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agentfolio

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

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 ./plugins/AI-Agents-Safe-Coding-Skills/skills/agentfolio/SKILL.md

The canonical home for this skill is agentfolio in sickn33/agentic-awesome-skills

SKILL.md
Quality
Evals
Security

Quality

Content

60%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 with a clear four-step research workflow and a genuinely useful evaluation framework for candidates. Its main weaknesses are redundancy across purpose-stating sections and guidance that assumes interactive browser use rather than steps a coding agent can execute (no URL/search patterns, no unreachable-site fallback). Tightening the repeated sections and making the discovery mechanics executable would raise both conciseness and actionability.

Suggestions

Make the discovery step executable for an AI agent: provide concrete URL/search-query patterns (e.g., a search URL template like https://agentfolio.io/search?q=<keywords>) and instructions for using WebFetch/WebSearch, plus a fallback if the site is unreachable.

Consolidate the overlapping purpose sections — 'This skill helps you', 'Capabilities', and 'When to Use' — into one section, and trim 'Example Prompts' to cases not already covered by 'Example Workflows'.

Add a light verification step to the workflow, e.g., checking entry freshness/maintenance status before synthesizing insights or shortlisting vendors.

DimensionReasoningScore

Conciseness

The body avoids explaining concepts Claude already knows, but carries notable redundancy across sections: 'This skill helps you', 'Capabilities', and 'When to Use' restate the same purpose three times, and 'Example Prompts' largely re-enacts 'Example Workflows'. This matches 'Mostly efficient but includes some unnecessary explanation or could be tightened'; it is not a 4 because the triple-stated purpose and overlapping example sections are trimmable without losing information, and not a 2 because no section is padded with basic background explanation.

3 / 5

Actionability

Concrete elements exist — the evaluation checklist ('Core promise', 'Input / output shape', 'Autonomy model', 'Deployment model'), suggested search keywords, and ready-to-use example prompts. But the core mechanics are non-executable for a coding agent: 'Visit https://agentfolio.io in your browser' and 'Use keywords in the AgentFolio search bar' assume interactive browsing, with no URL/search-query patterns, no programmatic or WebFetch-based instructions, and no fallback if the directory is unreachable. This matches 'Some concrete guidance but incomplete; missing key details' rather than a 4.

3 / 5

Workflow Clarity

The four-step sequence (Open the directory → Search by intent → Evaluate candidates → Synthesize insights) is clearly ordered, each with well-defined sub-steps, and 'Evaluate candidates' functions as an implicit quality checkpoint; the example workflows concretely instantiate the process. It is not a 5 because there is no verification step (e.g., checking whether an entry is stale, unmaintained, or pricing-out-of-date before synthesizing), and not a 3 because the sequence is far better defined than the anchor's bare step list with implicit checkpoints.

4 / 5

Progressive Disclosure

No bundle files exist (references/, scripts/, assets/ are absent) and the ~85-line body is organized into seven clear, scannable sections with nothing buried, matching 'Good structure; most content is appropriately placed'. It is not a 5 because the body exceeds the under-50-line simple-skill case and inlines ~35 lines of example workflows/prompts that could live in a reference file, and not a 3 because there is no misplaced bulk content or hidden navigation — everything inline is appropriate at this scale.

4 / 5

Total

14

/

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 is concise and names a clear niche with a concrete mechanism (the AgentFolio directory), but it reads as a 'what'-only description. It lacks any 'Use when...' trigger guidance and natural trigger synonyms, which limits both completeness and trigger-term quality. Adding a trigger clause with natural user phrasing would lift the two heaviest-weighted dimensions.

Suggestions

Add an explicit trigger clause, e.g., 'Use when the user wants to find, compare, or research AI agents or agent frameworks, evaluate agent vendors, or look for existing agents before building one from scratch.'

Include natural synonyms users would actually say — 'agent frameworks', 'AI agent directory', 'compare AI agents', 'find existing agents' — to improve trigger-term coverage.

Reflect a fuller capability set (comparing agents, mapping the agent landscape, gathering benchmarks/UX patterns) so the description matches what the body actually offers.

DimensionReasoningScore

Specificity

The description names the domain ("autonomous AI agents, tools, and ecosystems") and two actions ("discovering and researching") anchored to a concrete mechanism ("using the AgentFolio directory"), matching the anchor 'Names domain and 1-2 concrete actions, but not comprehensive'. It is not a 4 because it omits several capabilities the body later reveals (comparing agents, mapping the landscape, gathering benchmarks), and not a 2 because 'using the AgentFolio directory' is more than minimal or generic action phrasing.

3 / 5

Completeness

The 'what' is reasonably clear (discover and research agents via the AgentFolio directory), but there is no 'Use when...' clause or equivalent trigger guidance in the description, which caps completeness at 3 per the judging guidelines. It is not a 2 because the 'what' is concrete rather than vague; it cannot be a 4+ without explicit 'when' trigger phrases.

3 / 5

Trigger Term Quality

Relevant keywords exist ("autonomous AI agents", "tools", "ecosystems", "AgentFolio") but common natural variations users would say are missing — e.g., 'agent frameworks', 'AI agent directory', 'compare agents', 'find agents before building'. This matches 'Some relevant keywords but missing common variations or synonyms'; it is not a 4 because coverage is thin and 'tools'/'ecosystems' are generic, not a 2 because the agent-specific terms are on target rather than entirely generic.

3 / 5

Distinctiveness Conflict Risk

The named directory ('AgentFolio') and the focus on 'autonomous AI agents' carve a fairly clear niche with distinct triggers, matching 'Mostly distinct; minor overlap risk'. It is not a 5 because 'tools and ecosystems' broadens it toward general tech-research skills, and not a 3 because the AgentFolio-specific framing keeps it distinguishable from generic research/discovery skills.

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.

Validation — 15 / 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

administrakt0r/AI-Agents-Safe-Coding-Skills

Path

plugins/AI-Agents-Safe-Coding-Skills/skills/agentfolio/SKILL.md

Reviewed

Table of Contents

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