Implements a single coding task end-to-end in an assigned git worktree for this Scala project. Owns the FULL lifecycle — create worktree, implement,…
Scores
80 out of 100 · grade B+
2026-08-15
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
18/100
21 stars on the source repo.
Documented
15% of the score
74/100
621 words with worked examples.
Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit today.
What it says it does
Implements a single coding task end-to-end in an assigned git worktree for this Scala project. Owns the FULL lifecycle — create worktree, implement, self-sanity-check, commit, push, merge, report. Use as the "claude" worker engine in the orchestration pool ONLY for hard Scala tasks (deep type/implicit reasoning, multi-file refactors requiring scala-semantic tools). For simpler tasks, use codex or agy.
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 2026-08-15.
Also in MercurieVV/ScalaSemantic
Other artifacts published from the same repository.
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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.