think-red-team-light SKILL.md skillA
think-red-team-light from product-on-purpose/thinking-framework-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add product-on-purpose/thinking-framework-skills/think-red-team-light@v0.1.0Pins v0.1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- product-on-purpose/thinking-framework-skills
- Path
skills/think-red-team-light/SKILL.md- Versions recorded
- 4
- Latest version
- v0.1.0, committed Nov 3, 2026
- First version recorded
- Jun 1, 2026
- Size
- 4,880 bytes
- Repository stars
- 25
- License
- Apache-2.0
Produces an adversarial critique by constructing the strongest case against a proposal or thesis (the best objections an intelligent adversary would raise), then judging which objections actually land and what would rebut them. Use when a plan has too-easy consensus and needs pressure-testing, or to steelman the opposition before committing.
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
<!-- thinking-framework-skills | https://github.com/product-on-purpose/thinking-framework-skills | Apache-2.0 --> # Red Team Light Plans that reach easy consensus go untested. This skill suspends the cooperative stance and constructs the strongest case against a single proposal or thesis: the best objections a motivated, intelligent adversary would raise (steelman, not strawman), then judges which land and what would rebut them. The output is an **adversarial critique**. Honest limit: an AI red team is constructed, role-played dissent, and role-played dissent does not match genuine dissent (Nemeth) - so for high stakes it flags whether a real dissenting view should be sought, not just the model's. ## When to Use - A plan has too-easy consensus and nobody is really arguing the other side. - Before committing to a strong thesis or recommendation. - To pressure-test the agent's own confident output. ## When NOT to Use - When the team needs alignment and buy-in more than another critique. - When you need failure causes over time (use premortem) or a rounded multi-lens view (use parallel perspectives). …
Read the whole file at its exact version.
How to install
mdr add product-on-purpose/thinking-framework-skills/think-red-team-light@sha256:73af8efde063dadaThe line at the top of this page pins the label v0.1.0, 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.
[](https://markdownregistry.com/a/art_42zbcp3ax2uzw4bz)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, between Jun 1, 2026 and Nov 3, 2026, about one every 52 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.1.0 latest | 2026-11-03 | 4373eb7 | 4,880 B | A | view · diff |
| v0.1.0 | 2026-09-12 | 4f87ee2 | 4,528 B | A | view · diff |
| v0.1.0 | 2026-06-19 | f4aa776 | 3,854 B | A | view · diff |
| v0.1.0 | 2026-06-01 | 5bad9cb | 3,854 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (4880 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
product-on-purpose/thinking-framework-skills · 25 stars · license Apache-2.0 · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_42zbcp3ax2uzw4bz GET https://markdownregistry.com/api/v1/resolve?ref=product-on-purpose/thinking-framework-skills/think-red-team-light GET https://markdownregistry.com/api/v1/blob/73af8efde063dadade9ff1c189b1f599e811e82844ee08dd12f6897d71f30a11
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.