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Claude Skills by anthony-chaudhary
github.com/anthony-chaudhary151 skills0 installs252 views
- Agent ReadinessOne repeatable pass that keeps fak the path of least resistance for an AI agent — Claude Code, OpenAI Codex, Cursor, an MCP client — to discover, adopt, and build on. Runs the agent-readiness scorecard (`fak score...Votes: 0GitHub stars: 41
- Appeal ScoreOne repeatable pass that makes a doc read like a person wrote it, not a model. Runs the doc-appeal scorecard (tools/doc_appeal_scorecard.py), turns each HARD defect into a required edit (em-dash flood, bold-emphasis...Votes: 0GitHub stars: 41
- Bottleneck MapMap the current "what is limiting us right now?" state across the running agent fleet and the live GitHub issue backlog. Runs fleet bottleneck detection plus issue triage, records the dominant system bottlenecks,...Votes: 0GitHub stars: 41
- Claim Repro ScoreOne repeatable RSI pass over claim reproducibility; run the claim-repro scorecard, retire unfalsifiable witness debt worst-first by adding the real artifact/test/path, re-measure, and commit only the claim-repro...Votes: 0GitHub stars: 41
- Clear Out WipClear backed-up local repository work without sweeping up peers - inventory the dirty tree, remove proven generated junk, prioritize coherent slices, ship green partial/enabling work honestly, park or issue the...Votes: 0GitHub stars: 41
- Commit CleanCommit finished work cleanly on the shared trunk — lint the subject with `fak commit --preview`, then stage-and-commit EXACTLY your paths in one locked step via `fak commit --path … -m "…"`, verify the landed...Votes: 0GitHub stars: 41
- Conflation ScoreOne repeatable pass that keeps every number and status fak reports PROVENANCE-HONEST - each value labeled by what fak CONTROLS (witnessed/authored) vs what it only OBSERVES (relayed from an external party), and no...Votes: 0GitHub stars: 41
- Curate ClusterReconcile a research or documentation cluster's index with files on disk, repair dangling references, refresh counts and context, and ignore regenerable artifacts. Commit only quiescent documentation, experiment,...Votes: 0GitHub stars: 41
- Disambiguation ScoreOne repeatable pass that keeps fak's growing namespace CRYSTAL-CLEAR - each similar-sounding concept (cache / vCache / KV cache / cachemeta / the provider prompt-cache; guard vs gate; the two witnesses) given one...Votes: 0GitHub stars: 41
- Dojo Rsi ScoreOne repeatable pass that keeps the dojo's self-improving RSI loop actually CLOSING on our own billed usage - the real calibration history the dojo measures - instead of a plan-mode scaffold that never acts. Drives...Votes: 0GitHub stars: 41
- Dos Dispatch LoopRun recurring `dos-dispatch` cycles, switching to `dos-replan` when the backlog drains and stopping on the kernel's loop verdict. Use for unattended dispatch->replan->dispatch work across disjoint lanes.Votes: 0GitHub stars: 41
- Dos DispatchPlan and ship the next batch on one lane: run `dos-next-up`, acquire a lease with `dos arbitrate`, gate empty work, dispatch the packet, and archive the run. Use when a single lane should move end to end with...Votes: 0GitHub stars: 41
- Dos Next UpSnapshot the repo's phased-plan portfolio into a dispatch packet: audit candidates with `dos verify`, render who-does-what, and emit a `dos gate` verdict. Use when you need the current next-work view before...Votes: 0GitHub stars: 41
- Dos ReplanRefresh a plan portfolio from evidence: close shipped queue items, update cooldown state, and surface the few decisions an operator must make. Use after dispatch bursts, drained backlogs, or recurring findings.Votes: 0GitHub stars: 41
- Dos Witness ClaimVerify subagent or worker results before folding them into a synthesis. Use when another agent claims it shipped, created, found, or changed something and your next step would otherwise trust its return string.Votes: 0GitHub stars: 41
- Field BorrowHigh-priority default "inspired by" workflow. Invoke proactively whenever an external product, repository, paper, standard, benchmark, release, issue, PR, or field practice could improve fak—not only on explicit...Votes: 0GitHub stars: 41
- Fleet WaveRun ONE wave of N fak-guarded ultracode sessions against the top open issues under a closing target and a wall-clock deadline — price, render fuel, launch, monitor, reconcile from git, release. N defaults to 30 (30...Votes: 0GitHub stars: 41
- Guard Rsi ScoreOne repeatable pass that keeps the RSI loop for `fak guard` actually CLOSING on our own usage - the real, hash-chained decision journal `fak guard` writes - instead of a plan-mode scaffold that never closes. Runs...Votes: 0GitHub stars: 41
- Harness CreatorCreate or customize a fak-native agent harness from a user's needs. Use when someone asks to make their own harness, agent product, branded/local UI, provider or tool profile, or a "10-minute" / "weekend" harness...Votes: 0GitHub stars: 41
- Harness GardenUse when recent trajectories, notes, or refusals should become one evidence-backed harness improvement ticket and at most one guarded worker.Votes: 0GitHub stars: 41
- Industry ScoreOne repeatable pass that keeps fak's competitive story honest AND complete — graded industry-first, not from what fak happened to measure. Runs the industry scorecard (tools/industry_scorecard.py) over a modular...Votes: 0GitHub stars: 41
- Issue TriageOne repeatable pass over the open GitHub issue backlog — classify every open issue (needs-priority / needs-kind / needs-area, orphaned P0-P1, stale, dormant question), rank them into a deterministic "do next" order,...Votes: 0GitHub stars: 41
- Lightgap ScoreOne repeatable pass that answers "is fak actually worth adopting, for whom, and what does it cost you to find out?" on an UNBOUNDED scale anchored at two ends — the next-best option a given buyer would really use,...Votes: 0GitHub stars: 41
- Memory CompactCompact and structure a Claude Code auto-memory store so MEMORY.md stays under the harness load cap (first 200 lines / 25KB load each session — content past that SILENTLY never loads) while every memory stays...Votes: 0GitHub stars: 41
- Milestone ScoreOne repeatable pass that makes the milestone report's CLIMB and ROADMAP retirable by the RSI loop — the milestone counterpart of quality-score (code) and stability-score (trust under iteration). Runs `fak...Votes: 0GitHub stars: 41
- ModularizeOne focused, repeatable pass that retires the code-quality scorecard's `architecture` debt — the god-files (>1500 lines) and god-functions (>200 lines) that /quality-score flags as RISKY and explicitly defers to "a...Votes: 0GitHub stars: 41
- Negframe ScoreOne repeatable pass that keeps agent-steer prose leading with the AFFORDANCE, not the prohibition. Runs `fak score negframe` over the steer-prose corpus (AGENTS.md, CLAUDE.md, the skills, or explicit paths), reads...Votes: 0GitHub stars: 41
- Operator Heaviness ScoreOne repeatable pass that keeps fak light to DRIVE — the operator-facing counterpart of steerability-score. Runs the operator-heaviness scorecard (`fak operator heaviness`) over the live operator surface (the cmd/fak...Votes: 0GitHub stars: 41
- Persona ScoreOne repeatable pass that keeps fak serving the top-10 personas who land on it — from the free-tier dev who downloads a binary and won't read a word, through the infra engineer who has to operate it, to the...Votes: 0GitHub stars: 41
- Phased PlanCeremony rules for shipping a phase of a phased plan — when to release, when to emit a handoff prompt, how far to go on type-strengthening, when to fold or split phases, and the hero-exit rule that prevents plans...Votes: 0GitHub stars: 41
- Plan AuditReconcile every plan-state surface a project tracks into one completion audit — how many recent plan tasks shipped, how many remain, and which surfaces disagree. Runs the project's plan-audit helper and renders a...Votes: 0GitHub stars: 41
- Quality ScoreOne repeatable RSI pass over CODE quality — the code-side counterpart of refresh-readme. Runs the code-quality scorecard (tools/code_quality_scorecard.py), reads the code-debt work-list, retires debt worst-first...Votes: 0GitHub stars: 41
- Question LoopThe super-loop-family member that ASKS instead of ships. It launches detached workers whose only job is to ask 5–10 hard, honest questions about what the repo is doing — the question no other agent has asked, the...Votes: 0GitHub stars: 41
- Refresh Cachedoc NumbersRefresh the recent-operational cachevalue numbers in a guarded doc (e.g. docs/integrations/fable5-more-usage-for-free.md) when this-week's telemetry has moved on. Re-derives the frozen snapshots from live `fak...Votes: 0GitHub stars: 41
- Refresh ReadmeOne repeatable pass over README.md — the front door — that keeps ONLY the most important points current and honestly framed. Runs the freshness auditor (tools/readme_freshness_audit.py), turns each FAIL into a...Votes: 0GitHub stars: 41
- ReleasePerform a full versioned release — bump version, draft release notes, commit, tag, push, and create the GitHub release page. Reads `.claude/project.yaml` for the project's release-context and version-bump helpers;...Votes: 0GitHub stars: 41
- Resume Watchdog AuditAudit and recover crashed Claude and Codex sessions through one dry-run-first cohort surface, with exact provider identity and post-launch transcript/thread advancement; then audit the scheduler tower that keeps...Votes: 0GitHub stars: 41
- Run It All NightPlan and run one bounded overnight issue worker through fak's guarded dispatch path, with typed capacity admission, lane leases, explicit dry-run/live gates, and independent git/DOS/test reconciliation. Use when the...Votes: 0GitHub stars: 41
- Score 2xThe generic 2×-then-discover loop the scorecard family runs — enumerate exhaustive raw debt, drive it down 2× with genuine fixes, rescore to PROVE the drop, and continuously harden discovery under a new metric...Votes: 0GitHub stars: 41
- ScorecardThe generic scoring doctrine the whole fak scorecard family instantiates — how to BUILD a new deterministic, tree-cross-checked, debt-driving scorecard and how to RUN any of them as a repeatable RSI pass. Every...Votes: 0GitHub stars: 41
- Scout LoopThe super-loop that closes the research→backlog loop — it chains the outward CRAWLERS (the daily `idea-scout` arXiv/GitHub feed, the industry scans, the RESEARCH/CONCEPT corpus) into the STUDY pipeline...Votes: 0GitHub stars: 41
- Signal FirstShape an answer for fast scanning with result-first sentences, concrete verbs, compact structure, and selectable compression while preserving every correctness-critical detail. Use when the user asks for...Votes: 0GitHub stars: 41
- Skill LifecycleWitnessed lifecycle for the project skill pack — usage-telemetry sidecar, value/idle-driven auto-archive (never delete, restorable), pin-exemption, journaled reversible transitions. Use to record skill usage, review...Votes: 0GitHub stars: 41
- Skill OverlapFlag content-redundant SKILL.md pairs as merge candidates — pairwise body cosine similarity over the skill pack, sorted highest-first. Use when the pack feels bloated or two skills seem to overlap, to find "skills A...Votes: 0GitHub stars: 41
- Skill ScoreOne repeatable pass that keeps the skill pack itself effective — the one surface no other scorecard grades. Runs the skill-effectiveness scorecard (`fak skill-effectiveness-scorecard`) over every...Votes: 0GitHub stars: 41
- Slop ScoreOne repeatable RSI pass over CODE SLOP — the slop the compiler can't see. Runs the code-slop scorecard (tools/code_slop_scorecard.py), reads the slop-debt work-list, retires debt worst-first using ONLY genuine fixes...Votes: 0GitHub stars: 41
- Sota CheckOne repeatable pass that stops fak from re-inventing known kernel art - before writing or optimizing a compute kernel (a quantized GEMM, a fused attention, a KV-cache reuse, a MoE dispatch, a Metal/CUDA kernel), it...Votes: 0GitHub stars: 41
- Spine FanoutApply the two new-work defaults — ship the minimal WORKING end-to-end spine first (or file the spine as its own issue), then fan out the 3..50+ follow-on QA/dogfood/productization backlog at creation time via `fak...Votes: 0GitHub stars: 41
- Stability ScoreOne repeatable pass that keeps fak trustworthy while it iterates fast — the question no other scorecard asks: as we add items quickly, how do we KNOW a regression / tail-wag / confusion landed, and how do we REVERT...Votes: 0GitHub stars: 41
- Stale Work LoopTurn a fak stale-work packet into dedicated, contract-valid issue units, collision-safe dispatch waves, and witness-only reconciliation. PLAN by default; use when an operator asks to adjudicate stale-work...Votes: 0GitHub stars: 41