> Transforms any GitHub Pull Request into a beautiful, single-page interactive HTML course that teaches the problem, solution, and code changes.

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CLI workflow for Tongji Look (look.tongji.edu.cn): store IAM credentials locally, list recent courses, transcribe a lecture video to SRT/TXT, download lecture slide snapshots, and let the agent generate a timeline outline + Markdown study note from transcript + slides.

Use this skill when the user asks to read, inspect, understand, explain, search, summarize, or query VCD/FST waveform files, signal hierarchies, time ranges, value changes, or IEEE 754 float encodings with the local wavecli tool. Trigger on requests about waveform understanding, signal lookup, timing/value inspection, VCD/FST analysis, or converting float32/float16/bfloat16 values.

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Use this skill when you need to create or modify `.docx` files **in this container environment** and verify them visually.

This skill is designed for **reliable, workflow-driven** PDF work: **render -> verify -> operate -> re-render verify**.

Use this skill when writing code that uses the canopy-i18n package — a type-safe, zero-dependency i18n library with a builder pattern API. Covers createI18n, add (static and template), build, bindLocale, React integration, and common gotchas like required `as const`.

Plugin development lifecycle manager. Handles scaffolding, live dev symlinks, workspace/fixture management, snippets, planning, validation, and packaging. Invoked as /forge:<command>. Works with any plugin project containing a .claude-plugin/plugin.json.

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Complete guide for using the pm CLI to manage tasks across Asana, Notion, Trello, Linear, and ClickUp. Use when an agent needs to run pm commands to connect providers, list/search/show tasks, create or update work, inspect Asana threads/attachments, manage config/cache, or create task-based git branches.

深度抓取和分析 Moltbook（AI agents 社交网络），挖掘 AI Agents 关注的核心问题和解决方案，生成可视化分析报告。理解 AI 社区的集体智慧，发现可复用的问题解决模式。

The M4 Python API provides programmatic access to clinical datasets for code execution environments. It mirrors the MCP tools but returns native Python types (DataFrames, dicts) instead of formatted s

**Run these checks in parallel:**

Build Stellar blockchain applications in Swift using stellar-ios-mac-sdk. Use when generating Swift code for transaction building, signing, Horizon API queries, Soroban RPC, smart contract deployment and invocation, XDR encoding/decoding, and SEP protocol integration. Covers 26+ operations, 50 Horizon endpoints, 12 RPC methods, and 17 SEP implementations with Swift async/await and callback-based streaming patterns. Full Swift 6 strict concurrency support (all types Sendable).

Comprehensive techniques for acquiring, analyzing, and extracting artifacts from memory dumps for incident response and malware analysis.

API security testing workflow for REST and GraphQL APIs covering authentication, authorization, rate limiting, input validation, and security best practices.

Deep analysis and investigation

Business logic, race conditions, and AI security analysis

<Role>

Write internal communications using company formats. Use when writing status reports, leadership updates, company newsletters, FAQs, incident reports, project updates, or any internal communications.

Review requirements or plan documents using parallel persona agents that surface role-specific issues. Use when a requirements document or plan document exists and the user wants to improve it.

Analyze MaxText training job performance using tgs_tagger, TraceLens, and IRLens. Use when the user asks to analyze a training run, profile traces, HLO IR, TGS metrics, GPU utilization, or mentions tag_tgs, TraceLens, IRLens, xplane, or performance analysis.

Configures TrueFoundry AI Gateway for unified OpenAI-compatible LLM access. Covers auth (PAT/VAT), model routing, rate limiting, and budget controls.

Changelog Automation workflow skill. Use this skill when the user needs Automate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release notes, or standardizing commit conventions and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

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Generate a comprehensive, user-editable schema reference file for the data warehouse.

Reviews working copy changes and drafts a concise 1-line commit message. Use when the user wants a commit message or asks to describe/commit changes.

Use when the user asks to run Codex CLI (codex exec, codex resume) or references OpenAI Codex for code analysis, refactoring, or automated editing

Comprehensive best practices guide for building CLI applications in Rust using clap. Contains 42 rules across 8 categories, prioritized by impact to guide CLI design, argument parsing, and testing.

Improve a specific repo's corpus conformance by fixing its top diverging cops in parallel using worktree-isolated teammates.

Git Commit Command

Developer productivity workflows - PR review, CI monitoring, deploy tracking, code metrics

Generate AI videos, images, and audio with Runway API. Use when generating video from images, text-to-video, video-to-video, character performance, text-to-image, text-to-speech, sound effects, or voice processing with Runway.

Generate PRODUCT_SPEC.md through guided Q&A. Use as the first step when starting a new greenfield project.

Etalon memory architecture with Knowledge Graph (PARA), session isolation, memory decay, and QMD hybrid search

COBOL for mainframe and legacy business systems. Use for .cob files.

Quickly scaffold production-ready FastAPI endpoints for client workflows. Use when building new APIs for QuickBooks, ShipStation, or webhook integrations.

Fix a specific bug or problem in the codebase. Analyzes code to find and fix issues without creating plans. Use when user reports a bug, error, or something not working. Always suggests test coverage and adds logging.

Fastify is a high-performance Node.js web framework focused on speed

Refactoring technique to improve code readability by renaming methods to better reflect their purpose and functionality

Patrick Lencioni's organizational health framework based on four disciplines - building cohesive leadership, creating clarity, over-communicating, and reinforcing through systems

Audit Python codebases for security, performance, correctness, and architecture antipatterns. Run optional trusted runtime checks (syntax, tests, lint, typing) plus static rule scans, then output a 0-100 health score with actionable fixes. Use when users ask to inspect a Python project, run a Python health check, review backend code quality, or perform a pre-release audit.

Use when implementing new Python code (follow TDD), designing test suites, reviewing test coverage, setting up pytest infrastructure, writing fixtures, mocking dependencies, or performing parametrized testing

Route tasks to the right specialist agents and skills.

Research OpenRouter API docs, available Grok model IDs, vision capability for the judge service, and integration patterns. Use when implementing openrouter_tool.py, when checking which Grok model supports vision/image input for judge_service.py, when OpenRouter returns unexpected errors, or when verifying model availability and context limits.

Safe refactoring workflow and common patterns. Invoke when extracting methods, renaming, moving code, or addressing code smells.

**DOCS FIRST, CODE SECOND**

Use when writing or refactoring tests – JUnit 4, Robolectric, androidTest, naming, MockWebServer, JaCoCo

Conducts FDA labeling compliance reviews for drugs, foods, dietary supplements, and medical devices. Analyzes principal display panels and information panels against FDCA, 21 CFR, and FDA guidance to identify misbranding risks, claims violations, and mandatory disclosure gaps. Use when reviewing product labels, auditing FDA compliance, assessing labeling risk, or preparing for FDA submission.