are-specify

SkillAI & models

Generate project specification from AGENTS.md docs (experimental)

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the are-specify skill

What this skill tells your AI

The instructions your AI receives, as published by geoloeg-ist/agents-reverse-engineer in .claude/skills/are-specify/SKILL.md and read by ahel’s review.

Generate a project specification from existing AGENTS.md documentation.

Steps

  1. Read version: Read .claude/ARE-VERSION → store as $VERSION. Show the user: agents-reverse-engineer v$VERSION

  2. Run the specify command in the background using run_in_background: true:

    npx agents-reverse-engineer@$VERSION specify --backend claude $ARGUMENTS
    
  3. Monitor progress by polling the latest progress log:

    • Wait ~15 seconds (use sleep 15 in Bash), then use Glob to find the latest .agents-reverse-engineer/progress-*.log file, and Read it (use the offset parameter to read only the last ~20 lines for long files)
    • Show the user a brief progress update
    • Check whether the background task has completed using TaskOutput with block: false
    • Repeat until the background task finishes
    • Important: Keep polling even if no progress log exists yet (the command takes a few seconds to start writing)
  4. On completion, read the full background task output and summarize:

    • Number of AGENTS.md files collected
    • Output file(s) written

This collects all AGENTS.md files, synthesizes them via AI, and writes a comprehensive project specification.

If no AGENTS.md files exist, it will auto-run generate first.

Options:

  • --dry-run: Show input statistics without making AI calls
  • --output <path>: Custom output path (default: specs/SPEC.md)
  • --multi-file: Split specification into multiple files
  • --force: Overwrite existing specification
  • --debug: Show AI prompts and backend details
  • --trace: Enable concurrency tracing to .agents-reverse-engineer/traces/

Signals

GitHub stars
20
Forks
5
Last commit
Aug 2026
Advanced
Catalog kind
skill
Gateway key
are-specify
Source
github.com/geoloeg-ist/agents-reverse-engineer