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08 Integration Synthesis · Scientific Problem Selection · anthropics/knowledge-work-plugins · Skills Docs
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22
Validate Data
Tech Debt
62
Recruiting Pipeline
71
Vendor Check
125
Zoom Meeting SDK Web
88
Vendor Review
181
Create An Asset
Video Sdk/web
This final individual skill synthesizes all previous skills into a coherent project plan and communication strategy. You’ll create a complete package that demonstrates thoughtful problem selection and rigorous planning.
“Tell a compelling story with your choices”
Humans love stories. Your project should have:
Setting: Background and problem framing
Problem statement: Clear, general enough to be interesting, specific enough to be distinctive
New idea/approach: Your angle (perturbation/measurement/theory: logic vs. technology)
Iteration: Loop of “we wondered X → did Y → found Z → interpreted as W”
Conclusion: What we learned and/or what’s now possible
Passion: Authentic enthusiasm
Collect your completed documents:
☐ Skill 1: Problem Ideation Document
☐ Skill 2: Risk Assessment Matrix
☐ Skill 3: Impact Assessment Document
☐ Skill 4: Parameter Strategy Document
☐ Skill 5: Decision Tree Map
☐ Skill 6: Adversity Playbook
☐ Skill 7: Problem Inversion Analysis (if applicable)
Story Structure for Your Project:
What’s known in the field?
What’s the gap or opportunity?
Why does this matter?
General enough: connects to broad principle
Specific enough: distinctive and tractable
Your framing from Skill 1
Perturbation/Measurement/Theory
Logic vs. Technology
What’s novel about your angle (from Skill 1)
How your optimization function shapes approach (from Skill 3)
Fixed vs. floating parameters (from Skill 4)
Decision points mapped out (from Skill 5)
Risk mitigation built in (from Skill 2)
Adversity contingencies (from Skill 6)
Your competitive advantage
Lab expertise
Your passion and alignment
Timeline and resources
Format 1: 3-Slide, 5-Minute Presentation
Setting + Problem statement
One key figure or schematic
Why this matters (optimization function)
New idea/angle
Key experiments or analyses
What makes this feasible
Decision tree highlights
Slide 3: Impact and Timeline
What you’ll learn or enable
Success metrics
Timeline with milestones
Your advantage
Minimal text (bullets are fine here)
Strong visuals
Tell story, don’t catalog facts
Passion shows through
Format 2: 1-Page Written Summary
Paragraph 1: Setting and problem (2-3 sentences)
Paragraph 2: Your approach and novelty (3-4 sentences)
Paragraph 3: Why it will work (risk mitigation, your advantage) (2-3 sentences)
Paragraph 4: Impact and timeline (2-3 sentences)
Total: ~250-300 words that could be abstract or summary
Format 3: 1-Minute Elevator Pitch
“I’m working on [problem] because [why it matters]”
“Current approaches are limited by [gap]”
“My angle is [approach] which is novel because [what’s new]”
“This will [impact] and I have [advantage]”
Practice until: Natural, passionate, memorable
Complete Project Plan Integrating All Skills:
Section 1: Problem Selection Rationale
How you generated this idea (Skill 1 intuition pumps)
Why this problem matters (Skill 3 optimization function)
Your competitive advantage
Section 2: Risk Management
Assumption analysis table (Skill 2)
Go/no-go experiments
Timeline with checkpoints
Mitigation strategies
Section 3: Execution Strategy
Fixed vs. floating parameters (Skill 4)
Decision tree navigation plan (Skill 5)
Adversity response protocols (Skill 6)
Project ensemble (alternative paths)
Section 4: Communication Plan
Presentations (3-slide deck)
Written summary (1-page)
Elevator pitch (1-minute)
Key messages for different audiences
Section 5: Career Alignment
How this fits your trajectory
Skills you’ll develop
Network you’ll build
Next steps after this project
Document 1: Integrated Project Plan (4-6 pages)
All sections above
References to individual skill outputs
Timeline and milestones
Resource requirements
Document 2: Communication Materials
3-slide presentation
1-page summary
Elevator pitch script
Talking points for different audiences
Document 3: Living Documents
Decision tree (to update regularly)
Risk assessment (to review quarterly)
Adversity playbook (to consult in crisis)
Parameter strategy (to revisit if stuck)
Integration, Not Duplication: Each skill output serves a purpose in the whole
Story Over Catalog: Communicate choices, not just facts
Passion Matters: Authentic enthusiasm is persuasive
Living Plan: This evolves; revisit quarterly
Alignment: Project, values, and career fit together
Preparation: You’ve thought through contingencies
Communication: You can pitch this clearly to anyone
With all skills complete, you now have a comprehensive, thoughtful, rigorous approach to problem selection and project planning. This is the highest-leverage work you can do in science.
references/08-integration-synthesis.md