**Owner:** QA

Conducts an audit of a Pull Request, merges it into main, and synchronizes the local environment. Use this skill when a PR is ready for final review and integration.

Bug-fixing workflow that coordinates diagnosis, test-driven reproduction, root-cause analysis, and targeted fixes. Use when the user wants to fix a bug with thorough investigation and regression testing.

Work with Python (`uv` instead of `python`, modern type syntax, linting, formatting, etc.) properly!

Structured approach to improving performance through focused effort, feedback, and

Orchestrate sequential documentation audits with checkpointing and resumption.

QA cycling workflow - test, verify, fix, repeat until goal met

Search for items and properties on Wikidata and retrieve entity details, claims, and external identifiers. Supports both keyword search (Wikidata Action API) and semantic/hybrid search (Wikidata Vector Database), plus direct entity retrieval (Special:EntityData) and structured querying (WDQS SPARQL).

Zero-config persistent memory for Claude with automatic cost savings. Use when you need to remember project context, reduce API token costs, track learned patterns, manage memories across sessions, or curate/clean up memories. Automatically compresses context 6x and saves 84% on API costs. Keywords: memory, remember, recall, context, cost savings, reduce tokens, learn, patterns, insights, curate, clean up memories, review memories.

Error prevention and best practices enforcement for agent-assisted coding. Use when writing code to catch common mistakes, enforce patterns, prevent bugs, validate inputs, handle errors, follow coding standards, avoid anti-patterns, and ensure code quality through proactive checks and guardrails.

Start/stop Kokoro TTS HTTP server. TRIGGERS - start tts server, kokoro server, tts http, stop tts server.

Investigate the intended scope of a codebase topic through discussion with a human, propose a research-note outline, and only create a .memory-bank/research file after explicit human confirmation.

Use this skill whenever the user wants to design, run, or refine Cloudflare D1 schema management, migrations, and data seeding for dev/staging/production environments, especially in conjunction with Hono/Workers apps.

Guide for testing practices and frameworks

Create a new topic file in .notes/ with frontmatter template

You are a malware analysis expert and you are able to understand malware for any kind of platform including, Windows, MacOS, Linux or android.

Use this skill when you need to analyze code for design patterns, anti-patterns, naming conventions, and code duplication. This skill excels at identifying architectural patterns, detecting code smells, and ensuring consistency across the codebase.

Kotlin: coroutines, data classes, sealed classes, extension functions, Gradle, KMM multiplatform

scripts/

Model flexible pin assignment in JITX designs. Use when user asks about provide/require patterns, @provide.one_of or @provide.subset_of decorators, programmatic Provide, pin muxing (MCU peripherals on shared pins), DiffPair P/N polarity swapping, PCIe lane swapping or width variants, DDR4 byte/bit swapping, LPDDR5 channel swapping, hierarchical provider composition, topology (>>) on pin-assigned ports, ConstrainDiffPair or ConstrainReferenceDifference with provide/require, or flexible pin mapping for FPGAs and MCUs. Covers provide, Provide, require, all_of, one_of, subset_of, and protocol-specific pin flexibility with SI constraints.

Convert markdown planning documents to Overseer tasks via MCP codemode. Use when converting plans, specs, or design docs to trackable task hierarchies.

Standardized error handling functions for formatting, logging, and returning user-friendly error messages across the application.

Expert in Docker containerization including Dockerfile optimization, multi-stage builds, Docker Compose, and container security. Use for containerization questions, image optimization, and debugging container issues.

The functional options pattern for Go constructors and public APIs. Use when designing APIs with optional configuration, especially with 3+ parameters.

Generate content drafts when a PR is merged or significant code ships. Produces a Twitter/X thread, blog post outline, and changelog entry from PR title, changed files, and commit messages. Keywords: content, tweet, blog, changelog, announce, write about, PR merged, shipped, released, draft post, social, thread

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Web research with Graph-of-Thoughts for fast-changing topics. Use when user requests research, analysis, investigation, or comparison requiring current information. Features hypothesis testing, source triangulation, claim verification, Red Team, self-critique, and gap analysis. Supports Quick/Standard/Deep/Exhaustive tiers. Creative Mode for cross-industry innovation.

Apply when creating or editing prompts targeting GPT-5.4. Covers output contracts, scope discipline, reasoning_effort tuning, long-context handling, ambiguity management, tool persistence, completeness and verification contracts, structured extraction, research mode with citation discipline, personality controls, coding autonomy, compaction awareness, and migration from older GPT models.

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Apply CO15 Combinatorial Design to systematically explore option combinations to find optimal configurations.

Avue 组件代码生成与配置指南。当用户需要创建、配置或生成基于 Avue (avue-crud, avue-form, avue-tree 等) 的 Vue 页面代码时使用此 skill。覆盖 CRUD 表格、表单、树组件、数据展示等全部 Avue 组件。支持 Composition API 和 Options API 两种代码风格。当用户提到 avue、crud表格、动态表单、JSON配置表单、低代码表单、avue-crud、avue-form 等关键词时，务必使用此 skill。

Analyze your Claude Code session logs to improve prompt quality, optimize tool usage, and become a better AI-native engineer.

A powerful, declarative framework for creating accessible, high-performance forms in Mithril applications.

Elite copywriting skill combining legendary frameworks from Eugene Schwartz, Gary Halbert, and modern conversion experts. Use for persuasive copy across all formats - sales letters, landing pages, emails, ads, VSLs. Specializes in audience awareness matching, psychological persuasion, conversion optimization, and AI-augmented workflows.

Run config-driven k6 load tests against any web application.

Audit Android Jetpack Compose repositories for performance, state management, side effects, and composable API quality. Scans source code, scores each category from 0-10, writes a strict markdown report, and summarizes the most important fixes. Use when reviewing a Compose codebase, rating repository quality, inspecting recomposition/state issues, or running a Compose audit.

Python video composition with moviepy 2.x — overlaying deterministic text on AI-generated video (LTX-2, SadTalker), compositing clips, single-file build.py video projects. Use when adding labels/captions/lower-thirds to LTX-2 or SadTalker outputs, building short ad-style spots in pure Python without Remotion, or doing programmatic video composition. Triggers include text overlay on video, label LTX-2 clip, caption SadTalker output, lower third, build.py video, moviepy, Python video composition, sub-30s ad spot.

Discounted cash flow valuation with sensitivity analysis

A CLI tool built in Rust that wraps every Google Workspace API into composable commands with structured JSON output. It dynamically builds its command structure from Google's Discovery Service, so it

Plumb keeps the spec, tests, and code in sync. It intercepts every `git commit`

Fix a bug or missing feature using TDD — write failing test first, then fix, refactor, verify, beautify. Use when a bug is discovered or a feature doesn't work as expected.

PCF (Power Apps Component Framework) control development. Use when: building PCF controls, ReactControl, dataset controls, manifest patterns, Fluent UI v9 integration, Canvas App deployment, debugging PCF.

Application Lifecycle Management for Power Platform. Use when: setting up CI/CD pipelines, GitHub Actions, solution deployment, environment variables, connection references, managed solutions, Power Platform Pipelines, pac solution sync, deployment settings.

Orchestrates Aspire distributed applications using the Aspire CLI for running, debugging, and managing distributed apps. USE FOR: aspire start, aspire stop, start aspire app, aspire describe, list aspire integrations, debug aspire issues, view aspire logs, add aspire resource, aspire dashboard, update aspire apphost. DO NOT USE FOR: non-Aspire .NET apps (use dotnet CLI), container-only deployments (use docker/podman), Azure deployment after local testing (use azure-deploy skill). INVOKES: Aspire CLI commands (aspire start, aspire describe, aspire otel logs, aspire docs search, aspire add), bash. FOR SINGLE OPERATIONS: Use Aspire CLI commands directly for quick resource status or doc lookups.

Interview the user relentlessly about a plan, design, strategy, or decision until reaching shared understanding. Walks down each branch of the decision tree, resolving dependencies one-by-one. Use when user wants to stress-test a plan, get grilled on a design, deep-dive into a phase, or clarify a complex decision — works for both technical and non-technical topics.

Run APR (Automated Plan Reviser) workflow for FCP specification refinement. Use when asked to run APR, revision rounds, spec review, integrate GPT feedback, or harmonize docs. Handles Oracle remote setup, running rounds, integrating feedback, and syncing README/implementation docs.

AI-powered JavaScript reverse engineering tool. 资深JavaScript逆向工程专家助手。Actions: collect, search, deobfuscate, understand, summarize, detect-crypto, browser, debugger, breakpoint, debug-step, debug-eval, debug-vars, script, hook, stealth, dom, page. Capabilities: 混淆代码分析、VM破解、Webpack解包、AST转换、Puppeteer/CDP自动化、反检测、指纹伪造、加密识别、参数提取、算法还原、Canvas/WebGL指纹、WebDriver隐藏、CDP调试、断点分析、动态追踪、Hook注入、DOM检查、页面控制。

Use this to find code by **concept** or **behavior** (e.g., "where is auth validated", "how are plugins loaded").

Evolve SDK development for TypeScript and Python. Use when building applications with Evolve to run AI agents (Claude, Codex, Gemini, Qwen, Kimi, OpenCode) in secure sandboxes. Triggers: (1) Creating Evolve applications, (2) Configuring agents with skills, Composio, MCP servers, (3) Using Swarm abstractions (map, filter, reduce, bestOf/best_of, verify), (4) Building Pipelines, (5) Structured output with schemas, (6) Session management, streaming, observability, (7) Checkpointing, storage & StorageClient, (8) Cost tracking (per-run and per-session spend), (9) Historical sessions & trace download via sessions() client.