reverse-engineer SKILL.md skillA

reverse-engineer from boshu2/agentops is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add boshu2/agentops/reverse-engineer@git:20261031.73cbeae

Pins git:20261031.73cbeae in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
boshu2/agentops
Path
skills/reverse-engineer/SKILL.md
Versions recorded
11
Latest version
git:20261031.73cbeae, committed Oct 31, 2026
First version recorded
Jul 28, 2026
Size
9,021 bytes
Repository stars
453
License
Apache-2.0

Tear down a competitor''s repo or product into a feature inventory and adoption choices. Use when: comparing us to another tool or asking what to steal.

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

# Reverse Engineer

Reverse-engineer an external system into two things: a **teardown** (feature
inventory, a registry of where to read, CLI and contract specs, optionally a
security audit) and a **steal-map** (the decision: what to adopt into our
surfaces and what to leave behind). A decision row that must cite evidence can
be re-checked by anyone; a decision made from impressions cannot be re-checked
by its own author. Deciding from a competitor's README is the failure this
skill exists to prevent.

## ⚠️ Constraints — Hard Guardrails (MANDATORY)

- Only operate on code/binaries you own or have **explicit written authorization** to analyze — this matters because unauthorized teardown is the legal/IP line.
- Do not provide steps to bypass protections/ToS or to extract proprietary source/system prompts.
- Do not output reconstructed proprietary source or embedded prompts (index only; redact in reports) — to prevent reproducing protected IP.
- Redact secrets/tokens/keys if encountered. The output validator runs this skill's `scripts/security/scan_secrets.sh` over the whole output dir in every phase; a hit fails it until you redact.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add boshu2/agentops/reverse-engineer@sha256:05cca6122002c453

The line at the top of this page pins the label git:20261031.73cbeae, 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_pqkucz5kmgpvrkz4.svg)](https://markdownregistry.com/a/art_pqkucz5kmgpvrkz4)

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

Versions

The registry has recorded 11 versions of this file, between Jul 28, 2026 and Oct 31, 2026, about one every 9 days.

versioncommittedcommitsizeaudit
git:20261031.73cbeae latest2026-10-31 73cbeae 9,021 BA view · diff
git:20261026.1b5f59a2026-10-26 1b5f59a 8,555 BA view · diff
git:20261025.a3768842026-10-25 a376884 7,996 BA view · diff
git:20261005.4fda2942026-10-05 4fda294 8,594 BA view · diff
git:20261003.62834b12026-10-03 62834b1 13,324 BA view · diff
git:20260911.c6558502026-09-11 c655850 13,291 BA view · diff
git:20260903.10f02772026-09-03 10f0277 13,344 BA view · diff
git:20260825.2207c5b2026-08-25 2207c5b 12,473 BA view · diff
git:20260816.f3c6d0e2026-08-16 f3c6d0e 12,494 BA view · diff
git:20260807.7a765cd2026-08-07 7a765cd 11,793 BA view · diff
git:20260728.894c1902026-07-28 894c190 11,713 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 (9021 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

boshu2/agentops · 453 stars · license Apache-2.0 · pushed 2026-11-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_pqkucz5kmgpvrkz4
GET https://markdownregistry.com/api/v1/resolve?ref=boshu2/agentops/reverse-engineer
GET https://markdownregistry.com/api/v1/blob/05cca6122002c453f699c341daaed875d73b7f815dbee7306ef8b0f5ffb117be

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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Every file in boshu2/agentops

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