xiaohongshu
xiaohongshu
analyze
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.
Full skill instructions
When this skill activates, IMMEDIATELY invoke the script. The script IS the workflow.
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 |
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.
# 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"
xiaohongshu
technical spec
product ux expert
database patterns
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