agentfolio

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

Quality

47%

Does it follow best practices?

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Securityby

Low

Low-risk findings worth noting

Fix and improve this skill with Tessl

tessl review fix ./skills/agentfolio/SKILL.md

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

Quality

Content

62%Scale 1-3

Reviews the quality of instructions and guidance provided to agents. Good implementation is clear, handles edge cases, and produces reliable results.

This skill provides a well-structured guide for agent discovery research with clear workflows and useful example prompts. However, it suffers from redundancy between sections (Capabilities, How to Use, When to Use overlap significantly) and lacks truly executable actions since it describes browser-based research that Claude cannot directly perform. The content would benefit from consolidation and focusing on what unique value it adds beyond 'visit this website and search'.

Suggestions

Consolidate the 'Capabilities', 'How to Use', and 'When to Use' sections to eliminate redundancy - these currently repeat similar information in different formats

Add concrete output templates or schemas (e.g., a markdown table template for agent comparison) that Claude can populate during research

Consider whether this skill adds value beyond directing to a URL - if Claude has web access, the skill should focus on analysis frameworks rather than navigation instructions

Dimension	Reasoning	Score
Conciseness	The skill contains some unnecessary explanation (e.g., explaining what AgentFolio is when Claude could infer this, listing capabilities that overlap with the 'How to Use' section). The content could be tightened by removing redundant sections.	2 / 3
Actionability	Provides structured guidance with clear steps and example prompts, but lacks concrete executable code or commands. The instructions are more descriptive than copy-paste actionable - 'visit URL', 'use search bar' are browser actions Claude cannot directly execute.	2 / 3
Workflow Clarity	The multi-step processes are clearly sequenced (Open → Search → Evaluate → Synthesize), and the example workflows provide concrete sequences for different use cases. For a research/discovery skill without destructive operations, the structure is appropriately clear.	3 / 3
Progressive Disclosure	Content is reasonably organized with clear sections, but everything is inline in one file. The 'Capabilities' section largely duplicates what's in 'How to Use' and 'Example Workflows'. Some content could be consolidated or the structure streamlined.	2 / 3
	Total	9 / 12 Passed

Description

32%Scale 1-3

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 its domain and data source (AgentFolio) but is too vague about specific capabilities and completely lacks trigger guidance. It would benefit from concrete action verbs and an explicit 'Use when...' clause to help Claude distinguish when to select this skill.

Suggestions

Add a 'Use when...' clause with trigger terms like 'find agents', 'agent directory', 'AgentFolio', 'discover AI tools', or 'research autonomous agents'.

List specific concrete actions such as 'search agents by category', 'compare agent capabilities', 'browse agent ecosystems', or 'lookup agent documentation'.

Include natural keyword variations users might say: 'agent catalog', 'AI agent list', 'autonomous tool finder', 'agent database'.

Dimension	Reasoning	Score
Specificity	Names the domain (AI agents, tools, ecosystems) and general actions (discovering, researching) but lacks concrete specific actions like 'search by category', 'compare agents', or 'filter by capability'.	2 / 3
Completeness	Describes what the skill does but completely lacks a 'Use when...' clause or any explicit trigger guidance for when Claude should select this skill.	1 / 3
Trigger Term Quality	Includes relevant terms like 'AI agents', 'tools', 'ecosystems', and 'AgentFolio' but misses common user variations like 'agent directory', 'find agents', 'agent comparison', or 'autonomous tools'.	2 / 3
Distinctiveness Conflict Risk	The mention of 'AgentFolio directory' provides some distinctiveness, but 'AI agents' and 'tools' are generic enough to potentially overlap with other AI-related skills.	2 / 3
	Total	7 / 12 Passed

Validation

90%

Warnings & errors only

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

Validation — 10 / 11 Passed

Validation for skill structure

Criteria	Description	Result
frontmatter_unknown_keys	Unknown frontmatter key(s) found; consider removing or moving to metadata	Warning

	Total	10 / 11 Passed

Repository: administrakt0r/AI-Agents-Safe-Coding-Skills
Path: skills/agentfolio/SKILL.md
Commit: 7520423

Reviewed: ~16 hours ago

Table of Contents

Discovery Implementation Validation

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