figure-it-out

figure-it-out is a skill for Claude Code from michael-denyer/pstack-claude. It costs 63 tokens per session (884 once invoked), scanned A, original, MIT.

A planning skill creates an auditable playbook for large migrations, multi-part changes, or work that someone else will review later.

In plain words
What is it for?
It helps define completion criteria, scope the work, test hypotheses, organize phases, and log decisions for later review.
Why use it?
It helps prevent poorly defined large projects and leaves a record of assumptions, decisions, evidence, and progress.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin. Also seen: mentions subagents.

Part of the pstack plugin — 69 skills, 4 agents, 1 hook shipped together

Good fit It helps define completion criteria, scope the work, test hypotheses, organize phases, and log decisions for later review.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/michael-denyer/pstack-claude/figure-it-out
About the project

pstack-claude is a set of opinionated coding-agent skills and workflows ported from Cursor to Claude Code, Codex, Pi, and other agent harnesses. It guides agents toward concise, simple, and verified code by routing goals to suitable workflows and supporting subagent tools. The catalogue entries are the project's skills, agents, hook, and plugin implementations for these agent environments.

michael-denyer/pstack-claude · 3,302 stars · on GitHub

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add michael-denyer/pstack-claude --skill figure-it-out
Clone the repo
git clone --depth 1 https://github.com/michael-denyer/pstack-claude

Made for: Claude Code.

Or install pstack, the plugin that ships this one along with the rest of its 69 skills, 4 agents, 1 hook.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for figure-it-out

README.md
[![agentmods](https://agentmods.dev/badge/skills/michael-denyer/pstack-claude/figure-it-out/github.svg)](https://agentmods.dev/skills/michael-denyer/pstack-claude/figure-it-out)
Your own site
<a href="https://agentmods.dev/skills/michael-denyer/pstack-claude/figure-it-out"><img src="https://agentmods.dev/badge/skills/michael-denyer/pstack-claude/figure-it-out/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for figure-it-out

Your own site · 80×15
<a href="https://agentmods.dev/skills/michael-denyer/pstack-claude/figure-it-out"><img src="https://agentmods.dev/badge/skills/michael-denyer/pstack-claude/figure-it-out.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 63 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 884 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • Socket pass 13 Oct 2026
  • Snyk pass 13 Oct 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00063 $0.00884
Opus 5.5 $0.00025 $0.00354
Sonnet 5.5 $0.00013 $0.00177
Haiku 4.5 $0.00006 $0.00088

Measured 7d ago against content hash b7912433f13a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

figure-it-out scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

5 near-identical copies found in the catalogue:

plugins/pstack/skills/figure-it-out/SKILL.md · 52 lines

How it starts

The opening of the file, as written. The whole thing — 52 lines — stays where its author put it; the contents beside it link to each section on GitHub.

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

Decompose into atomic, independently-landable units. Sequence riskiest-unknown-first. Scaffold and verification come before features (the foundational-thinking principle skill).

  • Build the verification harness before the work, with the baseline captured from the pre-change state, so the check reads as "old value vs new value".
  • For one-way-door design decisions, run the architect skill (it runs arena). Skip it for mechanical work whose shape is already concrete. A second arena over a settled design is over-engineering (the laziness-protocol principle skill).
  • Decide what fans out. Parallelize only across seams, and give each worker its own worktree or branch (the separate-before-serializing-shared-state principle skill). Don't over-fan. Pick each subagent's reasoning level for the job, per the Subagents section of the poteto-mode skill.
  • Write the designed phase list down. That list is what the human reviews.

Read the full file on GitHub · 52 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 7d ago Changed b7912433f13a
  2. 10d ago Changed · -1 lines · -17 tokens per session b4358221ab0d
  3. 29d ago Changed 88ae794a0add
  4. 1mo ago Changed · -3 lines aa87afb2f145
  5. 1mo ago First seen · 56 lines · 80 tokens per session scan A f8c849040a02

Subscribe to this mod's changes

figure-it-out is a skill published in the GitHub repository michael-denyer/pstack-claude (3,302 stars, last pushed today), licensed MIT. It adds 63 tokens to every session and 884 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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