remember

SkillDocs & knowledge

Before writing memory, make it useful to a future agent that has no conversation context.

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 remember skill

About this capability

Log a finding or pattern to persistent brain memory. Auto-fills from session context. Usage: /remember

What this skill tells your AI

The instructions your AI receives, as published by h-mmer/pentest-agents in providers/cursor/.cursor/skills/cmd-remember/SKILL.md and read by ahel’s review.

Save current finding/pattern to brain memory.

Flow

  1. Read current session context — what target, endpoint, vuln class
  2. Ask user to confirm or edit:
    • Target: (auto-detected)
    • Endpoint: (from session)
    • Vuln class: (from session)
    • Result: confirmed / rejected / partial
    • Severity: critical / high / medium / low
    • Bounty: $___
    • Notes: ___
  3. Write to brain:
    • If confirmed: uv run python3 ../../tools/brain.py record <target> confirmed "<description>" "<details>"
    • If rejected: uv run python3 ../../tools/brain.py record <target> exhausted "<what failed>" "<why>"
  4. Sync to global brain: uv run python3 ../../tools/global_brain.py learn technique "<pattern>"
  5. Track response if submitted: uv run python3 ../../tools/response_tracker.py log <id> <status>

Why This Matters

  • /resume shows which endpoints you've tested and which remain
  • Cross-target learning: patterns from target A inform hunting on target B
  • Global brain accumulates technique knowledge across all engagements

Top-Tier Recall Standard

Before writing memory, make it useful to a future agent that has no conversation context.

Use this shape:

target:
surface:
vuln_class:
primitive:
accounts_or_roles:
evidence_path:
request_summary:
response_marker:
impact:
status:
next_action:

If the item is rejected, preserve the blocker with the same care as a finding. High-quality negative memory prevents duplicate work and false confidence.

Signals

GitHub stars
908
Forks
169
Last commit
Jun 2026
Advanced
Catalog kind
skill
Gateway key
remember-h-mmer
Source
github.com/h-mmer/pentest-agents