Configure Fireflies.ai across dev, staging, and production with isolated API keys. Use when setting up multi-environment deployments, managing per-env secrets, or implementing environment-specific Fireflies configurations. Trigger with phrases like "fireflies environments", "fireflies staging", "fireflies dev prod", "fireflies environment setup", "fireflies config by env".
68
83%
Does it follow best practices?
Impact
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No eval scenarios have been run
Passed
No known issues
Quality
Discovery
89%Based on the skill's description, can an agent find and select it at the right time? Clear, specific descriptions lead to better discovery.
This is a well-structured skill description with strong completeness and distinctiveness. It explicitly provides both 'Use when' and 'Trigger with' clauses, and the niche is clearly defined around Fireflies.ai multi-environment setup. The main weakness is that the specific capabilities could be more granular — listing concrete actions beyond 'configure' and 'manage secrets' would strengthen the specificity dimension.
Suggestions
Add more concrete actions to improve specificity, e.g., 'Generate environment-specific API key configurations, set up webhook endpoints per environment, validate connectivity across dev/staging/prod.'
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | It names the domain (Fireflies.ai multi-environment configuration) and mentions some actions like 'configure', 'managing per-env secrets', and 'implementing environment-specific configurations', but doesn't list multiple concrete distinct actions (e.g., rotate keys, validate configs, deploy webhooks). | 2 / 3 |
Completeness | Clearly answers both 'what' (configure Fireflies.ai across dev/staging/production with isolated API keys) and 'when' (explicit 'Use when' clause plus 'Trigger with phrases' section providing concrete trigger guidance). | 3 / 3 |
Trigger Term Quality | Excellent coverage of natural trigger terms including 'fireflies environments', 'fireflies staging', 'fireflies dev prod', 'fireflies environment setup', 'fireflies config by env'. These are phrases users would naturally say when needing this skill. | 3 / 3 |
Distinctiveness Conflict Risk | Highly distinctive — the combination of Fireflies.ai specifically with multi-environment configuration creates a very clear niche that is unlikely to conflict with other skills. The trigger terms are specific to this exact use case. | 3 / 3 |
Total | 11 / 12 Passed |
Implementation
77%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This is a solid, actionable skill with executable code across multiple platforms and a clear multi-step workflow with validation. Its main weakness is length—the full client implementation and multi-platform secret management sections could be offloaded to separate files for better progressive disclosure. The content is slightly verbose but generally earns its tokens with concrete, platform-specific guidance.
Suggestions
Extract the platform-specific secret management examples (GitHub Actions, GCP) into a separate SECRETS.md file and reference it from the main skill to improve progressive disclosure.
Consider trimming the Fireflies client implementation (Step 2) to just the key patterns (auth header, timeout, debug logging) rather than a full implementation, since Claude can construct a fetch wrapper from minimal guidance.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The skill is reasonably well-structured but includes some unnecessary verbosity. The full client implementation in Step 2 is somewhat excessive—Claude could infer a fetch wrapper given the config. The error handling table and output section add moderate value but could be tighter. | 2 / 3 |
Actionability | The skill provides fully executable TypeScript code, concrete bash commands for GCP Secret Manager, specific GitHub Actions YAML, and environment variable naming conventions. All code is copy-paste ready with real patterns. | 3 / 3 |
Workflow Clarity | The 5-step sequence is clearly ordered from config definition through client creation, secret management, startup validation, and webhook registration. Step 4 provides an explicit fail-fast validation checkpoint with Zod schema parsing, creating a proper feedback loop for misconfiguration. | 3 / 3 |
Progressive Disclosure | The content is well-organized with clear sections and a summary table, but it's a long monolithic file (~180 lines of content) with no bundle files to offload detail into. The full client implementation and platform-specific secret management could be split into referenced files. The 'Next Steps' reference to 'fireflies-deploy-integration' is unverifiable. | 2 / 3 |
Total | 10 / 12 Passed |
Validation
81%Checks the skill against the spec for correct structure and formatting. All validation checks must pass before discovery and implementation can be scored.
Validation — 9 / 11 Passed
Validation for skill structure
| Criteria | Description | Result |
|---|---|---|
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 | 9 / 11 Passed | |
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Table of Contents
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