Jianwei is a sophisticated strategic analysis skill powered by a double-engine architecture that generates, validates, and audits business hypotheses through rigorous frameworks.
Install & Download
1. ClawHub CLI
The fastest way to install a skill directly from the registry.
npx clawhub@latest install jianwei
2. Manual Installation
Copy the skill folder to one of these locations
~/.openclaw/skills/ <project>/skills/ Priority: Workspace > Local > Bundled
3. Prompt Installation
Copy this prompt to OpenClaw to install it automatically.
Help me install jianwei using Clawhub. If Clawhub is not installed, install it first (npm i -g clawhub).
Prefer to download?
Get the raw skill files in a ZIP archive.
What is Jianwei Strategic Double-Engine Insight System?
Jianwei is a high-impact strategic insight system designed for AI agents, standing out as a robust addition to the ecosystem of Openclaw Skills. It addresses two critical failures in strategy formulation: self-consistent fallacies (running strategic frameworks flawlessly while steering in completely the wrong direction) and rootless assertions (generating sharp hypotheses without supporting empirical evidence). By employing a double-engine architecture, Jianwei balances creative hypothesis generation with objective verification, delivering structured, evidence-backed strategic advice.
The system utilizes a Judgment Engine to formulate bold, falsifiable strategic options and a Verification Engine to test those options against real-world metrics, historical analogies, and structural constraints. Whether assessing organizational health or exploring new market entry points, integrating this strategic tool into your directory of Openclaw Skills ensures your AI workflows deliver deep, actionable, and robust advisory reports that survive rigorous auditing.
Jianwei Strategic Double-Engine Insight System Use Cases
- Use when evaluating high-level business transformations or evaluating whether to transition from legacy business models.
- Apply for thorough market entry evaluations to determine total addressable markets and analyze long-term feasibility.
- Conduct comprehensive competitive analysis, evaluating rival threats using Porter's Five Forces, strategic group mapping, and revenue bridging.
- Execute strategic decision-making under extreme uncertainty, resolving structural contradictions with multi-scenario planning and cross-validation.
How Jianwei Strategic Double-Engine Insight System Works
- Strategic Intent Anchoring: Defines and locks the core direction, success metrics, non-negotiable boundaries, and time horizons.
- Bad Strategy Check: Audits current strategies against Richard Rumelt's criteria to filter out empty goals and superficial statements.
- Hypothesis Generation & Screening: The Judgment Engine generates 2-3 mutually exclusive, leverage-heavy, and falsifiable hypotheses.
- Directed Verification: The Verification Engine queries specific frameworks (e.g., VRIO, BLM, TAM) and cross-references data to validate assumptions.
- Guidance and Action Formulation: Re-frames the scenario into actionable advice containing explicit what-not-to-do constraints and coherent roadmap steps.
- Double Audit: An independent Red Team attacks the findings while a Constitutional Audit validates all citations and citation credibility before output.
Jianwei Strategic Double-Engine Insight System Setup
Integrating and deploying strategic Openclaw Skills like jianwei is simple and can be completed via the command line:
# Step 1: Install the Openclaw CLI tool if you haven't already
npm install -g @openclaw/cli
# Step 2: Install the jianwei strategic insight skill
openclaw skill install jianwei
# Step 3: Run the strategy agent with your desired analysis command
openclaw run jianwei --command "/jianwei 战略"
Once installed, configure the system by specifying the target path to the methodology templates located in your reference directory for customized framework execution.
Jianwei Strategic Double-Engine Insight System Data Schema & Taxonomy
Skill Metadata & Expert Schema
The jianwei skill utilizes an expert cluster framework to delegate distinct strategic tasks to specialized sub-agents:
| Expert Role | Slug Identifier | Purpose |
|---|---|---|
| Demand Expert | jianwei-demand-expert | Analyzes market sizes, customer requirements, and target demographics. |
| Supply Expert | jianwei-supply-expert | Investigates value chains, unit economics, competitor capacities, and VRIO. |
| Audit Expert | jianwei-audit-expert | Conducts red-teaming, checks citation veracity, and enforces structural constraints. |
Generated Report Taxonomy
The final output is delivered in a structured markdown format covering:
- Executive Summary: Quick 90-second strategic overview.
- Strategy Map: Visual layout of strategic dimensions and dependencies.
- Strategic Intent & Diagnosis: Redefined situational context.
- Guidance & Coherent Actions: Detailed Gantt charts, risk mitigation, and exit triggers.
- Auditing Ledger: Verifiable records of Red Team attacks and Constitutional compliance checks.
Jianwei Strategic Double-Engine Insight System Advanced Features
- Multi-Agent Expert Clustering: Coordinates dynamic sub-agents for specialized demand, supply, and auditing processes to achieve deep domain coverage.
- Complexity-Based Routing: Automatically routes queries through simple, medium, complex, or S-grade pipelines depending on input density.
- Red Team Adversarial Attacks: Employs a dedicated adversarial phase to continuously challenge strategic diagnoses and pinpoint weak links.
- Constitutional Auditing: Performs rigorous automated quality assurance, enforcing structural consistency and performing factual citation checks.
- Dynamic Hypothesis Rejection Loops: Gracefully loops back to design alternative strategies when verification data refutes initial assumptions.
SKILL.md
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