Universal agent plugin for Cluxion preprocessing, honesty contracts, clarification, Rust work queue, and resource-aware harness handoff.
Project description
========= Written in Korean first, then English ==========
======== 한국어 ========
cluxion-agentplugin-preprocessing
AI 코딩 에이전트(Hermes Agent, Claude Code, Codex)를 위한 전처리 플러그인입니다. 작업이 시작되기 전에 정리를 해 줍니다: 에이전트가 모르는 것은 모른다고 인정하게 하고, 애매한 요청은 행동하기 전에 사용자에게 명확히 묻게 하며, 긴 작업을 안정적으로 큐에 넣고, 폭주하는 프로세스가 기기를 다운시키지 못하게 막고, 대화가 너무 길어지면 자동으로 압축합니다.
설치
pip install cluxion-agentplugin-preprocessing
# 선택: 사용자 본인의 로그인된 Chrome으로 웹 검색
pip install 'cluxion-agentplugin-preprocessing[browser]'
playwright install chromium
Hermes Agent에서 사용
cluxion-preprocess enable # ~/.hermes/config.yaml 에 플러그인을 추가합니다
# 그 다음 Hermes 재시작
Hermes를 통해 제공되는 로컬 모델(vLLM/MLX)에서도 동일하게 동작합니다.
기능
활성화하면 에이전트가 아래 도구들을 얻고, 자동으로 호출합니다.
- 정직함과 명확화 — 에이전트가 추측하기 전에 먼저 묻고, 근거를 댈 수 없는 답을 지어내지 않습니다.
- 작업 큐 — 긴 작업을 하나의 프롬프트에 넘치게 담는 대신 추적 가능한 세그먼트로 분할합니다.
- 자원 가드 — 폭주 프로세스가 RAM을 모두 잡아먹지 못하게 막는 가벼운 감시기. Hermes 세션마다 자동으로 시작됩니다.
- 컨텍스트 압축 — 대화가 모델 컨텍스트의 약 70%를 넘으면, 의도와 최근 대화를 보존하며 압축합니다.
- 내 Chrome으로 웹 검색 — 본인의 로그인된 브라우저 세션으로 Google / Naver / Perplexity / 사내
페이지를 검색합니다(위의
[browser]extra 필요).
점검
설치·Hermes 계약·작업큐·자원가드·네이티브 백엔드 상태를 결정론적으로 자가 진단합니다. 같은 상태면 항상 같은 결과를 출력하고, 문제가 있으면 증상과 해결 단계를 그대로 알려줍니다.
cluxion-preprocess doctor # 사람용 요약
cluxion-preprocess doctor --json # 구조화 출력
Hermes 안에서는 cluxion_doctor 도구로도 노출됩니다.
Hermes 슬래시 커맨드 (0.3.23+)
/ 입력 시 🔌로 자동완성됩니다.
| 슬래시 | 용도 |
|---|---|
/loopauto <prompt> |
명시적 plan + 자동 큐 드레인 |
/cluxion-doctor |
doctor (CLI cluxion-preprocess doctor와 동일) |
/loopauto 4000줄 요구사항을 순서대로 구현하고 각 항목 증거를 남겨줘
/cluxion-doctor
/loopAuto prompt prefix는 이제 queue 계약만 만들고, blocking drain은 loop_auto=true 또는 전용
loop-auto 명령에서만 실행됩니다.
문제 해결
| 증상 | 해결 |
|---|---|
| 무엇이든 이상함 | 먼저 cluxion-preprocess doctor 실행 — 원인과 해결 단계를 그대로 출력 |
playwright_not_installed |
pip install 'cluxion-agentplugin-preprocessing[browser]' && playwright install chromium |
| Hermes에 도구가 안 보임 | cluxion-preprocess enable 실행 후 Hermes 재시작 |
라이선스
Apache-2.0
============ English ==========
cluxion-agentplugin-preprocessing
A preprocessing plugin for AI coding agents (Hermes Agent, Claude Code, Codex). It tidies things up before work starts: it makes the agent admit when it doesn't know, asks you to clarify vague requests before acting, queues long tasks reliably, keeps runaway processes from taking down your machine, and auto-compresses the conversation when it grows too long.
Install
pip install cluxion-agentplugin-preprocessing
# optional: web search through your own logged-in Chrome
pip install 'cluxion-agentplugin-preprocessing[browser]'
playwright install chromium
Use with Hermes Agent
cluxion-preprocess enable # adds the plugin to ~/.hermes/config.yaml
# then restart Hermes
The tools also work with local models (vLLM/MLX) served through Hermes.
What you get
Once enabled, your agent gains these tools and calls them automatically:
- Honesty & clarification — the agent asks before guessing and won't fake an answer it can't back up.
- Work queue — long tasks are split into tracked segments instead of overflowing a single prompt.
- Resource guard — a lightweight watcher that stops runaway processes from eating all your RAM. It starts automatically with each Hermes session.
- Context compression — shrinks the conversation once it passes ~70% of the model's window, keeping your intent and recent turns.
- Web search via your Chrome — searches Google / Naver / Perplexity / internal pages
through your own logged-in browser session (needs the
[browser]extra above).
Diagnostics
A deterministic self-check of install, the Hermes contract, the work queue, the resource guard, and the native backend. The same state always prints the same result, and on any problem it shows the symptom and the exact fix steps.
cluxion-preprocess doctor # human summary
cluxion-preprocess doctor --json # structured output
Also exposed inside Hermes as the cluxion_doctor tool.
Hermes slash commands (0.3.23+)
Type / to see plugin commands with a 🔌 badge.
| Slash | Purpose |
|---|---|
/loopauto <prompt> |
Explicit plan + autonomous queue drain |
/cluxion-doctor |
Run doctor (same as cluxion-preprocess doctor) |
/loopauto implement every REQ line and record evidence
/cluxion-doctor
The /loopAuto prompt prefix now only queues work. Blocking drain requires explicit loop_auto=true
or the dedicated loop-auto command.
Troubleshooting
| Problem | Fix |
|---|---|
| Anything looks off | run cluxion-preprocess doctor first — it prints the cause and the exact fix steps |
playwright_not_installed |
pip install 'cluxion-agentplugin-preprocessing[browser]' && playwright install chromium |
| Tools don't appear in Hermes | run cluxion-preprocess enable, then restart Hermes |
License
Apache-2.0
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