AI Skill Report Card

Generated Skill

B-70·Jan 16, 2026
YAML
--- name: initiating-client-discovery description: Researches prospects and drafts personalized outreach emails to CEOs for climate/biotech consulting discovery calls. Use when reaching out to potential new clients. ---

Initiating Client Discovery

Research → Draft → Send sequence for CEO outreach:

1. Company: [Target Company]
2. CEO: [Name] 
3. Key insight: [Specific challenge/opportunity found]
4. Value prop: [How your expertise applies]
5. CTA: 15-min discovery call
Recommendation
Consider adding more specific examples

Research Phase:

  • Company website: business model, recent initiatives, team
  • News articles: funding, partnerships, regulatory changes
  • LinkedIn/social: CEO background, company updates
  • Industry context: market pressures, compliance requirements

Email Drafting:

  • Personalized subject line referencing specific company context
  • Opening with relevant insight about their business
  • Brief credibility statement (relevant client/outcome)
  • Specific value hypothesis for their situation
  • Low-friction meeting request (15 mins)

Quality Check:

  • No generic language or templates
  • Demonstrates actual research
  • Clear connection between their need and your expertise
  • Easy calendar scheduling mechanism
Recommendation
Include edge cases

Example 1: Input: Algae biofuel startup, Series A, CEO with oil & gas background Output:

Subject: Carbon intensity reduction for [Company] biofuels

Hi [CEO Name],

Saw your recent partnership with [Refinery Co] - smart move given the new LCFS credit structures in California. The margin compression you're likely seeing on traditional pathways creates a real opportunity for algae-based alternatives.

I've helped three biofuel companies navigate similar scaling challenges, including [Client] who improved their CI score by 40% through feedstock optimization. 

Given your oil & gas background, you're probably thinking about this differently than most biotech founders. Would be curious to hear your take on the regulatory arbitrage opportunity.

Worth a brief chat? 15 minutes to explore if there's a fit.

[Calendar link]

Best,
[Name]

Example 2: Input: Carbon capture hardware company, post-IPO, scaling manufacturing Output:

Subject: Manufacturing economics for [Company] DAC units

Hi [CEO Name],

Your Q3 earnings call mentioned the challenge of reaching $150/tonne cost targets while scaling production. This is exactly the manufacturing strategy work we do with climate hardware companies.

Just finished a similar project with [Client] where we redesigned their supply chain to reduce unit costs by 35% while maintaining quality standards for industrial-scale deployment.

The intersection of your engineering background and the current CapEx environment creates some interesting strategic options worth exploring.

15 minutes to discuss? Happy to share some initial thoughts.

[Calendar link]

Best,
[Name]

Research Quality:

  • Look for recent inflection points (funding, partnerships, regulatory changes)
  • Identify CEO's professional background and expertise
  • Find specific operational or financial challenges mentioned publicly
  • Note competitive positioning and market dynamics

Email Craft:

  • Lead with business insight, not personal introduction
  • Reference specific, recent company developments
  • Use industry terminology they'd recognize
  • Mention relevant client outcomes without violating confidentiality
  • Request 15 minutes maximum (signals efficiency)

Credibility Signals:

  • Name-drop relevant clients (with permission) or anonymize outcomes
  • Reference specific industry knowledge (regulations, market dynamics)
  • Demonstrate understanding of their business model
  • Show awareness of their competitive landscape
  • Generic templates that could apply to any company
  • Leading with your credentials instead of their business
  • Requesting 30+ minute calls (too much commitment)
  • Focusing on your services rather than their challenges
  • Missing recent news or developments that show lack of research
  • Using buzzwords without demonstrating actual expertise
  • Forgetting to include clear next steps or calendar link
0
Grade B-AI Skill Framework
Scorecard
Criteria Breakdown
Quick Start
11/15
Workflow
11/15
Examples
15/20
Completeness
15/20
Format
11/15
Conciseness
11/15