Jupyter Notebook
microsoft/ai-agents-for-beginners
Kullanıcı deneyler, keşifler veya öğreticiler için Jupyter not defterleri (.ipynb) oluşturmasını, iskeletini hazırlamasını veya düzenlemesini istediğinde kullanın; birlikte gelen şablonları tercih…
Claude Code oturumları için kapsamlı doğrulama sistemi. An agent skill from affaan-m/ECC.
$ npx skills add affaan-m/ECC --skill verification-loop -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install affaan-m/ECC verification-loop --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/affaan-m/ECC.git skills-src && mkdir -p .claude/skills && cp -r skills-src/docs/tr/skills/verification-loop .claude/skills/verification-loop && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "verification-loop" agent skill from https://github.com/affaan-m/ECC/tree/main/docs/tr/skills/verification-loop into .claude/skills/verification-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verification-loop", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/affaan-m/ECC/tree/main/docs/tr/skills/verification-loopType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add affaan-m/ECC --skill verification-loop -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install affaan-m/ECC verification-loop --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/affaan-m/ECC.git skills-src && mkdir -p .agents/skills && cp -r skills-src/docs/tr/skills/verification-loop .agents/skills/verification-loop && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "verification-loop" agent skill from https://github.com/affaan-m/ECC/tree/main/docs/tr/skills/verification-loop into .agents/skills/verification-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verification-loop", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add affaan-m/ECC --skill verification-loop -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install affaan-m/ECC verification-loop --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/affaan-m/ECC.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/docs/tr/skills/verification-loop .cursor/skills/verification-loop && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "verification-loop" agent skill from https://github.com/affaan-m/ECC/tree/main/docs/tr/skills/verification-loop into .cursor/skills/verification-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verification-loop", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/affaan-m/ECC.git --path docs/tr/skills/verification-loop--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add affaan-m/ECC --skill verification-loop -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install affaan-m/ECC verification-loop --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/affaan-m/ECC.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/docs/tr/skills/verification-loop .gemini/skills/verification-loop && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "verification-loop" agent skill from https://github.com/affaan-m/ECC/tree/main/docs/tr/skills/verification-loop into .gemini/skills/verification-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verification-loop", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install affaan-m/ECC verification-loopInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add affaan-m/ECC --skill verification-loop -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/affaan-m/ECC.git skills-src && mkdir -p .github/skills && cp -r skills-src/docs/tr/skills/verification-loop .github/skills/verification-loop && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "verification-loop" agent skill from https://github.com/affaan-m/ECC/tree/main/docs/tr/skills/verification-loop into .github/skills/verification-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verification-loop", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add affaan-m/ECC --skill verification-loop -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install affaan-m/ECC verification-loop --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/affaan-m/ECC.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/docs/tr/skills/verification-loop .opencode/skills/verification-loop && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "verification-loop" agent skill from https://github.com/affaan-m/ECC/tree/main/docs/tr/skills/verification-loop into .opencode/skills/verification-loop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "verification-loop", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
verification-loopClaude Code oturumları için kapsamlı doğrulama sistemi. An agent skill from affaan-m/ECC.
Verification Loop is an agent skill from affaan-m/ECC. Claude Code oturumları için kapsamlı doğrulama sistemi.
Its SKILL.md is about 660 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. The licence is MIT.
Read from SKILL.md and the folder at commit ef648e0. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
npmgitpnpmnpxruffFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use npm, git, pnpm and npx, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Verification Loop loads about 664 tokens when it runs. Until then it costs about 18 tokens; SKILL.md has 152 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from affaan-m/ECC at commit ef648e0, republished under its MIT licence (© affaan-m). 152 words, ~664 tokens.
.claude/skills/verification-loop/SKILL.md (or your agent's skills folder).Claude Code oturumları için kapsamlı doğrulama sistemi.
Bu skill'i şu durumlarda çağır:
# Projenin build olup olmadığını kontrol et
npm run build 2>&1 | tail -20
# VEYA
pnpm build 2>&1 | tail -20Build başarısız olursa, devam etmeden önce DUR ve düzelt.
# TypeScript projeleri
npx tsc --noEmit 2>&1 | head -30
# Python projeleri
pyright . 2>&1 | head -30Tüm tip hatalarını raporla. Devam etmeden önce kritik olanları düzelt.
# JavaScript/TypeScript
npm run lint 2>&1 | head -30
# Python
ruff check . 2>&1 | head -30# Testleri coverage ile çalıştır
npm run test -- --coverage 2>&1 | tail -50
# Coverage eşiğini kontrol et
# Hedef: minimum %80Rapor:
# Secret'ları kontrol et
grep -rn "sk-" --include="*.ts" --include="*.js" . 2>/dev/null | head -10
grep -rn "api_key" --include="*.ts" --include="*.js" . 2>/dev/null | head -10
# console.log kontrol et
grep -rn "console.log" --include="*.ts" --include="*.tsx" src/ 2>/dev/null | head -10# Neyin değiştiğini göster
git diff --stat
git diff HEAD~1 --name-onlyHer değişen dosyayı şunlar için incele:
Tüm fazları çalıştırdıktan sonra, bir doğrulama raporu üret:
DOĞRULAMA RAPORU
==================
Build: [PASS/FAIL]
Tipler: [PASS/FAIL] (X hata)
Lint: [PASS/FAIL] (X uyarı)
Testler: [PASS/FAIL] (X/Y geçti, %Z coverage)
Güvenlik: [PASS/FAIL] (X sorun)
Diff: [X dosya değişti]
Genel: PR için [HAZIR/HAZIR DEĞİL]
Düzeltilmesi Gereken Sorunlar:
1. ...
2. ...Uzun oturumlar için, her 15 dakikada bir veya major değişikliklerden sonra doğrulama çalıştır:
Mental kontrol noktası belirle:
- Her fonksiyonu tamamladıktan sonra
- Bir component'i bitirdikten sonra
- Sonraki göreve geçmeden önce
Çalıştır: /verifyBu skill PostToolUse hook'larını tamamlar ancak daha derin doğrulama sağlar. Hook'lar sorunları anında yakalar; bu skill kapsamlı inceleme sağlar.
© affaan-m, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in docs/tr/skills/verification-loop of affaan-m/ECC.
Open the folder on GitHubat commit ef648e0
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in affaan-m/ECC, which our catalogue first saw on October 7, 2026.
Verification Loop next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Verification Loop this skillaffaan-m/ECC | 275k | 1 repos | ~664 | Automated safety check: Pass | MIT | |
| Jupyter Notebookmicrosoft/ai-agents-for-beginners | 77k | — | ~1.3k | Automated safety check: Pass | MIT | |
| API Designmajiayu000/claude-skill-registry | 666 | 2 repos | ~3.4k | Automated safety check: Pass | MIT | |
| Gap SurfacerZekaiSuni/claude-for-legal-turkish | 107 | — | ~1k | Automated safety check: Pass | Apache-2.0 | |
| Board MinutesZekaiSuni/claude-for-legal-turkish | 107 | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | |
| Eval Harnessaffaan-m/ECC | 275k | 1 repos | ~1.7k | Automated safety check: Pass | MIT |
microsoft/ai-agents-for-beginners
Kullanıcı deneyler, keşifler veya öğreticiler için Jupyter not defterleri (.ipynb) oluşturmasını, iskeletini hazırlamasını veya düzenlemesini istediğinde kullanın; birlikte gelen şablonları tercih…
majiayu000/claude-skill-registry
REST API tasarım kalıpları; kaynak isimlendirme, durum kodları, sayfalama, filtreleme, hata yanıtları, versiyonlama ve üretim API'leri için hız sınırlama içerir.
ZekaiSuni/claude-for-legal-turkish
Reference skill: /regulatory-legal:gaps ve /regulatory-legal:comments için ortak tracker çerçevesi.
ZekaiSuni/claude-for-legal-turkish
Türk şirketler hukuku için yönetim kurulu, müdürler kurulu, genel kurul ve komite toplantı tutanağı/karar taslağı hazırlar.
affaan-m/ECC
Eval-driven development (EDD) ilkelerini uygulayan Claude Code oturumları için formal değerlendirme çerçevesi
affaan-m/ECC
Hook'lar aracılığıyla oturumları gözlemleyen, güven skorlaması ile atomik instinct'ler oluşturan ve bunları skill/command/agent'lara evriltiren instinct tabanlı öğrenme sistemi.
affaan-m/ECC
Ingest, index, search, edit, and monitor video and audio with the VideoDB Python SDK — upload from files, URLs, or RTSP feeds, build spoken and scene indexes with timestamped search and playable…
affaan-m/ECC
Scans installed skills for principles that recur across them and proposes rule-file changes: append, revise, add a section, create a file or leave as covered.
affaan-m/ECC
Builds DRAFT counterparty agreements from one markdown template and a small JSON spec per party, with clauses picked by the party's role.
affaan-m/ECC
Measures whether agents actually follow a skill, rule or agent definition by generating scenarios at three strictness levels and scoring tool-call traces.
affaan-m/ECC
Instinct-based learning system that observes sessions via hooks, creates atomic instincts with confidence scoring, and evolves them into skills/commands/agents.
affaan-m/ECC
Adds one optional external Codex critique that tries to break a council's decision draft, sent to OpenAI only after you consent.
Claude Code oturumları için kapsamlı doğrulama sistemi. An agent skill from affaan-m/ECC. Verification Loop is an agent skill from affaan-m/ECC. Claude Code oturumları için kapsamlı doğrulama sistemi.
Run `npx skills add affaan-m/ECC --skill verification-loop -a claude-code`. Or copy the skill folder (docs/tr/skills/verification-loop in affaan-m/ECC) into .claude/skills/verification-loop in your project. Claude Code loads it when a task matches its description.
Run `npx skills add affaan-m/ECC --skill verification-loop -a codex`. Or copy the skill folder (docs/tr/skills/verification-loop in affaan-m/ECC) into .agents/skills/verification-loop in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add affaan-m/ECC --skill verification-loop -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/verification-loop, .gemini/skills/verification-loop, .github/skills/verification-loop and .opencode/skills/verification-loop in your project.
Going by SKILL.md and its folder, Verification Loop needs the command-line tools its instructions call (npm, git, pnpm, npx and ruff). Our summary lists: Python 3; Node.js.
SKILL.md contains no URLs. Its commands use npm, git and npx, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Verification Loop is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 664 tokens (SKILL.md is roughly 2.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Verification Loop: Jupyter Notebook (microsoft/ai-agents-for-beginners, 77k stars), API Design (majiayu000/claude-skill-registry, 666 stars), Gap Surfacer (ZekaiSuni/claude-for-legal-turkish, 107 stars) and Board Minutes (ZekaiSuni/claude-for-legal-turkish, 107 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
affaan-m (a GitHub user) maintains it in affaan-m/ECC, which has 275,023 GitHub stars. The repository holds 645 skills in this directory. The repository was last updated on October 5, 2026.
Source: affaan-m/ECC on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.