figure-it-out SKILL.md skillA
figure-it-out from michael-denyer/pstack-claude is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add michael-denyer/pstack-claude/figure-it-out@git:20261015.1dba27ePins git:20261015.1dba27e in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- michael-denyer/pstack-claude
- Path
plugins/pstack/skills/figure-it-out/SKILL.md- Versions recorded
- 7
- Latest version
- git:20261015.1dba27e, committed Oct 15, 2026
- First version recorded
- Jun 23, 2026
- Size
- 4,053 bytes
- Repository stars
- 3,263
- License
- MIT
Design an auditable playbook when no narrower one fits: a large migration, an ambitious multi-part change, or work a human reviews after stepping away. Scales rigor to the task, runs a hypothesis loop, and logs decisions. Use for /figure-it-out or 'figure it out'.
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
# Figure it out When the task matches no playbook, design one. The deliverable before any code is the workflow itself: a sequence of phases that scales rigor to the task, runs the scientific method, and leaves a decision trail a human can audit after stepping away. ## Start Open a todolist whose first item is to read the Principles section of the **poteto-mode** skill. Then add the phases below as todos. ## Phase A: Frame Ground first, then commit. Don't start the run until you can state: - The definition of done as a falsifiable predicate (the **prove-it-works** principle skill). - Scope, quantified: rough units and effort, plus the blockers grounding surfaced. - The rigor level, biased high. One-way doors and high blast radius get more. Reversible low-stakes steps get less. Rigor is gates and artifacts, not "try harder". Present the framing and tradeoffs before committing to a long run. Reversible work proceeds (the **never-block-on-the-human** principle skill), but a multi-hour run earns one checkpoint. ## Phase B: Design the workflow …
Read the whole file at its exact version.
How to install
mdr add michael-denyer/pstack-claude/figure-it-out@sha256:b7912433f13a3f86The line at the top of this page pins the label git:20261015.1dba27e, 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_odaxz7dw5td42a2g)
5 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 7 versions of this file, between Jun 23, 2026 and Oct 15, 2026, about one every 19 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261015.1dba27e latest | 2026-10-15 | 1dba27e | 4,053 B | A | view · diff |
| git:20261013.058a348 | 2026-10-13 | 058a348 | 3,947 B | A | view · diff |
| git:20260923.4a3ef20 | 2026-09-23 | 4a3ef20 | 4,028 B | A | view · diff |
| git:20260907.ebb8c27 | 2026-09-07 | ebb8c27 | 4,353 B | A | view · diff |
| git:20260907.09f3a50 | 2026-09-07 | 09f3a50 | 5,130 B | A | view · diff |
| git:20260827.7ac420e | 2026-08-27 | 7ac420e | 5,222 B | A | view · diff |
| git:20260623.cb89fba | 2026-06-23 | cb89fba | 5,161 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 (4053 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
michael-denyer/pstack-claude · 3,263 stars · license MIT · pushed 2026-10-21 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_odaxz7dw5td42a2g GET https://markdownregistry.com/api/v1/resolve?ref=michael-denyer/pstack-claude/figure-it-out GET https://markdownregistry.com/api/v1/blob/b7912433f13a3f86aa3b6e4bff68d101532d626f6188a036caad0f31ec783615
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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