find-skills
Helps users discover and install agent skills when they ask questions like "how do I do X", "find a skill for X", "is there a skill that can...", or express interest in extending capabilities. This skill should be used when the user is looking for functionality that might exist as an installable skill.
82
66%
Does it follow best practices?
Impact
86%
7.16xAverage score across 8 eval scenarios
Advisory
Suggest reviewing before use
Optimize this skill with Tessl
npx tessl skill review --optimize ./skills/find-skills/SKILL.mdQuality
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 solid description with excellent trigger terms and clear 'when to use' guidance. Its main weakness is that the 'what' portion could be more specific about the concrete actions performed (e.g., searching a skill registry, listing available skills, running installation commands). The description effectively carves out a distinct niche that won't conflict with other skills.
Suggestions
Add more specific concrete actions like 'searches skill registries, lists available skills, compares options, and runs installation commands' to improve specificity.
| Dimension | Reasoning | Score |
|---|---|---|
Specificity | The description names the domain (discovering and installing agent skills) and some actions (discover, install), but doesn't list specific concrete actions like searching a registry, listing available skills, comparing skills, or configuring installed skills. | 2 / 3 |
Completeness | Clearly answers both 'what' (helps users discover and install agent skills) and 'when' (when users ask questions like 'how do I do X', 'find a skill for X', or express interest in extending capabilities). Explicit trigger guidance is provided. | 3 / 3 |
Trigger Term Quality | Includes strong natural trigger phrases users would actually say: 'how do I do X', 'find a skill for X', 'is there a skill that can...', 'extending capabilities', 'install'. These closely match real user language patterns. | 3 / 3 |
Distinctiveness Conflict Risk | This skill has a very clear niche — skill discovery and installation — that is unlikely to conflict with other skills. The trigger terms are specific to meta-level capability extension rather than any particular task domain. | 3 / 3 |
Total | 11 / 12 Passed |
Implementation
42%Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.
The skill provides genuinely actionable guidance with concrete commands and realistic examples, which is its strongest aspect. However, it is significantly over-explained for its target audience (Claude), with verbose sections that describe concepts and workflows that could be conveyed in a fraction of the tokens. The content would benefit from aggressive trimming and better structural organization.
Suggestions
Cut the 'When to Use This Skill' and 'What is the Skills CLI?' sections down to 2-3 lines total — Claude doesn't need detailed trigger conditions or explanations of what a package manager is.
Collapse the 4-step workflow into a concise decision tree: search → present results with install command → handle no-results case. Remove the verbose example responses.
Move the categories table and search tips to a separate reference file or remove them entirely — Claude can infer appropriate search terms from user queries.
Add a post-install verification step (e.g., confirming the skill appears in the installed list) to strengthen the workflow.
| Dimension | Reasoning | Score |
|---|---|---|
Conciseness | Significant verbosity throughout. The 'When to Use This Skill' section explains triggering conditions Claude can infer. 'What is the Skills CLI?' explains package manager concepts Claude already knows. The 'How to Help Users Find Skills' section over-explains a simple search-present-install workflow with excessive example responses and step-by-step hand-holding. The common categories table and tips section add bulk without proportional value. | 1 / 3 |
Actionability | Provides fully executable commands (`npx skills find [query]`, `npx skills add <owner/repo@skill> -g -y`), concrete examples mapping user requests to search queries, and realistic output examples. The commands are copy-paste ready with clear flag explanations. | 3 / 3 |
Workflow Clarity | The 4-step workflow (understand → search → present → install) is clearly sequenced, but there's no validation checkpoint after installation (e.g., verifying the skill was installed correctly, testing it works). The 'When No Skills Are Found' fallback is a nice touch, but the main happy path lacks verification steps. | 2 / 3 |
Progressive Disclosure | Monolithic wall of text with no bundle files or references to external documents. All content is inline including the categories table, tips, and example responses that could be separated. For a skill of this length (~100 lines of substantive content), the lack of any structural separation is a weakness. | 1 / 3 |
Total | 7 / 12 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 — 11 / 11 Passed
Validation for skill structure
No warnings or errors.
- Repository
- tibelf/ai_project_init
- Commit
56f4516
- Reviewed
Table of Contents
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