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agent-pseudocode

Agent skill for pseudocode - invoke with $agent-pseudocode

37

1.61x
Quality

7%

Does it follow best practices?

Impact

84%

1.61x

Average score across 3 eval scenarios

SecuritybySnyk

Passed

No known issues

Optimize this skill with Tessl

npx tessl skill review --optimize ./.agents/skills/agent-pseudocode/SKILL.md
SKILL.md
Quality
Evals
Security

Quality

Content

14%

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

This skill is a verbose, textbook-style reference on writing pseudocode that teaches Claude things it already knows (design patterns, complexity analysis, data structures). It lacks a clear workflow with validation steps, provides only generic examples unrelated to any specific project context, and dumps everything into a single monolithic file. The content would benefit greatly from being trimmed to project-specific conventions and structured with progressive disclosure.

Suggestions

Remove generic explanations of design patterns, data structures, and complexity analysis that Claude already knows—focus only on project-specific pseudocode conventions and formatting requirements.

Add a clear sequential workflow with validation checkpoints, e.g., 'Write pseudocode → Review against spec → Validate complexity bounds → Get approval before proceeding to implementation.'

Split the extensive examples into a separate reference file (e.g., EXAMPLES.md) and keep SKILL.md as a concise overview with links.

Replace generic textbook examples with guidance on how to integrate with the SPARC methodology's other phases (e.g., how to consume specification output, what format the next phase expects).

DimensionReasoningScore

Conciseness

Extremely verbose at ~200+ lines. Explains basic concepts Claude already knows (what pseudocode is, what design patterns are, how LRU caches work, what Strategy/Observer patterns are). The extensive examples are generic textbook material, not project-specific guidance. The 'Best Practices' section lists things like 'use meaningful names' which Claude inherently knows.

1 / 3

Actionability

Provides concrete pseudocode examples and a clear format/syntax to follow, but the examples are generic (authentication, search, rate limiting) rather than tied to a specific task. The skill describes what pseudocode should look like but doesn't give executable commands or tool-specific instructions for how to actually produce deliverables.

2 / 3

Workflow Clarity

The SPARC Pseudocode phase is listed as 5 bullet points but lacks a clear sequential workflow with validation checkpoints. There's no guidance on how to verify the pseudocode is correct, no feedback loops, and no process for iterating on designs. The 'Deliverables' section is a checklist but has no sequencing or validation steps.

1 / 3

Progressive Disclosure

Monolithic wall of text with no references to external files. All content—examples, patterns, analysis templates—is inlined in a single massive document. Content like design pattern examples and complexity analysis templates could easily be split into referenced files for better organization.

1 / 3

Total

5

/

12

Passed

Description

0%

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 description is critically underdeveloped. It provides no concrete actions, no trigger guidance, and no clarity on when or why Claude should select this skill. It reads more like a label than a functional description, making it nearly useless for skill selection among multiple options.

Suggestions

Add specific concrete actions the skill performs, e.g., 'Generates pseudocode from natural language descriptions, converts code to pseudocode, and formats algorithm outlines.'

Add an explicit 'Use when...' clause with natural trigger terms, e.g., 'Use when the user asks for pseudocode, algorithm outlines, step-by-step logic, or wants to convert code into language-agnostic pseudocode.'

Remove the invocation syntax ('invoke with $agent-pseudocode') from the description as it wastes space and does not help Claude decide when to select the skill.

DimensionReasoningScore

Specificity

The description provides no concrete actions whatsoever. 'Agent skill for pseudocode' is extremely vague and does not describe what the skill actually does—no verbs, no specific capabilities listed.

1 / 3

Completeness

Neither 'what does this do' nor 'when should Claude use it' is answered. There is no explanation of capabilities and no 'Use when...' clause or equivalent trigger guidance.

1 / 3

Trigger Term Quality

The only keyword is 'pseudocode,' which is somewhat relevant but the description lacks any natural variations or related terms a user might say. The invocation syntax '$agent-pseudocode' is not a natural user trigger term.

1 / 3

Distinctiveness Conflict Risk

The description is so vague that it's unclear what domain it occupies. 'Agent skill for pseudocode' could overlap with any code-related, documentation, or algorithm design skill, making it highly conflict-prone.

1 / 3

Total

4

/

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.

Validation11 / 11 Passed

Validation for skill structure

No warnings or errors.

Repository
ruvnet/claude-flow
Reviewed

Table of Contents

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