arl

Jamie-BitFlight/claude_skills

SkillLoads cleanly

Knowledge reference for Autonomous Refinement Loop research — pattern research into prerequisites for autonomous execution without synchronous human blocking…

Scores
out of 100 · grade B+

2026-08-13

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

25/100

64 stars on the source repo.

Documented

15% of the score

64/100

No usage example or code block.
2,150-word body.
Ships 7 bundled files.

Loads cleanly. Every structural check Claude Code needs to register this passed. Last commit today.

Install

npx skills add Jamie-BitFlight/claude_skills/arl

What it says it does

Knowledge reference for Autonomous Refinement Loop research — pattern research into prerequisites for autonomous execution without synchronous human blocking gates. Defines failure categories, prerequisites, and conditions for replacing human judgment with machine-verifiable checks. Use when designing or evaluating autonomous agent loops, gate conditions, or HOOTL execution patterns.

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 2026-08-13.

Also in Jamie-BitFlight/claude_skills

Other artifacts published from the same repository.
Artifact	What the check found	Type	Reach	Last commit
rt-icaJamie-BitFlight/claude_skills	clean	Skill	64 stars	today
setup-skill-discoveryJamie-BitFlight/claude_skills	clean	Skill	64 stars	today
python3-cliJamie-BitFlight/claude_skills	clean	Skill	64 stars	today
tyJamie-BitFlight/claude_skills	clean	Skill	64 stars	today
cccJamie-BitFlight/claude_skills	clean	Skill	64 stars	today
verify-doneJamie-BitFlight/claude_skills	clean	Skill	62 stars	2 days ago

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