sequential-thinking

Version: 1.0.0 Use When: Complex problems requiring structured analysis

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Install skill "sequential-thinking" with this command: npx skills add nguyenthienthanh/aura-frog/nguyenthienthanh-aura-frog-sequential-thinking

Sequential Thinking

Version: 1.0.0 Use When: Complex problems requiring structured analysis

Core Pattern

thought_structure[5]{step,format,purpose}: 1,Initial analysis,Understand the problem space 2,Build on previous,Deepen understanding 3,[REVISION],Correct earlier assumptions 4,[BRANCH],Explore alternatives 5,[FINAL],Synthesize solution

Output Format

Thought 1/N: [Initial analysis of the problem]

  • Key observations
  • Initial assumptions

Thought 2/N: [Building on Thought 1]

  • Deeper analysis
  • Connections discovered

Thought 3/N [REVISION of Thought 1]: [Corrected understanding]

  • What was wrong
  • Corrected view

Thought 4/N [BRANCH A]: [Alternative approach]

  • Different angle
  • Trade-offs

Thought 5/N [FINAL]: [Solution synthesis]

  • Recommended approach
  • Key decisions

Dynamic Adjustment

adjustment[3]{action,when,how}: Expand,Complexity increases,Add more thoughts (N+1) Contract,Simpler than expected,Skip to FINAL Branch,Multiple valid paths,Create BRANCH A/B/C

When to Use

use_cases[5]{scenario,thoughts,model}: Architecture design,5-8,opus Bug root cause,3-5,sonnet Performance optimization,4-6,sonnet Security analysis,5-7,opus Refactoring strategy,4-6,sonnet

Integration

phase_integration[4]{phase,use,focus}: Phase 1,Requirements analysis,Understand scope and constraints Phase 2,Technical planning,Evaluate approaches Phase 3,Complex implementation,Debug tricky issues Phase 4,Code review,Deep analysis of changes

Example

User: "The login is slow but I don't know why"

Thought 1/4: [Initial analysis]

  • Login involves: UI → API → Auth → DB
  • "Slow" is vague - need metrics
  • Possible bottlenecks: network, DB, auth provider

Thought 2/4: [Building on observations]

  • Auth provider (external) is most likely
  • DB queries should be fast (indexed)
  • Network latency is user-dependent

Thought 3/4 [REVISION of Thought 2]: [After checking logs]

  • Actually, DB query is taking 2.3s
  • Missing index on users.email
  • Auth provider is fine (50ms)

Thought 4/4 [FINAL]: [Solution]

  • Add index: CREATE INDEX idx_users_email ON users(email)
  • Expected improvement: 2.3s → 50ms
  • Verify with EXPLAIN ANALYZE

Invoke: Use for problems requiring structured exploration before solution.

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