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Remove a Photoshop background in one recipe call. Use when the user says remove background, cut out, isolate subject, transparent background, or arka planı sil. Do not rasterize, duplicate, hide, select subject, or mask.

Route a Photoshop request to the matching recipe. Use for Instagram, sky replacement, vesikalık, dodge and burn, watermark, csv cards, carousel, portrait, color grade, frequency separation, mockup, organize layers, gradient fade, or web export.

Author WARPP workflows for Manifold as typed-port dataflow JSON. Use when a user asks to build, create, design, generate, or edit a Flow / workflow / automation / pipeline / DAG in Manifold, or mentions WARPP, workflow nodes, or the /flow builder. Covers the document format, port types and coercions, the builtin node catalog, control flow (if/coalesce/map), and the workflow_catalog then workflow_save validate-and-self-correct loop.

Use when an agent needs to inspect or call the local Manifold HTTP API. Provides guidelines and scripts to filter specs before reading and handle payloads safely.

PageIndex - Vectorless reasoning-based RAG for document retrieval

Promote a chat exchange (the assistant's answer + the user's preceding question) into a wiki page — propose a slug + new-or-append target + draft body, show the proposal in the next assistant turn for the user to confirm or revise, then write. Use when the user says "wiki にして", "save this as a wiki page", "promote this to wiki", or invokes the slash command. Sister of mc-wiki-ingest (Phase A, source-driven) and the read-only wiki triad.

Ingest a source (workspace file path or pasted text) into the wiki — write a summary page, cross-reference up to 5 related pages with [[links]], and append a log entry. Use when the user attaches a document / pastes article text / says "wiki に取り込んで". Sister of mc-wiki-health-check (structural lint) and mc-wiki-deep-lint (LLM lint).

On-demand LLM-driven wiki review — find contradictions between pages, stale claims, and missing concepts (topics mentioned in index.md / log.md / sources but not yet captured as their own page). Read-only — never modifies the wiki. Use when the user asks to "review the wiki", "find contradictions", "what's stale in the wiki", or "what's missing". Sister of mc-wiki-health-check (structural lint).

Schedule, list, edit, or remove a recurring agent task (cron / interval) in `config/scheduler/tasks.json`. Use for cross-collection digests, notifications, or any standalone recurring prompt ("毎朝7時に天気", "every weekday 8am check email", "schedule a weekly cleanup"), or to list/stop automations. EXCEPTION — do NOT create a task here to keep ONE collection's records fresh (e.g. "update the stock-quotes daily", "refresh these quotes every morning", "re-poll these URLs"): instead add an `ingest` block with `kind: "agent"` to THAT collection's own `schema.json` (it self-refreshes on schedule and from its Refresh button; syntax in `config/helps/collection-skills.md` → "Scheduled agent refresh"). Read this skill body in full before writing `tasks.json` — the entry format is structured, not free-form.

Personal book journal — track books the user wants to read or has read, prompt for impressions when they finish one, capture their words verbatim, and surface earlier reactions when they want to recall what they thought about a topic.

Personal recipe book — save / read / update / delete cooking recipes as markdown files under `data/cooking/recipes/`, with a `README.md` index that lists every recipe. Use when the user asks to remember a recipe, look one up, or refine one.

Interactively guide setup for connecting the Claude Code CLI to a local Ollama LLM on Mac. NOTE — This is for the standalone Claude Code CLI itself, NOT MulmoClaude (MulmoClaude does not currently support Ollama as a backend). Covers Ollama install, model pull, env switching, and verification. Respond in the user's language.

Interactively guide MulmoClaude setup following README instructions. Checks port conflicts, host dependencies (Docker / ffmpeg / claude CLI), and common pitfalls. Respond in the user's language.

Interactively guide LINE bridge setup — ngrok install, LINE Developers Console config, and bridge startup. Respond in the user's language.

e2e-live スイートを継続メンテする。`plans/feat-e2e-live.md` の TODO と直近 main の動向を起点に、未実装シナリオ追加・既存修正・config 改善（webkit project, self-repair 緩和等）を 1 PR で進める skill。実行用の `/e2e-live` skill とは別物。

実 mulmoclaude を叩く wiki カテゴリ (markdown image coverage) の総合テストを実行する。`yarn dev` が起動済みであることが前提。

実 Claude API を叩く media カテゴリ（画像 / PDF / 動画）の総合テストを実行する。`yarn dev` が起動済みであることが前提。

実 Claude API + Docker サンドボックスを叩く docker カテゴリの総合テストを実行する。`DISABLE_SANDBOX` を unset した状態で `yarn dev` が起動済みであることが前提（サンドボックス off だと全 test が `test.skip` で抜ける）。

実 Claude API を叩く総合テスト（全カテゴリ）を実行する。リリース前ではなく、定期的に手動で回して回帰を検出するための skill。`yarn dev` が起動済みであることが前提。

Generate new Navigator slash commands following project conventions. Use when user says "add slash command", "create command", "new /nav command", or "add /nav:[name] command".

Unified workflow orchestration for substantial tasks. Auto-detects complexity, defers to matching skills, or provides phase-based execution. Solves workflow conflicts between skills, loop mode, and CLAUDE.md.

Automates Navigator plugin updates. Detects current version, updates plugin, verifies installation, updates project CLAUDE.md, and validates new features. Auto-invoke when user mentions upgrading Navigator or getting new features.

Divergent solving for a declared contradiction ("improving X worsens Y"). Produces three competing candidates from different TRIZ separation modes, each with cost and downside, then recommends one. Auto-invoke when user says "find a better solution", "alternatives for", "resolve the contradiction", "triz this", or when a nav-brief declares a Contradiction on a substantial task.

Sync project CLAUDE.md to the installed Navigator version, preserving customizations. Use when user says "sync CLAUDE.md", "update CLAUDE.md", or when detecting outdated Navigator configuration.

Display session efficiency report showing token savings, cache performance, and optimization recommendations. Use when user asks "show my stats", "how efficient am I?", "show session metrics", or wants to see Navigator's impact.

Create Standard Operating Procedures after solving novel issues, establishing patterns, or documenting workflows. Use when user says "document this solution", "save this for next time", "create SOP".

Analyze codebase patterns and create custom skills for repetitive workflows. Use when project needs automation or pattern enforcement. Auto-invoke when user says "create a skill for...", "automate this workflow", or "we keep doing X manually".

Manage user preferences and corrections for bilateral modeling. Auto-learns from session corrections. Use when user says "save my preferences", "remember I like...", or auto-triggers after corrections.

Dispatch a Navigator task doc to Pilot as a labeled GitHub issue. Use when user says "dispatch TASK-XX to Pilot", "hand off to Pilot", "send to Pilot", or "queue for Pilot". One-way handoff (Navigator authors the spec, Pilot executes autonomously).

Interactive onboarding for Navigator - learn by doing. Auto-invoke when user says "onboard me", "teach me Navigator", "how do I use Navigator", "Navigator tutorial", "learn Navigator", "new to Navigator", or "what skills should I use".

Create context save points to preserve conversation state before breaks, risky changes, or compaction. Use when user says "save my progress", "create checkpoint", "mark this point", or before clearing context.

Run tasks until complete with structured completion signals. Auto-invoke when user says "run until done", "keep going until complete", "iterate until finished", "loop mode", "autonomous mode".

Query project knowledge graph. Search across tasks, SOPs, memories, and concepts. Use when user asks "what do we know about X?", "show everything related to X", or "remember this pattern/pitfall/decision".

Show and toggle Navigator features. Auto-invoke when user says "show features", "enable/disable feature", "my navigator settings", or "configure navigator".

Detect quality drops in AI output and prompt re-anchoring. Auto-triggers after repeated corrections, context confusion, or when user says "something seems off", "you're not getting this".

Orchestrates zero-to-running-app in 8 stages — prerequisites → context → provision → model → load → explore → query → build. Each stage reads its own reference file. Supports HITL and fully autonomous operation. Use when starting a new Neo4j project from scratch, provisioning Aura, generating synthetic data, building a notebook or app, or running the full onboarding pipeline. Time budget ≤15 min autonomous, ≤90 min HITL. Does NOT cover Cypher query authoring — use neo4j-cypher-skill. Does NOT cover driver upgrades or Cypher migration — use neo4j-migration-skill. Does NOT cover CLI/admin tasks on an existing DB — use neo4j-cli-tools-skill.

Generates, optimizes, and validates Cypher 25 queries for Neo4j 2025.x and 2026.x. Use when writing new Cypher queries, optimizing slow queries, graph pattern matching, vector or fulltext search, subqueries, or batch writes. Covers MATCH, MERGE, CREATE, WITH, RETURN, CALL, UNWIND, FOREACH, LOAD CSV, SEARCH, expressions, functions, indexes, and subqueries. Does NOT handle driver migration or API changes — use neo4j-migration-skill. Does NOT cover DB administration or server ops — use neo4j-cli-tools-skill.

Manages Neo4j Aura Agents via the v2beta1 REST API — create, list, get, update, delete, and invoke Aura agents backed by an AuraDB instance. Use when configuring Aura Agent tools (CypherTemplate, SimilaritySearch, Text2Cypher), setting system prompts, deploying agents to REST or MCP endpoints, invoking agents with natural language queries, or generating evaluation datasets (max 50 questions) for the Aura Agent evaluation feature. Covers OAuth2 auth, organization/project scoping, tool parameter schemas, and InvokeAgentResponse format. Does NOT cover AuraDB instance provisioning — use neo4j-aura-provisioning-skill. Does NOT cover vector index creation — use neo4j-vector-index-skill.

Manage Codex's native global memory (~/.codex/memories) with three sub-procedures - trim (audit + dedupe + three-layer cleanup), compress (rewrite verbose memories into concise form), and add-global (add a custom global rule/preference). Use when the user asks to 精简/清理/整理/压缩 Codex 记忆, 去重, 简化冗长记忆, 添加/写入/修改全局记忆 or a global rule.

用于搜索免费官方年报、年度报告、定期报告、上市公司披露文件、债券发行人报告和海外公司年度账目。

搜索社区、社媒、新闻热点、百科趋势、开发者生态和技术讨论时使用。

用于搜索英文社交平台，包括 Reddit 帖子、Twitter/X 推文和 YouTube 视频。

用于搜索中文社交平台。脚本入口覆盖 B站视频、知乎问答和抖音视频；小红书、微博当前没有脚本入口，只能通过 browser-use / 公开网页兜底。

Use when researching China market, industry, macro, trade, procurement, listed-company disclosure, regulation, IP, healthcare, logistics, energy, environment, or industrial-operation information using free official sources with no registration, no API key, and no cryptocurrency data.

USE FOR Google-backed image discovery via Serper.dev. Returns image URLs, page URLs, titles, and source domains.

用于搜索金融市场、证券、上市公司基本面、价格、K 线、披露文件、财经新闻、A 股数据、港股或全球 ticker，可使用 yfinance、mootdx、API 脚本或 browser-use。

用于查找代码示例、开源项目、GitHub Issue、技术问答、开发者讨论、HuggingFace 模型/数据集/Space。

用于终稿完成且脚注需要后处理时：去重 [^key] 引用，转换为 [N] 编号，并追加参考文献。

Use when another PPT Skill needs web search, image search or download, or image generation and the host Agent's equivalent native capability is absent or has failed.

Build continuous-shot motion-driven HTML stories from a subject or narrative, including research, story structure, consistent AI stills, Seedance scene and connector clips, interface styling, media normalization, and browser QA. Use for immersive journeys, timelines, product stories, fictional worlds, or other scene-based visual narratives whose camera should flow from beginning to end; not for ordinary autoplay video pages or general web apps.

Hope-native local-first data analysis and Artifact reporting. Use for CSV/XLSX analysis, KPI readouts, metric diagnosis, product/business analysis, data-quality review, dashboards, charts, analytical reports, 数据分析, 指标诊断, 数据质量, 分析报告, or when the user wants a shareable offline HTML/ZIP/Markdown/PDF result. Produces the versioned AnalysisArtifactV1 contract and registers it with the artifact tool; never guesses missing data or requires public web deployment.

Clear conversation context while preserving knowledge via context marker. Use when user says "clear context", "start fresh", "done with this task", or when approaching token limits.

Render a one-screen intent brief (Goal/Scope/Approach/Limits/Verify/Won't-do/Contradiction) before implementing ambiguous task-shaped prompts, triggered by the prompt_brief op (UserPromptSubmit via hooks/nav_dispatch.py). Confirms scope with max 2 open questions before touching files; detects brief drift mid-task.

Generate frontend component tests (React Testing Library, Vue Test Utils, snapshot) for existing components. Auto-invoke when user says "test this component", "write component test", or "add component test".

Create React/Vue component with TypeScript, tests, and styles. Auto-invoke when user says "create component", "add component", "new component", or "build component".

Generate backend tests (unit, integration, mocks) for existing code. Auto-invoke when user says "write test for", "add test", "test this", or "create test".

Create REST/GraphQL API endpoint with validation, error handling, and tests. Auto-invoke when user says "add endpoint", "create API", "new route", or "add route".

Drive an Android phone (running WakeHermesClaw for Android) through its opt-in Mobile Bridge HTTP API. Use whenever Hermes needs to list installed apps, read the clipboard, fetch device info, or otherwise reach Android capabilities the user has explicitly enabled.

Quantum-resistant, self-learning version control for AI agents with ReasoningBank intelligence and multi-agent coordination

面向中国本科生的毕业论文全流程写作辅助系统。支持从选题到交稿的端到端工作流，包含降重优化、AIGC 降低和本地检测功能。用户说「帮我写论文」或「帮我降重」等时触发。