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automate-me

Use for "automate me", "create/update/refresh my -mode skill", "turn/capture my preferences or working style into a skill", or wanting agents to follow how the user works. Drafts or revises a personal -mode skill via skill-creator + unslop, optionally pulling fresh evidence from recent transcripts.

76

Quality

95%

Does it follow best practices?

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SecuritybySnyk

Passed

No findings from the security scan

SKILL.md
Quality
Evals
Security

Quality

Content

96%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.

This is a tightly written orchestration skill: every step carries concrete commands, paths, or parameters, validation checkpoints and user feedback loops are explicit throughout, and it deliberately references sibling skills instead of inlining them. The only structural weakness is that its external references are by name without paths, leaving navigation slightly ambiguous.

DimensionReasoningScore

Conciseness

The body spends its tokens only on non-obvious specifics ("~/.claude/projects/<project>/*.jsonl, where <project> is the working directory's absolute path with every non-alphanumeric character replaced by -") and keeps rationale to single clauses ("Lower cognitive load, higher hit rate"). Lean and operational throughout, matching the 5 anchor; anchor 4 would require trimmable over-explanation, which is absent.

5 / 5

Actionability

Concrete, executable guidance everywhere: a copy-paste command ("git log -1 --format=%cI <path>"), exact placement (".claude/skills/<handle>-mode/SKILL.md"), tool parameters ("2-4 options each ... multiSelect: true"), and slicing direction ("last 2-4 weeks, split into 3 slices"). For an orchestration skill this is fully actionable, matching the 5 anchor; 4 would need gaps in the common-case path, which aren't there.

5 / 5

Workflow Clarity

Steps 0-6 are clearly sequenced with explicit checkpoints and feedback loops: confirm intent in step 0, "Cross-check across slices before elevating a signal", "Show the draft to the user and take feedback. Expect multiple iterations", and PR review in step 6. The signal list and section list function as checklists, matching the 5 anchor; no destructive or batch operation applies, so no cap is triggered.

5 / 5

Progressive Disclosure

A well-organized single file with clearly signaled references to other skills ("The poteto-mode skill shows the shape. Read it for granularity") and an explicit "Reference files" section, reinforced by the "Reference, don't inline" guardrail. However, the referenced skills are named without resolvable paths and no bundle files exist in this skill's directory, so navigation is not fully unambiguous — anchor 4 rather than 5.

4 / 5

Total

19

/

20

Passed

Description

91%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: it leads with explicit 'Use for' triggers that include natural phrasing variants, and follows with a concrete statement of what it does. The only weaknesses are minor — a slight coverage gap on the actions it orchestrates and some overlap risk with the sibling skill-creator skill.

DimensionReasoningScore

Specificity

"Drafts or revises a personal -mode skill via skill-creator + unslop, optionally pulling fresh evidence from recent transcripts" names several concrete actions, but the mining and structured-interview activities are only implied by trigger phrasings. Matches anchor 4 (several specific actions, minor coverage gaps), not 3 (more than 1-2 actions) or 5 (the full workflow isn't enumerated).

4 / 5

Completeness

Explicitly answers both questions: what ("Drafts or revises a personal -mode skill via skill-creator + unslop, optionally pulling fresh evidence from recent transcripts") and when ("Use for ..." followed by four concrete trigger phrases). This matches the 5 anchor exactly; 4 would require the 'when' to be less explicit than it is.

5 / 5

Trigger Term Quality

Four distinct natural trigger phrasings with synonyms built in: "automate me", "create/update/refresh my -mode skill", "turn/capture my preferences or working style into a skill", "wanting agents to follow how the user works". Comprehensive for this domain; no common user phrasing is obviously missing, so it fits the 5 anchor rather than 4.

5 / 5

Distinctiveness Conflict Risk

"automate me" and "-mode skill" are distinctive niche triggers, but "create/update/refresh my -mode skill" overlaps with the closely related skill-creator skill for generic skill-creation asks. Anchor 4 (mostly distinct, minor overlap risk with a closely related skill) fits better than 5, whose example implies minimal conflict risk.

4 / 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/automate-me/SKILL.md

Reviewed

Table of Contents

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