Turning Ambiguity Into Clear Action
3 situationsLesson 17 • AI Agents5 steps
Turn a vague feature ask into a clear spec
3 Agent Skills
brainstormingto-prdspec-driven-implementation
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Lesson 17 • AI Agents5 steps
Write acceptance criteria for an AI feature without missing edge cases
3 Agent Skills
webapp-testingbrowser-testing-with-devtoolsdeliver-edge-cases
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Lesson 11 • AI Agents5 steps
Build an AI eval benchmark from scratch with zero sample data
3 Agent Skills
llm-evaluationgoogle-agents-cli-evalagentic-eval
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Prioritization & Technical Decisions
3 situationsLesson 19 • AI PM5 steps
Too many things at once - what do you prioritize first?
3 Agent Skills
product-brainstormingce-brainstormprioritization-frameworks
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Lesson 01 • AI Literacy5 steps
Deterministic rules or an AI model - how do you decide?
3 Agent Skills
codebase-designbetter-auth-security-best-practicesevaluating-new-technology
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Lesson 06 • AI PM5 steps
Decide between Prompting, RAG, or Fine-tuning for your AI feature
3 Agent Skills
prompt-engineering-patternsragfine-tuning-expert
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Communication & Stakeholder Persuasion
3 situations5 steps
Your draft sounds like AI wrote it - make it sound like you
3 Agent Skills
copywritingcopywriting-hookswriting-clearly-and-concisely
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Lesson 18 • AI PM5 steps
Persuade leadership about an AI feature's risk - with evidence
3 Agent Skills
security-and-hardeningsecurity-reviewrisk-assessment
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Lesson 14 • AI PM5 steps
Answer the compute/API cost question on the spot, no engineer needed
3 Agent Skills
unit-economicsforecastcost-estimate
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Research & Insight Synthesis
3 situationsLesson 01 • AI Agents5 steps
Turn scattered interviews into insight without making things up
3 Agent Skills
customer-researchresearchdiscover-interview-synthesis
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Lesson 03 • AI Literacy5 steps
Filter out hallucinations and over-extrapolations in AI feedback summaries
3 Agent Skills
firecrawl-deep-researchverification-before-completionuser-feedback-synthesizer
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Lesson 08 • AI PM5 steps
Deconstruct a competitor's AI feature without falling for marketing hype
3 Agent Skills
protocol-reverse-engineeringab-testingcompetitive-analysis
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Quality & Output Review
3 situations5 steps
AI-generated UI looks generic - bring it up to premium quality
4 Agent Skills
frontend-designredesign-existing-projectsui-ux-pro-maxinstall-anti-slop
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Lesson 09 • AI Agents5 steps
Audit and guardrail against critical hallucinations before public release
3 Agent Skills
ai-prompt-engineering-safety-reviewfirebase-security-rules-auditorprompt-guard
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Lesson 05 • AI Literacy5 steps
Calibrate AI response voice and tone to match your brand identity
3 Agent Skills
copywriting-tone-of-voice-creatorweb-design-guidelinesux-copy
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