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figure-it-out

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 via show-me-your-work. Use for /figure-it-out, 'figure it out', a large migration, or when no narrower playbook applies.

73

Quality

92%

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SKILL.md
Quality
Evals
Security

Quality

Content

92%Weight 40%Scale 1-5

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

An exceptionally disciplined instruction-only skill: lean, well-sequenced, with genuine validation checkpoints and feedback loops woven through every phase. The only gap is the absence of worked examples (a sample predicate, a sample trail row) that would make the abstract directives concrete.

Suggestions

Add one worked example of a falsifiable 'definition of done' predicate in Phase A (e.g., 'pytest tests/test_migration.py passes on all 43 call sites, 0 remaining references to the old API') to ground the abstraction.

Include a sample decision-trail TSV row (columns and one filled example) so the show-me-your-work log format is unambiguous without loading that skill.

DimensionReasoningScore

Conciseness

Lean and efficient throughout — dense imperative guidance ('Sequence riskiest-unknown-first so option value stays high', 'Inconclusive is not a pass') with zero padding and no explanation of concepts Claude already knows. Every token earns its place, matching the 5 anchor.

5 / 5

Actionability

Mostly executable guidance with concrete specifics ('Open a todolist whose first item is to read the Principles section of the **poteto-mode** skill', 'one canonical TSV with a row per decision and per unit', verdict labels 'VERIFIED, NOT VERIFIED, or INCONCLUSIVE'), but lacks worked examples — no sample falsifiable predicate or example TSV row — and some directives remain abstract ('Scales rigor to the task'). This sits between the fully-specified 5 and the incomplete 3.

4 / 5

Workflow Clarity

Clear Start → Phase A–E sequence with explicit validation checkpoints (falsifiable predicate defined in Phase A and checked 'on the real product' in Phase E, per-unit verification in Phase C) and error-recovery feedback loops ('If a worker games the gate, reset and harden the contract... keep it if it advanced, revert it if it didn't'). Matches the 5 anchor: sequence, explicit validation, and feedback loops for error recovery.

5 / 5

Progressive Disclosure

No bundle files exist and the body is 49 lines with clean section headers (## Start, ## Phase A–E) and clearly signaled one-level references to companion skills. Per the rubric's scoring note, an under-50-line skill with no need for external references scores 5 with well-organized sections.

5 / 5

Total

19

/

20

Passed

Description

87%Weight 40%Scale 1-5

Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.

A strong description with explicit what/when structure, concrete natural trigger phrases, and a clearly delimited fallback niche. The only weaknesses are the vague 'Scales rigor to the task' phrase and incomplete enumeration of what the playbook process actually involves.

DimensionReasoningScore

Specificity

Lists several concrete actions ('Design an auditable playbook', 'runs a hypothesis loop', 'logs decisions via show-me-your-work'), but 'Scales rigor to the task' is vague and coverage of the full workflow (framing, decomposition, verification) has minor gaps — a 4, not 5, and well above the 1-2-action level of a 3.

4 / 5

Completeness

Clearly answers both questions: the 'what' ('Design an auditable playbook... scales rigor, runs a hypothesis loop, and logs decisions') and an explicit 'when' with concrete trigger phrases ('Use for /figure-it-out, "figure it out", a large migration, or when no narrower playbook applies').

5 / 5

Trigger Term Quality

Includes natural phrases users would say ('figure it out', 'a large migration', '/figure-it-out') plus an explicit fallback trigger, but misses common synonyms a user might naturally use like 'big refactor', 'risky change', or 'multi-part change' — good coverage with a few natural terms missing.

4 / 5

Distinctiveness Conflict Risk

The description explicitly carves out a fallback niche ('when no narrower one fits', 'when no narrower playbook applies') with distinct triggers, minimizing overlap with narrower skills that handle the single-unit versions of these tasks.

5 / 5

Total

18

/

20

Passed

Validation

100%

Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.

Validation — 16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository

adamsardo/pstack-claude

Path

plugins/pstack/skills/figure-it-out/SKILL.md

Reviewed

Table of Contents

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