Skillzwave Logo
Skillzwave

request-analyzer

0.0
A

Analyze incoming user requests to detect intent, request type (design/validate/debug/document), complexity level, and identify vague requirements or buzzwords that need clarification. Use when cto-orchestrator receives new requests that need classification before routing to specialist agents.

Commands Agents Marketplace
#claude-ai#vague#design#Request User#cto-office#Vague Terms#request#Analyze incoming
Also in: word pdf

Third-Party Agent Skill: Review the code before installing. Agent skills execute in your AI assistant's environment and can access your files. Learn more about security

Installation for Agentic Skill

View all platforms →
skilz install alirezarezvani/claude-cto-team/request-analyzer
skilz install alirezarezvani/claude-cto-team/request-analyzer --agent opencode
skilz install alirezarezvani/claude-cto-team/request-analyzer --agent codex
skilz install alirezarezvani/claude-cto-team/request-analyzer --agent gemini

First time? Install Skilz: pip install skilz

Works with 22+ AI coding agents

Cursor, Aider, Copilot, Windsurf, Qwen, Kimi, and more...

View All Agents
Download Agent Skill ZIP

Extract and copy to ~/.claude/skills/ then restart Claude Desktop

1. Clone the repository:
git clone https://github.com/alirezarezvani/claude-cto-team
2. Copy the agent skill directory:
cp -r claude-cto-team/skills/request-analyzer ~/.claude/skills/

Need detailed installation help? Check our platform-specific guides:

Related Agentic Skills

api-error-handling

by aj-geddes

Implement comprehensive API error handling with standardized error responses, logging, monitoring, and user-friendly messages. Use when building resil...

79
C
TECHapi
+monitoring

markdownlint-integration

by TheBushidoCollective

Integrate markdownlint into development workflows including CLI usage, programmatic API, CI/CD pipelines, and editor integration.

58
F
TECHapi
Marketplace

route-tester

by diet103

Test authenticated routes in the your project using cookie-based authentication. Use this skill when testing API endpoints, validating route functiona...

57
F
TECHapi
+testing+security

hook-development

by anthropics

This skill should be used when the user asks to "create a hook", "add a PreToolUse/PostToolUse/Stop hook", "validate tool use", "implement prompt-base...

54
TECHapi
Marketplace

Agentic Skill Details

Type
Technical
Meta-Domain
web api
Primary Domain
api
Market Score
0.0

Agent Skill Grade

A
Score: 92/100 Click to see breakdown

Score Breakdown

Spec Compliance
12/15
PDA Architecture
26/30
Ease of Use
22/25
Writing Style
9/10
Utility
18/20
Modifiers: +5

Areas to Improve

  • All files exceed 100 lines but lack table of contents for navigation
  • Examples contain excessive narrative explanation that wastes tokens for Claude
  • Uses checkboxes inconsistently across steps; Step 5 has checklists but earlier steps don't

Recommendations

  • Add trigger phrases to description for discoverability
  • Add table of contents for files over 100 lines

Graded: 1/24/2026

Developer Feedback

I took a quick look at how you're parsing and validating HTTP requests—the way you're handling edge cases in the request body analysis is solid. With a 92/100, you're in that interesting space where the fundamentals are clearly dialed in; I'd be curious what pushed a couple points off.

Links:

The TL;DR

You're at 92/100, solid A territory. This is based on Anthropic's best practices for skill design. Your strongest area is Writing Style (9/10)—the voice is consistent and objective throughout. Weakest link is Spec Compliance (12/15), mostly because you're only using 1-2 trigger phrases when you could squeeze out more discoverability.

What's Working Well

  • Layered architecture is chef's kiss. SKILL.md stays clean as an overview, with detailed analysis logic split across buzzword-dictionary.md and classification-criteria.md. That's exactly the token-efficient separation that matters.
  • Your five-step framework is rock solid. The progression from intent detection → complexity assessment → validation is intuitive and practical. The tables make it scannable.
  • Trigger terms are well-chosen. "Classify requests", "prioritize work", "route to specialists"—these actually describe what developers need, not buzzword soup.

The Big One: Missing Table of Contents

All three files exceed 100 lines but don't have TOCs. For SKILL.md (149 lines) and your reference files (113 and 144 lines), this hurts navigation and costs you 2-3 points in Progressive Disclosure.

Fix: Add a simple TOC at the top of each file:

# Request Analyzer

## Table of Contents
- [When to Use](#when-to-use)
- [Analysis Framework](#analysis-framework)
- [Output Format](#output-format)
- [Examples](#examples)

Classifies incoming requests...

This alone bumps you +2 points toward 94/100.

Other Things Worth Fixing

  1. Examples are too chatty (SKILL.md lines 104-149). You're explaining the analysis to Claude, but Claude doesn't need the narrative. Trim those down to just the input→output format you define. Saves tokens, gains +1 point.

  2. Step 5 inconsistency — Earlier steps use tables, but Step 5 has checklists. Pick one format and stick it. Minor, but +2 points for workflow clarity.

  3. Bump description trigger phrases. You've got solid ones, but add 1-2 more (like "request prioritization" or "dependency validation"). Helps with discoverability.

Quick Wins

  • Add TOCs to all three files → +2 points
  • Tighten example narrative → +1 point
  • Standardize Step 5 format → +2 points
  • Add 1-2 trigger phrases → marginal, but improves SEO

You're legitimately close to 95+. These are all small structural tweaks, not content problems.


Checkout your skill here: SkillzWave.ai | SpillWave We have an agentic skill installer that install skills in 14+ coding agent platforms. Check out this guide on how to improve your agentic skills.

AI-Detected Topics

Extracted using NLP analysis

claude-ai vague design Request User cto-office Vague Terms request Analyze incoming request type type cto roadmap claude-code ai-workflow-automation ai-workflow Missing Context claude-subagents ai-agents requests

Report Security Issue

Found a security vulnerability in this agent skill?