Verify content claims via web research before writing or editing.
npx skills add https://github.com/Muvon/octomind-tap --skill content-grounding
Please help me install this Agent Skill. Skill: content-grounding Source: https://github.com/Muvon/octomind-tap/tree/main/skills/content-grounding Command: npx skills add https://github.com/Muvon/octomind-tap --skill content-grounding
Prevents content hallucinations by forcing confidence triage, triggering live research when needed, and escalating to the user when verification fails.
Use the content-grounding skill to draft or edit a factual article while automatically researching and verifying any uncertain product, feature, version, pricing, or quote claims.
High-intent search queries and answers about installing and using this skill.
Preventing content hallucinations requires confidence triage to classify claims before writing. You must trigger live websearch and webfetch to verify unfamiliar specifics like pricing or versions, and flag unverifiable facts with a needs verification tag.
Verifying product pricing and software versions requires mandatory research triggers that block writing until live websearch retrieves primary sources. You then cross-reference facts, annotate citations, and generate a grounding report for the blog post.
Editing existing drafts safely requires a safe editing protocol that preserves existing factual claims. You verify unfamiliar entities before changing them, and edit only non-factual aspects when authoritative webfetch sources are missing.
When live websearch fails to verify statistics or quotes, the content is flagged with a needs verification marker. The workflow escalates with a single targeted question to the user instead of asserting the unverified claim.
Content grounding does not work without websearch and webfetch dependencies. These capabilities are required to retrieve primary sources, cross-reference facts, and confirm time-sensitive items or niche subjects during the writing workflow.
ajayatwal1105-emersonExtract factual claims from marketing content and verify them against evidence JSON.
BurburtonUpdate user guides from implementation-summary, verification-report, and design-note artifacts.
KaiserWhoLearnsExtract and format bibliographic metadata from DOIs, PMIDs, arXiv IDs, and URLs.
bykoleksii-hardoFetch cited URLs and score statistical claim accuracy in blog posts.
