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Invoke IMMEDIATELY via python script when user requests codebase analysis, architecture review, security assessment, or quality evaluation. Do NOT explore first - the script orchestrates exploration.

Install Skill

1Download skill
2Enable skills in Claude

Open claude.ai/settings/capabilities and find the "Skills" section

3Upload to Claude

Click "Upload skill" and select the downloaded ZIP file

Note: Please verify skill by going through its instructions before using it.

SKILL.md

name analyze
description Invoke IMMEDIATELY via python script when user requests codebase analysis, architecture review, security assessment, or quality evaluation. Do NOT explore first - the script orchestrates exploration.

Analyze Skill

When this skill activates, IMMEDIATELY invoke the script. The script IS the workflow.

Invocation

python3 scripts/analyze.py \
  --step-number 1 \
  --total-steps 6 \
  --thoughts "Starting analysis. User request: <describe what user asked to analyze>"
Argument Required Description
--step-number Yes Current step (starts at 1)
--total-steps Yes Minimum 6; adjust as script instructs
--thoughts Yes Accumulated state from all previous steps

Workflow

The script outputs REQUIRED ACTIONS at each step. Follow them exactly.

Step 1: EXPLORATION         - Script tells you to delegate to Explore agent
Step 2: FOCUS SELECTION     - Classify areas, assign priorities
Step 3: INVESTIGATION PLAN  - Commit to specific files and questions
Step 4+: DEEP ANALYSIS      - Progressive investigation with evidence
Step N-1: VERIFICATION      - Validate completeness
Step N: SYNTHESIS           - Consolidate findings

Do NOT try to follow this workflow manually. Run the script and follow its output.

Example Sequence

# Step 1: Start - script will instruct you to explore first
python3 scripts/analyze.py --step-number 1 --total-steps 6 \
  --thoughts "Starting analysis of auth system"

# [Follow REQUIRED ACTIONS from output - delegate to Explore agent]

# Step 1 again with explore results
python3 scripts/analyze.py --step-number 1 --total-steps 6 \
  --thoughts "Explore found: Flask app, SQLAlchemy, auth/ dir..."

# Step 2+: Continue following script output
python3 scripts/analyze.py --step-number 2 --total-steps 7 \
  --thoughts "[accumulated state from step 1] Focus: security P1, quality P2"