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add-pdf-reader

Add PDF reading to NanoClaw agents. Extracts text from PDFs via pdftotext CLI. Handles WhatsApp attachments, URLs, and local files.

68

Quality

81%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

SKILL.md
Quality
Evals
Security

Quality

Content

92%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 body is a tight, highly executable install-and-verify runbook with explicit validation and error-recovery guidance. Only minor conciseness trims would improve it.

DimensionReasoningScore

Conciseness

Mostly lean command-driven content with a few over-explanatory lines (merge-conflict intent guidance, agent-browser suggestion) that could be trimmed.

4 / 5

Actionability

Fully executable, copy-paste-ready commands throughout (git remote/fetch/merge with fallback, build, vitest, container build, restart) covering the common cases.

5 / 5

Workflow Clarity

Clear phased sequence with explicit validation checkpoints (build + vitest), a retry loop for merge conflicts, and a verify/troubleshooting checklist for error recovery.

5 / 5

Progressive Disclosure

Self-contained runbook with no bundle files needed, organized into clear phase and section headers with easy navigation and no nested references.

5 / 5

Total

19

/

20

Passed

Description

70%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, action-oriented, and clearly niche-scoped, but it omits an explicit 'Use when...' trigger clause, which caps its completeness. Adding trigger guidance and a file-extension synonym would round it out.

Suggestions

Append an explicit trigger clause, e.g. 'Use when a NanoClaw agent needs to read PDFs from WhatsApp attachments, URLs, or local files.'

Add the .pdf extension or 'document' synonym to broaden natural trigger-term coverage.

Optionally name one more capability (e.g. metadata via pdfinfo) to push specificity toward comprehensive coverage.

DimensionReasoningScore

Specificity

Lists several concrete actions ('Extracts text from PDFs via pdftotext CLI', 'Handles WhatsApp attachments, URLs, and local files') with only minor coverage gaps.

4 / 5

Completeness

Has a clear 'what' but no explicit 'Use when...' trigger clause, so per guideline completeness is capped at 3.

3 / 5

Trigger Term Quality

Good natural keyword coverage (PDF, PDFs, WhatsApp attachments, URLs, local files) but misses the .pdf extension and 'document' synonym.

4 / 5

Distinctiveness Conflict Risk

Highly niche (NanoClaw agents, WhatsApp attachments, PDFs via pdftotext) with distinct triggers and minimal overlap risk.

5 / 5

Total

16

/

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
jbaruch/nanoclaw-telegram
Reviewed

Table of Contents

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