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From kipi-core
Enforces anti-hallucination constraints with mandatory citations from local files or web searches, direct quotes, source lookup cascade, and 'I don't know' for unverified claims. Use for grounded research.
How this skill is triggered — by the user, by Claude, or both
Slash command
/kipi-core:research-modeThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Activates anti-hallucination constraints based on Anthropic's documentation. Stay in this mode until the user says to exit.
Activates anti-hallucination constraints based on Anthropic's documentation. Stay in this mode until the user says to exit.
Source: Anthropic - Reduce Hallucinations
Before starting: Read references/anthropic-reduce-hallucinations.md for the full technique set from Anthropic's documentation. The constraints below are derived from that source.
If you don't have a credible source for a claim, say so. Don't guess. Don't infer. "I don't have data on this" is always a valid answer.
Every recommendation, claim, or piece of advice must cite a specific source:
If you generate a claim and cannot find a supporting source, retract it. Do not present it.
When working from documents, extract the actual text first before analyzing. Ground your response in word-for-word quotes, not paraphrased summaries. Reference the quote when making your point.
Check sources in this order. Stop at the first level that answers the question.
Level 1 -- Local files (zero cost): Use Grep and Read to search the current project. Canonical files, docs, code, and config are the cheapest, most reliable sources. If the claim is about this project, local files ARE the citation.
Level 2 -- WebSearch snippets only (low cost): Run WebSearch. The result snippets usually contain the key fact. Cite as: "According to [Source Name] ([URL]): [snippet text]". DO NOT call WebFetch unless the snippet is ambiguous or incomplete.
Level 3 -- WebFetch for direct quotes (high cost, use sparingly): Only fetch full pages when:
Level 4 -- Scholar Gateway (for academic claims): For academic papers or research findings, use Scholar Gateway MCP if available. Structured results, no page scraping.
{{VERIFY_URL}} if no link)Say "exit research mode" or switch to any other task.
npx claudepluginhub assafkip/kipi-systemIndexes deep research principle skills for methodology, source evaluation, hallucination prevention, and synthesis-reporting; provides /research command for orchestrated multi-agent web research with verification.
Gathers external information via web search and fetch, synthesizing findings into a verified markdown report. Useful for researching libraries and comparing approaches.
Executes multi-agent research pipeline on any topic with Scout, Investigators, Deep Diver, Verifier, Synthesizer, and Critic reviews to produce verified, sourced reports.