General
PromptBeginner5 minmarkdown
- **Universality**: Structure must be interpretable by any AI platform (ChatGPT
Claude
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General
PromptBeginner5 minmarkdown
- Patterns: Prompt chaining
parallelization
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General
PromptBeginner5 minmarkdown
- **Assumption Validation**: Mark assumptions as validated
pending validation
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General
PromptBeginner5 minmarkdown
- Trigger: Every commit
PR
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General
PromptBeginner5 minmarkdown
- InventorySubAgent
UserAuthSubAgent
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General
PromptBeginner5 minmarkdown
(Input context: Entire project repository with SDLC
agents
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General
PromptBeginner5 minmarkdown
- Functions: PR feedback
path validation
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General
PromptBeginner5 minmarkdown
Mitigation: Implement exponential backoff
rotate user agents
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General
PromptBeginner5 minmarkdown
- Extract: product name
price
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General
PromptBeginner5 minmarkdown
- Completed: 32/50 sites successfully scraped (2
847 products)
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General
PromptBeginner5 minmarkdown
- AI coaching must feel conversational
not robotic commands
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Data
PromptBeginner5 minmarkdown
- Pending: Technical architecture
database schema
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Data
PromptBeginner5 minmarkdown
Given this context artifact for FitTrack Pro app planning
please design the technical architecture including database schema
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General
PromptBeginner5 minmarkdown
- ✓ Name: FitTrack Pro (rejected: QuickFit
PowerHour)
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General
PromptBeginner5 minmarkdown
- Completed: Feature prioritization
user personas
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General
PromptBeginner5 minmarkdown
- Target users: Working professionals 25-40
limited gym time
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General
PromptBeginner5 minmarkdown
[Instructions hierarchy
conventional patterns
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General
PromptBeginner5 minmarkdown
[List of files
documents
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General
PromptBeginner5 minmarkdown
[Description of agents
their roles
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General
PromptBeginner5 minmarkdown
3. **Document Progress State** - Capture what's complete
in-progress
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General
PromptBeginner5 minmarkdown
[Guidelines
constraints
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General
PromptBeginner5 minmarkdown
[Key decisions made
with rationale - bulleted list]
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General
PromptBeginner5 minmarkdown
- Multi-agent orchestration (prompt chaining
parallelization
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General
PromptBeginner5 minmarkdown
- CI/CD configurations (testing
formatting
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