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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

- 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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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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