Chisle
코딩 에이전트 플러그인, 20개 실시간 작업에서 기본 모델 52% 활용, 간결한 페르소나와 출력 압축 제공
AST 검증 인지 메모리·조회 영수증·6단계 Gatekeeper로 AI 코딩 에이전트 토큰 비용 88.7% 절감, 의존성 없음
AST-verified cognitive memory, visible recall receipts, and 6-stage deterministic Gatekeeper for AI coding agents — with 88.7% lower session-start token tax and 0 dependencies.
개발 도구GitHub @damonless온라인운영자 미확인
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아직 감지된 업데이트가 없습니다. GitHub 릴리스가 나오면 여기에 보입니다.
Deterministic Self-Evolving Meta-Kernel for AI Coding Agents — Offline Git Worktree Evolution, Zero-Dep Deliverable Inspector, AST Cognitive Memory & 5-Tool Meta-MCP Gateway
README 전체를 불러오는 중입니다.
README 전문 보기 ↗The Deterministic Self-Evolving Meta-Kernel & Cognitive Context OS for AI Coding Agents
Claude Code · Cursor · Codex · Windsurf · Cline · Roo · GitHub Copilot · OpenCode · Gemini · Antigravity
English · 简体中文 · 🌐 Product Site · 🖥️ Interactive Workbench Demo · 📊 Benchmarks
What is EvoKernel? EvoKernel gives your AI coding agent cross-session AST-verified cognitive memory, visible 1-line recall receipts (
🛡️ EvoKernel Recall), and a 6-stage deterministic Gatekeeper so fixed bugs stay fixed across sessions — while folding sprawling MCP tool schemas and monolithic rule files behind 5 fixed meta-primitives (-88.7% session-start token tax:27,150 → 3,066tok/turn, 100% KV cache hit, 0 external dependencies).
[!NOTE] Disambiguation Note: EvoKernel (
evo-kernel) is an agent architecture and context engineering framework for AI coding assistants (Claude Code, Cursor, Windsurf, Codex, Gemini, etc.). It is not affiliated with academic ICML papers/benchmarks of similar naming or Linux kernel projects.
Get started in 3 commands — zero installation required:
# 1. Instant Zero-Write X-Ray (<25ms) — scan host rules, git hotspots & memory coverage
npx -y evo-kernel score
# 2. One-Click Safe Wiring & Doctor Check — wire 10 IDEs safely with stealth mode
npx -y evo-kernel init --stealth && npx -y evo-kernel doctor
# (Preview MCP virtualization token savings safely with: npx -y evo-kernel virtualize --dry-run)
# 3. Launch EvoKernel Workbench to inspect capabilities, AST memories & 7-day recall
npx -y evo-kernel ui
💡 Node.js 18 / 20 Instant 1-Liner (No Global Node Upgrade Needed):
npx -y -p node@22 evo-kernel score
(Note:npx -p node@22is recommended for one-off CLI diagnostics. For a persistent background MCP service, upgrade system Node to>= 22.5.0vianvm install 22 && nvm use 22orfnm use 22, and install globally vianpm install -g evo-kernel.)
Why Node.js >= 22.5.0? EvoKernel runs purely on nativenode:sqlite,node:module, andnode:test— providing 0 external npm dependencies and 0 supply-chain vulnerability risk.
# Clone and build from source (takes <50ms, zero npm install required)
git clone https://github.com/damonless/EvoKernel.git
cd EvoKernel
node ./scripts/build.mjs
# Wire L0 Meta-Rule Seed + Single Meta-MCP into your active coding agents
node ./dist/cli/index.js init --targets auto --stealth
# Cold-start mine your repository structure, project stacks & Git fix history
node ./dist/cli/index.js bootstrap --max-commits=50
# Run offline worktree optimization cycle
node ./dist/cli/index.js optimize --dim both -k 3
# CI / Deliverable canonical inspection (.xlsx, .docx, .pptx, .csv, .json, .md)
npx -y evo-kernel check ./README.md
# Inspect capability tree, multi-branch AST memory freshness & live MCP handshake
node ./dist/cli/index.js tree
node ./dist/cli/index.js memory verify
node ./dist/cli/index.js doctor --roi
node ./dist/cli/index.js audit --global
EvoKernel is designed from the ground up to be safe to trial, transparent to inspect, and completely reversible at any moment:
evo init Touches & 1-Command Lossless UninstallWhen you run npx evo-kernel init, it touches only three isolated surfaces:
<!-- EVO:START --> and <!-- EVO:END --> markers in detected configuration files (CLAUDE.md, AGENTS.md, .cursor/rules/evo-kernel.mdc, or GEMINI.md when .gemini/ is present — avoiding duplicate root Markdown injection). Existing user rules outside these markers are untouched.evo-kernel (leaving third-party servers untouched unless virtualized)..evo/ Tree: Generates local capability and episodic memory directories (.evo/rules/, .evo/skills/, .evo/memories/, .evo/tools/, .evo/.cache/).여기까지가 README 앞부분입니다. 나머지는 원문에서 읽을 수 있습니다. README 전문 보기 ↗