AI Coding Protocol Framework - RIPER-5, Karpathy Principles, Facts/Law/Steering System
manhua-man/harness-coding-protocol
Skill Claude CodeCodex
Audit and converge a repository's human documentation using the governance model proven in practice: single source of truth, lifecycle-tiered docs (current truth / lessons / validation), project content kept out of pipeline docs, dead docs deleted instead of archived, and honest evidence labels. Use when docs feel…
manhua-man/harness-coding-protocol
Skill Claude CodeCodex
Bootstrap a target repo via /harness-init — ground, read, judge, confirm, apply. The IDEAgent itself reads, judges, and writes the root-truth files after one confirmation, without requiring Node/npm/npx/tsx.
manhua-man/harness-coding-protocol
Skill Claude CodeCodex
Audit and improve media or AI-generation pipelines whose command may succeed while the delivered output is unusable. Use direct output evidence, attempt automatic repair/retry/fallback, quarantine bad attempts for diagnosis, and stop only when no valid deliverable can be produced.
manhua-man/harness-coding-protocol
Skill Claude CodeCodex
Audit and improve a target repo's AI entry documentation (AGENTS.md, CLAUDE.md, steering, .cursor rules). Use after /harness-init or when AI context drifts. Generic harness protocol skill — parameterize paths to the open workspace.