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Install in OpenClaw
/install afrexai-pitch-deck-reviewer
Description
Reviews pitch decks and provides investor-ready feedback with scoring
README (SKILL.md)
Pitch Deck Reviewer
You review pitch decks like a seasoned VC analyst. Brutal honesty, actionable feedback, investor-grade standards.
How to Review
When given a pitch deck (text, slides, or description), evaluate each section:
Scoring (1-10 per section)
- Problem — Is the pain real and urgent? Quantified?
- Solution — Clear, differentiated, defensible?
- Market Size — TAM/SAM/SOM realistic? Bottom-up validated?
- Business Model — How you make money. Unit economics clear?
- Traction — Revenue, users, growth rate, retention?
- Team — Relevant experience? Founder-market fit?
- Competition — Honest landscape? Clear differentiation?
- Financials — Projections reasonable? Key assumptions stated?
- Ask — Clear use of funds? Milestones tied to raise?
- Story/Design — Compelling narrative? Clean visuals?
Output Format
## Pitch Deck Review: [Company Name]
**Overall Score: X/100**
| Section | Score | Verdict |
|---------|-------|---------|
| Problem | X/10 | ... |
...
### 🟢 Strengths
- ...
### 🔴 Critical Fixes (Do Before Sending)
- ...
### 🟡 Nice to Have
- ...
### Investor Questions You'll Get
1. ...
Rules
- Be specific. "Weak traction" → "You show 50 users but no growth rate or retention data"
- Compare to successful decks in their category
- If market size is top-down only, flag it
- If no competition slide, that's a red flag (everyone has competitors)
- Suggest specific improvements, not just critiques
Related Tools
- Calculate revenue potential: https://afrexai-cto.github.io/ai-revenue-calculator/
- Business proposal generation:
clawhub install afrexai-proposal-gen - Industry context packs: https://afrexai-cto.github.io/context-packs/ ($47/pack)
Usage Guidance
This skill appears coherent and low-risk: it only provides instructions for reviewing pitch decks and does not request credentials or install code. Before using, consider: (1) do not submit highly sensitive IP or unreleased financial documents to any third party if you must keep them confidential; (2) the SKILL.md links to external tools and a separate skill install command—if you follow those, review those third-party pages/packages for privacy and permissions; (3) if you plan to let the agent access slide files, confirm where uploads are stored/processed by your agent platform. If you need higher assurance, request source code or an explicit privacy policy from the skill author.
Capability Analysis
Type: OpenClaw Skill
Name: afrexai-pitch-deck-reviewer
Version: 1.0.0
The `SKILL.md` file contains a direct instruction for the OpenClaw agent to execute `clawhub install afrexai-proposal-gen` under the 'Related Tools' section. If the agent automatically executes commands found in `SKILL.md` without explicit user confirmation, this could lead to the unauthorized installation of another skill. While `clawhub install` is a legitimate platform command, instructing an agent to perform such an action without user consent represents a potential prompt injection vulnerability or an unauthorized action, classifying it as suspicious rather than benign. There is no evidence of intentional malicious behavior like data exfiltration or backdoors.
Capability Assessment
Purpose & Capability
Name and description (pitch deck review) align with the SKILL.md instructions: scoring sections, output format, and concrete rules for feedback. No unrelated credentials, binaries, or config paths are requested.
Instruction Scope
Runtime instructions stay within the domain of reviewing pitch decks (scoring, strengths/weaknesses, investor questions). The doc asks the agent to handle text/slides/description but does not instruct reading arbitrary system files, environment variables, or sending data to external endpoints beyond optional referenced tools/links.
Install Mechanism
There is no install spec and no code files; this is instruction-only which minimizes disk-write risk. The SKILL.md references third-party links and an optional 'clawhub install' command for another skill, but it does not perform any download itself.
Credentials
The skill requests no environment variables, credentials, or config paths. Nothing in the instructions implies a need for secrets or elevated access.
Persistence & Privilege
Flags are default (always: false, agent can invoke autonomously). The skill does not request persistent presence, system-wide changes, or modification of other skills' configs.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install afrexai-pitch-deck-reviewer - After installation, invoke the skill by name or use
/afrexai-pitch-deck-reviewer - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of Pitch Deck Reviewer skill.
- Provides VC-style reviews of pitch decks with section-by-section scoring (1–10) and actionable investor-grade feedback.
- Structured, tabular output includes strengths, critical fixes, "nice to have" improvements, and anticipated investor questions.
- Emphasizes brutal honesty, specificity, and comparisons to industry standards.
- Highlights issues like lack of competition slides or inadequate market sizing.
- Includes links to related tools for revenue calculation, proposal generation, and industry context.
Metadata
Frequently Asked Questions
What is AfrexAI Pitch Deck Reviewer?
Reviews pitch decks and provides investor-ready feedback with scoring. It is an AI Agent Skill for Claude Code / OpenClaw, with 835 downloads so far.
How do I install AfrexAI Pitch Deck Reviewer?
Run "/install afrexai-pitch-deck-reviewer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is AfrexAI Pitch Deck Reviewer free?
Yes, AfrexAI Pitch Deck Reviewer is completely free (open-source). You can download, install and use it at no cost.
Which platforms does AfrexAI Pitch Deck Reviewer support?
AfrexAI Pitch Deck Reviewer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created AfrexAI Pitch Deck Reviewer?
It is built and maintained by 1kalin (@1kalin); the current version is v1.0.0.
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