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nanoresearch-writing

Draft a LaTeX research paper from all previous stage outputs

52

Quality

59%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Passed

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tessl review fix ./skills/nanoresearch-writing/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

65%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 concise and well-structured for a simple skill, but its workflow is a high-level outline without executable tool-call syntax or a validation feedback loop for the compile step.

Suggestions

Add concrete, executable examples of how to invoke generate_latex, generate_figure, and compile_pdf (arguments, expected outputs) so guidance is copy-paste ready.

Insert an explicit validation checkpoint with a feedback loop after compilation (e.g. 'If compile_pdf reports errors, read the log, fix the LaTeX source, and recompile until it succeeds').

Specify how inputs are parsed and where intermediate artifacts land so each Process step maps to a concrete file or tool call.

DimensionReasoningScore

Conciseness

The body is lean and well-sectioned with no over-explanation of concepts Claude already knows; only the descriptive Process sentences could be marginally tightened, keeping it just below a 5.

4 / 5

Actionability

It names the tools (generate_latex, compile_pdf, generate_figure) and input paths and sequences 13 steps, but provides no executable command syntax, code, or call examples, leaving key execution details unspecified.

3 / 5

Workflow Clarity

A clear 13-step sequence exists, but this batch operation has only a final 'verify the output' step and no validate→fix→retry feedback loop, capping workflow clarity at 3 per the batch-operation guideline.

3 / 5

Progressive Disclosure

The skill is under 50 lines, single-purpose, has no bundle files requiring references, and is organized into clear sections (Purpose, Tools, Input, Process, Output), satisfying the simple-skill exception for a 5.

5 / 5

Total

15

/

20

Passed

Description

53%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 clearly states what the skill does and sits in a recognizable niche, but it lacks an explicit trigger/"Use when" clause and natural keyword variants, which caps completeness and trigger-term quality at the midpoint.

Suggestions

Add an explicit 'Use when...' trigger clause, e.g. 'Use when assembling a LaTeX research paper from prior ideation, planning, and experiment outputs.'

Broaden trigger terms with synonyms and file extensions (e.g. 'manuscript', '.tex', 'write up', 'compile PDF') so users' natural phrasings match.

List the concrete deliverables beyond drafting (compile to PDF, generate figures/tables, build bibliography) to raise specificity.

DimensionReasoningScore

Specificity

Names the domain ("LaTeX research paper") and one concrete action ("Draft"), matching the anchor for 1-2 concrete actions, but offers no broader coverage of actions like compiling, figure generation, or bibliography handling.

3 / 5

Completeness

The "what" is clear (draft a LaTeX research paper), but there is no "Use when..." clause and the "when" is only weakly implied by "from all previous stage outputs", capping completeness at 3 per the rubric guideline.

3 / 5

Trigger Term Quality

Includes relevant natural terms ("LaTeX", "research paper", "Draft") a user might say, but lacks common synonyms or file extensions such as ".tex", "manuscript", or "write up".

3 / 5

Distinctiveness Conflict Risk

Targets a distinct niche (LaTeX research paper drafting within a staged pipeline) with low overlap risk; only minor overlap with adjacent writing or formatting skills keeps it below 5.

4 / 5

Total

13

/

20

Passed

Validation

93%

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

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository
OpenRaiser/NanoResearch
Reviewed

Table of Contents

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