Skill

Skill product-on-purpose/thinking-framework-skills/templates/skill

Evidence-graded, agent-executable thinking-method skills - 56 frameworks reduced to their working mechanism, honestly graded, and producing a concrete artifact. 56 frameworks + 4 tools + 9 recipes for Claude Code, Codex, and other AI agents. Advanced (Gold) tier.

Install

npx -y skills add product-on-purpose/thinking-framework-skills --skill skill

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

One thing to look at

7 stars7 stars. Stars are a popularity signal and not a quality one, but at this level it is likely that nobody has read this closely except its author, and you would be relying on your own review.

What its author says it does

Copied from the file, not written here

REPLACE with one sentence. Lead with an action verb (Generates / Produces / Evaluates / Audits / Checks), name the artifact it produces, and include a "Use when ..." clause with concrete trigger words. Third person. Do NOT use first person ("you can", "you should", "we "). Keep under 1024 characters. This text is the activation trigger and is scored by the toolkit (U5).

The file declares its own license as Apache-2.0. That is the author’s claim about this one file, and it is not the same thing as the license GitHub reports for the repository, which is listed with the other numbers below.

SKILL.md

2.1 KB, as published. Nobody here has run it

REPLACE Display Name

REPLACE: one paragraph. State the durable cognitive MECHANISM (not the trademarked ritual) and the concrete ARTIFACT this skill produces. Make clear the output is a structured artifact, not prose.

When to Use

REPLACE: concrete situations that should trigger this skill.

When NOT to Use

REPLACE: where this misleads, or is the wrong tool (point to the right one). Pull these from the dossier's failure modes; this section guards against cargo-cult execution.

Instructions

When asked to REPLACE, follow these steps:

REPLACE step (bold lead-in). Imperative, bounded, concrete.
REPLACE step.
REPLACE step. Include the step that converts raw output into the artifact.

Output Format

Use the template in references/TEMPLATE.md. The deliverable is the filled artifact plus a short summary, not a prose essay.

Quality Checklist

Before finalizing, verify:

REPLACE checks, derived from the dossier's documented failure modes.
The output is the artifact, not prose.
No overclaiming: claims match what evidence/dossier.md actually supports.

Evidence

Tier REPLACE. REPLACE: one or two sentences, honest about what the evidence does and does not show, and noting that it is transferred from human studies (not AI-validated). Full grading, sources, and caveats: evidence/dossier.md.

Examples

See references/EXAMPLE.md for a completed run.