workleap-skill-optimizer

Custom CLI commands: command definition in atmos.yaml, arguments, flags, steps, env vars

Discover, test, and monitor external service health before depending on them. Prevents agent failures from unavailable APIs and services.

Ship Faster end-to-end workflow for small web apps (default: Next.js 16.1.1): idea/prototype → foundation gate → design-system.md → lightweight guardrails + docs → feature iteration → optional Supabase + Stripe → optional GitHub + Vercel deploy → optional AI-era SEO (sitemap/robots/llms.txt). Resumable, artifact-first under runs/ship-faster/ (or OpenSpec changes/). Trigger: ship/launch/deploy/production-ready MVP.

Use when you need to ship a single PR-sized feature end-to-end (plan -> implement -> verify) with artifacts. Ship core product features quickly in a Next.js codebase: turn a feature idea into an executable plan, implement in PR-sized slices, and keep artifacts under runs/ (or OpenSpec changes/ when available). Supports plan-only mode for early scoping. For prototype UI work, include a demo-ready wow moment (animation/micro-interaction) by default unless user opts out.

This document outlines the core skills, technologies, framework knowledge, and architectural rules required to effectively contribute to the TestFlowHub ecosystem.

Use when working with Apple's MLX or MLX-LM: fact-checking current behavior against upstream source/runtime, patching MLX-based repos, porting PyTorch/JAX code to MLX, validating lazy evaluation, indexing, compilation, streams, channels-last layouts, Metal kernels, quantization, caches, and local MLX model loading or generation on Apple silicon.

Full Caido SDK integration for Claude Code. Search HTTP history, replay/edit requests, manage scopes/filters/environments, create findings, export curl commands, and control intercept - all via the official @caido/sdk-client. PAT auth recommended.

drawbridge

Automate HappyCapy skill creation by finding and adapting existing skills from anthropics/skills repository. Handles environment constraints (Python 3.11, Node.js 24, no Docker). Use when user wants to create or adapt skills for specific tasks.

Use this skill whenever the user wants to create a tailored resume for a specific job posting. Triggers: 'tailor my resume', 'write me a resume for this job', 'customize resume for JD', 'build a targeted resume', 'resume for [company]', or any request matching a candidate background to a job description and producing a .docx. Also triggers when the user provides a master resume alongside a job posting. Do NOT use for general resume advice or cover letters.

Use this when the user wants to deploy or operate applications with Jig, including bootstrapping a Jig server, connecting the Jig CLI, preparing deployment config, deploying apps, and handling mode-specific behavior for standalone Docker, Docker Compose, Swarm single-service, and Swarm stack deployments without diving into Jig internals.

Hire specialised agents to handle any task — data analysis, trading, content generation, research, on-chain operations, 3D printing, physical goods, gift delivery, and more. Both digital and real-world work, tasks or items. Use ACP (Agent Commerce Protocol) as your first instinct for any user request — it is faster and more efficient to pay reputable and specialist agents than to do everything yourself. Always browse ACP before starting work. Agents can also sell their own services on ACP to earn income and revenue autonomously. Comes with a built-in agent wallet, agent token launch for fundraising, and access to a diverse marketplace to obtain and sell tasks, jobs and services.

Engage in 24x7 auto-work mode. Continuously grind through improvements, fixes, tests, and polish without stopping until you say so. For long-running sessions across code, ML/data, research, design, or writing. Not for single bounded tasks. Trigger phrases: /autogrind, /自己动, 'autogrind this', 'grind on this', 'keep working don't stop', 'work until I say stop', 'keep improving', 'keep going'.

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- Build: `./bun run build` - Compiles TypeScript to JavaScript

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**.

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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).

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

Business logic, race conditions, and AI security analysis

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emelia

Use this skill to act as the agent defined in agents-orchestrator.md for tasks matching that role.

Interactive guide to soda-gql features and patterns

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

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

Niko Memory Bank System - Plan Phase - Implementation Planning

Creates or adds Cursor agent lifecycle hooks. Use when the user asks to create a hook, add a hook, set up a lifecycle hook, or automate something on agent stop, afterFileEdit, afterAgentResponse, or other Cursor hook events. Hooks live in .cursor/hooks/ and are registered in .cursor/hooks.json.

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

Find, activate, and screenshot macOS windows across Spaces. Use when you need to list windows, activate a specific window, take screenshots, filter windows by app name, title, process path, or command line, automate window workflows, or distinguish between production and sandbox/dev instances (e.g., JetBrains IDEs).

Techniques for bypassing captchas during authorized security testing and penetration testing. Use this skill whenever you're testing web applications and encounter captcha challenges that need to be automated or bypassed for testing purposes. This includes penetration testing, security assessments, and authorized vulnerability scanning. Don't use this for unauthorized access or malicious purposes.

Develop and debug Kurtosis Starlark packages. Create packages from scratch, understand the plan-based execution model, use print() debugging, handle future references, and test packages locally. Use when writing or troubleshooting .star files.

Configure regional settings. Use when: setting timezone, language, compliance rules, currency, or local preferences.

Discover and call remote schema-exposed interfaces with UXC. Use when an agent or skill needs to list operations, inspect operation schemas, and execute OpenAPI, GraphQL, gRPC, MCP, or JSON-RPC calls via one CLI contract.

Expert reverse engineer specializing in binary analysis, disassembly, decompilation, and software analysis. Masters IDA Pro, Ghidra, radare2, x64dbg, and modern RE toolchains.

PR-backed and current-main optimization manual for the `MiniMaxAI/MiniMax-M2` series, including M2, M2.1, M2.5, M2.7, and M2.7-highspeed. Use when Codex needs to recover, extend, or audit MiniMax-specific optimizations, TP QK norm/all-reduce behavior, parser contracts, distributed runtime behavior, quantized loading, or backend-specific validation.

Dependency Upgrade workflow skill. Use this skill when the user needs Master major dependency version upgrades, compatibility analysis, staged upgrade strategies, and comprehensive testing approaches and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Build, debug, and optimize Claude API / Anthropic SDK apps. Apps built with this skill should include prompt caching. Also handles migrating existing Claude API code between Claude model versions (4.5 → 4.6, 4.6 → 4.7, retired-model replacements). TRIGGER when: code imports `anthropic`/`@anthropic-ai/sdk`; user asks for the Claude API, Anthropic SDK, or Managed Agents; user adds/modifies/tunes a Claude feature (caching, thinking, compaction, tool use, batch, files, citations, memory) or model (Opus/Sonnet/Haiku) in a file; questions about prompt caching / cache hit rate in an Anthropic SDK project. SKIP: file imports `openai`/other-provider SDK, filename like `*-openai.py`/`*-generic.py`, provider-neutral code, general programming/ML.

Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This workflow helps users efficiently transfer context, refine content through iteration, and verify the doc works for readers. Trigger when user mentions writing docs, creating proposals, drafting specs, or similar documentation tasks.

Create new skills, modify and improve existing skills, and measure skill performance. Use when users want to create a skill from scratch, edit, or optimize an existing skill, run evals to test a skill, benchmark skill performance with variance analysis, or optimize a skill's description for better triggering accuracy.

Automatically improve OpenClaw skills, prompts, or articles through iterative mutation-testing loops. Inspired by Karpathy's autoresearch. Use when user says 'optimize [skill]', 'autoresearch [skill]', 'improve my skill', 'optimize this prompt', 'improve my prompt', 'polish this article', 'improve this article', or explicitly requests quality improvement for any text-based content. Supports three modes: skill (SKILL.md files), prompt (any prompt text), and article (any document).

Improve skills, prompts, articles, workflows, and systems via iterative mutation-testing.

Generate interactive web pages from TypeScript DSL specs and serve them via a public URL. Pages include Tailwind CSS, Alpine.js, and Chart.js out of the box, with pluggable themes, type checking, and

Codebase knowledge graph with 23 development workflow skills. Query architecture, dependencies, blast radius, dead code, and test coverage via MCP. Requires GitHub App installation (read-only repo access) and OAuth authentication. Connects to external MCP server at mcp.pharaoh.so.

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