granola-cost-tuning
Optimize Granola costs — plan selection, ROI calculation, seat management, and billing strategies for individuals and teams. Trigger: "granola cost", "granola pricing", "granola plan selection", "save money granola", "granola ROI", "granola subscription".
78
75%
Does it follow best practices?
Impact
Pending
No eval scenarios have been run
Passed
No known issues
Optimize this skill with Tessl
npx tessl skill review --optimize ./plugins/saas-packs/granola-pack/skills/granola-cost-tuning/SKILL.mdQuality
Discovery
100%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-crafted skill description that clearly defines its scope (Granola cost optimization), lists specific capabilities, and provides explicit trigger terms. The description is concise, uses third-person voice, and would be easily distinguishable from other skills in a large skill library.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | Lists multiple specific concrete actions: plan selection, ROI calculation, seat management, and billing strategies. These are distinct, actionable capabilities. | 3 / 3 |
Completeness | Clearly answers 'what' (optimize costs via plan selection, ROI calculation, seat management, billing strategies) and 'when' (explicit trigger terms listed). The 'Trigger:' clause serves as an explicit 'Use when' equivalent. | 3 / 3 |
Trigger Term Quality | Includes natural keywords users would say: 'granola cost', 'granola pricing', 'save money granola', 'granola ROI', 'granola subscription', 'granola plan selection'. Good coverage of natural variations. | 3 / 3 |
Distinctiveness Conflict Risk | Highly distinctive — targets a specific product (Granola) and a specific domain (cost optimization/pricing). Very unlikely to conflict with other skills due to the product-specific focus. | 3 / 3 |
Total | 12 / 12 Passed |
Implementation
50%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
This is a moderately well-structured cost optimization guide with useful specific pricing data and templates. Its main weaknesses are verbosity (explaining calculations Claude could derive, competitor comparisons that may go stale) and lack of validation checkpoints in the workflow. The content would benefit from being trimmed and having verification steps added to the seat management and billing optimization workflows.
Suggestions
Add validation checkpoints after seat deactivation and billing changes (e.g., 'Verify in Settings > Billing that the next invoice reflects the reduced seat count')
Trim the ROI calculation section — Claude can do arithmetic; just provide the formula and key assumptions (15 min saved per meeting, break-even at ~1 meeting/month)
Move the competitor comparison table and business case template to separate reference files to reduce the main skill's token footprint
Remove explanations of obvious concepts like what ROI means or how to multiply hours by rates — trust Claude's competence with basic math
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | The skill contains useful information but is verbose in places. The competitor comparison table, business case template, and adjacent costs section add bulk that Claude could largely generate on its own. The ROI calculation walkthrough is somewhat padded with obvious arithmetic. However, the pricing tiers and specific dollar amounts are genuinely useful reference data. | 2 / 3 |
Actionability | The skill provides fill-in-the-blank templates and specific dollar figures, which is helpful. However, there's no executable code or automation — it's all manual calculation templates and general advice like 'review all active seats' and 'contact sales.' The guidance is concrete enough to follow but not copy-paste executable in any technical sense. | 2 / 3 |
Workflow Clarity | Steps are clearly numbered and sequenced, but there are no validation checkpoints or feedback loops. For a cost optimization workflow, there's no verification step like 'confirm billing reflects changes' or 'validate seat count matches expected after deactivation.' The seat audit in Step 3 comes closest but lacks explicit verification. | 2 / 3 |
Progressive Disclosure | The content is well-structured with clear sections and tables, and references external resources and a next-step skill. However, the skill is quite long (~150 lines of content) and could benefit from splitting the business case template and competitor comparison into separate reference files. No bundle files exist to offload detail into. | 2 / 3 |
Total | 8 / 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 | |
- Commit
3a2d27d
- Reviewed
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