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agentfolio

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

56

Quality

64%

Does it follow best practices?

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SecuritybySnyk

Low

Low-risk findings worth noting

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

Quality

Content

75%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 well-structured, lean, and gives concrete, actionable research guidance with clear example prompts and workflows. Its main limitation is that the workflow steps depend on a human browsing a website, and validation checkpoints are implicit rather than explicit.

DimensionReasoningScore

Conciseness

The body is lean and does not explain concepts Claude already knows; the only minor excess is mild redundancy between the intro, 'Capabilities', and 'When to Use' sections.

4 / 5

Actionability

Concrete capture fields (core promise, input/output shape, autonomy model, deployment model) and copy-paste-ready example prompts give actionable guidance; the gap is that the core steps are browser-bound and not directly executable by Claude.

4 / 5

Workflow Clarity

A clear 4-step sequence (Open → Search → Evaluate → Synthesize) with a stop-and-ask guardrail in Limitations; checkpoints are implicit rather than fully explicit, so it stops just short of 5.

4 / 5

Progressive Disclosure

A single well-organized file with clear section headers and no nested references; no bundle files exist to reference, so structure is appropriate but the longer example sections could theoretically be split out.

4 / 5

Total

16

/

20

Passed

Description

53%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 what the skill does and anchors it to a specific external directory, but lacks an explicit 'when to use' trigger clause and relies on a few generic/buzzword terms. It is solid but leaves the activation condition implicit.

Suggestions

Add an explicit 'Use when ...' trigger clause naming concrete user phrases (e.g., 'Use when the user wants to discover, compare, or research autonomous AI agents, frameworks, or tools before building one').

Replace the buzzword 'ecosystems' with more natural trigger synonyms such as 'agent frameworks', 'agent products', or 'agent tools'.

List one or two more concrete actions (e.g., 'compare agents by capabilities and integrations') to push specificity beyond two actions.

DimensionReasoningScore

Specificity

Names the domain ('autonomous AI agents, tools, and ecosystems') plus two concrete actions ('discovering and researching'), but coverage is not comprehensive, matching the anchor for domain + 1-2 actions.

3 / 5

Completeness

The 'what' is clear (discover and research agents via AgentFolio), but there is no 'Use when...' trigger clause, which per the rubric caps completeness at 3.

3 / 5

Trigger Term Quality

Relevant terms like 'autonomous AI agents', 'tools', and the 'AgentFolio directory' are present, but 'ecosystems' is buzzwordy and common synonyms (e.g., 'agent frameworks', 'agent products') are missing.

3 / 5

Distinctiveness Conflict Risk

Tying the skill to the named AgentFolio directory gives it a clear niche with minimal conflict risk, though 'autonomous AI agents, tools, and ecosystems' is still somewhat broad.

4 / 5

Total

13

/

20

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/agentic-awesome-skills
Reviewed

Table of Contents

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