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meeting-analyzer

Analyzes meeting transcripts and recordings to surface behavioral patterns, communication anti-patterns, and actionable coaching feedback. Use this skill whenever the user uploads or points to meeting transcripts (.txt, .md, .vtt, .srt, .docx), asks about their communication habits, wants feedback on how they run meetings, requests speaking ratio analysis, mentions filler words or conflict avoidance, or wants to compare their communication across time periods. Also trigger when users mention tools like Granola, Otter, Fireflies, or Zoom transcripts. Even if the user just says "look at my meetings" or "how do I come across in meetings" — use this skill.

74

Quality

93%

Does it follow best practices?

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SecuritybySnyk

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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.

An exceptionally actionable, well-sequenced instruction-only skill: every analysis module is backed by concrete thresholds, word lists, and output templates, and the workflow includes real validation checkpoints. The main improvement opportunities are trimming peripheral sections and moving reference-heavy detail (marker dictionaries, source-export tips) into separate files for progressive disclosure.

Suggestions

Move the hedging/filler word dictionaries and the 'Transcript Source Tips' section into a one-level-deep references/ file (e.g., references/markers.md) so the main SKILL.md stays a lean overview with well-signaled pointers.

Trim the contributor attribution blockquote and the 'Related Skills' table, or fold them into a brief footer, to reduce always-loaded tokens that don't instruct.

In the frontmatter description, drop or qualify 'and recordings' — the body only handles transcripts, so the current wording slightly over-claims capability.

DimensionReasoningScore

Conciseness

The body is dense and almost every line instructs — thresholds ('User speaks > 60% in a 1:many meeting', 'rate exceeds ~3 per 100 words'), marker dictionaries, and a concrete output skeleton — with no padding that explains concepts Claude already knows. It is not a 5: the contributor attribution line, the 'Related Skills' cross-reference table, and the user-facing 'Transcript Source Tips' section are minor instances that could be trimmed or moved.

4 / 5

Actionability

Fully actionable for an instruction-only skill: exact quantitative thresholds (60% speaking share, 2-second interruption window, 3 fillers per 100 words), explicit hedging/filler word lists, a question-classification taxonomy with worked examples ('Don't you think we should ship sooner?' for leading), a normalization data structure, and a copy-paste report skeleton. No missing key details; guidance is executable end-to-end.

5 / 5

Workflow Clarity

A clear 5-step sequence (Ingest & Inventory → Normalize → Analyze → Output → Follow-Up) with explicit checkpoints: 'Print a brief inventory table so the user confirms scope before heavy analysis begins', 'ask if ambiguous... Don't guess' for user identity, and graceful-degradation rules ('If timestamps are missing, degrade gracefully — skip timing-dependent metrics') plus a dedicated Edge Cases section. Feedback and checkpoint structure matches the top anchor.

5 / 5

Progressive Disclosure

No bundle files exist; the single SKILL.md is well organized with clear section headers, module delimiters, and tables, making navigation easy — good structure with most content appropriately placed. Not a 5: at ~250 lines, self-contained material like the per-module marker dictionaries and the 'Transcript Source Tips' section would benefit from being split into one-level-deep reference files to slim the always-loaded overview.

4 / 5

Total

18

/

20

Passed

Description

95%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 that explicitly states both capabilities and trigger conditions with unusually good natural-language trigger coverage, including colloquial phrasings and tool names. The only blemish is the 'recordings' claim, which the skill body does not support.

DimensionReasoningScore

Specificity

The description lists several specific actions ('Analyzes meeting transcripts and recordings to surface behavioral patterns, communication anti-patterns, and actionable coaching feedback', 'requests speaking ratio analysis', 'compare their communication across time periods'), but it claims to analyze 'recordings' with no supporting capability in the body and some actions remain abstract, which leaves minor gaps in coverage. Not a 5 because comprehensiveness is dented by the unsupported 'recordings' claim; not a 3 because multiple concrete, distinct capabilities are clearly named.

4 / 5

Completeness

Both what ('surface behavioral patterns, communication anti-patterns, and actionable coaching feedback') and when ('Use this skill whenever the user uploads or points to meeting transcripts...', 'Also trigger when users mention tools like Granola, Otter, Fireflies, or Zoom') are explicitly and concretely answered. This mirrors the 5 anchor's structure of clear what followed by explicit trigger phrases.

5 / 5

Trigger Term Quality

Comprehensive natural-term coverage including file extensions ('.txt', '.md', '.vtt', '.srt', '.docx'), colloquial phrases users would actually say ('look at my meetings', 'how do I come across in meetings'), and tool names (Granola, Otter, Fireflies, Zoom). Matches the anchor's comprehensive coverage including synonyms and extensions; nothing common is missing.

5 / 5

Distinctiveness Conflict Risk

The meeting-transcript-analysis niche is clear and triggers (transcript file types, named tools, meeting-specific phrases) are distinct and unlikely to fire for the wrong skill. Only very minor theoretical overlap with general communication-coaching skills, fitting the 'clear niche with distinct triggers' anchor.

5 / 5

Total

19

/

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

alirezarezvani/claude-skills

Path

project-management/skills/meeting-analyzer/SKILL.md

Reviewed

Table of Contents

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