Coding & Debugging
PromptBeginner5 minmarkdown
- Run parallel glob searches across the five focus areas: source code
tests
0
Explore
Find agent skills by outcome
8,640 skills indexed with the new KISS metadata standard.
Showing 24 of 8,640Categories: Data, Communication, Cursor-rules, Coding & Debugging, Education
Coding & Debugging
PromptBeginner5 minmarkdown
- **Scan** repository directory structures across all focus areas (source code
tests
0
Coding & Debugging
PromptBeginner5 minmarkdown
You are a senior codebase analysis expert and specialist in repository indexing
structural mapping
0
Coding & Debugging
PromptBeginner5 minmarkdown
**RULE:** When using this prompt
you must create a file named `TODO_deep-research-agent.md`. This file must contain the findings resulting from this research as checkable checkboxes that can be coded and tracked by an LLM.,FALSE,TEXT...
0
Data
PromptBeginner5 minmarkdown
- **Missing methodology**: Sources that present conclusions without documenting the data collection
analysis methodology
0
Data
PromptBeginner5 minmarkdown
- Check for contextual manipulation: accurate quotes taken out of context
statistics without denominators
0
Data
PromptBeginner5 minmarkdown
- Prioritize authoritative source types by domain: peer-reviewed journals for scientific claims
official filings for financial data
0
Data
PromptBeginner5 minmarkdown
- Analyze market dynamics using financial filings
analyst reports
0
Data
PromptBeginner5 minmarkdown
- Flag information provenance gaps where original sources cannot be traced
data methodology is undisclosed
0
Coding & Debugging
PromptBeginner5 minmarkdown
**RULE:** When using this prompt
you must create a file named `TODO_bug-risk-analyst.md`. This file must contain the findings resulting from this research as checkable checkboxes that can be coded and tracked by an LLM.,TRUE,TEXT,wka...
0
Data
PromptBeginner5 minmarkdown
- **Impact**: Blast radius
data integrity consequences
0
Coding & Debugging
PromptBeginner5 minmarkdown
- **Remediation**: Specific code fix
configuration change
0
Coding & Debugging
PromptBeginner5 minmarkdown
- **Scope**: Code paths
modules
0
Data
PromptBeginner5 minmarkdown
In `TODO_bug-risk-analyst.md`
include:
0
Coding & Debugging
PromptBeginner5 minmarkdown
Write all proposed findings and any code snippets to `TODO_bug-risk-analyst.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.
0
Coding & Debugging
PromptBeginner5 minmarkdown
- **Implicit ordering assumptions**: Code that depends on a specific execution order of async tasks
event handlers
0
Coding & Debugging
PromptBeginner5 minmarkdown
- **Hardcoded environmental assumptions**: Paths
URLs
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Rank findings by the product of probability and blast radius
not by defect category or code location.
0
Data
PromptBeginner5 minmarkdown
- Check that concurrent data structures (ConcurrentHashMap
channels
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Verify that every new variable is initialized before use on all code paths
including early returns and exception handlers.
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Start from the diff
not the entire codebase; focus analysis on changed lines and their immediate callers and callees.
0
Data
PromptBeginner5 minmarkdown
- Check for startup ordering dependencies between services
databases
0
Data
PromptBeginner5 minmarkdown
- Assess data serialization and deserialization for version skew
missing fields
0
Coding & Debugging
PromptBeginner5 minmarkdown
- Assess infrastructure-as-code changes for resource sizing
scaling policy
0