Browse Skills — Page 9

agent-run-forensics

alirezarezvani/claude-skills

Use when asked why an agent did something, what a past session or run changed, whether tests really passed, or to verify a session summary. Answers from the recorded transcript, not memory, with trace_finder.py, trace_timeline.py and claim_checker.py.

agent-sandbox

TerminalSkills/skills

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agent-security

wgpsec/AboutSecurity

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agent-skill-author

matlab/agent-skills-playground

Use this skill when the user wants to author, design, scope, or refine an Agent Skill (a SKILL.md file). Trigger phrases include "build a new skill", "design an agent skill", "scope a SKILL.md", "how should I structure this skill", "write a skill for X", "my skill isn't working well", or any request to improve an existing SKILL.md. Walks the user through an empirical, test-first process — probe the agent for real failures, design only for genuine knowledge gaps, iterate against runnable examples, and verify across models.

agent-skill-stack

github/awesome-copilot

Find, evaluate, and assemble the smallest compatible set of AI Agent Skills for an end-to-end natural-language goal. Use when a user wants Skills for a multi-step workflow, asks which Skills fit a project, needs an installed-Skill audit or conflict check, has low Skill recall, wants indirect helpers such as humanizers or compliance checks, or wants a project-specific Skill Stack with controlled installation. Search local Skills, registries, GitHub, and OpenCLI; compare adoption, verified fit, safety, and overlap. Do not use for locating one known or common Skill; use the generic find-skills workflow.

agent-sort

affaan-m/ECC

Build an evidence-backed ECC install plan for a specific repo by sorting skills, commands, rules, hooks, and extras into DAILY vs LIBRARY buckets using parallel repo-aware review passes. Use when ECC should be trimmed to what a project actually needs instead of loading the full bundle.

agent-startup-and-context-ingestion

mvschwarz/openrig

Use when designing or auditing how an agent becomes useful after launch — AGENTS.md overlays, role files, skills, rig specs, workflow specs, startup checklists, refocus messages, "rig context" surface. Covers the 4 failure modes that make startup context fail (old rig spec misses current operating mode; current agents never told about new guidance; startup file as dumping ground; orchestrator transmits implementation without preserving product intent).

agent-style

tranhieutt/software_development_department

Provides the vendored agent-style v0.3.5 prose rule pack as a portable Claude skill. Use when installing, syncing, applying, or auditing SDD Agent-Style support in another project, or when a style-review workflow needs the bundled rules.

agent-supply-chain

github/awesome-copilot

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agent-swarm-deployer

OneWave-AI/claude-skills

Deploys swarms of sub-agents for massive parallel data processing tasks. Unlike agent-army (which is for code changes), this is for DATA tasks -- processing 1000 documents, analyzing datasets, bulk content generation. Configurable swarm size, task distribution, result aggregation, progress tracking, and error recovery.

agent-swarm-orchestration

TerminalSkills/skills

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agent-task-confirm

aAAaqwq/AGI-Super-Team

Use when confirming whether a dispatched agent task was actually received, activated, and progressing after sessions_send or other task handoff actions.

agent-team-builder

OneWave-AI/claude-skills

Designs and deploys custom agent teams for specific business workflows. Interactive discovery of business processes, then generates complete team configurations with specialized agent roles, tool access, communication protocols, and handoff rules.

agent-team-design

agentlas-ai/Agentlas-OS

Use when designing a new multi-agent team, visible agents folder, role boundaries, handoff flow, PM Soul, Memory Curator, Policy Gate, or evaluation role. Use for agent-team repo creation even when the user only says they want a meta-agent or agent operating system.

agent-team-orchestration

aAAaqwq/AGI-Super-Team

Orchestrate multi-agent teams with defined roles, task lifecycles, handoff protocols, and review workflows. Use when: (1) Setting up a team of 2+ agents with different specializations, (2) Defining task routing and lifecycle (inbox → spec → build → review → done), (3) Creating handoff protocols between agents, (4) Establishing review and quality gates, (5) Managing async communication and artifact sharing between agents.

agent-teams

rohitg00/pro-workflow

Coordinate multiple Claude Code sessions as a team — lead + teammates with shared task lists, mailbox messaging, and file-lock claiming. Patterns for team sizing, task decomposition, and when to use teams vs sub-agents vs worktrees.

agent-teams-command

Mark393295827/third-brain-v5-skills

Command V6 multi-agent work with bounded roles, ownership, worktree isolation, IPC, integration gates, cleanup, attention budgets, and verification loops. Use when the user needs Claude Code Agent Teams, parallel agents, delegation strategy, Ender-style commander training, von Neumann-style command architecture, Palantir-style ontology command boards, FDE field discovery, EDD integration gates, dynamic workflow tradeoffs, or multi-agent orchestration grounded in Obsidian wiki operating rules.

agent-tester

aAAaqwq/AGI-Super-Team

Test agent: dry-run, unit, integration, compatibility

agent-to-agent

OneWave-AI/claude-skills

Agent-to-Agent (A2A) communication protocol. Connect two or more Claude agents that pass messages, share context, delegate tasks, and collaborate. Implements structured handoffs, shared memory, and multi-agent conversations.

agent-tool-builder

simbajigege/book2skills

Define agent tools using the fail-closed design pattern — unified name/schema/security/execution in one class, with three-layer execution (validate → permission → call). Use this skill whenever the user wants to define a new agent tool, add permission or validation logic to an existing tool, or asks about 'build a tool', '定义一个工具', 'create a tool for X', '工具定义'. Framework-agnostic: works with hermes-agent, LangChain, or any Python agent framework.

agent-tool-builder-v2

diegosouzapw/awesome-omni-skills

Agent Tool Builder workflow skill. Use this skill when the user needs Tools are how AI agents interact with the world. A well-designed and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

agent-tools

EliasOulkadi/shokunin

Run 150+ AI apps via inference.sh CLI - image generation, video creation, LLMs, search, 3D, Twitter automation. Models: FLUX, Veo, Gemini, Grok, Claude, Seedance, OmniHuman, Tavily, Exa, OpenRouter, and many more. Use when running AI apps, generating images/videos, calling LLMs, web search, or automating Twitter. Triggers: inference.sh, infsh, ai model, run ai, serverless ai, ai api, flux, veo, claude api, image generation, video generation, openrouter, tavily, exa search, twitter api, grok

agent-tools

inferen-sh/superpowers

Run AI apps via inference.sh CLI - image generation, video creation, LLMs, search, 3D, Twitter automation. Models: FLUX, Veo, Gemini, Grok, Claude, Seedance, OmniHuman, Tavily, Exa, OpenRouter, and many more. Use when running AI apps, generating images/videos, calling LLMs, web search, or automating Twitter. Triggers: inference.sh, infsh, ai model, run ai, serverless ai, ai api, flux, veo, claude api, image generation, video generation, openrouter, tavily, exa search, twitter api, grok

agent-ui

inferen-sh/superpowers

Batteries-included agent component for React/Next.js from ui.inference.sh. One component with runtime, tools, streaming, approvals, and widgets built in. Capabilities: drop-in agent, human-in-the-loop, client-side tools, form filling. Use for: building AI chat interfaces, agentic UIs, SaaS copilots, assistants. Triggers: agent component, agent ui, chat agent, shadcn agent, react agent, agentic ui, ai assistant ui, copilot ui, inference ui, human in the loop

agent-wiki

Dianel555/DSkills

Incremental LLM-friendly wiki generator for Obsidian note vaults. Use when: (1) Building wiki from notes, (2) Ingesting notes to wiki, (3) Obsidian LLM wiki, (4) Incremental knowledge base management. Triggers: 'build wiki from notes', 'ingest notes to wiki', 'Obsidian LLM wiki', 'incremental knowledge base'.

agent-workflow-designer

alirezarezvani/claude-skills

Use when architecting a multi-step LLM or agent pipeline, choosing single vs multi-agent, or fixing context bloat and broken handoffs. Scaffolds the pattern, handoff contracts and failure handling with workflow_scaffolder.py.

agent-workloads

joelhooks/joelclaw

"Compatibility alias for the canonical `workflow-rig` front door. Use when older prompts mention `agent-workloads` or when you need the legacy workload-planning guidance; for new work, load `workflow-rig` first."

agent-workspace

serac-labs/serac

Build ServiceNow Agent Workspace configurations — workspaces, lists, forms, contextual side panels, Agent Assist similar-record finders, and workspace-specific UI actions on sys_aw_* tables.

agentbrain

nextlevelbuilder/agentbrain-cli

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agentcore

vercel-labs/agent-browser

Run agent-browser on AWS Bedrock AgentCore cloud browsers. Use when the user wants to use AgentCore, run browser automation on AWS, use a cloud browser with AWS credentials, or needs a managed browser session backed by AWS infrastructure. Triggers include "use agentcore", "run on AWS", "cloud browser with AWS", "bedrock browser", "agentcore session", or any task requiring AWS-hosted browser automation.

agentcore-register

agentic-community/mcp-gateway-registry

Given an MCP server URL, probe the server via curl to discover its metadata and tools, then generate a markdown file with copy-pasteable content for each field in the Amazon Bedrock AgentCore "Create record" form.

agentd-drug-discovery

swaruplab/operon

Use the AgentD workflow to mine evidence, design molecules, and rank candidates with SAR plus ADMET annotations for early drug discovery tasks.

agentflow

diegosouzapw/awesome-omni-skills

AgentFlow workflow skill. Use this skill when the user needs Orchestrate autonomous AI development pipelines through your Kanban board (Asana, GitHub Projects, Linear). Manages multi-worker Claude Code dispatch, deterministic quality gates, adversarial review, per-task cost tracking, and crash-proof pipeline execution and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

agentfolio

diegosouzapw/awesome-omni-skills

AgentFolio workflow skill. Use this skill when the user needs Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

agentfolio-v2

diegosouzapw/awesome-omni-skills

AgentFolio workflow skill. Use this skill when the user needs Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

agenthub

alirezarezvani/claude-skills

Run several agents on one task in parallel and keep the best result: faster code, copy variants, research angles. Use whenever the user wants multiple attempts compared or best of N; spawns agents in git worktrees, ranks and merges the winner.

agentic

bergside/awesome-design-skills

Conversational AI-first interface with minimal controls, clear outcomes, and delegated task flows for agentic workflows.

agentic-actions-auditor

trailofbits/skills

Audits GitHub Actions workflows for security vulnerabilities in AI agent integrations including Claude Code Action, Gemini CLI, OpenAI Codex, and GitHub AI Inference. Detects attack vectors where attacker-controlled input reaches AI agents running in CI/CD pipelines, including env var intermediary patterns, direct expression injection, dangerous sandbox configurations, and wildcard user allowlists. Use when reviewing workflow files that invoke AI coding agents, auditing CI/CD pipeline security for prompt injection risks, or evaluating agentic action configurations.

agentic-commerce

TermiX-official/cryptoclaw

Create, fund, and settle on-chain agent jobs via ERC-8183 Agentic Commerce Protocol.

agentic-development

alinaqi/maggy

Build AI agents with Pydantic AI (Python) and Claude SDK (Node.js)

agentic-engineering

affaan-m/ECC

Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing.

agentic-eval

github/awesome-copilot

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agentic-evaluation-framework

borghei/Claude-Skills

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agentic-identity

elophanto/EloPhanto

Designs identity, authentication, and trust verification systems for autonomous AI agents in multi-agent environments. Adapted from msitarzewski/agency-agents.

agentic-legibility

openai/build-hours

Score a repository's agentic legibility from repo-visible evidence only. Use when Codex needs to audit how easy a codebase is for coding agents to discover, bootstrap, validate, and navigate, especially for harness-engineering reviews, developer-experience audits, repo cleanup, or before/after comparisons after improving docs, tooling, or architectural constraints.

agentic-os

affaan-m/ECC

Build persistent multi-agent operating systems on Claude Code. Covers kernel architecture, specialist agents, slash commands, file-based memory, scheduled automation, and state management without external databases.

agentic-process-monitor

terrylica/cc-skills

Monitor background processes from Claude Code using sentinel files, heartbeat liveness, and subagent polling. Best practices and.

agentic-readiness

CodeAlive-AI/ai-driven-development

Audit and improve repositories for reliable agentic work across Codex and Codex App, Claude Code, and OpenCode. Use when reviewing AGENTS.md or CLAUDE.md quality and discovery, instruction routing in monorepos or meta-repos, agent settings, MCP configuration, skills, subagents, context budgets, or repository organization for coding agents.

agentic-workflow-designer

github/gh-aw

Conversational skill that interviews users to design new agentic workflows

github/agentic-workflows

github/awesome-copilot

Route gh-aw workflow design/create/debug/upgrade requests to the right prompts.

microsoft/agentic-workflows

microsoft/AI-Engineering-Coach

Route gh-aw workflow create/debug/upgrade requests to the right prompts.

MicrosoftDocs/agentic-workflows

MicrosoftDocs/architecture-center

Route gh-aw design, creation, diagnosis, patching, active debugging, and upgrade requests to the right strategies.

agenticbets

BankrBot/skills

Place prediction bets on token prices on Base via AgenticBets. Use when the user wants to bet UP or DOWN on whether a token price will go up or down, check prediction market odds, view open betting rounds, or claim winnings from settled rounds. Supports all tokens with active markets on AgenticBets (AGBETS, CLAWD, MOLT, WCHAN, and more). Uses Bankr Submit API to execute bet and claim transactions on Base.

agentische-datenbank-recherche

Klotzkette/claude-fuer-deutsches-recht

Master-Skill der die klassischen Patentdatenbanken agentisch ansteuert. Nimmt Suchauftrag in natuerlicher Sprache plus Erfindungsmaterial (Anspruchsentwurf Beschreibung Datenblatt Skizzen Memo) und Klassen aus Skill klassifikation-cpc-ipc und ruft nacheinander Espacenet Google Patents DPMAregister DEPATISnet EPO Register WIPO PATENTSCOPE USPTO auf. Baut Suchstrings je Datenbank passend zur jeweiligen Suchsyntax. Sammelt Treffer als strukturierte Liste mit Veroeffentlichungsnummer Anmelder Anmeldetag Prioritaetstag Klassifikation Status Link. Dedupliziert ueber Patentfamilien. Markiert Maschinenuebersetzungen. Disclaimer Vorrecherche keine amtliche Recherche keine Volltextkenntnis aller Sprachen kein Ersatz fuer die Pruefung durch die Patentanwaeltin.

agentlas-auto-activation

agentlas-ai/Agentlas-OS

Use when adding or auditing local runtime behavior that turns a project folder into an Agentlas-aware workspace with .agentlas memory and sitemap files.

agentlas-core-engine-meta-agent

agentlas-ai/Agentlas-OS

Use when creating a single Agentlas agent, creating a multi-agent team, or packaging an existing local/external agent into Agentlas architecture. Make sure to use this for /meta-agent requests.

agentlas-packaging

agentlas-ai/Agentlas-OS

Use when converting, repairing, or packaging an existing local or external agent/team into Agentlas architecture for local install, Agentlas import, Codex plugin use, Claude adapter use, or open-source release.

agentlas-security-scan

agentlas-ai/Agentlas-OS

Use when an agent folder must pass the Agentlas Cloud 2-stage security scan (static rules + BYOK LLM judgment) before private sync or public publish, or when asked to run/interpret `hephaestus security scan`.

agentmail

NousResearch/hermes-agent

Give the agent its own dedicated email inbox via AgentMail. Send, receive, and manage email autonomously using agent-owned email addresses (e.g. [email protected]).

agentmail-v2

diegosouzapw/awesome-omni-skills

AgentMail \u2014 Email for AI Agents workflow skill. Use this skill when the user needs Email infrastructure for AI agents. Create accounts, send/receive emails, manage webhooks, and check karma balance via the AgentMail API and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

agentphone

vm0-ai/vm0-skills

Build AI phone agents with AgentPhone API. Use when the user wants to make phone calls, send/receive SMS, manage phone numbers, create voice agents, set up webhooks, or check usage — anything related to telephony, phone numbers, or voice AI.

agentphone-v2

diegosouzapw/awesome-omni-skills

AgentPhone workflow skill. Use this skill when the user needs Build AI phone agents with AgentPhone API. Use when the user wants to make phone calls, send/receive SMS, manage phone numbers, create voice agents, set up webhooks, or check usage \u2014 anything related to telephony, phone numbers, or voice AI and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

agentql-automation

ComposioHQ/awesome-claude-skills

"Automate Agentql tasks via Rube MCP (Composio). Always search tools first for current schemas."

agents-consilium

CodeAlive-AI/ai-driven-development

Query external AI agents (Codex, Gemini, OpenCode, Claude Code headless) in parallel for independent second opinions, code review, bug investigation, and consensus on high-stakes decisions. Agents and models are configurable in config.json. Use for architecture choices, security review, or ambiguous problems where independent perspectives matter. Not for simple questions answerable from docs or the codebase — use web search or repo exploration instead.

agents-context-management

PaulRBerg/agent-skills

Create or polish repo agent context: README.md, AGENTS.md/CLAUDE.md, and installed project skills.

agents-introspection

PaulRBerg/agent-skills

Determine whether prior Codex and Claude Code work in the current project establishes a recurrence risk for the user's task, then recommend the smallest durable intervention justified by the evidence.

agents-md

diegosouzapw/awesome-omni-skills

Maintaining AGENTS.md workflow skill. Use this skill when the user needs This skill should be used when the user asks to \"create AGENTS.md\", \"update AGENTS.md\", \"maintain agent docs\", \"set up CLAUDE.md\", or needs to keep agent instructions concise. Enforces research-backed best practices for minimal, high-signal agent documentation and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

agents-md-generator

MADTeacher/mad-agents-skills

Create, generate, update, repair, trim, or split minimal AGENTS.md files for repository roots and confirmed nested modules using progressive disclosure. Use for missing, bloated, contradictory, or outdated agent instructions, monorepos, services, packages, module context, and portable agent guidance without assuming any fixed agent folder structure.

agents-md-v2

diegosouzapw/awesome-omni-skills

Maintaining AGENTS.md workflow skill. Use this skill when the user needs This skill should be used when the user asks to \"create AGENTS.md\", \"update AGENTS.md\", \"maintain agent docs\", \"set up CLAUDE.md\", or needs to keep agent instructions concise. Enforces research-backed best practices for minimal, high-signal agent documentation and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

cloudflare/agents-sdk

cloudflare/skills

Build, debug, or review Cloudflare Agents SDK applications using the agents package.

browser-use/agents-sdk

browser-use/browsercode

Build AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers, or chat applications. Covers Agent class, state management, callable RPC, Workflows integration, and React hooks.

openai/agents-sdk

openai/plugins

Build AI agents on Cloudflare Workers using the Agents SDK. Load when creating stateful agents, durable workflows, real-time WebSocket apps, scheduled tasks, MCP servers, or chat applications. Covers Agent class, state management, callable RPC, Workflows integration, and React hooks. Biases towards retrieval from Cloudflare docs over pre-trained knowledge.

agents-sdk-dotnet

microsoft/Agents

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agents-sdk-dotnet-activityhandler-migration

microsoft/Agents

Use when migrating a Microsoft 365 Agents SDK agent that uses ActivityHandler or TeamsActivityHandler to AgentApplication. This is ONLY for DotNet projects that uses `Microsoft.Agents.*` packages. Triggered by Agents SDK bots that subclass ActivityHandler or TeamsActivityHandler that need to be modernized to AgentApplication routing.

agents-sdk-dotnet-debugging

microsoft/Agents

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agents-sdk-dotnet-otel

microsoft/Agents

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agents-sdk-provision

microsoft/Agents

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agents-sdk-python-otel

microsoft/Agents

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agents-sdk-typescript

microsoft/Agents

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agents-sdk-typescript-debugging

microsoft/Agents

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agents-sdk-typescript-otel

microsoft/Agents

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agents-v2-py

benjaminasterA/antigravity-awesome-skills

Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container images in Azure AI Foundry.

agents-v2-py-v2

diegosouzapw/awesome-omni-skills

Azure AI Hosted Agents (Python) workflow skill. Use this skill when the user needs Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container images in Azure AI Foundry and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

agentscope

TerminalSkills/skills

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agentwiki

nextlevelbuilder/agentwiki-skills

Drive the AgentWiki knowledge platform via its CLI (`@aiagentwiki/cli`, command `agentwiki`) and MCP server (`https://api.agentwiki.cc/mcp`). Use this skill whenever the user mentions AgentWiki, agentwiki.cc, app.agentwiki.cc, the `agentwiki` CLI, the `@aiagentwiki/cli` npm package, the AgentWiki MCP server, or asks to create/list/search/share/publish documents, manage folders or tags, upload files or images, deploy static sites, traverse a knowledge graph, or query their AgentWiki workspace from the terminal or as an AI agent. Triggers include phrases like "agentwiki login", "aw_… API key", "create a doc on agentwiki", "search my wiki", "publish to agentwiki", "agentwiki MCP", or any task that would otherwise require opening app.agentwiki.cc manually.

agenty-automation

ComposioHQ/awesome-claude-skills

"Automate Agenty tasks via Rube MCP (Composio). Always search tools first for current schemas."

agf-code-map

pcliangx/AppGenesisForge

Deeply Understand (codemap) — 持久化代码图谱 + 变更影响分析 + 理解地图。接手遗留项目 Day-1 / PR 影响分析 / 解释陌生代码 / PRD·ADR 前现状理解时用。编排 tools/codemap/ 的 codemap CLI

agf-deploying-uat

pcliangx/AppGenesisForge

Use when deploy-engineer is about to deploy the merged-to-main code to the isolated local UAT stack (after code review + SIT Audit pass and merge, before qa-engineer runs E2E/UAT). Provides the applicability gate, pre-flight checks, isolated compose bring-up (independent project name + port offset +900), in-container migration, real-output smoke test, hand-off, and the deploy-report skeleton. Pairs with deployment.md "UAT 环境部署" contract and slash /agf-deploy-uat.

agf-design-discipline

pcliangx/AppGenesisForge

Use when uiux-designer is about to produce a design spec (spec.md) or static HTML prototype, or frontend-dev is about to build UI from a design. Provides the anti-AI-slop design discipline layer — Brief Inference (Design Read), three aesthetic dials tuned for product UI, AI Tells blacklist with overrides, mechanically-checkable Pre-Flight. Sits above the token layer (DESIGN.md) and mechanical review (code-reviewer); does not redeclare tokens or guide non-shadcn design systems. Inspired by taste-skill, cropped for AGF product UI per ADR-013.

agf-releasing-apple

pcliangx/AppGenesisForge

Use when apple-release-engineer is about to build the signed distributable (TestFlight build / notarized DMG / internal package) from merged-to-main code (after apple code review + SIT Audit pass and merge, before apple-qa-engineer runs E2E/UAT). Provides the applicability gate, pre-flight checks, lane execution per channel, notarization, real-output smoke test, hand-off, and the release-report skeleton. Pairs with deployment.md §7 "Apple 发布" contract and slash /agf-apple-release.

agf-running-apple-sit

pcliangx/AppGenesisForge

Use when apple-dev has finished feature code + Unit tests (Swift Testing) and is about to enter code-review. Provides the Apple SIT scope (xcodebuild test + simulator per declared target), the AC-driven integration walk, APIProtocol-mock discipline, and evidence sink (progress/apple-dev.md). SIT is dev-owned; apple-code-reviewer audits the evidence.

agf-running-release-retro

pcliangx/AppGenesisForge

Use when product-lead is about to run a release retrospective after a successful MAJOR or MINOR release push (PATCH skipped). Provides applicability gate, pre-conditions, 7-step execution sequence, anti-patterns, and the verification gate before commit. Pairs with template docs/reviews/retro-_TEMPLATE.md and slash /agf-release-retro.

agf-running-sit-tests

pcliangx/AppGenesisForge

Use when an execution-layer dev (frontend-dev / backend-dev / ai-agent-dev / ml-engineer / miniapp-dev) has finished feature code + Unit tests and is about to enter code-review. Provides the SIT scope, environment, AC-driven integration walk, and evidence sink (progress/<role>.md). SIT is now a dev-owned step, not a separate QA stage.

agf-skill-stocktake

pcliangx/AppGenesisForge

Use when PL / tech-lead audits the content quality of AGF's own skills (`.claude/skills/agf-*/SKILL.md`). Provides the 5-dimension checklist (Actionability / Scope fit / Uniqueness vs CLAUDE.md+standards / Currency of pointers / Gate-binding validity), 5-verdict rubric (Keep/Improve/Update/Retire/Merge), reason-quality bar (反敷衍), and output skeleton. Triggered each MINOR release retro or manually.

agf-wiring-apple-llm

pcliangx/AppGenesisForge

Use when wiring LLM features into the Apple client (macOS / iOS) — streaming chat via the FastAPI multi-LLM gateway, or on-device inference (Apple Foundation Models / Core ML). Provides the route decision (gateway vs on-device), streaming transport pattern, env/config contract, offline & cost guardrails, and minimum verifications before declaring the integration done.

agf-wiring-multi-llm-sdk

pcliangx/AppGenesisForge

Use when wiring up or switching between China-domestic LLM providers (DeepSeek, Doubao/Volc Ark, Qwen/DashScope, MiniMax). Provides OpenAI-compatible adapter pattern, env-var contracts, fallback strategy, cost guardrails, and minimum verifications before declaring integration done.

agf-writing-adr

pcliangx/AppGenesisForge

Use when tech-lead is about to record an architecture decision (new tech stack member, deviation from baseline, deployment / observability / auth scheme choice). Provides ADR structure, version-audit appendix format, and "what NOT to ADR" guidance. Replaces ad-hoc copy from ADR-000.

agf-writing-change

pcliangx/AppGenesisForge

Use when product-lead is about to formalize a feature into a change folder (the OpenSpec-style intake that replaces PRD as of v6.9.0). Provides the four-artifact structure (proposal / delta specs / design / tasks), the Requirement+Scenario delta format (ADDED/MODIFIED/REMOVED/RENAMED), the AC↔scenario mapping that keeps the AGF verification spine intact, the validate gate, and the archive-merge hand-off. Replaces agf-writing-prd (deprecated).

agf-writing-docx-reports

pcliangx/AppGenesisForge

用 docx-js 写"阅读友好的中文 docx 报告"（决议书 / 评审报告 / 调研 / 分析 / 投标书等高密度报告型文档）。当用户要求把 markdown 内容转 docx 且抱怨"格式混乱 / 不专业 / 看不下去"时启用——pandoc 默认转换难以满足。提供：路径决策 / 设计 token / 可复用 helper 全套 / 11 个 pitfall / 生成-预览闭环。

agf-writing-github-issue

pcliangx/AppGenesisForge

Use whenever a user, product-lead, or qa-engineer wants to create a GitHub issue in the project repo — including phrases like "提一个 issue / 写一个 issue / 报 bug / 把这个开成 issue / gh issue / 上 GitHub / track 一下 / 立个 ticket". Provides the required-field skeleton, locked label set (type / area / epic / priority / severity / phase), gh CLI heredoc template, and the QA-auto-issue exception path. Replaces ad-hoc `gh issue create` calls with inconsistent titles / missing labels / freestyle bodies.