🎯

sequential-thinking

🎯Skill

from binhmuc/autobot-review

What it does

Systematically breaks down complex problems into manageable thought sequences, dynamically adjusting and verifying hypotheses through structured, reflective analysis.

📦

Part of

binhmuc/autobot-review(29 items)

sequential-thinking

Installation

git cloneClone repository

git clone <your-repo-url>

npm runRun npm script

npm run start:dev

npm runRun npm script

npm run build

📖 Extracted from docs: binhmuc/autobot-review

Need more details? View full documentation on GitHub →

13Installs

AddedFeb 4, 2026

View on GitHub Back to Skills

Skill Details

SKILL.md

Apply structured, reflective problem-solving for complex tasks requiring multi-step analysis, revision capability, and hypothesis verification. Use for complex problem decomposition, adaptive planning, analysis needing course correction, problems with unclear scope, multi-step solutions, and hypothesis-driven work.

Overview

# Sequential Thinking

Structured problem-solving via manageable, reflective thought sequences with dynamic adjustment.

When to Apply

Complex problem decomposition
Adaptive planning with revision capability
Analysis needing course correction
Problems with unclear/emerging scope
Multi-step solutions requiring context maintenance
Hypothesis-driven investigation/debugging

Core Process

1. Start with Loose Estimate

```

Thought 1/5: [Initial analysis]

```

Adjust dynamically as understanding evolves.

2. Structure Each Thought

Build on previous context explicitly
Address one aspect per thought
State assumptions, uncertainties, realizations
Signal what next thought should address

3. Apply Dynamic Adjustment

Expand: More complexity discovered → increase total
Contract: Simpler than expected → decrease total
Revise: New insight invalidates previous → mark revision
Branch: Multiple approaches → explore alternatives

4. Use Revision When Needed

```

Thought 5/8 [REVISION of Thought 2]: [Corrected understanding]

Original: [What was stated]
Why revised: [New insight]
Impact: [What changes]

```

5. Branch for Alternatives

```

Thought 4/7 [BRANCH A from Thought 2]: [Approach A]

Thought 4/7 [BRANCH B from Thought 2]: [Approach B]

```

Compare explicitly, converge with decision rationale.

6. Generate & Verify Hypotheses

```

Thought 6/9 [HYPOTHESIS]: [Proposed solution]

Thought 7/9 [VERIFICATION]: [Test results]

```

Iterate until hypothesis verified.

7. Complete Only When Ready

Mark final: Thought N/N [FINAL]

Complete when:

Solution verified
All critical aspects addressed
Confidence achieved
No outstanding uncertainties

Application Modes

Explicit: Use visible thought markers when complexity warrants visible reasoning or user requests breakdown.

Implicit: Apply methodology internally for routine problem-solving where thinking aids accuracy without cluttering response.

Scripts (Optional)

Optional scripts for deterministic validation/tracking:

scripts/process-thought.js - Validate & track thoughts with history
scripts/format-thought.js - Format for display (box/markdown/simple)

See README.md for usage examples. Use when validation/persistence needed; otherwise apply methodology directly.

References

Load when deeper understanding needed:

references/core-patterns.md - Revision & branching patterns
references/examples-api.md - API design example
references/examples-debug.md - Debugging example
references/examples-architecture.md - Architecture decision example
references/advanced-techniques.md - Spiral refinement, hypothesis testing, convergence
references/advanced-strategies.md - Uncertainty, revision cascades, meta-thinking

More from this repository10

🎯

mobile-development🎯Skill

mobile-development skill from binhmuc/autobot-review

🎯

planning🎯Skill

planning skill from binhmuc/autobot-review

🎯

payment-integration🎯Skill

payment-integration skill from binhmuc/autobot-review

🎯

research🎯Skill

Systematically researches technical solutions by gathering multi-source information, analyzing content, and validating findings to provide scalable, secure, and maintainable recommendations.

🎯

chrome-devtools🎯Skill

Automates browser tasks using Puppeteer, enabling web scraping, performance analysis, screenshots, and debugging with JSON output.

🎯

ui-styling🎯Skill

Crafts beautiful, accessible user interfaces using shadcn/ui components, Tailwind CSS utility styling, and canvas-based visual design systems.

🎯

devops🎯Skill

Deploys and manages cloud infrastructure across Cloudflare, Docker, and Google Cloud Platform with comprehensive edge computing and containerization strategies.

🎯

shopify🎯Skill

Builds and deploys Shopify applications, extensions, and themes using GraphQL/REST APIs, Shopify CLI, and Liquid templating for comprehensive e-commerce platform customization.

🎯

repomix🎯Skill

Packages entire code repositories into single AI-friendly files with customizable filters, formats, and optimizations for LLM context.

🎯

databases🎯Skill

Guides developers in selecting and mastering MongoDB and PostgreSQL databases for optimal data management and performance.