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session-to-skill

Use when the user wants to turn one or more Entire-tracked sessions, checkpoints, or repeated agent workflows into a reusable agent skill.

70

Quality

88%

Does it follow best practices?

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

88%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 highly actionable, well-sequenced process skill with concrete commands, explicit user-confirmation checkpoints, and guarded file writes. The only meaningful improvements are structural: mild redundancy between the Rules and Workflow sections, and some reference-worthy material kept inline.

DimensionReasoningScore

Conciseness

The body is dominated by concrete commands and templates and assumes Claude's competence throughout — no concept explanations. Minor trimmable redundancy exists: the Rules section restates workflow steps (Rule 5 vs. step 6, Rule 4 vs. step 2), and the 10-line example response block could be shortened.

4 / 5

Actionability

Fully executable guidance throughout: 'entire search "<workflow terms>" --json', 'entire explain --checkpoint <checkpoint-id> --full --no-pager', 'entire session current', the metadata path '.git/entire-sessions/<session-id>.json', and copy-paste grep pipelines with head/tail/cut. Templates for the SKILL.md frontmatter and install prompt cover the common cases.

5 / 5

Workflow Clarity

Six clearly sequenced steps with explicit validation checkpoints: confirm the pattern and source set before expanding transcripts, confirm the skill name, 'Only write files after the user chooses a destination', and 'If the destination already exists, ask before overwriting'. Search failures have explicit fallback handling, and the risky operation (writing files) is fully gated.

5 / 5

Progressive Disclosure

A well-sectioned, single-level structure with no nested or buried references, and all process guidance is appropriately inline for a workflow skill. However, ~200 lines all live in SKILL.md; the transcript-extraction command set and the install-options template are separable material that could move to a reference file to slim the overview.

4 / 5

Total

18

/

20

Passed

Description

82%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 an explicit, multi-source 'Use when' trigger clause and a distinct niche. Its main weakness is thin action coverage — it states the end transformation but not the intermediate actions (search history, extract patterns, draft, install) that would make the capability fully concrete.

Suggestions

Enumerate 2-3 concrete intermediate actions in the description, e.g. 'Searches Entire session history, extracts the repeated workflow, and drafts a reusable SKILL.md. Use when...' — this would lift specificity from one action verb to several.

Add one or two natural trigger variations users might actually phrase, such as 'create a skill from my sessions' or 'make this workflow reusable', to broaden trigger-term coverage.

DimensionReasoningScore

Specificity

The description names its domain (Entire-tracked sessions, checkpoints, repeated agent workflows) but only one concrete action — 'turn ... into a reusable agent skill'. It matches the anchor for naming a domain with 1-2 concrete actions without comprehensive coverage; the enumerated source types add input specificity, not additional actions.

3 / 5

Completeness

It explicitly answers both questions: what ('turn ... into a reusable agent skill') and when ('Use when the user wants to turn one or more Entire-tracked sessions, checkpoints, or repeated agent workflows into...'). The 'when' clause lists three concrete trigger sources, matching the top anchor.

5 / 5

Trigger Term Quality

Natural phrases like 'sessions', 'checkpoints', 'repeated agent workflows', and 'reusable agent skill' map well to what a user would say. Coverage is good but misses common variations such as 'SKILL.md', 'create a skill from', or 'make this workflow reusable'.

4 / 5

Distinctiveness Conflict Risk

'Entire-tracked sessions, checkpoints' carves a clear niche with distinct triggers; the only conceivable overlap is with other Entire-specific skills, so conflict risk is minimal.

5 / 5

Total

17

/

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

SnowingFox/ai-skills

Path

.agents/skills/session-to-skill/SKILL.md

Reviewed

Table of Contents

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