An AI development harness that organizes project requirements, accumulated knowledge, lessons from mistakes, and retrospectives. A PRD is a document describing what a product should do.

Use it to create PRDs, preserve project knowledge, record mistakes, and review completed work.

It is intended to keep development work and learned context together across tasks instead of losing them after each interaction.

fireauto — Plugin by imgompanda

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Claude Code

/plugin marketplace add imgompanda/fireauto

agentmods

npx agentmods add plugins/imgompanda/fireauto/plugin

Clone the repo

git clone --depth 1 https://github.com/imgompanda/fireauto

Made for: Claude Code.

Per session not measured What this adds to a session before it is invoked.

When invoked not measured Not applicable: nothing here is loaded into a session.

Security scan A 0 findings. Scan, not verified.

Origin original No closer match found in the catalogue.

Security

Grade A, and why

fireauto scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugin/.claude-plugin/plugin.json · 12 lines

What it actually says

{
  "name": "fireauto",
  "version": "2.3.0",
  "description": "AI 개발 하네스 — 설치 한 번이면 AI가 PRD, 지식 축적, 실수 학습, 복기까지 자동으로. Karpathy LLM Knowledge Base + Claude Code 하네스 원칙.",
  "author": {
    "name": "FreAiner"
  },
  "repository": "https://github.com/imgompanda/fireauto",
  "license": "MIT",
  "keywords": ["seo", "security", "daisyui", "reddit", "team-agent", "automation"]
}

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

yesterday First seen · 12 lines scan A 0554c24b4b47

Subscribe to this mod's changes

fireauto is a plugin published in the GitHub repository imgompanda/fireauto (140 stars, last pushed 4mo ago), licensed MIT. Its token cost is not measured: this kind of file is read by the harness, not the model. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

Code review Learning and teaching Memory and context ai-agent automation claude-code opensource plugin

workflow

Session workflow helpers and deferred-work backlog - knowledge capture, confusion handling, course correction, clipboard copy, backlog items.

umputun/cc-thingz · not measured

arc-studio

Plugin marketplace listing 1 plugin: arcgentic.

Arch1eSUN/Arcgentic · not measured

token-warden

Agent memory, charged rent. A Stop hook records what each session costs; expensive runs are distilled into candidate efficiency rules; each candidate is benchmarked on a frozen golden suite and kept only if it saves at least twice its context rent. Six commands. Two theorems survived measurement and three were deleted.

vukkt/token-warden · not measured

fireauto