financeflash/unvibecode/rag-question-answering-with-evidence-and-citations

Claude Code and agent skill by financeflash/unvibecode

Trust tier 3
  • community
Source check pending

Checking that the SKILL.md file is still in the repository.

Design, implement, or review tests for RAG Question Answering with Evidence and Citations. Use when complete normal, invalid, boundary, injection, authorization, replay, provider, recovery, privacy, and misuse scenarios are needed.

Install

npx vskill@latest install financeflash/unvibecode/rag-question-answering-with-evidence-and-citations

SKILL.md

Test RAG Question Answering with Evidence

Cover:

  1. Authorized question returns cited answer
  2. Insufficient evidence causes abstention
  3. Conflicting sources remain explicit
  4. Question or source scope is missing
  5. Question or retrieved content is excessive
  6. Candidate source is unauthorized
  7. Document contains prompt injection
  8. Question normalization changes meaning
  9. Index changes during request
  10. Freshness boundary is reached
  11. Answer response is lost
  12. Cached request is replayed
  13. RAG queries are flooded
  14. Retrieval succeeds but generation fails
  15. Retrieval or model provider times out
  16. Answer succeeds but response is lost
  17. Cross-tenant result enters candidates
  18. RAG failure is logged
  19. Source permission changes mid-request
  20. Citation mapping fails

For each scenario write Given, When, expected response and authoritative state changes, forbidden outcomes, test level, fixtures, controlled provider or source behavior, and cleanup.

Security

  • Security scanPassed, 90 of 100Pattern checks on the skill's files.
  • Model reviewPassed

Quality evaluation

  • Task evaluationNot runNo evaluation yet. Run one in Skill Studio.

Source

Popularity

7-day trend score
5

Not refreshed yet.

Works with

Any agent vskill installs to: 56 targets in all. These 39 have a page on this site.

  • Claude Code
  • Cursor
  • GitHub Copilot
  • Windsurf
  • Codex
  • Gemini CLI
  • Cline
  • Amp
  • Roo Code
  • Goose
  • Continue
  • Kilo Code
  • Junie
  • Trae
  • OpenHands
  • Qwen Code
  • AI Agent
  • Tabnine Chat
  • Sourcegraph Cody
  • Amazon Q
  • Firebase Genkit
  • Sweep
  • Devin
  • Phind
  • Mentat
  • Claude Desktop
  • Aider
  • GPT Pilot
  • Plandex
  • bolt.new
  • v0
  • Replit Agent
  • Anse
  • TypingMind
  • BetterChatGPT
  • LibreChat
  • Warp AI
  • Pieces
  • Fig AI
Embed badge
vskill VERIFIED badge
[![vskill VERIFIED](https://verified-skill.com/api/v1/skills/financeflash/unvibecode/rag-question-answering-with-evidence-and-citations/badge)](https://verified-skill.com/skills/financeflash/unvibecode/rag-question-answering-with-evidence-and-citations)

Something wrong with this skill or its page? Tell us.