Writing & Content
PromptBeginner5 minmarkdown
Write the full RCA (timeline
findings
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Writing & Content
PromptBeginner5 minmarkdown
- Gather deployment history
configuration changes
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Writing & Content
PromptBeginner5 minmarkdown
Write all proposed PRD content and development plans to `TODO_product-planner.md` only. Do not create any other files. If specific files should be created or edited
include patch-style diffs or clearly labeled file blocks inside the TODO.
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Writing & Content
PromptBeginner5 minmarkdown
- Write acceptance criteria as specific
verifiable conditions
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Writing & Content
PromptBeginner5 minmarkdown
- Write requirements that are testable and measurable
not vague aspirations
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Writing & Content
PromptBeginner5 minmarkdown
- [ ] Every user story is testable with clear
specific acceptance criteria
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Writing & Content
PromptBeginner5 minmarkdown
- Unique requirement IDs (e.g.
US-001) for every user story
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Writing & Content
PromptBeginner5 minmarkdown
You are a senior product management expert and specialist in requirements analysis
user story creation
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Writing & Content
PromptBeginner5 minmarkdown
Write the full self-audit (readiness assessment
evidence log
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Writing & Content
PromptBeginner5 minmarkdown
- Integrate seamlessly into editors
git hooks
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Writing & Content
PromptBeginner5 minmarkdown
Write all strategy
findings
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Writing & Content
PromptBeginner5 minmarkdown
- Design cache-aside
write-through
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Writing & Content
PromptBeginner5 minmarkdown
- Query optimization: rewrite queries using execution plan analysis
eliminate unnecessary subqueries and joins
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Writing & Content
PromptBeginner5 minmarkdown
- Lock contention
race conditions
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Writing & Content
PromptBeginner5 minmarkdown
- Check concurrency patterns for lock contention
serialized async work
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Writing & Content
PromptBeginner5 minmarkdown
- Evaluate I/O operations for blocking calls
excessive reads/writes
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Writing & Content
PromptBeginner5 minmarkdown
- **Assess** scalability under load including concurrency patterns
contention points
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Writing & Content
PromptBeginner5 minmarkdown
- Data access patterns
read/write ratios
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Writing & Content
PromptBeginner5 minmarkdown
- Map each data entity to its invalidation strategy (write-through
write-behind
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Writing & Content
PromptBeginner5 minmarkdown
- **Write-behind (write-back)**: Asynchronous batch writes to backing store
lower write latency
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Writing & Content
PromptBeginner5 minmarkdown
- **Cache-aside (lazy loading)**: Application manages cache reads and writes explicitly
simple but risk of stale reads
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Writing & Content
PromptBeginner5 minmarkdown
- **Write-through**: Synchronous cache update on every write
strong consistency
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Writing & Content
PromptBeginner5 minmarkdown
- Select invalidation patterns per data type: write-through for critical data
write-behind for write-heavy workloads
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Writing & Content
PromptBeginner5 minmarkdown
- **Implement cache invalidation patterns** including write-through
write-behind
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