Run end-to-end agent simulations, review traces, and watch production regressions when reliability work spans pre-release testing and live monitoring.
Design and simulate a minimal CPU from scratch: define an instruction set architecture (ISA), build the datapath (ALU, register file, program counter, memory interface), design…
Use Toxiproxy when an agent needs to inject latency, disconnects, bandwidth limits, or packet-like failure modes into real service calls during development, CI, or incident…
Validate simulations across three stages — run pre-flight checks on configuration files (parameter ranges, required fields, disk space), monitor runtime logs for residual growth,…
Reference for SIP protocol flows, message sequences, error codes, and debugging patterns. Use when analyzing SIP signaling in SSE, MSE, WxCAS, or Mobius logs to understand…
Substrate-aware memory orchestration for Starlight Intelligence System. Coordinates a 7-subagent team that proactively manages memory writes, retrieval, knowledge-graph…
Инициализация сессии Кодо в проекте DSP-GPU. Читает CLAUDE.md / MASTER_INDEX / IN_PROGRESS / последнюю сессию, фиксирует правила работы (краткость, Python-скрипты для долгих…
Plan or restructure website hierarchy, navigation, URL patterns, breadcrumbs, and internal linking. Use when mapping pages, sections, and site structure, but not for XML sitemap…
First-run onboarding for Respira MCP connections. Verifies connectivity, discovers site architecture, maps all available MCP tools, and produces a site briefing so the AI…
Docusaurus build health validation and deployment safety for Claude Skills showcase. Pre-commit MDX validation (Liquid syntax, angle brackets, prop mismatches), pre-build link…
Use when operating production systems — defining and tracking SLIs/SLOs, tuning alerts, running on-call, leading incidents, writing postmortems, authoring runbooks, reducing toil,…
Bypass SiteGround caching (SG CachePress + LiteSpeed) for WordPress development. Adds cache-busting code to child themes for real-time development testing.
Build a GEO sitemap and page strategy from prompt execution data, citation exports, competitor pages, and a brand domain.
Resolves the active runtime tier and provides the canonical DISPATCH contract for all pipeline step execution.
Author, run, and operate skelm pipelines — typed TypeScript orchestrations for agentic and deterministic workflows with default-deny permissions.
Author, run, and operate skelm pipelines — typed TypeScript orchestrations for agentic and deterministic workflows with default-deny permissions.
Consolidated project stack skill with integration patterns — code-mode (analyzes manifests) or compose-mode (synthesizes from existing skills + architecture doc).
Improve architecture doc using verified skill data and VS feasibility findings. Use when the user requests to "refine skill architecture" or "improve architecture doc.
Cognitive completeness verification — quality gate before export. Use when the user requests to "test a skill" or "verify skill completeness.
Interacts with smart contracts via ABI encode/decode, read/write calls, deployment, proxy patterns, and multicall batching.
Model Context Protocol (MCP) server implementation patterns with Spring AI. Use when building MCP servers to extend AI capabilities with custom tools, resources, and prompt…
Instruction set for enabling and operating the Spring Cache abstraction in Spring Boot when implementing application-level caching for performance-sensitive workloads.
"You rewrote the description. Did it fire better — or do you just believe it did?" That belief is n=0 until you test it: invoke when validating a skill or prompt change, asking…
Subskill zur Marker Engine für strikt markerbasierte JSON-Annotationen mit Farbhervorhebung; enthält Overlapping-Span-Merging, Dark-Mode-Farben und eine In-Page-SIT-UI (ohne…
Create new skills, modify existing skills, and understand skill architecture. Use when users want to create a skill from scratch, learn YAML frontmatter standards, validate skill…
Create or refactor high-quality skills with lean frontmatter, progressive disclosure, and optional bundled helpers. Use when authoring reusable agent workflows.
Extraer y reimportar codigo VBA de archivos Excel .xlsm en Windows usando Python (pywin32/oletools) o VBScript.
Compress verbose SKILL.md files using Chain-of-Density with skill-aware formatting. Use when a skill exceeds 200 lines or needs terse refactoring.
Deep dual-model debugging of AI skills using reasoning model and fast synthesis model. Use when asked to debug a skill, find bugs in a skill, review a skill for issues, fix a…
Use when auditing optional Python dependencies for vendored Claude skill helper scripts, checking missing imports, deciding whether dependencies belong in MCP runtime, or…
Use when creating, updating, or syncing Codex skills for this repo, including installing skills into CODEX_HOME and using scripts/sync_skills.ps1 to symlink repo skills; also use…
Manus UI compatibility adapter for deploying skills through the gRPC-web API. Packages skills as zips, uploads/deletes/syncs per-project skill sets, and curates domain-relevant…
Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working — from…
Create and manage Claude Code skills with auto-activation, progressive disclosure, and memory patterns.
Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working — from…
Summarize a git diff into a senior-engineer PR description: intent, key changes grouped by surface (api/frontend/infra/docs), risks, and test coverage.
Design, test, review, and maintain agent skills for OpenClaw systems using multi-agent iterative refinement.
Use when designing, running, debugging, or hardening deterministic eval suites for agent skills, prompts, tool workflows, or MCP-backed cases.
Scan Codex session history for skill failures, usage patterns, and coverage gaps. Use when the user wants daily skill-health monitoring or evidence-backed recommendations about…
Use when the user reports an unexpected AWS cost spike, an alert from AWS Cost Anomaly Detection, or asks "why did my AWS bill go up".
Use when designing the deterministic health-tooling layer for a skill library, diagnosing why an existing library is decaying invisibly, deciding which categories of automated…
Capacité d'Amadeus (A0) à commander l'infrastructure via le 13ème Docteur. Activez cette compétence quand l'utilisateur demande une action sur le VPS, Docker ou n8n.
Skill library patterns from Voyager — executable code as skills, semantic retrieval, composition, failure-driven refinement.
Diagnoses and refactors existing SKILL.md files whose references or assets are ignored by agents. Applies Required Reading Routers, hard STOP directives, gist-tripwire trimming,…
Logs and scores skill usage quality, tracking output effectiveness, user satisfaction signals, and improvement opportunities.
Create, update, test, and manage Agent Skills. Use when creating new skills, debugging existing ones, or organizing skill libraries. Based on official Claude Code documentation.
Mine the Claude Code session log to find commands the user keeps typing by hand, then scaffold them into proper Claude skills under `.claude/skills//`.
Scans installed skills, suggests L0-L3 priority tiers, and auto-configures skill injection policy. Use when: setting up skill priorities, optimizing token budget, or migrating to…
Add a new test flow to the QA Playwright project: create tests and test-data folders for the flow, add inputs and optional builder, write specs from fixtures.
Internal ClaudeMap runtime for turning a repository into a live architecture map and driving that map during walkthroughs.
WHAT: Analyze skill reliability from Codex session evidence. WHEN: Use when skill failures, routing gaps, quality regressions, or keep-improve-merge-retire decisions need evidence.
Optimize agent skills for discoverability on ClawdHub/MoltHub. Use when improving search ranking, writing descriptions for semantic search, understanding how the registry indexes…
[METHODOLOGY] Design test scenarios for skills through user interview. Reads the target skill, interviews about scope and edge cases, saves scenario files for skill-testing to…
Evaluate a skill, draft the trust audit, and package the approved recommendation.
Use when creating, editing, auditing, or debugging skill names, descriptions, SKILL.md frontmatter, plugin skill metadata, discovery triggers, routing phrases, under-triggering,…
Internal skill that validates a new or modified AI DevStudio skill against project standards. Checks YAML frontmatter, token optimization section, line limit, and naming…
Execute robust HTTP/HTTPS requests (GET, POST, PUT, DELETE) with custom headers, JSON bodies, and query parameters.
Automate repetitive tasks efficiently using scripts, scheduled jobs, and workflows. Streamline builds, deployments, and manual processes with cron, Task Scheduler, or custom…
How WinDAGs constructs prompts for agent nodes. Encodes the hypertree structure, DSPy signature model, 4-section subagent pattern, discourse metadata, and memory-scored context…
Generate comprehensive Spanish README.md documentation for Svelte 5 projects with Mermaid diagrams. Use when art-vandeley detects a Svelte/SvelteKit codebase.