AI Dev Impact Lab JA
← Rankings · AI-RELATED REPO

ManzoliW/effect-harness-agent

An LLM-native cognitive harness for React + Effect TypeScript projects

Python MIT GitHub ↗
★ 0
stars
100
AI relevance
50
solo dev
2
tool sigs

SUMMARY AI summary by gpt-5-mini

Effect Harness Agent is an agent-driven engineering framework for TypeScript/Effect projects — an LLM-native, machine-to-machine protocol (not a human-facing framework). It turns natural-language intent into structured, executable tasks for autonomous LLM agents while enforcing engineering discipline. Who uses it: teams or systems that integrate LLM agents to design, implement, test, and maintain TypeScript/Effect code with predictable governance and cost. Key features: - Intent Gateway routing and execution profiles (@patch/@standard/@learn) - 6‑phase Lifecycle State Machine with human-in-the-loop approval and validation gates - Knowledge Graph (LLM Wiki) and budgeted navigation to avoid context bloat - Contract-first OpenSpec and explore_report outputs before coding - Skills Matrix (specialized agent capabilities) and self-correcting guard hooks - Token-cost model and shortcuts to control cost and prevent runaway searches

AI Coding Tools Used

This repository contains config files from these AI coding tools, indicating AI-assisted development.

OpenAI Codex (AGENTS.md) AGENTS.md Claude Code CLAUDE.md

DETECTED Detected AI stack

AI-related keywords found in this repo's description, topics, or README summary — grouped by category. Each badge links to the corresponding ranking detail page.

🤖 LLM models (1)
Claude
🌐 Web frameworks (1)
React

GitHub Topics

#agent-framework #claude-code #effect-ts #llm-harness #typescript

Language breakdown (by bytes)

Python
77.9%
TypeScript
22.1%

Owner

Account
ManzoliW
Type
User
Followers
95

Dates

Created on GitHub 2026-05-09
Last push 2026-05-09
First seen here 2026-05-09
Last fetched 2026-05-09 18:12

Similar repos (same language)

bgzhang1/sw2api

Reverse proxy for your ai quota from the SW platform.

Python 19 AI 45
dea6cat/2b-agent

This llm Agent was created based on necessity for one that could simply use local models without making them hallucinate and keep them focus

Python 1 AI 75
Zuboy/Carbon-Cost-Optimizer-Agentic-AI

An AI agent that decides where and when to run ML training jobs to minimize cost and carbon emissions, then launches them autonomously — exposed entirely through MCP tools.

Python 1 AI 75
FuchaZ/lm-studio-vision-bridge

给纯文本 AI agent 装上眼睛——通过 LM Studio 本地视觉模型提供 MCP 图片识别服务

Python 1 AI 45
Shrutirowlo/AI-Video-Agent

AI-powered video generation agent that automates script analysis, scene planning, and video creation.

Python 1 AI 75
Shivang0/social-vision

Paste an Instagram/TikTok/YouTube/X link and Claude watches it for you — transcribes audio, reads on-screen text & visuals, explains what it's about. Local, cross-platform Claude Code plugin.

Python 1 AI 70
markusbegerow/claude-fuer-oeffentliche-verwaltung

⚠️ Experimentelle Skill-Sammlung für Digitalisierung, Fachverfahren und Organisation der deutschen öffentlichen Verwaltung (OZG, FIM, FIT-Connect, KI-Einsatz, eIDAS, BSI-IT-Grundschutz, DSGVO) – bitte testen, Issues/PRs willkommen! Keine Rechts-/Datenschutzberatung, keine verbindliche Behördenentscheidung. Keine Bürger-/Mitarbeiterdaten im Repo.

Python 1 AI 75
knowledgegut/course-distiller

把有權使用的工作坊/課程回放消化成套品牌色的步驟式學習 PDF;最後的重組交還人腦。A Claude Code skill by 知識包小腸.

Python 1 AI 45