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fireflies-migration-deep-dive

Migrate to Fireflies.ai from other meeting transcription platforms or legacy recording systems. Use when switching from Otter.ai, Rev, or custom transcription to Fireflies, or importing historical meeting data into the Fireflies ecosystem. Trigger with phrases like "migrate to fireflies", "switch from otter", "fireflies migration", "import meetings to fireflies", "fireflies replatform".

68

Quality

83%

Does it follow best practices?

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SecuritybySnyk

Passed

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SKILL.md
Quality
Evals
Security

Quality

Content

78%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 highly actionable with comprehensive executable code and a clearly sequenced migration workflow including validation. Its main weakness is progressive disclosure: all material is inlined in SKILL.md with no supporting reference files to offload detail.

Suggestions

Move the repetitive GraphQL mutation examples and field reference into a references/ file (e.g. GRAPHQL.md) and link to it from the steps to reduce SKILL.md length and improve progressive disclosure.

Add an explicit retry/fix loop after Step 6 validation — e.g. re-upload items in results.missing and re-validate — to turn the validation checkpoint into a true feedback loop and raise workflow clarity.

Consider extracting the Migration Types and Error Handling tables plus the adapter pattern into a separate ADVANCED.md, keeping SKILL.md as a concise overview that points one level deep.

DimensionReasoningScore

Conciseness

The body is dominated by executable code and concise tables rather than explanations of concepts Claude already knows; it is efficient with only minor trims possible, sitting just below the maximally lean anchor 5.

4 / 5

Actionability

Provides copy-paste-ready TypeScript with the real GraphQL endpoint, auth headers, rate limiting, and complete mutations covering batch upload, authenticated URLs, direct upload, webhooks, and validation — fully executable across the common cases.

5 / 5

Workflow Clarity

Seven steps are clearly sequenced (assess → upload → auth → direct → webhook → validate → adapter) with an explicit validation checkpoint in Step 6, satisfying the batch-operation validation requirement; the gap is the lack of an explicit retry/fix loop for missing items, keeping it below 5.

4 / 5

Progressive Disclosure

Content is well-organized into sections but at ~290 lines everything is inlined with no one-level-deep bundle file references (only external doc links and a Next Steps pointer), so structure is present but content that could be split remains inline.

3 / 5

Total

16

/

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.

The description clearly states the skill's purpose and trigger conditions with concrete competitor names and natural trigger phrases. It is well-structured, third-person, and distinguishes itself from generic transcription skills.

DimensionReasoningScore

Specificity

Names the domain (Fireflies.ai migration) and several concrete actions — 'switching from Otter.ai, Rev, or custom transcription' and 'importing historical meeting data' — with only minor coverage gaps, fitting the 'several specific actions' anchor rather than the fully comprehensive 5.

4 / 5

Completeness

Explicitly answers both what ('Migrate to Fireflies.ai from other meeting transcription platforms or legacy recording systems') and when (a 'Use when...' clause plus concrete 'Trigger with phrases like...' guidance), matching the anchor that requires concrete trigger phrases.

5 / 5

Trigger Term Quality

Lists natural trigger phrases users would say — 'migrate to fireflies', 'switch from otter', 'fireflies migration', 'import meetings to fireflies', 'fireflies replatform' — giving good keyword coverage with synonyms, though a few natural variants (e.g. 'move to', 'transfer') are absent.

4 / 5

Distinctiveness Conflict Risk

Targets a clear niche (Fireflies.ai migration) with distinct triggers naming specific competitors (Otter.ai, Rev), minimizing overlap with other skills.

5 / 5

Total

18

/

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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