engagement-memory SKILL.md skillA

engagement-memory from hypnguyen1209/offensive-claude is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add hypnguyen1209/offensive-claude/engagement-memory@git:20260629.5cd1441

Pins git:20260629.5cd1441 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
hypnguyen1209/offensive-claude
Path
skills/engagement-memory/SKILL.md
Versions recorded
3
Latest version
git:20260629.5cd1441, committed Jun 29, 2026
First version recorded
Jun 29, 2026
Size
5,440 bytes
Repository stars
414
License
MIT

Use when recalling prior techniques at recon/weaponize, or recording a confirmed finding at report — cross-engagement pattern memory ranked by impact.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Engagement Memory (cross-engagement learning)

## When to Activate

- At **recon/weaponize**: recall what already worked against this target class / tech stack.
- At **report**: persist each `[CONFIRMED]` finding as a reusable pattern (ranked by impact).
- Periodic housekeeping: compact the pattern DB / rotate the audit log.

## Model

Append-only JSONL store (`~/.claude/engagement-memory/patterns.jsonl`, override `$ENGAGEMENT_DB`).
Three record types in their own files so they never mix: **patterns** (`patterns.jsonl`),
**target profiles** (`profiles.jsonl`), **audit log** (`audit.jsonl`, disposable). A pattern is keyed
by `(target, vuln_class, technique)`, ranked by **severity / CVSS / confidence** (real impact, never
payout), and carries a **lifecycle status** (`proposed/active/stale/deprecated/...`). Recall is an
**explicit top-N query** (anti-context-bloat). Duplicates **merge** (count bumped, most-recent status
wins), never blind-discarded; `compact` runs automatically over a size threshold and stays lossless.
TTL `stale` patterns and `deprecated/rejected` ones drop out of default recall but are kept.

## Commands

```bash
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add hypnguyen1209/offensive-claude/engagement-memory@sha256:2dee495a44972451

The line at the top of this page pins the label git:20260629.5cd1441, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_hkcdg5o6zpbsbgqm.svg)](https://markdownregistry.com/a/art_hkcdg5o6zpbsbgqm)

4 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 3 versions of this file, all committed on Jun 29, 2026.

versioncommittedcommitsizeaudit
git:20260629.5cd1441 latest2026-06-29 5cd1441 5,440 BA view · diff
git:20260629.9f4a1a52026-06-29 9f4a1a5 3,127 BA view · diff
git:20260629.e9ca0b62026-06-29 e9ca0b6 3,210 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (5440 bytes)
  • pass: No zero-width or bidi control characters
  • pass: No instruction hidden inside an HTML comment
  • pass: No link to an exfiltration or paste host
  • pass: No credential-shaped string
  • pass: No instruction to send local credentials anywhere
  • pass: No text hidden with inline styles
  • pass: No prompt-injection phrasing
  • pass: No curl or wget piped into a shell
  • pass: No recursive delete of root, home or parent
  • pass: No instruction to read or print local credentials
  • pass: No base64 blob over 200 characters
  • pass: No link to a raw IP address
  • pass: No script tag

Source

GitHub

hypnguyen1209/offensive-claude · 414 stars · license MIT · pushed 2026-10-22 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_hkcdg5o6zpbsbgqm
GET https://markdownregistry.com/api/v1/resolve?ref=hypnguyen1209/offensive-claude/engagement-memory
GET https://markdownregistry.com/api/v1/blob/2dee495a44972451a3defc6f74664f2b32149f138faa649e010e504493a14906

Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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