting_upstream handoff, and reports the result.
Every number above came out of reading the file and its repository. Nothing is a judgement call, nothing is a model’s opinion, and nothing can be paid for. The full method is published. Source last committed 2026-08-18.
Also in zjunlp/Mechanist
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Published by Toolproof, the masthead over this index and eight others. The method behind the number is at toolproof.kynth.studio/methodology, and the whole thing is readable as JSON with no key at /api.