API Design
REST API design patterns for Claude Code — resource naming, status codes, versioning, and OpenAPI spec generation.
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1. Native installer
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Do not guess an installer command or replace an existing version without reviewing the diff.
2. Complete package recommended
Download the ZIP when available. It includes SKILL.md plus the references, security notes and version metadata.
No complete ProSkills package is published for this listing yet.3. Prompt-only
Copy the prompt above when the agent can read the stable page or when you want to adopt the workflow without installing a skill.
Need only the instruction file?
Download SKILL.md only if your client requires a single file. The complete ZIP is safer for a full installation because it preserves the references and release context.
No path installs or executes anything by itself. Your agent still needs access to the project files. Before updating, compare the installed version and review the diff.
// RATINGS
Not yet listed on ClawHub or SkillsMP
// README
Language: English | 繁體中文
Everything Claude Code
50K+ stars | 6K+ forks | 30 contributors | 6 languages supported | Anthropic Hackathon Winner
🌐 Language / 语言 / 語言
The performance optimization system for AI agent harnesses. From an Anthropic hackathon winner.
Not just configs. A complete system: skills, instincts, memory optimization, continuous learning, security scanning, and research-first development. Production-ready agents, hooks, commands, rules, and MCP configurations evolved over 10+ months of intensive daily use building real products.
Works across Claude Code, Codex, Cowork, and other AI agent harnesses.
The Guides
This repo is the raw code only. The guides explain everything.
| Topic | What You'll Learn |
|---|---|
| Token Optimization | Model selection, system prompt slimming, background processes |
| Memory Persistence | Hooks that save/load context across sessions automatically |
| Continuous Learning | Auto-extract patterns from sessions into reusable skills |
| Verification Loops | Checkpoint vs continuous evals, grader types, pass@k metrics |
| Parallelization | Git worktrees, cascade method, when to scale instances |
| Subagent Orchestration | The context problem, iterative retrieval pattern |
What's New
v1.8.0 — Harness Performance System (Mar 2026)
- Harness-first release — ECC is now explicitly framed as an agent harness performance system, not just a config pack.
- Hook reliability overhaul — SessionStart root fallback, Stop-phase session summaries, and script-based hooks replacing fragile inline one-liners.
- Hook runtime controls —
ECC_HOOK_PROFILE=minimal|standard|strictandECC_DISABLED_HOOKS=...for runtime gating without editing hook files. - New harness commands —
/harness-audit,/loop-start,/loop-status,/quality-gate,/model-route. - NanoClaw v2 — model routing, skill hot-load, session branch/search/export/compact/metrics.
- Cross-harness parity — behavior tightened across Claude Code, Cursor, OpenCode, and Codex app/CLI.
- 997 internal tests passing — full suite green after hook/runtime refactor and compatibility updates.
v1.7.0 — Cross-Platform Expansion & Presentation Builder (Feb 2026)
- Codex app + CLI support — Direct
AGENTS.md-based Codex support, installer targeting, and Codex docs frontend-slidesskill — Zero-dependency HTML presentation builder with PPTX conversion guidance and strict viewport-fit rules- 5 new generic business/content skills —
article-writing,content-engine,market-research,investor-materials,investor-outreach - Broader tool coverage — Cursor, Codex, and OpenCode support tightened so the same repo ships cleanly across all major harnesses
- 992 internal tests — Expanded validation and regression coverage across plugin, hooks, skills, and packaging
v1.6.0 — Codex CLI, AgentShield & Marketplace (Feb 2026)
- Codex CLI support — New
/codex-setupcommand generatescodex.mdfor OpenAI Codex CLI compatibility - 7 new skills —
search-first,swift-actor-persistence,swift-protocol-di-testing,regex-vs-llm-structured-text,content-hash-cache-pattern,cost-aware-llm-pipeline,skill-stocktake - AgentShield integration —
/security-scanskill runs AgentShield directly from Claude Code; 1282 tests, 102 rules - GitHub Marketplace — ECC Tools GitHub App live at github.com/marketplace/ecc-tools with free/pro/enterprise tiers
- 30+ community PRs merged — Contributions from 30 contributors across 6 languages
- 978 internal tests — Expanded validation suite across agents, skills, commands, hooks, and rules
v1.4.1 — Bug Fix (Feb 2026)
- Fixed instinct import content loss —
parse_instinct_file()was silently dropping all content after frontmatter (Action, Evidence, Examples sections) during/instinct-import. Fixed by community contributor @ericcai0814 (#148, #161)
v1.4.0 — Multi-Language Rules, Installation Wizard & PM2 (Feb 2026)
- Interactive installation wizard — New
configure-eccskill provides guided setup with merge/overwrite detection - PM2 & multi-agent orchestration — 6 new commands (
/pm2,/multi-plan,/multi-execute,/multi-backend,/multi-frontend,/multi-workflow) for managing complex multi-service workflows - Multi-language rules architecture — Rules restructured from flat files into
common/+typescript/+python/+golang/directories. Install only the languages you need - Chinese (zh-CN) translations — Complete translation of all agents, commands, skills, and rules (80+ files)
- GitHub Sponsors support — Sponsor the project via GitHub Sponsors
- Enhanced CONTRIBUTING.md — Detailed PR templates for each contribution type
v1.3.0 — OpenCode Plugin Support (Feb 2026)
- Full OpenCode integration — 12 agents, 24 commands, 16 skills with hook support via OpenCode's plugin system (20+ event types)
- 3 native custom tools — run-tests, check-coverage, security-audit
- LLM documentation —
llms.txtfor comprehensive OpenCode docs
v1.2.0 — Unified Commands & Skills (Feb 2026)
- Python/Django support — Django patterns, security, TDD, and verification skills
- Java Spring Boot skills — Patterns, securi
// HOW IT'S BUILT
TECHNOLOGY STACK
This skill is built with Docker, Shell, GitHub Actions, Node.js. The repo includes a Node.js package, and includes automated tests.
KEY FILES