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claude-codeproductivity

Claude-skill-registry analyzing-specifications

Use when analyzing requirements or project specifications - guides shannon analyze command, explains 8D complexity output, caching behavior, context-aware mode with --project flag

install
source · Clone the upstream repo
git clone https://github.com/majiayu000/claude-skill-registry
Claude Code · Install into ~/.claude/skills/
T=$(mktemp -d) && git clone --depth=1 https://github.com/majiayu000/claude-skill-registry "$T" && mkdir -p ~/.claude/skills && cp -r "$T/skills/data/analyzing-specifications" ~/.claude/skills/majiayu000-claude-skill-registry-analyzing-specifications && rm -rf "$T"
manifest: skills/data/analyzing-specifications/SKILL.md
tags
#specification-analysis#complexity-analysis#project-estimation#shannon-framework#caching
source content

Analyzing Specifications

Overview

shannon analyze invokes Shannon Framework spec-analysis skill to perform 8D complexity analysis with automatic caching.

Basic Usage

shannon analyze project_spec.md
shannon analyze spec.md --json > analysis.json
shannon analyze spec.md --project myapp  # Context-aware

Output Interpretation

8D Complexity Score (0.00-1.00):

  • 0.00-0.30: Simple (hours-1 day, 1-2 agents)
  • 0.30-0.50: Moderate (1-2 days, 2-3 agents)
  • 0.50-0.70: Complex (2-4 days, 3-7 agents)
  • 0.70-0.85: High (1-2 weeks, 8-15 agents)
  • 0.85-1.00: Critical (2+ weeks, 15-25 agents)

Domain Distribution: Frontend, Backend, Database, Mobile, DevOps percentages

Phase Plan: 5 phases with timelines and tasks

Caching

Automatic:

  • First run: API call (~$0.02, 30-60s)
  • Second run: Cache hit (<500ms, $0.00)
  • TTL: 7 days
  • Check: shannon cache stats

Context-Aware Mode

For existing projects:

# 1. Onboard project first
shannon onboard /path/to/project --project-id myapp

# 2. Analyze with context
shannon analyze new_feature.md --project myapp

With context: Mentions existing modules, patterns, tech stack. Without context: Generic recommendations.

Options

  • --json
    : JSON output for automation
  • --project ID
    : Context-aware analysis
  • --no-cache
    : Skip cache (force fresh analysis)
  • --session-id ID
    : Custom session tracking