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Updated 3d ago

by affaan-m

ECC

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

  • Trending — Among the 20 fastest-rising repositories with 25+ new stars
  • Active — Updated in the last 14 days
  • Multi-agent — Targets three or more agents
Works with
  • Claude
  • Codex
  • Cursor
  • OpenCode
View on GitHub (opens in a new tab)

298k GitHub stars (297,880)

+23.6k in 30 days

Stars gained per day · daily snapshots since Sep 30
Stars gained per day, Sep 30 to Nov 6: +27,804 in total; the busiest day was Oct 17 with +1,822 stars.Oct 1: +142 starsOct 2: +502 starsOct 3: +634 starsOct 4: +906 starsOct 5: +723 starsOct 6: +680 starsOct 7: +647 starsOct 8: +634 starsOct 9: +462 starsOct 10: +581 starsOct 11: +557 starsOct 12: +699 starsOct 13: +677 starsOct 14: +696 starsOct 15: +877 starsOct 16: +914 starsOct 17: +1,822 starsOct 18: +294 starsOct 19: +777 starsOct 20: +856 starsOct 21: +1,113 starsOct 22: +470 starsOct 23: +810 starsOct 24: +795 starsOct 25: +763 starsOct 26: +770 starsOct 27: +980 starsOct 28: +1,047 starsOct 29: +875 starsOct 30: +1,347 starsOct 31: +296 starsNov 1: +653 starsNov 2: +669 starsNov 3: +933 starsNov 4: +892 starsNov 5: +693 starsNov 6: +618 stars
Stars gained between daily snapshots
PeriodNew stars
Oct 1+142
Oct 2+502
Oct 3+634
Oct 4+906
Oct 5+723
Oct 6+680
Oct 7+647
Oct 8+634
Oct 9+462
Oct 10+581
Oct 11+557
Oct 12+699
Oct 13+677
Oct 14+696
Oct 15+877
Oct 16+914
Oct 17+1,822
Oct 18+294
Oct 19+777
Oct 20+856
Oct 21+1,113
Oct 22+470
Oct 23+810
Oct 24+795
Oct 25+763
Oct 26+770
Oct 27+980
Oct 28+1,047
Oct 29+875
Oct 30+1,347
Oct 31+296
Nov 1+653
Nov 2+669
Nov 3+933
Nov 4+892
Nov 5+693
Nov 6+618
  • 30 skills (30 skills found in its SKILL.md files)
  • 44k forks (44,047 forks)
  • 3d ago last update (Last updated 3d ago)

Install

Skills CLI

npx skills add affaan-m/ECC

Asks which skills and agents to install. Just one: npx skills add affaan-m/ECC --skill accessibility — add -g for every project.

Claude Code

git clone https://github.com/affaan-m/ECCcp -r "ECC/skills/accessibility" ~/.claude/skills/

Copies the accessibility skill into ~/.claude/skills/ for every project (use .claude/skills/ for one project). Repeat for the other skills listed below.

Plugin

/plugin marketplace add affaan-m/ECC

Run inside Claude Code if the repository ships a plugin marketplace, then pick plugins from /plugin.

Skills can run code on your machine — read the SKILL.md first.

What it does

In the author's own words, from each skill's SKILL.md — showing the first 30 of 1068 files.

  • accessibility

    Design, implement, and audit accessible UI to WCAG 2.2 Level AA across Web, iOS, and Android — semantic ARIA roles and labels, accessibility traits and hints, focus management, contrast, target size, and screen-reader support. Use when building or auditing UI for accessibility compliance, keyboard navigation, or screen-reader support.

    skills/accessibility/SKILL.md on GitHub (opens in a new tab)
  • agent-architecture-audit

    Full-stack diagnostic for agent and LLM applications. Audits the 12-layer agent stack for wrapper regression, memory pollution, tool discipline failures, hidden repair loops, and rendering corruption. Produces severity-ranked findings with code-first fixes. Essential for developers building agent applications, autonomous loops, or any LLM-powered feature. Use when an agent or LLM feature misbehav…

    skills/agent-architecture-audit/SKILL.md on GitHub (opens in a new tab)
  • agent-eval

    Head-to-head comparison of coding agents (Claude Code, Aider, Codex, etc.) on custom tasks with pass rate, cost, time, and consistency metrics. Use when choosing between coding agents, or when a change to an agent setup needs measured pass rate, cost, and time rather than an impression.

    skills/agent-eval/SKILL.md on GitHub (opens in a new tab)
  • agent-harness-construction

    Design and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates. Use when defining or revising an agent's tool set, action space, or observation format.

    skills/agent-harness-construction/SKILL.md on GitHub (opens in a new tab)
  • agent-introspection-debugging

    Structured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports. Use when an agent run fails and you need a reproducible diagnosis instead of a retry.

    skills/agent-introspection-debugging/SKILL.md on GitHub (opens in a new tab)
  • agent-payment-x402

    Add x402 payment execution to AI agents with per-task budgets, spending controls, and non-custodial wallets. Supports Base through agentwallet-sdk, X Layer through OKX Payments / OKX Agent Payments Protocol, and Solana plus multi-network EVM through the upstream x402 packages with facilitator-based settlement. Use when an agent must pay for something itself and needs per-task budgets, spending co…

    skills/agent-payment-x402/SKILL.md on GitHub (opens in a new tab)
  • agent-runtime-gateway-smoke-test

    Verify a local agent API, temporary gateway tunnel, and remote sandbox callback with a tool-free task, then restore the original app connection.

    skills/agent-runtime-gateway-smoke-test/SKILL.md on GitHub (opens in a new tab)
  • agent-security-hardening

    Security hardening guidance for AI agent frameworks that process untrusted content, invoke tools, write workspace files, manage runtime identifiers, or handle credentials. Use when building or reviewing an agent runtime, autonomous worker, tool gateway, memory service, or multi-tenant agent deployment. Do not use for general web application security or offensive testing.

    skills/agent-security-hardening/SKILL.md on GitHub (opens in a new tab)
  • agent-self-evaluation

    Use after completing any non-trivial task. The agent self-rates its output on 5 axes — accuracy, completeness, clarity, actionability, conciseness — with concrete evidence per criterion. Produces a structured 1-5 scorecard with specific improvement suggestions.

    skills/agent-self-evaluation/SKILL.md on GitHub (opens in a new tab)
  • agent-sort

    Build an evidence-backed ECC install plan for a specific repo by sorting skills, commands, rules, hooks, and extras into DAILY vs LIBRARY buckets using parallel repo-aware review passes. Use when ECC should be trimmed to what a project actually needs instead of loading the full bundle.

    skills/agent-sort/SKILL.md on GitHub (opens in a new tab)
  • agentic-engineering

    Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing. Use when planning or executing engineering work that agents will carry out end to end.

    skills/agentic-engineering/SKILL.md on GitHub (opens in a new tab)
  • agentic-os

    Build persistent multi-agent operating systems on Claude Code. Covers kernel architecture, specialist agents, slash commands, file-based memory, scheduled automation, and state management without external databases. Use when building a persistent multi-agent system on Claude Code with its own memory, commands, and scheduling.

    skills/agentic-os/SKILL.md on GitHub (opens in a new tab)
  • ai-first-engineering

    Engineering operating model for teams where AI agents generate a large share of implementation output. Use when setting team process, review gates, or ownership rules for a codebase largely written by agents.

    skills/ai-first-engineering/SKILL.md on GitHub (opens in a new tab)
  • ai-regression-testing

    Regression testing strategies for AI-assisted development. Sandbox-mode API testing without database dependencies, automated bug-check workflows, and patterns to catch AI blind spots where the same model writes and reviews code. Use when adding regression coverage to AI-assisted code, or when the same model both wrote and reviewed a change.

    skills/ai-regression-testing/SKILL.md on GitHub (opens in a new tab)
  • android-clean-architecture

    Clean Architecture patterns for Android and Kotlin Multiplatform projects — module structure, dependency rules, UseCases, Repositories, and data layer patterns. Use when structuring modules, layers, or data flow in an Android or KMP project.

    skills/android-clean-architecture/SKILL.md on GitHub (opens in a new tab)
  • angular-developer

    Generates Angular code and provides architectural guidance. Trigger when creating projects, components, or services, or for best practices on reactivity (signals, linkedSignal, resource), forms, dependency injection, routing, SSR, accessibility (ARIA), animations, styling (component styles, Tailwind CSS), testing, or CLI tooling.

    skills/angular-developer/SKILL.md on GitHub (opens in a new tab)
  • api-connector-builder

    Build a new API connector or provider by matching the target repo's existing integration pattern exactly. Use when adding one more integration without inventing a second architecture.

    skills/api-connector-builder/SKILL.md on GitHub (opens in a new tab)
  • api-design

    REST API design patterns including resource naming, status codes, pagination, filtering, error responses, versioning, and rate limiting for production APIs. Use when designing or reviewing REST endpoints, resource names, status codes, pagination, or versioning.

    skills/api-design/SKILL.md on GitHub (opens in a new tab)
  • architecture-decision-records

    Capture architectural decisions as numbered ADR markdown files in docs/adr/ with context, alternatives considered, consequences, and an index README. Use when the user says 'record this decision' or 'ADR this', chooses between frameworks or databases, discusses trade-offs, or asks why the codebase is shaped this way.

    skills/architecture-decision-records/SKILL.md on GitHub (opens in a new tab)
  • article-writing

    Write articles, guides, blog posts, tutorials, newsletter issues, and other long-form content in a distinctive voice derived from supplied examples or brand guidance. Use when the user wants polished written content longer than a paragraph, especially when voice consistency, structure, and credibility matter.

    skills/article-writing/SKILL.md on GitHub (opens in a new tab)
  • automation-audit-ops

    Evidence-first automation inventory and overlap audit workflow for ECC. Use when the user wants to know which jobs, hooks, connectors, MCP servers, or wrappers are live, broken, redundant, or missing before fixing anything.

    skills/automation-audit-ops/SKILL.md on GitHub (opens in a new tab)
  • autonomous-agent-harness

    Transform Claude Code into a fully autonomous agent system with persistent memory, scheduled operations, computer use, and task queuing. Replaces standalone agent frameworks (Hermes, AutoGPT) by leveraging Claude Code's native crons, dispatch, MCP tools, and memory. Use when the user wants continuous autonomous operation, scheduled tasks, or a self-directing agent loop.

    skills/autonomous-agent-harness/SKILL.md on GitHub (opens in a new tab)
  • autonomous-loops

    Patterns and architectures for autonomous Claude Code loops — from simple sequential pipelines to RFC-driven multi-agent DAG systems. Retained for compatibility only: when new autonomous loop guidance is needed, use continuous-agent-loop instead.

    skills/autonomous-loops/SKILL.md on GitHub (opens in a new tab)
  • backend-patterns

    Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes. Use when building or reviewing Node.js, Express, or Next.js API routes and their data access.

    skills/backend-patterns/SKILL.md on GitHub (opens in a new tab)
  • benchmark-methodology

    Score a scoped competitor set into comparable profile cards: nine weighted dimensions (positioning, voice, visual craft, offer packaging, evidence, enterprise-readiness, thought leadership, pricing, client tension) with 1-5 evidence-anchored rubrics and a tension 2x2 plot. Use when benchmarking or scoring competitors, building a competitive comparison matrix, or grading rival positioning before a…

    skills/benchmark-methodology/SKILL.md on GitHub (opens in a new tab)
  • benchmark-optimization-loop

    Convert 'make it faster' requests into a bounded measured optimization loop — baseline first, generate one-hypothesis variants, benchmark each against a correctness gate, and promote the fastest safe variant with reproducible commands. Use when asked to speed something up, try many variants, run recursive optimization, benchmark latency/throughput/cost, or pick the best implementation by repeated…

    skills/benchmark-optimization-loop/SKILL.md on GitHub (opens in a new tab)
  • benchmark

    Measure performance baselines and detect regressions across browser Core Web Vitals (LCP, INP, CLS, page weight), API endpoint latency percentiles, and build/test feedback times, with before/after comparison stored in git-tracked .ecc/benchmarks JSON. Use when checking page speed, responding to 'it feels slow' reports, verifying launch performance targets, or comparing stack alternatives.

    skills/benchmark/SKILL.md on GitHub (opens in a new tab)
  • bengali-nlp

    Bengali (Bangla) text processing patterns including Unicode normalization, script detection, tokenization, conjunct handling, and Bangla-specific NLP best practices for AI applications.

    skills/bengali-nlp/SKILL.md on GitHub (opens in a new tab)
  • blender-motion-state-inspection

    Use this skill when inspecting Blender characters, rigs, poses, animation retargeting, ground contact, facing direction, or model-vs-motion alignment where screenshots alone are not enough.

    skills/blender-motion-state-inspection/SKILL.md on GitHub (opens in a new tab)
  • blueprint

    Turn a one-line objective into a step-by-step construction plan for multi-session, multi-agent engineering projects: one-PR-sized steps with self-contained context briefs, dependency graph with parallel-step detection, adversarial review gate, and plan mutation protocol. Use when planning a large feature, refactor, or roadmap that spans multiple PRs or sessions; not for single-PR tasks or when th…

    skills/blueprint/SKILL.md on GitHub (opens in a new tab)

Review before you install

A skill is a set of instructions and scripts your agent will follow, and it can run code on your machine. Read the SKILL.md and any scripts first — this listing is not a security review.