ECC is a toolkit that organizes and improves how coding agents work through skills, memory, security checks, research practices, and related extensions. It is for developers using agents such as Claude Code, Codex, OpenCode, and Cursor.
Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add affaan-m/ECC --skill react-patternsgit clone --depth 1 https://github.com/affaan-m/ECCWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/affaan-m/ecc/react-patterns)<a href="https://agentmods.dev/skills/affaan-m/ecc/react-patterns"><img src="https://agentmods.dev/badge/skills/affaan-m/ecc/react-patterns/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/affaan-m/ecc/react-patterns"><img src="https://agentmods.dev/badge/skills/affaan-m/ecc/react-patterns.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- Socket pass
- Snyk pass
- NVIDIA SkillSpector warn
SkillSpector: 1 finding, up to medium
These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →
- medium Agent Snooping · line 255 Skill enumerates or reads other installed skills. Access to other skills' SKILL.md files or the skills directory reveals prompt instructions, capabilities, and secrets that should be invisible to peer skills.Fix: Remove all code or instructions that list or read other skills' files or directories. Skills should operate independently; cross-skill access is a privilege escalation.
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00049 | $0.02753 |
| Opus 5.5 | $0.00020 | $0.01101 |
| Sonnet 5.5 | $0.00010 | $0.00551 |
| Haiku 4.5 | $0.00005 | $0.00275 |
Grade A, and why
react-patterns scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
Copies of this mod
3 near-identical copies found in the catalogue:
- react-patterns — 94% identical, 4 lines differ
- react-patterns — 92% identical, 5 lines differ
- react-patterns — 92% identical, 5 lines differ
How it starts
The opening of the file, as written. The whole thing — 344 lines — stays where its author put it; the contents beside it link to each section on GitHub.
React Patterns
Idiomatic React 18/19 patterns for building robust, accessible, performant component trees.
When to Activate
- Writing or modifying React function components, custom hooks, or component trees
- Reviewing JSX/TSX files
- Designing state shape or component composition
- Migrating class components or older
forwardRef/useEffect-heavy code - Choosing between local state, lifted state, context, and external stores
- Working with Server Components / Client Components (Next.js App Router, RSC)
- Implementing forms with React 19 actions or controlled inputs
- Wiring data fetching with TanStack Query / SWR / RSC
Core Principles
1. Render is a Pure Function of Props and State
// Good: derive during render
function Cart({ items }: { items: CartItem[] }) {
const total = items.reduce((sum, i) => sum + i.price * i.qty, 0);
return <span>{formatMoney(total)}</span>;
}
// Bad: derived state stored separately
function Cart({ items }: { items: CartItem[] }) {
const [total, setTotal] = useState(0);
useEffect(() => {
setTotal(items.reduce((sum, i) => sum + i.price * i.qty, 0));
}, [items]);
return <span>{formatMoney(total)}</span>;
}
Derived state in useEffect adds a render cycle, can desync, and obscures the data flow.
2. Side Effects Outside Render
Effects, mutations, network calls, and subscriptions live in event handlers or useEffect — never in the render body.
3. Composition Over Inheritance
React has no inheritance model for components. Compose with children, render props, or component props.
Hooks Discipline
See rules/react/hooks.md for the full ruleset. Highlights:
- Top-level only, never conditional
- Cleanup every subscription, interval, listener
- Functional updater (
setX(prev => prev + 1)) when new state depends on old - Default position: do not memoize — add
useMemo/useCallbackonly when a profiler or a dependency chain proves it matters - Extract a custom hook only when the same hook sequence appears in 2+ components
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 344 lines · 49 tokens per session scan A 86f91338c35d
react-patterns is a skill published in the GitHub repository affaan-m/ECC (284,130 stars, last pushed today), licensed MIT. It adds 49 tokens to every session and 2,753 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
Other skills, from other repositories
systematic-debugging
4-phase root cause debugging: understand bugs before fixing.
evaluating-llms-harness
Evaluates LLMs across 60+ academic benchmarks (MMLU, HumanEval, GSM8K, TruthfulQA, HellaSwag). Use when benchmarking model quality, comparing models, reporting academic results, or tracking training progress. Industry standard used by EleutherAI, HuggingFace, and major labs. Supports HuggingFace, vLLM, APIs.
test-driven-development
TDD: enforce RED-GREEN-REFACTOR, tests before code.
dogfood
Exploratory QA of web apps: find bugs, evidence, reports.
verify-and-stop
Prove existing work meets acceptance conditions without expanding scope. Use for validation-only tasks, completion checks, focused gate runs, and last-mile proof.
darwinian-evolver
Evolve prompts/regex/SQL/code with Imbue's evolution loop.