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meta-paper-write

Use this meta-skill instead of answering directly when the current user asks to draft or produce a new academic/research paper or LaTeX manuscript. It uses multi-skill orchestration for manuscript workflows that need source search, citation planning, experiment or figure/table placeholders, drafting, length checks, citation integrity, and LaTeX/PDF compilation. Ordinary paper requests use a compact draft path; explicit full/PDF/long-form requests use the full manuscript path. Do not use it to repair or compile an existing manuscript, or for web research reports, slide decks, document decisions, or generic plotting.

68

Quality

84%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

81%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 well-structured orchestration body that sequences a complex multi-skill pipeline with strong validation checkpoints and feedback loops. It is concise and actionable, with only minor opportunities to group the DAG into phases and trim a few redundant asides.

Suggestions

Group the 19 numbered steps into labeled phases (e.g. Collection, Planning, Drafting, Validation, Delivery) to aid navigation.

Remove a few redundant reassurances ('Zero matplotlib dependency', 'no fabricated numbers') that are already implied by the placeholder design.

DimensionReasoningScore

Conciseness

The body is a lean 19-step DAG with tight one-line-per-stage descriptions; minor trims are possible ('Zero matplotlib dependency', 'no fabricated numbers') but every token largely earns its place.

4 / 5

Actionability

Names concrete sub-skills, specific gates, real commands ('opensquilla skills meta runs show'), and exact LaTeX constructs ('\fbox{\parbox{...}}'); instruction-only but actionable, with minor gaps in how a reader invokes the meta-skill itself.

4 / 5

Workflow Clarity

A clearly ordered 19-step DAG with explicit validation gates (source_readiness_gate, citation_map, citation/publication gates, compile probe) and feedback loops (bounded page repair, revalidate-on-failure); validation is extensive so no destructive/batch cap applies.

5 / 5

Progressive Disclosure

No bundle files exist and the content is appropriately self-contained with clear sectioning (DAG, 'Removed from the previous version', default-path note); the single long numbered list could be grouped into phases for easier navigation.

4 / 5

Total

17

/

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, specific description with explicit trigger guidance and clear negative boundaries that distinguish it from adjacent skills. The main weakness is the second-person 'Use this meta-skill' phrasing, which violates the third-person-voice guideline and costs a specificity point.

Suggestions

Rewrite in third person to avoid the voice penalty, e.g. 'Orchestrates paper-specific skills to draft a new academic/research paper or LaTeX manuscript when the user asks to draft or produce one.'

Add a few natural synonyms ('thesis', '.tex', 'manuscript draft') to broaden trigger-term coverage.

DimensionReasoningScore

Specificity

Lists multiple concrete orchestration actions ('source search, citation planning, experiment or figure/table placeholders, drafting, length checks, citation integrity, and LaTeX/PDF compilation'), but the second-person imperative 'Use this meta-skill' triggers the voice penalty, reducing it from 5.

4 / 5

Completeness

Explicitly answers both what ('multi-skill orchestration for manuscript workflows...') and when ('when the current user asks to draft or produce a new academic/research paper or LaTeX manuscript'), plus negative boundaries ('Do not use it to...').

5 / 5

Trigger Term Quality

Natural user phrases are present ('draft or produce a new academic/research paper', 'LaTeX manuscript', 'full/PDF/long-form'), giving good coverage, though synonyms like 'thesis', '.tex', or 'report' are missing.

4 / 5

Distinctiveness Conflict Risk

Occupies a clear niche (academic manuscript orchestration) and explicitly excludes repair/compile of existing manuscripts, web research reports, slide decks, document decisions, and generic plotting, minimizing conflict risk.

5 / 5

Total

18

/

20

Passed

Validation

75%

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

Validation12 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

skill_md_line_count

SKILL.md is long (2050 lines); consider splitting into references/ and linking

Warning

metadata_version

'metadata.version' is missing

Warning

metadata_field

'metadata' should map string keys to string values

Warning

frontmatter_unknown_keys

Unknown frontmatter key(s) found; consider removing or moving to metadata

Warning

Total

12

/

16

Passed

Repository
TokenRhythm/opensquilla
Reviewed

Table of Contents

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