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KirishAkkaunt yaratish

loop-engineering

Ochiq manbalardan

AI kodlash agentlari bilan loop engineering uchun amaliy patternlar, starter shablonlar va CLI vositalari. Agentlarga soʻrov yuboradigan va ularni boshqaradigan tizimlarni loyihalash (Addy Osmani va Boris Cherny'dan ilhomlangan). Tarkibida loop-audit, loop-init, loop-cost.

Mashina tarjimasi · Asl matnni koʻrsatish

Practical patterns, starters & CLI tools for loop engineering with AI coding agents. Design systems that prompt and orchestrate agents (inspired by Addy Osmani and Boris Cherny). Includes loop-audit, loop-init, loop-cost.

AI vositaKategoriya: AI agentlarOpen sourcemaʼlumot tekshirilgan: 16-okt, 2026
SolishtirishToʻplamga

Sharh

  • agentic-ai
  • ai-agents
  • ai-coding
  • anthropic
  • automation
  • claude
  • claude-code
  • codex
  • coding-agents
  • devops-automation
  • devtools
  • github-actions

Oʻrnatish

Buyruqlar faqat koʻrsatiladi, marketpleys ularni bajarmaydi. Rasmiy hujjatlar bilan solishtiring.

Moslik

«Nomaʼlum» dalil topilmaganini bildiradi, mahsulot mos emasligini emas.
PlatformaHolatArxitekturaDalilIshonchlilik
WindowsNomaʼlum———
macOSNomaʼlum———
LinuxNomaʼlum———
Web browserNomaʼlum———
Server / self-hostedNomaʼlum———
Container (OCI)Nomaʼlum———

Relizlar

tekshirilgan: 30-okt, 2026
v1.6.0Oxirgi20-iyl, 2026Rasmiy manba ↗

1.6.0 versiyasi fayllari

Relizga fayllar biriktirilmagan.

Relizlar tarixi

Sifat profili

algoritm quality-v1.0 · baholangan 16-okt, 2026
Sifat bahosi93
Xavf bahosi0
Ishonchlilik 1.00
Sifat bahosi va xavf bahosi — turli koʻrsatkichlar. Yuqori sifat xavfsizlikni kafolatlamaydi.

Baho tarkibi

Qoʻllab-quvvatlash · 2020
last activity 1 days ago
Hujjatlar · 1515
README 7057 chars, description present
Foydalanishga tayyorlik · 1515
install instructions: yes; releases: yes
Metamaʼlumotlar · 1010
4/4 of description, homepage, license, topics
Relizlar · 108
2 release(s), latest 87 days ago
Kategoriya aniqligi · 105
classifier confidence 0.5
Ommaboplik · 1010
11552 stars (log-dampened, 10k = max)
Litsenziya aniqligi · 55
SPDX MIT
Hamjamiyat · 55
issues enabled, 1572 forks

Litsenziya

MIT
Litsenziya maʼlumrepozitoriy xostingi maʼlumotlariga koʻra

Bu katalog siyosati holati, yuridik xulosa emas.

Manbalar

github.com/cobusgreyling/loop-engineeringAsosiy★ 11 552 yulduzfaollik: 15-okt, 2026Asosiy repozitoriy · Ishonchlilik 1.00

Sharhlar

Sharh yozish uchun kiring

Hali sharhlar yoʻq.

Muqobillar

hermes-agentOʻxshash
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Cheksiz BEPUL AI kodlash. Claude Code, Codex, Cursor, Cline, Copilot, Antigravity ni 40+ provayder orqali BEPUL Claude/GPT/Gemini ga ulang. Avtomatik zaxiraga oʻtish, RTK −40% tokenlar, hech qachon limitga urilmaysiz.MIT · AI agentlar
claude-code-best-practiceOʻxshash
Vibe coding’dan agentli muhandislikka — mashq Claude’ni mukammal qiladiMIT · AI agentlar
system_prompts_leaksOʻxshash
Anthropic’dan hujjatlashtirilgan tizim promptlari — Claude Fable 5.1, Opus 5.5, Claude Design, Claude Code. OpenAI — ChatGPT GPT-6-Astra, Codex. Google — Gemini 3.8 Flash, 3.1 Pro, Antigravity. xAI — Grok, Grok Bot, Cursor, Kimi va boshqalar! Muntazam yangilanadi.CC0-1.0 · AI agentlar
happyOʻxshash
Claude, Codex va Grok’ni bitta ilovada boshqaring. Ochiq manba kodi (MIT), allaqachon toʻlayotgan obunalaringizdan foydalanadi.MIT · AI agentlar
Claude-Code-Game-StudiosOʻxshash
Claude Code'ni toʻliq oʻyin ishlab chiqish studiyasiga aylantiring — 49 ta AI agent, 72 ta ish jarayoni koʻnikmasi va haqiqiy studiya ierarxiyasini aks ettiruvchi toʻliq muvofiqlashtirish tizimi.MIT · AI agentlar

README

cobusgreyling/loop-engineering dan · litsenziya MIT · yuklangan 30-okt, 2026

Loop Engineering

Stop prompting. Design the loop. Get a score.

npx @cobusgreyling/loop init . --pattern daily-triage --tool claude
npx @cobusgreyling/loop doctor .

--tool defaults to claude if you omit it. Swap for grok, codex, or opencode. Week one is report-only.

You design a system that discovers work, hands it to agents, verifies results, and persists state — instead of typing the next prompt yourself.

New here? Quickstart · Refactor a project · Thin GitHub Action loop (no STATE.md required)

What do you want to do?

This is a pattern library for operating agents around a codebase. It is not a “rewrite the module” button.

I want to…Start here
Keep the repo healthy (issues, CI, deps)Quickstart → daily-triage
Land and babysit PRsPR Babysitter
Run a loop in GitHub Actions with almost no filesThin loop
Ship a feature or refactor (todos → small PRs)Refactor / change path

Full jobs table: docs/jobs.md.

Patterns

PatternCadenceWeek 1Cost
Daily Triage1d–2hL1 reportLow
Thin loopevent + 1dL1 snapshotVery low
PR Babysitter5–15mL1 watchHigh
CI Sweeper5–15mL2 cautiousVery high
Dependency Sweeper6h–1dL2 patch-onlyMedium
Changelog Drafter1d or tagL1 draftLow
Post-Merge Cleanup1d–6hL1 off-peakLow
Issue Triage2h–1dL1 propose-onlyLow

Interactive picker: showcase. Index: patterns/registry.yaml.

Getting started

npx @cobusgreyling/loop init . --pattern daily-triage --tool claude
npx @cobusgreyling/loop doctor .
npx @cobusgreyling/loop cost --pattern daily-triage --level L1

Empty repo → first STATE.md walkthrough: scripts/empty-to-state-demo.sh.

Roll out L1 report → L2 assisted → L3 unattended only after the verifier has been right for a week. See loop-design-checklist.

Loop Ready now weights recent runs harder than files on disk. A 30-day-old STATE.md is not L3.

Examples by tool

Claude Code (including the plugin) · Grok · Codex · OpenClaw · Opencode · GitHub Actions

Operating & safety

Failure modes · Anti-patterns · Safety · Operating loops · Stories (wins and failures)

Loop engineering amplifies judgment. Token costs can explode. Unattended loops make unattended mistakes. Read what the loop ships.

Help wanted

Docs and small PRs: first response within 48 hours.

See CONTRIBUTING.md.

Unified front door: npx @cobusgreyling/loop (init · doctor · status · audit · cost). Older packages (loop-init, loop-audit, …) stay supported.

Companions exist for later: memory-engineering, harness-foundry, outerloop, fleet-engineering, goal-engineering. Do not add them until a loop has actually run.

Sources

License

MIT

Repozitoriyni ochish ↗