batch-process

Process multiple content pieces through a prioritized, checkpointed queue with progress tracking and per-piece quality gates

Swarm Gates

Static analysis quality gates for generated code.

codex-implementation-loop

Delegate implementation work to Codex (via the codex-companion runtime), then review its diff, send it back to iterate, gate on the full test suite, and ship it as a PR. Use this whenever the user wants Codex to write code, mentions handing off / delegating implementation to Codex, asks to work through a plan or spec unit-by-unit with Codex doing the coding, or wants a review-and-merge loop wrapped around Codex output — and also when resuming such a loop ("keep going", "next unit", "继续下一个"). It encodes constraints that are expensive to rediscover: Codex runs in the real environment with effectively read-only git, must not be pointed at a full test suite by default, accepts only specific --effort values, and its self-report is a claim rather than evidence.

The theory of LLM wikis, running as one. A framework for agent-operated knowledge: typed, linked, review-gated markdown your agents execute.

Signal Api

Bitcoin 15-min prediction signals with on-chain commitment proofs. L402-gated.

convergence-loop — Universal Convergence Loop Gate Reinforcement

> A single pass declaration is hard to trust. A fix exposes new FAILs, and round 2 catches what round 1 missed. convergence-loop assigns a "truly passed" criterion to any gate.

customise-workflow

Customise the prd-taskmaster-v2 skill workflow via curated brainstorm questions. AI asks, user answers in plain English, the skill writes their preferences to .taskmaster/config/user-workflow.json. Future runs of prd-taskmaster read that file and apply user preferences to phase gates, validation strictness, default provider, preferred execution mode, and template choice. Use when user says "customise workflow", "adjust my PRD settings", "tune the skill", or wants to change how prd-taskmaster behaves.

agenttrace-session-audit

Audit local AI coding-agent sessions with agenttrace. Use when the user asks to inspect Claude Code, Codex CLI, Gemini CLI, Qwen Code, Aider, Cursor, OpenCode, Oh My Pi, Kimi, Copilot-style, or generic JSON/JSONL sessions for cost, tokens, tool failures, latency, anomalies, health, diffs, or CI gates.

enrichment-module-builder

Build a new Nemesis file enrichment module end-to-end with explicit user approval gates for output mode, library choice, sample files, and integration testing.

transform

Use this to author and change a dbt project: bootstrap a new dbt project in a repo that has none (`transform init`), write or refactor dbt model SQL from staging to marts, add tests and docs in schema.yml, manage dependencies, and define or update the semantic layer (dbt semantic models / MetricFlow: entities, dimensions, measures, metrics). Trigger it for requests like "set up a dbt project in this repo", "build a staging model for this table", "refactor this model", "add tests to this model", "create a mart for X", "define a revenue metric", or "add a dimension to this entity". Every change is a reviewable diff to the dbt project; any warehouse build is dev-target only, gated, and cost-surfaced first. Do not use it to explore or profile a warehouse (use explore) or to detect drift and reconcile a project that has fallen out of sync (use maintain).

Challenge — `/challenge [gate1|gate2|<file>]`

The cheapest place to lose a gate is in rehearsal. Attack the PM's deck the way the real audience will — armed with the registry, which knows exactly where the evidence is thin.

Super Smoke Test — Post-Execution QA Gate

Automated UAT-level QA pipeline. Exercises what was built, not just "does the page load". Catches CSS collapses, missing hrefs, broken Server Actions, RLS issues, and regressions introduced by auto-fixes.

drain

Run the on-demand drain pass over every spec bundle's Gate deferral entries: evaluate structured GATE(when:) conditions, surface date and free-text gates, report malformed ones, inventory each live bundle's [manual] test-spec entries, and surface the observations log's unmined state. Read-only; nothing is auto-resolved or auto-dropped.

code-completion

Quality gates checklist for completing code work before finishing implementation cycles

bg3-steam-launcher

Launch Baldur's Gate 3 through Steam on macOS and load saved games using macos-automator and peekaboo MCP servers. Designed for testing bg3se-macos (Script Extender) development. Use when: (1) launching BG3 from Steam, (2) loading a BG3 saved game, (3) testing SE mod injection, (4) user asks to "start BG3", "load my BG3 save", "play Baldur's Gate", "test the script extender". Requires macos-automator and peekaboo MCP servers installed with accessibility permissions.

agent-army

Deploy a 2-layer parallel agent hierarchy for large, parallelizable work — big refactors, multi-file migrations, codebase-wide audits, bulk generation. Layer 1 is 3-50+ specialist agents, each with its own full context window; Layer 2 is 2+ sub-agents per member. Includes git safety, tiered sizing, a pre-deploy gate, phantom-completion checks, and multi-wave follow-up.

haiku-pilot

Haiku-first execution playbook: through deliberate prompt structure, sub-agent delegation, and quantitative escalation gates, get Haiku 4.5 to produce near-Opus quality on most tasks. Escalate to Sonnet/Opus only when gates trigger. Triggers: "haiku", "Haiku", "Haiku mode", "haiku-pilot". Do NOT use for: cost-only token optimization, file-count cognitive heuristic, agent dispatch table, CLAUDE.md / rules audit, harness health check. This SKILL is a runtime router + escalation gate, not a decision tree or directory.

accessibility-guide

Use when planning, assessing, governing, or operating accessibility across web, mobile, desktop, documents, content, and service journeys. Triggers on WCAG version or level selection, applicable criteria, inclusive design, keyboard or assistive-technology evaluation, accessibility evidence, release gates, conformance claims, exceptions, remediation, monitoring, or exact-revision reassessment, even when the user doesn't say 'accessibility assurance'.

fict-best-practices

Fict compiler and runtime engineering guide for correctness and reliability. Use when implementing or reviewing Fict compiler transforms, runtime reactivity behavior, SSR/resume flow, devtools/playground integration, or release CI gates in Fict repositories.

Io.Github.Tponscr Debug/Oracle H

Human approval gate for AI agents. Critical actions approved or rejected by a human via Telegram.

Ad Account Auditor · 付费广告账户审计

Use when auditing a paid ad account for ROAS quality, wasted spend, or measurement integrity before scaling; runs RQS scoring with veto checks and a SHIP/FIX/BLOCK gate on your own exported account data. Not for building campaign structure — use campaign-architect; not for creative units — use ad-creative-builder. 付费广告账户审计/ROAS评分

app-ai-guardrails

Scaffold a greenfield app so the **full guardrail canon** is live in **commit #1** and every one of the 7 **gates** is **verified green** before that commit exists. The canon is stack-agnostic; each stack's mechanics live in one adapter file. The differentiator is **teeth**: gates that *fail* on vio

turkey-build

Multi-agent app builder with 7 modes - greenfield, iteration, bugfix, refactor, UI polish, migration, and audit. PM orchestrates specialized agents with feature branches. 98%+ quality gate, runtime verified, visual QA.

Advance a card

Every status transition is a documented agreement, not a silent flag flip — the reason lives on disk: in the body for terminal transitions, in the commit message for mid-flight ones. Mutate a card's status — everything except `done`, which is `Skill(finish-card)`'s DoD-gated contract. Read the c

Marketing OS for developerneurs + solopreneurs (engineers shipping products with zero marketing experience). Spec-driven campaigns with positioning-invariant quality gates.

Io.Github.HomenShum/Nodebench

260 MCP tools across 49 domains. AI Flywheel, quality gates, research, web scraping.

/agent-governance — Agent Capability Management

Manage which agents can do what, with approval gates for adding/removing capabilities. From Paperclip's governance framework.

Tribunal

Tribunal — Enterprise Claude Code plugin. TDD enforcement, quality gates, vault of rules and agents.

deepsec

Drive the `oma-deepsec` skill end-to-end. Installs `.deepsec/`, calibrates cost, runs the right scan/process/triage/revalidate/export pass, gates PRs with `process --diff`, writes custom matchers, and routes findings to follow-up specialists.

/align - Force N numbered clarifying questions before doing any work

Manual escalation lever above the default `prompt-refinement.md` rule. When the user invokes `/align N` they are explicitly summoning a clarification gate with exactly N numbered + lettered questions, each carrying a single committed recommendation. Single-shot per invocation - after Phase 3 approva

ai-advise

Proactive governance advisor — checks standards, decisions, and quality trends during development. Always advisory, NEVER blocks. Three modes: `advise` (post-edit), `gate` (pre-dispatch), `drift` (on-demand decision audit). Trigger for 'governance check', 'advise on this change', 'check for drift', 'is this aligned with active decisions', 'shift-left advisory'. Not for blocking gates — use /ai-verify. Not for narrative code review — use /ai-review.

Pre-Commit Code Verification

Automated verification pipeline before code lands. Static scans, baseline-aware quality gates, an independent reviewer subagent, and an auto-fix loop.

python-release-workflow

Use when releasing a uv+poe+GitHub Actions+Read the Docs Python project; supports patch/minor/major and enforces CI+RTD gates before GitHub release.

SettlementWitness

Deterministic verification gate for agent execution and x402 settlement.

Eval Writer

This skill is the backpressure layer: a suite that tests the claim a workflow is done, since one passing run proves nothing repeatable. It turns acceptance criteria into cases, runs the whole workflow, and exits non-zero on any regression: a gate that can fail, not just "the agent said it works."

sdlc-align

The **window** check. Every other alignment gate in LoopSmith looks at one unit of work: `sdlc-plan-review` §4 holds a single plan to the north-star, and `sdlc-retro` asks what a single goal taught. Neither can see the shape of *twenty* goals, and that is where strategy actually drifts — no singl

api-contract-first

Hard gate before implementing any API endpoint or service interface. Requires a written, reviewed contract (OpenAPI 3.x, protobuf, or GraphQL schema) before any implementation code is written. Prevents breaking changes, misaligned clients, and undocumented behaviour.

Build (the demo loop, enforced)

The single biggest reason a StyleSeed build lands *generic* when the reference demo (styleseed-demo.vercel.app) looks *designed* is **not missing rules — it's a skipped process.** The demo went through: lock the look → build → run the Quality Gate → fix to a floor → repeat. A free-hand bui

GeekX 承诺闸门入口

`geekx-commitment-gate` 是点名入口。拿不准时优先使用 `geekx-gate`。

quality-gate-size-analysis

Analyze static quality gate on-disk size changes, correlate with Confluence exception records and GitHub PRs by milestone

md-feedback

Review markdown plans before AI agents build. Annotate, gate-check, apply fixes, session handoffs.

mcaf-ci-cd

Design or refine CI/CD workflows, quality gates, release flow, and safe AI-assisted pipeline authoring. Use when adding or changing build pipelines, release stages, IaC-driven environments, or deployment rollback policy.

agent-safety

Use when bounding an LLM agent that already runs — scoping its task domain, gating tools to least privilege, defending against prompt injection in untrusted web/email/RAG text, requiring human approval on irreversible actions, capping runtime and cost, or triaging what it already did. NOT building the loop, tools, or RAG (that is `building-agents`).

app-paywall-pilot

Design, audit, debug, and implement App Store-compliant mobile paywalls, subscription flows, pricing screens, trials, offers, feature gates, and subscription lifecycle UX. Use when the user asks to audit my paywall, fix App Store 3.1.2 rejection, improve trial-to-paid, choose plans/prices/trials, review RevenueCat/Adapty/Apphud/Superwall setup, calculate LTV/ROAS, or build paywall implementation.

preflight

Run local quality gates before creating a PR

Aegis — AI Agent Governance

Policy-based governance for AI agent tool calls. YAML policy, approval gates, audit logging.

/mission — 自律ミッション達成オーケストレーター

あなたは Mission Partner。state gate と `mission-state.py next` / `resume` を進行 oracle とし、`passes: true` または `halt_reason` まで実行を続ける。

swarm-iosm

Orchestrate complex development with AUTOMATIC parallel subagent execution, continuous dispatch scheduling, dependency analysis, file conflict detection, and IOSM quality gates. Analyzes task dependencies, builds critical path, launches parallel background workers with lock management, monitors progress, auto-spawns from discoveries. Use for multi-file features, parallel implementation streams, automated task decomposition, brownfield refactoring, or when user mentions "parallel agents", "orchestrate", "swarm", "continuous dispatch", "automatic scheduling", "PRD", "quality gates", "decompose work", "Mixed/brownfield".

batch-complete — Bulk Complete or Cancel Items

Close out a feature subtree, cancel an abandoned workstream, or clean up stale items in one operation. Handles gate checks, active-item warnings, and reports exactly what succeeded and what was skipped.

terrashark

Prevent Terraform/OpenTofu hallucinations by diagnosing and fixing failure modes: identity churn, secret exposure, blast-radius mistakes, CI drift, and compliance gate gaps. Use when generating, reviewing, refactoring, or migrating IaC and when building delivery/testing pipelines.