Iterative Analysis Skill

Iterative Analysis

Performs multi-round, progressively deeper analysis using the oracle. Each iteration builds upon previous findings to refine understanding.

When to Use

User asks for "deep thinking" or "thorough analysis"
Complex problems requiring multiple perspectives
When initial analysis needs refinement
User explicitly requests N rounds of analysis

Parameters

Iterations: Number of analysis rounds (default: 3, user can specify)
Focus: The topic or problem to analyze
Files: Relevant files to examine

Workflow

Step 1: Get User Requirements

Ask user (if not specified):

What to analyze
How many iterations (default: 3)
Any specific focus areas

Step 2: Execute Iterative Analysis

For each iteration (1 to N):

Round 1 - Initial Analysis:
oracle(
  task: "Analyze [topic]. Provide initial findings, identify key areas needing deeper investigation.",
  files: [relevant_files]
)

Round 2 - Deeper Investigation:
oracle(
  task: "Based on previous findings: [summary of round 1]. 
         Dig deeper into identified issues. Challenge initial assumptions. 
         Find edge cases and overlooked aspects.",
  files: [relevant_files],
  context: "[Round 1 findings]"
)

Round 3 - Refinement & Synthesis:
oracle(
  task: "Based on all previous analysis: [summary of rounds 1-2].
         Synthesize findings. Identify patterns. Provide final recommendations.
         Rate confidence level for each conclusion.",
  files: [relevant_files],
  context: "[All previous findings]"
)

... continue for additional rounds as specified

Step 3: Final Report

After all iterations, compile:

Key discoveries from each round
Evolution of understanding
Final conclusions with confidence levels
Actionable recommendations

Iteration Prompts Template

| Round | Focus | |-------|-------| | 1 | Initial exploration, identify key areas | | 2 | Challenge assumptions, find edge cases | | 3 | Cross-validate, identify patterns | | 4 | Stress-test conclusions, find gaps | | 5+ | Synthesize, prioritize, finalize |

Example Usage

User: "帮我分析这个认证系统，进行5轮分析"

Round 1: "Analyze the authentication system architecture and flow"
Round 2: "Based on [R1], investigate security vulnerabilities and edge cases"
Round 3: "Based on [R1,R2], analyze error handling and failure modes"
Round 4: "Based on [R1-R3], evaluate scalability and performance implications"
Round 5: "Synthesize all findings, prioritize issues, provide remediation plan"

Best Practices

Carry Context Forward: Each round must reference previous findings
Progressive Focus: Narrow focus as iterations progress
Challenge Assumptions: Later rounds should question earlier conclusions
Track Evolution: Note how understanding changed across rounds
Confidence Levels: Final round should rate certainty of each finding

Agent Skills: Iterative Analysis

Install this agent skill to your local

Skill Files