shimo4228/akc-cycle

24 instruction files for AI agents, collected from shimo4228/akc-cycle. Install any of them at an exact version with mdr add shimo4228/akc-cycle/<name>.

llms-full.txt llms.txt file
shimo4228/akc-cycle · llms-full.txt
git:20261101.1c68dc8 · audit A · 3 stars
llms.txt llms.txt file
shimo4228/akc-cycle · llms.txt
git:20261101.1c68dc8 · audit A · 3 stars
adr-writer SKILL.md skill
shimo4228/akc-cycle · skills/adr-writer/SKILL.md · Record a design decision as an ADR in the repo's docs/adr/, or decide whether it clears the filing bar or belongs in a…
git:20261101.1c68dc8 · audit A · 3 stars
agent-stocktake SKILL.md skill
shimo4228/akc-cycle · skills/agent-stocktake/SKILL.md · Audit the ~/.claude/agents definitions and give each a verdict.
v1.0 · audit A · 3 stars
author-calibrated-eval SKILL.md skill
shimo4228/akc-cycle · skills/author-calibrated-eval/SKILL.md · Polish LLM-written prose with the author's own reading as ground truth.
git:20261008.3b0d119 · audit A · 3 stars
context-sync SKILL.md skill
shimo4228/akc-cycle · skills/context-sync/SKILL.md · Audit a repo's context documents (CLAUDE.md, ADRs, README, graph.jsonld) for role overlap and staleness against the…
git:20261101.1c68dc8 · audit A · 3 stars
generation-audit SKILL.md skill
shimo4228/akc-cycle · skills/generation-audit/SKILL.md · Audit the harness when a new Claude model takes a role (judge, build or everyday).
v2.0 · audit A · 3 stars
harness-boundary SKILL.md skill
shimo4228/akc-cycle · skills/harness-boundary/SKILL.md · Design lens: which layer a harness mechanism belongs in, and whether it outlives the next model or runtime.
git:20261101.1c68dc8 · audit A · 3 stars
harness-stocktake SKILL.md skill
shimo4228/akc-cycle · skills/harness-stocktake/SKILL.md · Take stock of the whole harness in one report and one approval, then apply on a branch (ハーネスの棚卸し).
git:20261101.1c68dc8 · audit A · 3 stars
hook-stocktake SKILL.md skill
shimo4228/akc-cycle · skills/hook-stocktake/SKILL.md · Audit the harness hooks (hooks/*.sh, scripts/hooks/*) and their settings.json wiring, and give each a verdict (hook…
git:20261101.1c68dc8 · audit B · 3 stars
jev-judgment-design SKILL.md skill
shimo4228/akc-cycle · skills/jev-judgment-design/SKILL.md · Design how a closed LLM judgment (relevance, novelty, evidence strength) moves to TypeSafe Jev. Use when replacing an…
git:20261008.3b0d119 · audit A · 3 stars
learn-eval SKILL.md skill
shimo4228/akc-cycle · skills/learn-eval/SKILL.md · Extract a reusable pattern from this session and route it to where something reads it, or drop it. Use when saving what…
git:20261010.778526b · audit A · 3 stars
llm-as-judge SKILL.md skill
shimo4228/akc-cycle · skills/llm-as-judge/SKILL.md · Design pattern for LLM-as-judge evaluators: binary checks as evidence, one named verdict.
git:20261008.3b0d119 · audit A · 3 stars
measurement-discipline SKILL.md skill
shimo4228/akc-cycle · skills/measurement-discipline/SKILL.md · Measurement discipline for claims that rest on data. Use when deciding on an experiment result, setting a threshold…
git:20261008.3b0d119 · audit A · 3 stars
repo-asset-stocktake SKILL.md skill
shimo4228/akc-cycle · skills/repo-asset-stocktake/SKILL.md · Audit a repo's non-code assets (tool configs, CI workflows, runbooks, docs) for ones whose consumer is gone. Use when…
v1.0 · audit A · 3 stars
review-to-lint SKILL.md skill
shimo4228/akc-cycle · skills/review-to-lint/SKILL.md · Move the mechanical items of a reviewer's checklist or past findings into a deterministic script.
git:20261101.1c68dc8 · audit A · 3 stars
rules-distill SKILL.md skill
shimo4228/akc-cycle · skills/rules-distill/SKILL.md · Distill principles from the installed skills into the always-loaded rules layer.
git:20261101.1c68dc8 · audit A · 3 stars
rules-stocktake SKILL.md skill
shimo4228/akc-cycle · skills/rules-stocktake/SKILL.md · Audit ~/.claude/rules for residency cost, staleness, redundancy and substrate absorption, and give each rule a verdict…
v1.1 · audit A · 3 stars
search-first SKILL.md skill
shimo4228/akc-cycle · skills/search-first/SKILL.md · Search the live web, registries and primary sources at decision time and report what exists outside. Use when choosing…
git:20261101.1c68dc8 · audit A · 3 stars
skill-comply SKILL.md skill
shimo4228/akc-cycle · skills/skill-comply/SKILL.md · Measure whether a skill, rule or agent definition is actually followed. Use when a rule's or skill's real adherence is…
git:20261101.1c68dc8 · audit A · 3 stars
skill-creator SKILL.md skill
shimo4228/akc-cycle · skills/skill-creator/SKILL.md · Draft gate for writing or substantially revising a skill or agent definition. Use when making or revising a skill…
git:20261101.1c68dc8 · audit A · 3 stars
skill-health SKILL.md skill
shimo4228/akc-cycle · skills/skill-health/SKILL.md · Scan the skill library for dangling references and build a per-skill health table.
v0.1 · audit A · 3 stars
skill-stocktake SKILL.md skill
shimo4228/akc-cycle · skills/skill-stocktake/SKILL.md · Audit the installed skills and decide which to keep, improve, merge or retire. Use when taking stock of the skill…
v3.3 · audit A · 3 stars
verify-bootstrap SKILL.md skill
shimo4228/akc-cycle · skills/verify-bootstrap/SKILL.md · Set up a repo's machine gates (format, lint, type check, security, dependency audit, tests), or audit whether existing…
v1.0 · audit A · 3 stars

Source

github.com/shimo4228/akc-cycle · 3 stars · license MIT · pushed 2026-11-01