Strategic Management GuideSAFE
🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.
Overview
🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.
e1ba289846fdOBSERVED · 2026-10-08Host compatibility
What the documentation claims. We have not run a compatibility test.
| Host | Status | Notes |
|---|---|---|
| openclaw | mentioned |
What it tells the agent
The instruction file, verbatim from the audited commit — this is the text the model reads, and the surface the audit's instruction layer examines. Quoted here so you can judge it without cloning anything.
---
name: strategic-management-guide
description: "Frameworks for strategic planning, resource allocation, and organizational an..."
metadata:
openclaw:
emoji: "♟️"
category: "domains"
subcategory: "business"
keywords: ["strategic management", "operations management", "market analysis", "organizational strategy", "resource allocation"]
source: "wentor"
---
# Strategic Management Guide
A research-oriented skill for applying strategic management theories and frameworks to academic case studies, organizational analysis, and business research. Covers classical and contemporary strategy frameworks with rigorous analytical methods.
## Core Strategic Frameworks
### Resource-Based View (RBV)
The RBV framework (Barney, 1991) evaluates competitive advantage through internal resources and capabilities. Apply the VRIO test:
| Criterion | Question | If "No" |
|-----------|----------|---------|
| Valuable | Does it exploit opportunity or neutralize threat? | Competitive disadvantage |
| Rare | Is it controlled by few firms? | Competitive parity |
| Inimitable | Is it costly to imitate? | Temporary advantage |
| Organized | Is the firm organized to capture value? | Unrealized advantage |
All four "Yes" answers indicate a **sustained competitive advantage**.
```python
# VRIO analysis scoring framework
def vrio_analysis(resources: list[dict]) -> dict:
results = {}
for r in resources:
name = r['name']
v, r_score, i, o = r['valuable'], r['rare'], r['inimitable'], r['organized']
if not v:
results[name] = 'competitive_disadvantage'
elif not r_score:
results[name] = 'competitive_parity'
elif not i:
results[name] = 'temporary_advantage'
elif not o:
results[name] = 'unrealized_advantage'
else:
results[name] = 'sustained_advantage'
return results
# Example usage
resources = [
{'name': 'proprietary_algorithm', 'valuable': True, 'rare': True, 'inimitable': True, 'organized': True},
{'name': 'office_space', 'valuable': True, 'rare': False, 'inimitable': False, 'organized': True},
]
print(vrio_analysis(resources))
# {'proprietary_algorithm': 'sustained_advantage', 'office_space': 'competitive_parity'}
```
## Strategic Planning Process
A structured approach to strategy formulation for research purposes:
### Phase 1: Environmental Scanning
- **External analysis**: PESTEL (Political, Economic, Social, Technological, Environmental, Legal)
- **Industry analysis**: Porter's Five Forces with quantified metrics
- **Stakeholder mapping**: Power-interest matrix to prioritize engagement
### Phase 2: Strategy Formulation
Apply Ansoff's Growth Matrix to map strategic options:
```
Existing Products New Products
Existing Markets Market Penetration Product Development
New Markets Market Development Diversification
```
For academic research, operationalize each quadrant with measurable indicators: market share growth rate, R&D investment ratio, geographic expansion metrics, and portfolio diversification index.
### Phase 3: Strategy Evaluation
Use the SAFe criteria (Johnson, Whittington & Scholes):
1. **Suitability** -- Does the strategy address key strategic issues?
2. **Acceptability** -- Risk, return, and stakeholder reactions
3. **Feasibility** -- Resources, capabilities, and timeline
## Balanced Scorecard Implementation
Translate strategy into measurable objectives across four perspectives:
```yaml
financial:
objectives:
- "Increase revenue by 15% YoY"
- "Reduce cost-to-serve by 10%"
kpis: ["revenue_growth_rate", "operating_margin"]
customer:
objectives:
- "Achieve NPS > 50"
- "Reduce churn below 5%"
kpis: ["net_promoter_score", "monthly_churn_rate"]
internal_process:
objectives:
- "Reduce cycle time by 20%"
- "Achieve 99.9% uptime"
kpis: ["avg_cycle_time_days", "system_uptime_pct"]
learning_growth:
objectives:
- "Increase training hours per employee"
- "Launch 3 new capabilities per quarter"
kpis: ["training_hours_per_fte", "new_capabilities_shipped"]
```
## Quantitative Strategy Tools
### Game Theory Applications
Model competitive interactions using payoff matrices:
```python
import numpy as np
# Prisoner's Dilemma payoff matrix
# (Row player payoff, Column player payoff)
# Strategies: Cooperate (0), Defect (1)
payoffs_row = np.array([[3, 0],
[5, 1]])
payoffs_col = np.array([[3, 5],
[0, 1]])
# Find Nash equilibria
for i in range(2):
for j in range(2):
row_best = payoffs_row[i, j] >= max(payoffs_row[:, j])
col_best = payoffs_col[i, j] >= max(payoffs_col[i, :])
if row_best and col_best:
print(f"Nash Equilibrium at ({i}, {j})")
```
### Scenario Planning
Structure scenario analysis with two critical uncertainties on perpendicular axes. Develop four internally consistent narratives, assign probability weights, and compute expected values for key decision variables. This approach enables robust strategy under deep uncertainty.
## References
- Barney, J. (1991). Firm Resources and Sustained Competitive Advantage. *Journal of Management*, 17(1), 99-120.
- Porter, M. E. (1980). *Competitive Strategy*. Free Press.
- Kaplan, R. S., & Norton, D. P. (1996). *The Balanced Scorecard*. Harvard Business Press.Trust audit
SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.
| Layer | What it checks | Result |
|---|---|---|
| L0 | Provenance & inventory | PASS |
| L1 | Static analysis of the code | NA |
| L2 | Instruction surface (what it tells the agent) | PASS |
| L3 | Class-specific surface | PASS |
| L4 | Behavioural (sandbox) | SKIPPED |
What the source does
- Filesystem
- none-observed
- Network
- none-observed
- Shell
- none-observed
- Dependencies
- pinned
- Secrets in source
- none-found
Findings (0)
No findings outside the package's declared scope.
Gates applied: no_behavioural_pass.
e1ba289846fdfull audit observations/trust-audit/skill/brycewang-stanford__strategic-management-guide.json · Report an issue / request a re-scanAudit history
Every audit this skill has had.
| Date | Source | Verdict | Grade | Score | Change |
|---|---|---|---|---|---|
| 2026-10-08 | e1ba289846fd | SAFE | B | 89 | first audit |
Questions
What does the Strategic Management Guide skill do?
🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库,覆盖8大社会科学学科的实证研究。CoPaper.AI 20分钟完成一篇可复现的规范实证论文,并支持用户上传 Skills。-- Maintained by CoPaper.AI from Stanford REAP.
Is Strategic Management Guide safe to install?
The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean skill reads B.
What can Strategic Management Guide access on my machine?
The audit observed no filesystem, network or shell use at all in its source.
Which assistants does Strategic Management Guide work with?
Its documentation mentions openclaw. That is what the text claims, not a compatibility test we ran.
How current is this page?
The grade is for one exact copy of the source (e1ba289846fd), read on 2026-10-08. The repository is watched, and a new audit runs when it changes — this is the first audit.