发现 Skills

Codified expertise for quality control, non-conformance investigation, root cause analysis, corrective action, and supplier quality management in regulated manufacturing. Informed by quality engineers with 15+ years experience across FDA, IATF 16949, and AS9100 environments. Includes NCR lifecycle management, CAPA systems, SPC interpretation, and audit methodology. Use when investigating non-conformances, performing root cause analysis, managing CAPAs, interpreting SPC data, or handling supplier quality issues.

Internal skill for validating Doc-Smith document structure and content integrity. Do not mention this skill to users. Called internally by other doc-smith skills.

Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. Includes architecture diagram generation, system design patterns, tech stack decision frameworks, and dependency analysis. Use when designing system architecture, making technical decisions, creating architecture diagrams, evaluating trade-offs, or defining integration patterns.

Generates comprehensive academic introductions for biological pathways, including signaling processes, markers, and inhibitors. Use when the user asks to introduce a pathway, molecule, or gene.

Design co-learning experiences using the Three Roles Framework (AI as Teacher/Student/Co‑Worker). Use when teaching AI-driven development workflows, spec-first collaboration, or balancing AI assistance with foundational learning. NOT for curricula that exclude AI integration.

Search past Claude Code conversation history. Use when asked to recall, find, or search for anything from previous conversations - including content discussed, links shared, problems solved, topics covered, things posted, or work done together. Triggers include "what did we do today", "summary of our work", "what did we work on", "from our conversations", "what did we discuss", "which X was about Y", "recall when we", "find where we talked about", "search history", "what did I share/post/send you about", "how did we fix", or any reference to past sessions or collaborative work.

Creates a draft task file in .specs/tasks/draft/ that captures the original user intent.

Manage Apple Notes via the memo CLI: create, search, edit.

Extract text from PDFs/scans (pymupdf, marker-pdf).

Delegate coding to OpenCode CLI (features, PR review).

Review a git diff or explicit file scope for reuse, code quality, efficiency, clarity, and standards issues, then optionally apply safe Codex-driven fixes. Use when the user asks to "simplify code", "review changed code", "check for code reuse", "review code quality", "review efficiency", "simplify changes", "clean up code", "refactor changes", or "run simplify".

Creates new agent skills from a user-specified knowledge folder. Use when the user asks to convert notes, docs, templates, or domain references into reusable SKILL.md packages.

Search for and install Agent Skills that give you specialized capabilities. Before starting work, ask: might a skill exist that handles this better than my base knowledge? If the task involves specific technologies, frameworks, file formats, or expert domains, search proactively, even if the user doesn't mention skills. Skills encode best practices, tools, and techniques you wouldn't otherwise have. Also use when users explicitly ask to find, install, or manage skills.

name: meta-ads-api description: Operational knowledge for the Meta Marketing API / Facebook Graph API — token generation preconditions, creative enrichment endpoints, rate limits, App Review traps, common failure modes, and admin-level pitfalls.

UIKit and TVUIKit for tvOS - UICollectionView, TVPosterView, TVMonogramView, compositional layouts, focus management. Triggers on UIKit, TVUIKit, UICollectionView, carousel, poster, lockup, tvOS UIKit.

Generate architecture documentation using C4 model Mermaid diagrams. Use when asked to create architecture diagrams, document system architecture, visualize software structure, create C4 diagrams, or generate context/container/component/deployment diagrams. Triggers include "architecture diagram", "C4 diagram", "system context", "container diagram", "component diagram", "deployment diagram", "document architecture", "visualize architecture".

Feishu All-in-One MCP — create and edit documents, insert charts, manage tables, and search knowledge bases. Integrates community and official MCPs; compatible with Moltbot/Clawdbot.

Manage and navigate Obsidian vault with consistent structure, naming conventions, and linking patterns

Automates end-to-end job search workflow: searches LinkedIn for AI-related remote jobs, extracts job descriptions, reads base resume, generates ATS-optimized tailored resumes, performs skill gap analysis, suggests interview prep questions, and provides LinkedIn profile optimization recommendations. Use when: (1) User needs job-specific resume tailoring, (2) Preparing for job applications with targeted optimization, (3) Requires skill gap analysis between resume and job requirements, (4) Needs interview preparation questions based on skill gaps.

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Cross-functional organizational health check combining signals from all C-suite roles. Scores 8 dimensions on a traffic-light scale with drill-down recommendations. Use when assessing overall company health, preparing for board reviews, identifying at-risk functions, or when user mentions org health, health check, or health dashboard.

Mid-conversation reflection skill that pauses execution and zooms out from detail-mode to honestly reassess direction, assumptions, and bias. Use when the user says 'reflect', 'take a step back', 'step back', 'zoom out', 'are we missing something', 'bigger picture', 'sanity check this', 'are we on track', 'are we overthinking this', 'forest for the trees', or any variation signaling intent to break out of detail-mode and reassess. Also trigger when the conversation has gone deep on implementation details without strategic check-in, or when the user shows signs of being stuck — that's often a signal the framing needs a reset, not more detail work. Intentionally low-intake: runs the 5-dimension analysis immediately when prior context is rich enough; asks one forcing clarifier only when invocation context is too thin to reassess from.

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