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fireflies-cost-tuning

Optimize Fireflies.ai subscription costs through seat auditing, selective recording, and plan sizing. Use when analyzing Fireflies.ai billing, reducing per-seat costs, or implementing usage monitoring and right-sizing. Trigger with phrases like "fireflies cost", "fireflies billing", "reduce fireflies costs", "fireflies pricing", "fireflies expensive", "fireflies budget".

64

Quality

78%

Does it follow best practices?

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Adds up to 20 points to the overall score

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SecuritybySnyk

Passed

No findings from the security scan

Fix and improve this skill with Tessl

tessl review fix ./plugins/saas-packs/fireflies-pack/skills/fireflies-cost-tuning/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

57%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 reasonably actionable, well-sectioned skill body that supplies genuinely domain-specific Fireflies pricing and API detail. Its main weaknesses are duplicated/verbose code, missing validation around destructive transcript deletion and seat removal, and a dangling reference to a nonexistent architecture file.

Suggestions

Add validation/confirmation checkpoints before destructive batch operations: in Step 3, dry-run or list-then-confirm before deleteOldTranscripts, and in Step 1 confirm before removing seats (e.g., require explicit user approval of the inactive-seat list).

Remove the Step 1 duplication — keep either the bash curl or the TypeScript seat-utilization function, not both — and trim the verbose console.log blocks to tighten token usage.

Either create the referenced fireflies-reference-architecture bundle file (under references/) or remove the dangling 'Next Steps' pointer so navigation does not lead to a missing resource.

DimensionReasoningScore

Conciseness

Mostly purposeful and domain-specific (pricing, rate limits, plan tiers Claude would not know), but Step 1 duplicates the seat audit in both a bash curl block and a verbose TypeScript function, and the TS examples carry redundant console.log scaffolding that could be trimmed.

3 / 5

Actionability

Concrete, mostly executable guidance throughout — a real curl GraphQL query, TypeScript functions, and YAML decision matrices with specific rate-limit handling — but the undefined firefliesQuery helper is a minor gap preventing fully copy-paste-ready code.

4 / 5

Workflow Clarity

Five steps are clearly sequenced, but Step 3's deleteOldTranscripts and Step 1's seat removal are destructive/batch operations with no validation, dry-run, or confirmation checkpoint, which per the rubric caps workflow clarity at 3.

3 / 5

Progressive Disclosure

Section structure is clear, but all code is inlined (no bundle files exist) and the 'Next Steps' reference to fireflies-reference-architecture points to a nonexistent file, leaving references present but not resolvable.

3 / 5

Total

13

/

20

Passed

Description

100%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, well-constructed description that names concrete capabilities, supplies explicit 'Use when' guidance, and includes a comprehensive set of natural trigger phrases scoped to a specific product. No significant defects.

DimensionReasoningScore

Specificity

Lists multiple concrete actions — 'seat auditing, selective recording, and plan sizing' plus 'usage monitoring and right-sizing' — giving comprehensive coverage of the cost-optimization domain rather than a single generic verb.

5 / 5

Completeness

Explicitly answers both 'what' (optimize Fireflies.ai subscription costs via seat auditing, selective recording, plan sizing) and 'when' ('Use when analyzing Fireflies.ai billing... Trigger with phrases like...'), with concrete trigger phrases.

5 / 5

Trigger Term Quality

Six natural trigger phrases are provided ('fireflies cost', 'fireflies billing', 'reduce fireflies costs', 'fireflies pricing', 'fireflies expensive', 'fireflies budget'), covering synonyms a user would actually say; no file extensions apply to this SaaS context.

5 / 5

Distinctiveness Conflict Risk

Tightly scoped to the named product Fireflies.ai with every trigger containing 'fireflies', giving a clear niche with minimal overlap risk against other skills.

5 / 5

Total

20

/

20

Passed

Validation

87%

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

Validation14 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

allowed_tools_field

'allowed-tools' contains unusual tool name(s)

Warning

frontmatter_unknown_keys

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

Warning

Total

14

/

16

Passed

Repository
jeremylongshore/claude-code-plugins-plus-skills
Reviewed

Table of Contents

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