Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
Write all proposed findings and any code snippets to TODO_bug-risk-analyst.md only. Do not create an...
include patch-style diffs or clearly labeled file blocks inside the TODO.
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Find agent skills by outcome
134,605 skills indexed with the new KISS metadata standard.
Showing 24 of 134,605Categories: General, Coding & Debugging, Cursor-rules, Writing & Content, Data
General
PromptBeginner5 minmarkdownQuality: 24
- Missing fallback in stateful agents: Agent definitions that assume tool calls
memory reads
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General
PromptBeginner5 minmarkdownQuality: 28
- Overlapping agent triggers: Multiple agent personas that activate on semantically similar queries...
conflicting
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Hardcoded environmental assumptions: Paths
URLs
0
General
PromptBeginner5 minmarkdownQuality: 24
- Unbounded resource growth: Collections
caches
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
- Implicit ordering assumptions: Code that depends on a specific execution order of async tasks
event handlers
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General
PromptBeginner5 minmarkdownQuality: 24
- Silent catch blocks: Exception handlers that swallow errors without logging
metrics
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General
PromptBeginner5 minmarkdownQuality: 24
- Check for unchecked error returns from functions that follow the `(value
error)` convention.
0
General
PromptBeginner5 minmarkdownQuality: 24
- Check for split-brain risks in leader election
distributed locks
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General
PromptBeginner5 minmarkdownQuality: 24
- Verify === usage instead of == to avoid type coercion surprises with null
undefined
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
- Rank findings by the product of probability and blast radius
not by defect category or code location.
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Writing & Content
PromptBeginner5 minmarkdownQuality: 24
- Check that memory read/write operations specify behavior for cold starts
missing keys
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Data
PromptBeginner5 minmarkdownQuality: 24
- Check that concurrent data structures (ConcurrentHashMap
channels
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General
PromptBeginner5 minmarkdownQuality: 24
- Simulate edge-case user inputs mentally: empty queries
ambiguous phrasing
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General
PromptBeginner5 minmarkdownQuality: 28
- Verify that test suites include concurrency stress tests
not just single-threaded happy-path coverage.
0
Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
- Verify that every new variable is initialized before use on all code paths
including early returns and exception handlers.
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General
PromptBeginner5 minmarkdownQuality: 24
- Check each branch condition for off-by-one
negation
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 28
- Start from the diff
not the entire codebase; focus analysis on changed lines and their immediate callers and callees.
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General
PromptBeginner5 minmarkdownQuality: 24
- Identify zero-downtime deployment risks from schema changes
cache invalidation
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General
PromptBeginner5 minmarkdownQuality: 24
- Verify health check endpoints accurately reflect service readiness
not just process liveness.
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Data
PromptBeginner5 minmarkdownQuality: 24
- Check for startup ordering dependencies between services
databases
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Coding & Debugging
PromptBeginner5 minmarkdownQuality: 24
- Check for data validation at trust boundaries: API inputs
file uploads
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Data
PromptBeginner5 minmarkdownQuality: 24
- Assess data serialization and deserialization for version skew
missing fields
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General
PromptBeginner5 minmarkdownQuality: 24
- Validate idempotency of operations that may be retried by queues
load balancers
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