think-harder
4-phase structured analysis wrapper for vibe pre-routing (compatible with claude-code-settings think-harder semantics).
Best use case
think-harder is best used when you need a repeatable AI agent workflow instead of a one-off prompt.
4-phase structured analysis wrapper for vibe pre-routing (compatible with claude-code-settings think-harder semantics).
Teams using think-harder should expect a more consistent output, faster repeated execution, less prompt rewriting.
When to use this skill
- You want a reusable workflow that can be run more than once with consistent structure.
When not to use this skill
- You only need a quick one-off answer and do not need a reusable workflow.
- You cannot install or maintain the underlying files, dependencies, or repository context.
Installation
Claude Code / Cursor / Codex
Manual Installation
- Download SKILL.md from GitHub
- Place it in
.claude/skills/think-harder/SKILL.mdinside your project - Restart your AI agent — it will auto-discover the skill
How think-harder Compares
| Feature / Agent | think-harder | Standard Approach |
|---|---|---|
| Platform Support | Not specified | Limited / Varies |
| Context Awareness | High | Baseline |
| Installation Complexity | Unknown | N/A |
Frequently Asked Questions
What does this skill do?
4-phase structured analysis wrapper for vibe pre-routing (compatible with claude-code-settings think-harder semantics).
Where can I find the source code?
You can find the source code on GitHub using the link provided at the top of the page.
Related Guides
Best AI Skills for Claude
Explore the best AI skills for Claude and Claude Code across coding, research, workflow automation, documentation, and agent operations.
ChatGPT vs Claude for Agent Skills
Compare ChatGPT and Claude for AI agent skills across coding, writing, research, and reusable workflow execution.
SKILL.md Source
# think-harder (Codex Compatibility) Use this skill before implementation when the task needs deeper reasoning or tradeoff analysis. ## 4-Phase Analysis 1. Problem Clarification - Define the core question and constraints. - List assumptions and success criteria. - Identify ambiguities that must be resolved. 2. Multi-Dimensional Analysis - Structural decomposition: break into components/dependencies. - Temporal impact: short-term vs long-term effects. - Causal links: key cause-effect and feedback loops. - Context factors: operational, team, and environmental constraints. 3. Critical Evaluation - Challenge assumptions and possible bias. - Compare alternatives and opportunity costs. - Run pre-mortem: what can fail, how, and impact. - Mark uncertainty and confidence level explicitly. 4. Synthesis - Summarize key insights and decision rationale. - Reconcile contradictions. - Produce actionable next steps. ## Output Contract 1. Problem reframing 2. Key insights 3. Reasoning chain 4. Alternatives considered 5. Uncertainties 6. Actionable recommendations ## Vibe Integration - M/L pre-routing analysis entry. - If code-risk analysis is required, pair with `code-review`.
Related Skills
webthinker-deep-research
Deep web research for VCO: multi-hop search+browse+extract with an auditable action trace and a structured report (WebThinker-style).
scientific-critical-thinking
Evaluate scientific claims and evidence quality. Use for assessing experimental design validity, identifying biases and confounders, applying evidence grading frameworks (GRADE, Cochrane Risk of Bias), or teaching critical analysis. Best for understanding evidence quality, identifying flaws. For formal peer review writing use peer-review.
zinc-database
Access ZINC (230M+ purchasable compounds). Search by ZINC ID/SMILES, similarity searches, 3D-ready structures for docking, analog discovery, for virtual screening and drug discovery.
zarr-python
Chunked N-D arrays for cloud storage. Compressed arrays, parallel I/O, S3/GCS integration, NumPy/Dask/Xarray compatible, for large-scale scientific computing pipelines.
yeet
Use only when the user explicitly asks to stage, commit, push, and open a GitHub pull request in one flow using the GitHub CLI (`gh`).
xlsx
Spreadsheet toolkit (.xlsx/.csv). Create/edit with formulas/formatting, analyze data, visualization, recalculate formulas, for spreadsheet processing and analysis.
xan
High-performance CSV processing with xan CLI for large tabular datasets, streaming transformations, and low-memory pipelines.
writing-plans
Use when you have a spec or requirements for a multi-step task, before touching code
writing-docs
Guides for writing and editing Remotion documentation. Use when adding docs pages, editing MDX files in packages/docs, or writing documentation content.
windows-hook-debugging
Windows环境下Claude Code插件Hook执行错误的诊断与修复。当遇到hook error、cannot execute binary file、.sh regex误匹配、WSL/Git Bash冲突时使用。
weights-and-biases
Track ML experiments with automatic logging, visualize training in real-time, optimize hyperparameters with sweeps, and manage model registry with W&B - collaborative MLOps platform
vscode-release-notes-writer
Guidelines for writing and reviewing Insiders and Stable release notes for Visual Studio Code.