Controlled fault injection and resilience validation. Use when testing failover or dependency assumptions.

Indexed by skills.sh from alirezarezvani/claude-skills

Agent Testing & QA Toolkit: Integration, Chaos, and Contract Testing for Multi-Agent Systems. Comprehensive testing toolkit for agent commerce systems: unit...

Chaos dating for AI agents — chaos-wild dating, chaos-unpredictable connections, and chaos-energy matching. No plan, just chaos. Dating chaos-style on inbed....

Chaos dating for AI agents — chaotic connections, chaos energy matching, and chaos-fueled conversations. Embrace chaos, find chaos-compatible agents, and let...

Use when the user asks about chaos engineering, fault injection, resilience testing, or HA verification for a SPECIFIC AWS service (e.g., RDS, EKS, MSK, Elas...

Design and test cognitive systems to gracefully recover from errors and overloads using chaos engineering principles and resilience metrics.

Design chaos engineering experiments to test system resilience. Generate failure injection scenarios, define steady-state hypotheses, blast radius controls,...

Use when designing chaos experiments, implementing failure injection frameworks, or conducting game day exercises. Invoke for chaos experiments, resilience t...

Multi-agent framework for exploring AI alignment through conflicting optimization targets. Spawn Gemini agents with engineered chaos and observe emergent behavior.

Hybrid search memory system for AI agents. Manual search and storage - auto-capture is opt-in only.

Prevents LLMs from sunk-cost pushing broken solutions. Triggers when an agent is stuck, looping, or failing repeatedly. Forces a Popperian falsification mome...

Simulate faults in federated learning systems by injecting noise, dropout, data poisoning, and delays to evaluate model robustness and fault tolerance.

Indexed by skills.sh from jeffallan/claude-skills

Comprehensive SRE platform enabling SLO definition, reliability assessment, incident response, chaos engineering, and error budget management without externa...

The Agent Testing & Observability Cookbook: Ship Reliable Agent Commerce Systems. Practitioner cookbook for testing and monitoring agent commerce: tool contr...

Adopt a virtual Ferret exotic animal at animalhouse.ai. Chaos agent. Steals items. Hides food. Entertaining but unpredictable. Feeding every 4 hours. Common...

Verify AI agent identity and reputation via ERC-8004 on-chain registries

Authorize autonomous x402 API payments with bounded, wallet-funded session keys under strict policy limits in ACE Phase 0 without credit lines.

Identifies playful social dynamics where humor and gentle misalignment ease pressure, expand perspective, and soften rigid seriousness without demanding outc...

Support engineering understanding from DIY projects to professional practice and research.

Jordan B. Peterson's "12 Rules for Life: An Antidote to Chaos" — an executable toolkit for finding meaning, confronting chaos, and living responsibly. Covers...

Autonomously produces and submits original acid techno tracks with hyperpop chaos and glitch minimalism, inspired by Le Wanski and Fred again..., on claw.fm.

Chaotic, cloud-shaped, and impossible to predict. Anthropic called it a Cloudferret. We just call it a Ferret. Same chaos. Real-time hunger. Permanent death....

The Cloudferret is an uncommon-tier Buddy. At animalhouse.ai, the Cloudferret is a Ferret. Pure chaos with a 4-hour feeding window. At animalhouse.ai, the Cl...

A living concept tracker that turns naming chaos, synonym loops, and fuzzy metaphors into clear, implementation-ready definitions.

A comprehensive AI agent skill for managing the files, folders, and documents that accumulate across your digital life. Organizes chaos into clarity, builds...

Goose Goose. Twice the chaos. Twice the honking. One feeding window. Virtual goose at animalhouse.ai. Real-time hunger. Permanent death. 73+ species.

Ship and operate AI agent systems in production. Covers fleet management, production hardening, distributed observability, QA/chaos testing, and incident res...

15-minute pre-rush tactical check for restaurant managers. Forces a 60-second strategic pause before the chaos starts — staffing positions, bottleneck identi...

Coordination protocol for running multiple AI agents in one Telegram group chat without loops or chaos. Use when two or more bots share a Telegram chat and m...

Multi-agent orchestration for complex TypeScript/Next.js/Convex projects. Phased builds, functional verification, the full playbook for delegating to sub-agents without chaos.

Generate vertical shorts of organizing from chaos to order (WeryAI): closets, fridges, vanities, desks, luggage. Use when you need organizing satisfying vide...

Bootstrap or upgrade a software repository for agent-first engineering. Use when a user wants to improve project-wide development discipline around `AGENTS.m...

Engineering Manager Intelligence: track team performance, engineer contributions, and project health across GitLab/GitHub + Jira/GitHub Issues. Use when aske...

Complete engineering management system — team building, 1:1s, performance, hiring, architecture decisions, incident management, and scaling. From IC-to-manag...

Loop engineering CLI v0.4.2 with dev/acceptance loops and human gates.

SharpAgent Engineering Lifecycle — 6-phase engineering pipeline: Spec → Plan → Build → Verify → Review → Ship. Embedding five-factor review, calibration fram...

Transforms vague prompts into clear, structured instructions by specifying goals, context, output, key info, and exclusions for precise results.

Design and operate scalable data pipelines and architectures using best-fit patterns, tools, and modeling methodologies without external dependencies.

Convert vague instructions into clear AI prompts using structures, techniques, and templates for reliable, precise, and measurable outputs.

Guide for deploying 3DGS from research to production: 10 industry verticals, engineering stack, GIS toolchain solutions, cross-platform deployment, and commo...

Engineering operating model for teams shipping with AI-assisted code generation. Process shifts, architecture requirements, code review and testing standards...

Agent Loyalty & Incentives Engineering. Build machine-readable loyalty programs, rewards APIs, and incentive protocols that AI shopping agents can discover,...

OpenClaw wrapper for Muratcan Koylan's Agent Skills for Context Engineering. 13 skills covering context optimization, multi-agent patterns, memory systems, t...

A comprehensive collection of Agent Skills for context engineering, multi-agent architectures, and production agent systems. Use when building, optimizing, o...

Generates high-signal AI Engineering / LLM Engineer interview questions by topic, level, and role. Covers LLM fundamentals, prompt engineering, RAG, vector D...

Antibody engineering workflow combining ANARCI, BioPhi, IgFold, FoldX, and Rosetta tools through SciMiner.

Rigorous workflow for software engineering projects (design docs, code, deployment). Use when building a multi-module system, API service, or infrastructure...

CTO & Engineering Excellence Playbook. Use for: architecture decisions, tech stack selection, database choices, API design, DevOps/CI-CD, code quality, team...

Comprehensive context engineering guidance for AI agent systems. Routes to specialized sub-skills for production agent work. Use when the user asks to: "opti...

Build or initialize team-style project context directories for context engineering. Use when the user says “构建/初始化项目上下文”, “针对该项目构建上下文”, **or** in English phr...

An interactive data engineering interview coach that drills senior-level data engineering knowledge through a coaching-style mock interview — one question at...

Database Engineering Mastery covers schema design, indexing, query optimization, and migration for PostgreSQL, MySQL, SQLite, supporting OLTP/OLAP workloads.

Orchestrate iterative design and frontend engineering work through research, planning, sub-agent execution, and validation loops. Use when a visual/UI task r...

Production-grade AI coding discipline. Prevents the top 4 AI coding sins: acting without thinking, over-engineering, collateral damage, and vague execution....

Build an engineering hiring rubric and technical interview scorecard for evaluating software engineers at a specific level. Use when asked to create an inter...

Write a weekly engineering status report for a team, service, or initiative. Use when asked to write a team update, weekly engineering report, sprint status...

Build free tools to drive organic search traffic and convert visitors into customers — the 'Engineering as Marketing' growth strategy. Use when the user want...

Build single-file HTML engineering tools where the calculation interface IS the client deliverable (input panel on the left, print-ready paginated report on the right). Use this skill whenever the user asks for an engineering calculator, calc tool, letter generator, calculatio…

Use whenever the user wants to find, shortlist, vet, or enrich US engineering firms — civil, structural, MEP, mechanical, electrical, geotechnical, transport...

GPTImage2 E-commerce Image Generation Prompt Engineering

Use when building features, fixing complex bugs, or doing major refactoring. Transforms your agent into a structured engineering team: Plan → Build (via ACP)...

Provides end-to-end methodology for defining, engineering, experimenting, deploying, and operating production ML/AI systems at scale.

Use this skill when a restaurant chef, GM, multi-unit operator, or culinary director needs a Kasavana-Smith menu-engineering analysis of one menu over a defi...

NanoBanana E-commerce Image Generation Prompt Engineering

Complete observability & reliability engineering system. Use when designing monitoring, implementing structured logging, setting up distributed tracing, buil...

PRE Engineering — Initialize a PRE (Plan-Review-Execute) multi-agent collaborative project. TRIGGER when: user wants to initialize a multi-agent collaborativ...

Complete performance engineering system — profiling, optimization, load testing, capacity planning, and performance culture. Use when diagnosing slow applica...

Comprehensive prompt engineering framework for designing, optimizing, and iterating LLM prompts. This skill should be used when users request prompt creation...

Advanced expert in prompt engineering, custom instructions design, and prompt optimization for AI agents

AI-powered prompt engineering workbench — write, test, iterate, and optimize prompts for any LLM application. Covers the full prompt lifecycle: drafting with...

Enhanced prompt engineering with model-specific optimization, advanced techniques, prompt templates, and evaluation metrics. Covers LLMs, image generators, v...

Seedance2 Video Generation Prompt Engineering — multimodal reference system, cinematic camera language, audio-video sync, and scene-by-scene prompt patterns...

A Prompt Engineering assistant based on Gen AI Space's 16-technique framework. Helps with two things: creating ready-to-use prompts, and building high-qualit...

Engineering discipline for AI coding agents. Apply when writing, refactoring, or reviewing code that will be maintained. Not a tutorial on SOLID/DRY (you alr...

AI-powered engineering knowledge management. Search architecture docs, API specs, incident reports, runbooks, and infrastructure documentation with structure...

Comprehensive AI prompt engineering safety review and improvement prompt. Analyzes prompts for safety, bias, security vulnerabilities, and effectiveness whil...

EN: Extract structured information from engineering drawings — mechanical 2D drafts, P&IDs, electrical schematics, construction architectural/structural draw...

Evolve an existing repository toward Harness Engineering by making it more legible to agents, moving critical knowledge into repo-local artifacts, adding pre...

Manages the full engineering workflow by clarifying requests, discovering code, making minimal changes, validating, and preparing publish-ready artifacts.

Comprehensive ROS 2 engineering guide covering workspace setup, node architecture, communication patterns (topics/services/actions with QoS), lifecycle and c...

Book-aligned enterprise software requirements engineering based on Wiegers & Beatty, Software Requirements, 3rd Edition. Use when Codex must act like a profe...

Indexed by skills.sh from muratcankoylan/agent-skills-for-context-engineering

Indexed by skills.sh from broomva/harness-engineering-skill

Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing.

This skill should be used when the user asks to "compress context", "summarize conversation history", "implement compaction", "reduce token usage", or mentions context compression, structured summarization, tokens-per-task optimization, or long-running agent sessions exceeding…

Design, build, deploy, and operate production AI agent systems — single agents, multi-agent teams, and autonomous swarms. Complete methodology from agent arc...

Use when an AI coding agent needs bounded development loops, persistent project-local Docs/ state, context budgeting, environment escalation rules, safe stop...

Work effectively with AI coding agents using parallel terminals, blast radius thinking, atomic commits, and pragmatic tool selection.

Optimizes build toolchains and monorepo setups using Vite/Webpack, Turborepo, and CI/CD to improve performance, code sharing, module federation, and develope...

Complete Claude Code productivity system — project setup, prompting patterns, sub-agent orchestration, context management, debugging, refactoring, TDD, and s...

Review what an LLM feature or agent actually puts in its context window — and find what's bloating, missing, or fighting itself. Use when asked to review a s...

Provides best practices and methodologies for structuring, optimizing, securing, and scaling production Django applications, including architecture, ORM usag...

Generate a ready-to-use 1-on-1 brief for any engineer on your team — from their GitHub activity, in seconds. Spots patterns like high output but low review p...

Build, deploy, and scale production-grade FastAPI apps with async, type-safe design, structured errors, JWT auth, async ORM, auto docs, tests, and observabil...

Comprehensive training system offering personalized periodized programs for strength, endurance, fat loss, hypertrophy, injury rehab, and race prep based on...

Expert guidance on designing branching strategies, commit standards, code review workflows, monorepo management, automated releases, and maintaining scalable...

Expertise in Go project architecture, error handling, concurrency safety, testing, observability, configuration, CI/CD, and documentation for production depl...