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loopx-material

Operate an explicitly activated LoopX Material Lifecycle for a connected project. Use for material-store inventory, lossless migration, candidate/archive transitions, exact-read-backed ranking, ranked-entry rebuilds, bounded Explore intake, owner-gated apply, rollback, and audit. Do not use for ordinary one-off reading or research when the project has not activated Material Lifecycle.

68

Quality

81%

Does it follow best practices?

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

77%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.

The content is well-structured, concise, and highly actionable with a strong validation-backed workflow. Its chief limitation is progressive disclosure: everything is inlined in one file with no supporting bundle files or external references to split out detail.

Suggestions

Move the Project Adapter Contract and Completion Evidence checklists into a separate reference file (e.g. references/adapter-contract.md) and link to it, reducing SKILL.md length and improving navigation.

Extract the detailed Apply gate and Stop Conditions into a references/ file while keeping a concise summary inline, so the overview points one level deep to detail.

DimensionReasoningScore

Conciseness

The body is dense and instruction-forward with no padding about basic concepts; a few sentences restate invariants already implied elsewhere, keeping it just short of fully lean.

4 / 5

Actionability

Concrete CLI commands ('loopx start-goal --guided', 'loopx material-lifecycle architecture --format json', 'loopx project-skill install ...') and explicit lifecycle transitions make most guidance executable, though some sections remain abstract rather than command-backed.

4 / 5

Workflow Clarity

An 8-step numbered workflow with explicit validation checkpoints (the Apply gate, Stop Conditions, 'repair or roll back before reporting complete') provides clear sequencing and feedback loops for destructive operations.

5 / 5

Progressive Disclosure

All content lives in a single monolithic SKILL.md with no references/, scripts/, or assets/ bundle files and no one-level-deep references; the body is well-sectioned but nothing is split out for navigation.

3 / 5

Total

16

/

20

Passed

Description

85%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.

The description is specific, complete, and highly distinct, with clear what/when guidance and an explicit anti-trigger. Its main weakness is trigger-term quality: the keywords are specialized jargon rather than natural user phrasing.

Suggestions

Add a few natural-language trigger phrases users would actually say (e.g. 'migrate the material store', 'archive old candidates', 'rerank the reading list') alongside the technical terms.

Include common synonyms or everyday equivalents for jargon like 'exact-read-backed ranking' and 'owner-gated apply' to improve keyword recall.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'material-store inventory, lossless migration, candidate/archive transitions, exact-read-backed ranking, ranked-entry rebuilds, bounded Explore intake, owner-gated apply, rollback, and audit' — giving comprehensive coverage of the skill's capabilities.

5 / 5

Completeness

Explicitly answers both what ('Operate...material-store inventory, migration...rollback, and audit') and when ('Use for... Do not use for ordinary one-off reading or research when the project has not activated Material Lifecycle').

5 / 5

Trigger Term Quality

Terms like 'exact-read-backed ranking', 'owner-gated apply', and 'candidate/archive transitions' are domain jargon rather than phrases users naturally say; common variations and synonyms are largely missing.

3 / 5

Distinctiveness Conflict Risk

A narrow, clearly bounded niche with an explicit anti-trigger ('Do not use for ordinary one-off reading or research') makes conflict with other skills minimal.

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.

Validation16 / 16 Passed

Validation for skill structure

No warnings or errors.

Repository
huangruiteng/CS-Notes
Reviewed

Table of Contents

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