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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 create-skill + unslop, optionally pulling fresh evidence from recent transcripts.

74

Quality

91%

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.

A tightly written orchestrating skill: concrete commands, paths, and tool parameters; a clearly sequenced flow with user-facing checkpoints and feedback loops; and guardrails that are operational rather than aspirational. The only structural gap is that sibling-skill references (poteto-mode, create-skill, unslop) are by name only, without paths, keeping progressive disclosure at 4.

DimensionReasoningScore

Conciseness

The body is lean and operational throughout — no padding, no explanations of concepts Claude already knows, and rationale is given only where it changes behavior ("Don't glob across ~/.cursor/projects/*/. That crosses workspace boundaries and reads private chats from unrelated projects."). Every section earns its tokens; matches anchor 5 rather than anchor 4's "minor instances of over-explanation that could be trimmed".

5 / 5

Actionability

Concrete, executable specifics throughout: exact glob paths (`.cursor/skills/**/*-mode/SKILL.md`), a real command (`git log -1 --format=%cI <path>`), AskQuestion parameters (`allow_multiple: true`, 4-6 options), exact placement rules, and frontmatter formatting rules. For an instruction-only skill this is copy-paste-ready guidance; matches anchor 5.

5 / 5

Workflow Clarity

Steps 0-6 are clearly sequenced with branch logic for update-vs-fresh, explicit checkpoints (confirm intent via AskQuestion, cross-check signals across 2+ slices before elevating), and feedback loops ("Show the draft to the user and take feedback. Expect multiple iterations"; "Cut ruthlessly"). Anti-drift check: this fits anchor 5's explicit validation and feedback loops better than anchor 4's "minor validation gaps".

5 / 5

Progressive Disclosure

No bundle files exist, and the ~100-line body is well sectioned with nothing that clearly belongs in a separate file. The one gap: "The **poteto-mode** skill shows the shape. Read it for granularity." references a skill by name without a path, and create-skill/unslop are likewise name-only references — signal is clear but not path-resolvable. Good structure overall (anchor 4), short of anchor 5's "well-signaled one-level-deep references".

4 / 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: explicit 'Use for' triggers with natural quoted phrasings, third-person voice, and a concrete statement of what the skill does. The 'what' half is slightly less comprehensive than the trigger half, which keeps specificity at 4.

DimensionReasoningScore

Specificity

"Drafts or revises a personal -mode skill via create-skill + unslop, optionally pulling fresh evidence from recent transcripts" names several concrete actions (draft, revise, mine transcripts) with minor gaps in coverage — it doesn't convey the asking/clustering/iterating steps from the body. It sits above anchor 3 ("names domain and 1-2 concrete actions") but below anchor 5's comprehensiveness.

4 / 5

Completeness

It explicitly answers both: what ("Drafts or revises a personal -mode skill via create-skill + unslop, optionally pulling fresh evidence from recent transcripts") and when ("Use for \"automate me\", \"create/update/refresh my -mode skill\"...") with concrete trigger phrases. Matches anchor 5 exactly; anchor 4 would require the 'when' to be less explicit than it is.

5 / 5

Trigger Term Quality

Natural quoted phrasings — "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" — cover the obvious user utterances with synonym variation. Not the strongest fit for anchor 5 ("comprehensive coverage including synonyms and file extensions") since a few plausible phrasings (e.g. "codify my workflow", "capture how I work") are absent, but clearly above anchor 3's "missing common variations".

4 / 5

Distinctiveness Conflict Risk

Triggers on distinctive phrases like "automate me" and "-mode skill" that no generic authoring skill would fire on — a clear niche (personal working-style codification vs. task skills, which the body separates explicitly). Minimal conflict risk; matches anchor 5.

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
cursor/plugins
Reviewed

Table of Contents

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