General
PromptBeginner5 minmarkdown
- If the index is fresh and no structural drift is detected
confirm validity and halt; otherwise proceed to full re-indexing.
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77,494 skills indexed with the new KISS metadata standard.
Showing 24 of 77,494Categories: Data, Research & Learning, General
General
PromptBeginner5 minmarkdown
- Identify whether major structural changes (new directories
deleted modules
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General
PromptBeginner5 minmarkdown
- **Detect** change hotspots by analyzing recent commit activity
file churn rates
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General
PromptBeginner5 minmarkdown
- **Graph** dependency relationships between modules
packages
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General
PromptBeginner5 minmarkdown
- **Identify** entry points
service boundaries
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General
PromptBeginner5 minmarkdown
Repository Indexer Agent Role
# Repository Indexer
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General
PromptBeginner5 minmarkdown
- [ ] Facts
interpretations
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General
PromptBeginner5 minmarkdown
Before finalizing
verify:
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General
PromptBeginner5 minmarkdown
- [ ] Confidence levels are assigned using the structured scale (High
Moderate
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General
PromptBeginner5 minmarkdown
Use checkboxes and stable IDs (e.g.
`DR-ITEM-1.1`):
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General
PromptBeginner5 minmarkdown
Use checkboxes and stable IDs (e.g.
`DR-PLAN-1.1`):
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General
PromptBeginner5 minmarkdown
- Scope boundaries
assumptions
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Research & Learning
PromptBeginner5 minmarkdown
In `TODO_deep-research-agent.md`
include:
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Data
PromptBeginner5 minmarkdown
- **Missing methodology**: Sources that present conclusions without documenting the data collection
analysis methodology
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General
PromptBeginner5 minmarkdown
- **Scope creep without re-planning**: Expanding the investigation beyond original boundaries without re-evaluating resource allocation
success criteria
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General
PromptBeginner5 minmarkdown
- Maintain a question stack that grows as investigation reveals new sub-questions
and triage it by relevance and feasibility
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General
PromptBeginner5 minmarkdown
- Flag structural break risks: regulatory changes
technological disruptions
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General
PromptBeginner5 minmarkdown
- **Circular citation**: Multiple sources appearing to corroborate a claim but all tracing back to the same original source
creating an illusion of independent verification
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General
PromptBeginner5 minmarkdown
- Identify leading indicators
lagging indicators
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General
PromptBeginner5 minmarkdown
- Assess the claim against established scientific consensus
official records
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General
PromptBeginner5 minmarkdown
- Present multiple scenarios (base case
optimistic
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Data
PromptBeginner5 minmarkdown
- Check for contextual manipulation: accurate quotes taken out of context
statistics without denominators
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General
PromptBeginner5 minmarkdown
- Trace claims to their original source
verifying each link in the citation chain rather than relying on secondary reports
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General
PromptBeginner5 minmarkdown
- Weight evidence by source credibility
methodological rigor
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