CtrlK
BlogDocsLog inGet started
Tessl Logo

agentfolio

Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory.

52

Quality

57%

Does it follow best practices?

Run evals on this skill

Adds up to 20 points to the overall score

View guide

SecuritybySnyk

Low

Low-risk findings worth noting

Fix and improve this skill with Tessl

tessl review fix ./skills/agentfolio/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

65%

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 concrete URLs, keywords, evaluation rubrics, and example prompts, and it assumes Claude's intelligence without explaining basic concepts. Its weaknesses are verbosity from cross-section repetition and the absence of validation checkpoints in the workflow.

Suggestions

Remove overlap between Capabilities, How to Use, Example Workflows, and When to Use — consolidate so each section adds distinct information rather than restating the discovery workflow.

Add at least one explicit validation/checkpoint step in the Evaluate or Synthesize stages (e.g., verify the found agents still match the original intent before shortlisting).

Consider splitting the lengthy Example Workflows and Example Prompts into a referenced file to create a leaner overview with one-level-deep navigation.

DimensionReasoningScore

Conciseness

It assumes Claude's competence (no explanation of what agents or directories are) but is padded with repetition: Capabilities restates How to Use, Example Workflows restate the how-to steps, and When to Use duplicates the opening paragraph.

2 / 3

Actionability

Provides concrete, copy-paste-ready guidance: the exact directory URL, named categories, specific search keywords, a defined evaluation rubric (core promise, I/O shape, autonomy model, deployment model), a comparison table with named columns, and ready-to-use example prompts.

3 / 3

Workflow Clarity

Presents a clear, well-sequenced 4-step workflow (Open, Search, Evaluate, Synthesize), but includes no explicit validation checkpoints or feedback loops, so it does not reach the 'explicit validation steps' anchor.

2 / 3

Progressive Disclosure

No bundle files exist and no local references are used; the document is well-organized into clear sections but is a single self-contained page with no overview-to-detail split or referenced-out content, leaving it between 'well-organized' and 'clear overview with one-level-deep references'.

2 / 3

Total

9

/

12

Passed

Description

50%

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 identifies a clear domain and two actions tied to a specific directory, but it omits any explicit 'when to use' trigger guidance and lacks coverage of natural trigger variations. It is adequate but not comprehensive.

Suggestions

Add an explicit 'Use when...' clause naming concrete trigger situations (e.g., 'Use when you need to find or compare autonomous AI agents before building your own').

Expand the action list from the generic 'discovering and researching' to specific verbs users would say (e.g., 'discover, compare, and evaluate autonomous AI agents').

Include natural trigger-term variations such as 'agent directory', 'find agents', and 'compare agent frameworks' to improve distinctiveness and match probability.

DimensionReasoningScore

Specificity

Names the domain ('autonomous AI agents, tools, and ecosystems') and two actions ('discovering and researching') but does not list multiple concrete actions like compare, benchmark, or evaluate, so it stops at 'names domain and some actions'.

2 / 3

Completeness

Clearly states what the skill does (discover and research agents via the AgentFolio directory) but provides no 'Use when...' trigger guidance, so per the rubric completeness is capped at 2.

2 / 3

Trigger Term Quality

Includes some natural terms a user might say ('autonomous AI agents', 'tools') but misses common variations and directory-specific phrasings users would actually invoke (e.g., 'find agents', 'compare agents', 'agent directory').

2 / 3

Distinctiveness Conflict Risk

Anchored to the specific AgentFolio directory giving it a niche, but 'discovering and researching' is broad enough to overlap with general research or web-search skills.

2 / 3

Total

8

/

12

Passed

Validation

93%

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

Validation15 / 16 Passed

Validation for skill structure

CriteriaDescriptionResult

frontmatter_unknown_keys

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

Warning

Total

15

/

16

Passed

Repository
sickn33/antigravity-awesome-skills
Reviewed

Table of Contents

Is this your skill?

If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.