mckinsey-style-visualization-skill
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Bu listing icin henuz AI raporu yok.
Professional consulting-style data visualization Claude Code Skill for strategic analysis and executive presentations (McKinsey/BCG style)
Strategy Consulting Visualization Skill
Marketplace-ready Agent Skill for executive strategy visualizations, board slides, competitive benchmarks, investment memos, market maps, timelines, waterfall charts, and data-backed slide specifications.
At a Glance
This skill turns raw business input into a board-ready visualization spec. It is structured as a portable SKILL.md package with references, proof examples, marketplace metadata, and local validation.
flowchart LR
A["Raw business notes"] --> B["Strategic question"]
B --> C["Insight headline"]
C --> D["Visualization pattern"]
D --> E["Slide spec"]
E --> F["Quality check"]
F --> G["Marketplace-ready proof"]
| Layer | What It Does | File |
|---|---|---|
| Skill entrypoint | Tells agents when and how to use the skill | SKILL.md |
| Pattern library | Selects the right executive visual | visualization-patterns.md |
| Style system | Defines palette, typography, layout, and chart rules | style-system.md |
| Prompt templates | Converts decisions and data into reproducible specs | prompt-templates.md |
| Quality rubric | Scores strategy, data, hierarchy, portability, and safety | quality-rubric.md |
| Proof pack | Shows input, expected output, and evaluation | examples/ |
| Marketplace layer | Provides listing copy and metadata | MARKETPLACE.md / manifest.json |
| Validation | Checks package structure before publishing | validate_skill.py |
Why This Exists
Most AI-generated business charts become generic dashboards or decorative slide art. This skill gives agents a stricter operating system for strategy-consulting visualization:
- insight-led headlines instead of descriptive titles
- pattern selection tied to executive decisions
- disciplined visual hierarchy, palette, typography, and density
- explicit data assumptions and source-sensitive caveats
- reusable slide specs that can be rendered by designers, agents, or presentation tools
What It Produces
The skill returns a structured deliverable:
Strategic question
Insight headline
Recommended visualization
Slide spec
Data and assumptions
Quality check
The output is meant to be useful before rendering. A consultant, designer, agent, or slide-generation tool should be able to use the spec without reverse-engineering the intent.
flowchart TB
subgraph Input["Input"]
I1["Metrics"]
I2["Business context"]
I3["Decision to support"]
end
subgraph Skill["Skill workflow"]
S1["Frame the decision"]
S2["Choose pattern"]
S3["Apply visual system"]
S4["Write slide spec"]
S5["Score with rubric"]
end
subgraph Output["Output"]
O1["Board slide spec"]
O2["Image-generation prompt"]
O3["Assumptions and caveats"]
end
Input --> Skill --> Output
Visualization Patterns
| Pattern | Best For | Example Decision |
|---|---|---|
| Time-series growth | Momentum, adoption, revenue, usage | Is growth accelerating? |
| Gap visualization | Current vs. target, leader vs. laggard | How large is the execution gap? |
| Before-after comparison | Intervention impact | Did the program justify investment? |
| Market share / adoption | Penetration and composition | Where is the center of gravity? |
| Investment / scale infographic | Capacity, spend, reach, operating scale | Who has the scale advantage? |
| Timeline | Rollouts, regulation, milestones | What must happen by when? |
| Contrast diagram | Region, strategy, or model comparison | Where is the structural difference? |
| 2x2 strategic framework | Positioning options or competitors | Which position is attractive? |
| Competitive benchmark table | Multi-criteria vendor or competitor review | Who leads on what matters? |
| Waterfall chart | Bridge, variance, cumulative change | What drove the delta? |
| Cover slide | Deck or section opening | What is the argument? |
| Executive summary strip | Compact board memo takeaway | What should leaders remember? |
Install
Personal Skill
git clone https://github.com/kgraph57/mckinsey-style-visualization-skill.git ~/.claude/skills/strategy-consulting-visualization
Project Skill
git clone https://github.com/kgraph57/mckinsey-style-visualization-skill.git .claude/skills/strategy-consulting-visualization
Direct Download
mkdir -p ~/.claude/skills/strategy-consulting-visualization
curl -o ~/.claude/skills/strategy-consulting-visualization/SKILL.md https://raw.githubusercontent.com/kgraph57/mckinsey-style-visualization-skill/main/SKILL.md
Clone the full repository for marketplace-quality behavior. The entrypoint references files in references/.
Validate
Run the local package check before publishing, listing, or submitting changes:
python3 scripts/validate_skill.py
Expected output:
OK: skill package passed validation
The validator checks the marketplace-critical pieces:
flowchart LR
A["SKILL.md metadata"] --> V["validate_skill.py"]
B["Required files"] --> V
C["Manifest JSON"] --> V
D["Proof examples"] --> V
E["Stale URLs and risky claims"] --> V
V --> F["Publishable package signal"]
Example Prompt
Use the strategy consulting visualization skill to turn this board update into five slide specs:
- ARR grew from $10M to $15M over four quarters.
- Enterprise expansion contributed $3M.
- Churn reduced revenue by $0.5M.
- AI workflow adoption grew from 18% to 64%.
- Forecast risk is concentrated in implementation capacity.
See the proof set:
Proof Flow
The proof pack shows how a future marketplace reviewer or buyer can inspect the asset quickly.
sequenceDiagram
participant User as Business input
participant Skill as Skill package
participant Spec as Slide spec
participant Rubric as Quality rubric
participant Market as Marketplace reviewer
User->>Skill: Provide board update notes
Skill->>Spec: Generate five structured slide specs
Spec->>Rubric: Score strategy, data, hierarchy, portability, safety
Rubric->>Market: Provide evidence that the package is reviewable
Repository Map
.
├── SKILL.md
├── references/
│ ├── style-system.md
│ ├── visualization-patterns.md
│ ├── prompt-templates.md
│ └── quality-rubric.md
├── examples/
│ ├── board-update-input.md
│ ├── board-update-slide-spec.md
│ └── evaluation-report.md
├── marketplace/
│ └── manifest.json
├── scripts/
│ └── validate_skill.py
├── MARKETPLACE.md
├── SECURITY.md
├── CHANGELOG.md
└── ROADMAP.md
Marketplace Readiness
| Readiness Area | Status | Evidence |
|---|---|---|
| Portable entrypoint | Ready | SKILL.md |
| Progressive loading | Ready | references/ |
| Proof examples | Ready | examples/ |
| Local validation | Ready | validate_skill.py |
| Marketplace metadata | Ready | manifest.json |
| Storefront copy | Ready | MARKETPLACE.md |
| Security posture | Ready | SECURITY.md |
| Product roadmap | Ready | ROADMAP.md |
| Release history | Ready | CHANGELOG.md |
Commercial Angle
This package is designed to become:
- a listed skill in future agent-skill marketplaces
- a premium template pack for executive visualization workflows
- a proof library for agents that create board-ready slide specs
- a foundation for later renderer or SaaS integration
flowchart TD
A["Open skill package"] --> B["Marketplace listing"]
B --> C["Proof gallery"]
C --> D["Premium template pack"]
D --> E["Renderer integration"]
E --> F["SaaS or acquisition path"]
Disclaimer
This is an independent skill package. It is not affiliated with, endorsed by, or sponsored by McKinsey & Company, Boston Consulting Group, Bain & Company, or any other consulting firm. Named firms may appear only as common style references or search terms.
License
MIT. See LICENSE.
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