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Claude Skills by chrono-meta
github.com/chrono-meta49 skills0 installs92 views
- Convergence LoopA universal gate-reinforcement meta-skill that replaces the "single-pass = done" pattern with a converging loop of up to N rounds. Can be applied to any gate, checkpoint, or verification step. Only declares "truly passed" after FAIL→FIX→re-verify repeats until convergence (all items pass). Escalates to structural redesign if not converged within N rounds. Triggers on: "convergence-loop", "how many rounds do we need", "suspicious of single-pass", "not sure if it really passed", or equivalent p...Votes: 0GitHub stars: 16
- DeliberationMulti-perspective synthesis structure — Innovator (propose) → Devil-Advocate (challenge) → Mediator (synthesize) 3-layer execution. Outputs conditional verdicts without binary win/loss. Activates on "deliberation", "battle this out", "weigh the pros and cons", "review from multiple angles", "which side is right?". Optional deep-insight persona jurors for domain-specific views. Designed for design decisions, skill proposals, and architectural choices.Votes: 0GitHub stars: 16
- Ko Tech WriterWrites or revises Korean technical prose across three registers — reader-facing documents (tech-blog posts, technical docs), spoken scripts, and derived compressed assets (teasers, summaries) — through a fixed pipeline: register detection, real-sample calibration of the target venue, a translationese-removal pass, honesty-level layering (reader information vs internal audit vocabulary), a number/claim gate, and a rendition + perceptual QA pass. Triggers: "기술문서 써줘", "테크블로그 초안 잡아줘", "이 문서 번역투 고...Votes: 0GitHub stars: 16
- Mcp Circuit BreakerDetects MCP tool failure patterns and trips a circuit breaker to stop cascading retries. Proposes fallback alternatives and resets when the tool recovers. Triggers on "MCP failing", "tool keeps erroring", "circuit-breaker", repeated tool call failures.Votes: 0GitHub stars: 16
- Persona CastOne-line doorway that lets a field harness review an artifact (a screen, a spec, a PR, a page) through a pre-built cast of review-shaped personas — web-review cast by default (designer, ux-writer, fe-dev, be-dev, qa, a11y) — dispatched in isolation, merged with a marginal-coverage stop so a lens that finds nothing unique is reported as decorative, not padded. Triggers: "이 화면 리뷰해줘", "페르소나로 봐줘", "디자이너·QA 눈으로 봐줘", "review this screen with the cast", "persona cast", "persona-cast".Votes: 0GitHub stars: 16
- Token Budget GateEstimates token cost before a multi-step task and outputs a 4-tier Green/Yellow/Orange/Red gate verdict. Records actual vs. estimated after completion when a mechanical usage source exists. Triggers on "token budget", "how much will this cost", "will this be expensive", "estimate tokens", before long multi-agent tasks.Votes: 0GitHub stars: 16
- DeprecatedAutomatically generates a weekly audit draft by finding recurring patterns in accumulated session records. Proposes promotion and deprecation candidates and guides through commit and PR creation. Use --dry-run flag to run only through scan and draft generation (no promotion/commit/PR gates; compatible with bg dispatch).Votes: 0GitHub stars: 16
- DeprecatedMaps which assets to use for externally distributed materials (briefings, cards, guides) by audience type. Performs cross-referencing only — does not transform hub asset content.Votes: 0GitHub stars: 16
- DeprecatedMonitors for incoming PR reviews and summarizes their content. Determines approval/change-request/comment verdicts and extracts action items. Triggers on "did the PR review come in?", "when will the review arrive", "PR waiting" utterances.Votes: 0GitHub stars: 16
- Agent ComposerReads the current work context and plans the optimal agent dispatch. Clarifies direction with 1-2 questions when unclear; infers and proceeds immediately when execution path is unclear. Runs an automatic recording gate after each Wave completes. Triggered by "compose agents", "which agent should I use?", "run in parallel", or "agent-composer".Votes: 0GitHub stars: 16
- Apex ReviewReviews a technical proposal from the perspective of organizational decision-makers (CTO, technical lead, QA lead, conference reviewers, etc.) and generates an HTML presentation deck. Outputs approval gate results per persona and connects to sim-conductor for improvement suggestions.Votes: 0GitHub stars: 16
- Asset Placement GateRoutes a proposed skill, plugin, or agent to its correct home — forge-harness (FH) meta-skill, project-local agent, or drop — by applying a 4-criteria meta-skill bar followed by a project-local value test.Votes: 0GitHub stars: 16
- Auto DecorrelationRecruits cross-family verifier sidecars (codex, agy, local 4090 over Tailscale) for adversarial verification of load-bearing changes, maximizing model-family diversity against the orchestrator. Mechanically discovers the available sidecar panel, recruits at least one cross-family verifier when present, and degrades gracefully when none are. The governor (Claude) keeps the terminal verdict; sidecar findings must be source-grounded before acceptance. Opt-in via one-time consent, stored in the U...Votes: 0GitHub stars: 16
- Contention LayerWhen two skills, agents, or independent research tracks produce conflicting verdicts on the same output, reads the conflict as a signal rather than an error and harvests new skill candidates or insight deltas — including a Dual-Track Grounding conflict (open-frontier track vs internally-grounded recall track disagreeing). Routes skills born from contention to fh-meta (meta-layer), the commons plugin (project-agnostic), or field harvest (domain-specific). Triggered by "two skills conflict", "t...Votes: 0GitHub stars: 16
- Context DoctorReduces token waste in Claude Code sessions across two axes — context footprint (auto-generates .claudeignore, guides over-read files and /clear timing) and command output (routes to a command-output proxy/hook such as rtk to trim verbose CLI stdout). In hub environments, regularly audits bloated CLAUDE.md/MEMORY.md/memory/*.md files and proposes compression. Usable standalone without a hub clone.Votes: 0GitHub stars: 16
- Corpus Grounding ExpanderFetches and normalizes multi-version public-domain corpora into a single verified-axiom store for verbatim-relay grounding, recording per-version license and provenance.Votes: 0GitHub stars: 16
- Cross Ecosystem Synergy DetectionAutomatically discovers useful combinations (synergy pairs) across multiple installed plugins and skills, and presents them as a ranked table. Proactively suggests undiscovered synergies when new projects or skills are registered in the registry. Activates on phrases like "do my installed tools work well together?", "they seem to work in isolation", "find synergies".Votes: 0GitHub stars: 16
- Deep ClarifyClarifies ambiguous requests through Socratic dialogue, drawing out goals, completion criteria, and constraints to produce a structured spec document. Pre-dispatch requirement clarification step for agent dispatch. Triggered by "I don't know what to build", "how should I approach this", "organize this for me", "clarify this", "deep-clarify".Votes: 0GitHub stars: 16
- Dialogue HarvestMines improvement insights from long-form AI dialogue logs and long texts — an external or pasted corpus, not the current session (current-session wrap-up belongs to harvest-loop). First operation is sycophancy removal — separates speakers, strips the counterpart's agreement/restatement spans, converts the user's own utterances into falsifiable propositions, and labels each proposition induced (frame first introduced by the counterpart) or independent (originated with the user). Ships a drop ...Votes: 0GitHub stars: 16
- Edit ManifestImplements a predict-verify loop for harness edits. Every SKILL.md, rules/*.md, or CLAUDE.md change is paired with a predicted impact stored in a manifest. The next session verifies predictions against actual outcomes, and a validation gate accepts edits only when improvement is measurable. Runs automatically on harvest-loop Step 0-c and on explicit invocation.Votes: 0GitHub stars: 16
- FhRenders the FH hub map on demand — the door menu, a starter set of skills, and the most-used trigger phrases — without requiring a greeting. State-aware; composes live candidates from the session card and tracks.Votes: 0GitHub stars: 16
- Field HarvestScans git history of field projects to detect patterns worth backporting to the meta-harness (Mode A), and logs session work to the knowledge hub when a session ends (Mode B). Triggers on "save this pattern", "make this reusable across projects", "can we automate this repetition?", "push this to FH", "reverse absorption", "harvest pattern", "session log", "log today's work", "sync to hub".Votes: 0GitHub stars: 16
- Frontier DigestCollects the latest AI/harness engineering trends from HackerNews and arxiv, then synthesizes them into actionable insights directly relevant to forge-harness operations. Triggered by "AI trends", "latest trends", "this week's AI updates", "what's on the frontier", "harness trends", "frontier-digest".Votes: 0GitHub stars: 16
- Goal QuenchWraps /goal with a tiered safety + orchestration ladder. core (default): a token budget gate (pre-run estimate), mid-run budget thresholds, and an automatic post-run quality verification via pipeline-conductor — closing /goal's two gaps (the runner's per-turn judge evaluates completion, pipeline-conductor evaluates correctness). pro: adds context-doctor token reduction and agent-composer goal decomposition. max: adds internal-first capability-gap fill (LOCAL_SKILL_REGISTRY skill-bus scan → pl...Votes: 0GitHub stars: 16
- Harness DoctorScans a project's harness structure (.claude/ directory, CLAUDE.md, rules, agents) to diagnose complexity, drift, missing files, and broken references, then suggests improvements. `--lint` flag adds language-pattern scan (self-marketing, cushion words, version brags). Triggered by "harness check", "structure diagnosis", "CLAUDE.md audit".Votes: 0GitHub stars: 16
- Harness Pr ReviewerChecks a submitted PR against the environment's baseline assets (CLAUDE.md, memory, naming, asset classification) and attaches a review comment with a merge recommendation. 5 steps — diff read, 8-area consistency check, self-catch, comment, merge recommendation.Votes: 0GitHub stars: 16
- Harvest LoopAn 8-step self-evolution pipeline that runs after field sessions end (field-harvest → contention-layer → challenger + persona-innovator → synthesizer → Critic agent → harness-doctor → verify-bidirectional → curator), absorbing session learnings back into the FH ecosystem. Runs automatically at session end in the main dev environment; proposes execution first for external users. Triggered by "session harvest", "learning absorption", "fh evolution", or "harvest-loop". (The phrase "run the pipel...Votes: 0GitHub stars: 16
- Install DoctorScans the existing environment before and after meta-harness plugin install to diagnose conflicts, duplicates, and silent overwrite risks. Reports potential conflict areas with existing CLAUDE.md, skills, hooks, and audit practices. Activates on "install conflict", "any overlaps?", "is it safe to install?".Votes: 0GitHub stars: 16
- Install WizardRun when setting up a new project for the first time or onboarding after installing FH (first setup, initial configuration, onboarding start, configure project, help me set up). Performs environment detection → gap diagnosis → item-by-item suggestions → user approval → execution → acceleration baseline setup in sequence. Use --dry-run to output diagnosis report only (bg dispatch compatible).Votes: 0GitHub stars: 16
- Marketplace GateEvaluates whether a repository meets marketplace listing criteria via a 5-point check and outputs a listing suitability verdict. Checks README completeness, zero-config readiness, maintenance signals, duplication, and public safety.Votes: 0GitHub stars: 16
- Memory HygieneDetects "stale-but-confident" memory entries — facts that were once verified but have silently drifted. Scans memory/*.md for entries past their staleness threshold and proposes re-verification or archival. Runs automatically as part of harvest-loop Step 0-c and on explicit invocation.Votes: 0GitHub stars: 16
- Meta Prompt BuilderGenerates structured prompts to send to each agent in an agent dispatch plan. Triggered by "write the instructions", "what do I say to the agent?", "write the prompt for me", "meta-prompt-builder". Bridges agent-composer (which agents) and prompt content (what to say). Uses Goal/Context/Constraints/Done When structure.Votes: 0GitHub stars: 16
- Persona Roster ExpanderExpands a named persona seed into a tiered, judgment-mapped cast — tiering each persona by a domain safety rule, mapping each to a decision-lens in the user's vocabulary, then proposing additional voices with sourced anchors.Votes: 0GitHub stars: 16
- Phantom QuenchInput-tracing grounding audit for artifacts such as test cases, analysis reports, and design docs. Extracts proper nouns, numbers, citations, version claims, and branching conditions, then back-traces each to declared local files by grep or to external sources by fetch-and-support checks. Marks missing anchors as Phantom Claims and cited-but-unsupporting anchors as Unsupported. A claim is grounded only by non-model evidence: a local hit or literal source span, never another model's agreement....Votes: 0GitHub stars: 16
- Pipeline ConductorChains the four core FH verification pipelines (harvest-loop → steel-quench → phantom-quench → sim-conductor) into a single gated sweep. Accepts a scope (single skill, specific asset, full harness) and aggregates results into one structured report. Supports --quick mode (steps 2+3 only) and --full mode (all four steps). Triggered by "run the full pipeline", "chain all verifications", "end-to-end sweep", "pipeline-conductor", or "verify everything".Votes: 0GitHub stars: 16
- Plugin RecommenderGiven a task description, searches internal and external open-source ecosystems (including Codex marketplace and Claude Code marketplace) to find and recommend suitable plugins with installation guidance. Recommendation is quality-validation based (marketplace-listed + performance-validated), not source-origin based. Activates on "recommend a plugin", "what tool should I use?", "is there a plugin for this?", "recommend a tool". Also checks for duplicate installations.Votes: 0GitHub stars: 16
- Prompt RegressionStatically checks harness assets against a known-answer probe set after rule/skill changes — inspects the changed source for the trigger phrases, chain links and gate conditions each probe expects, and reports PASS/FAIL/SKIP per probe. Source inspection only; it does not run live sessions, so it catches assets that no longer SAY the right thing, not models that stop DOING it. Triggers on "prompt regression", "did my changes break anything", "regression check", "test harness changes".Votes: 0GitHub stars: 16
- Public Surface AuditScans git-tracked (public) files for operator-private tokens that should live only in gitignored files — real usernames, absolute home paths, companion-store names, company asset names. Reports file:line + matched token + severity, so a public/private split stays clean before publish. Triggered by "public surface audit", "did I leak anything", "check tracked files for private tokens", "private token scan", "public-surface-audit".Votes: 0GitHub stars: 16
- Return Path GateAudits SKILL.md files in plugins/ for return-path gate compliance. Detects fire-and-forget chains where a caller dispatches a downstream skill but does not gate its next step on the callee's verdict. Reports each chain as CLOSED or OPEN and outputs specific fix suggestions. Triggered by "chain audit", "return-path check", "fire-and-forget detection", "chain closure audit", "skill chain compliance".Votes: 0GitHub stars: 16
- Salience SplitterSplits an over-loaded always-loaded context asset (SKILL.md, CLAUDE.md, memory index) into a lean resident layer plus an on-demand layer, by when content is needed rather than by length, linked by imperative pointers. Alias: skill-splitter. Triggers: "SKILL.md too large", "split this skill", "skill is bloated", "skill file too long", "CLAUDE.md 너무 커".Votes: 0GitHub stars: 16
- Sim ConductorAutonomously runs external user reaction simulations, internal audits, ideation scans, artifact validation, and quality reviews. Profiles the target artifact first, then derives task-appropriate personas, dispatches them as parallel agents, classifies findings into M/S/R tiers, and completes the pipeline through to commit automatically.Votes: 0GitHub stars: 16
- Steel QuenchAll-angle verification meta-skill for near-complete artifacts. Turns vague design anxiety into structured challenger waves using fh-commons:quench-challenger, then drives defense and convergence until root weaknesses, residual risks, and added complexity are explicit. Covers standard attack/defense rounds, optional Meta-Aware Adversary mode for AI-specific risks such as hallucination, context collapse, prompt injection, and tool lock-in, and Wave-P3 re-attack after an upstream gate declares P...Votes: 0GitHub stars: 16
- Verify BidirectionalA skill that immediately updates the baseline and reflects it in the next session when the user raises a counter-argument to an AI recommendation. Triggered by "is that right?", "re-examine this", "something seems off here". Explicit /verify-bidirectional call also possible.Votes: 0GitHub stars: 16
- Video IngestIngests a video's content (YouTube and similar) for agent context, routing by capability, task need, and video length — a natively multimodal engine (Gemini via agy or the Gemini API) for direct-URL and long video, Claude vision over ffmpeg-extracted frames when no such engine is present, yt-dlp captions when the transcript alone suffices, and the logged-in claude-in-chrome session for auth-gated videos. The governor cross-checks any multimodal comprehensive-read. Triggered by "ingest this vi...Votes: 0GitHub stars: 16
- Preprep한국식 발표대본과 장표에 특화된 준비 하네스. 레퍼런스를 먼저 묻고(공식 장표가이드 · 참고 덱), 대화로 주제·구성·전개를 세운 뒤, 기승전결 배치안을 «여러 개» 내고 사람이 고른다. 제작 후 바닥 검사 — 금지 인용이 어느 면에 남았나, 원고와 노트의 단위 참조가 갈렸나, 재생성이 사람 편집을 삼켰나, 장 사이 의존이 깨졌나, 조어가 낭독면 첫 등장에 풀이를 달았나, 장당 발화가 상한을 넘었나. Triggers "발표 준비", "발표 대본 만들어줘", "장표 점검해줘", "덱이랑 대본 어긋난 데 있나", "발표 자료 정합성", "리허설 대본 확인", "presentation prep".Votes: 0GitHub stars: 16
- Qp PlanPrepare stage of QP — builds a surface inventory of a web page or desktop app (routes, menus, forms, dialogs), checks it is MECE (no overlap, nothing missing that is visible), and designs test cases as a TSV with preconditions and expected values whose SOURCE is named. Works without a spec document (then expected values come from the inventory, not a plan). Triggers on "what should I test on this page", "make a test plan for this app", "list the screens of this app", "테스트 케이스 뽑아줘", "이 화면 인벤토리...Votes: 0GitHub stars: 16
- Qp RegressRegression stage of QP — re-executes a previous run's test cases unchanged, computes surface_reach (how many TCs left the entry screen, as a ratio over ALL TCs), and reports the per-TC delta against the earlier run so a "no change" claim is per case, not an aggregate. Triggers on "did anything regress since last run", "re-run last week's QA pass", "compare this run with the previous one", "회귀 확인해줘", "지난 런이랑 비교해줘".Votes: 0GitHub stars: 16
- Qp RunAutomation stage of QP — executes the test cases from qp-plan against the live app through the session's adapter (Playwright MCP for web, computer-use MCP for desktop), records one verdict per step with a closed status, an MTM branch, whether the step was closed by machine evidence or left to judgment, and masks emails/tokens/passwords out of the evidence before saving. Triggers on "run these test cases", "execute the QA plan against the site", "drive the app through the TCs", "TC 실행해줘", "플랜대...Votes: 0GitHub stars: 16
- QpQP (Quality Platform) router — takes a web URL or a desktop app name and runs the plan → run → regress loop (qp-plan, qp-run, qp-regress) end to end, or routes to one stage. Classifies the target (public vs profile-required), probes which adapter the session has (Playwright MCP for web, computer-use MCP for desktop), and writes every artifact with a typed engine/adapter marker. Triggers on "test this website for me", "run a QA pass on this app", "check the app end to end", "이 사이트 QA 돌려줘", "이 ...Votes: 0GitHub stars: 16