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Community recipe · Research across apps

Verify a factual claim with independent evidence

Source-backed example. Practical decision guidance is proposed and untested; this is not a full implementation guide.

The problem

A claim may appear well supported while its citations repeat the same origin or ignore later corrections.

Agent job

Search supporting and contrary evidence, examine source independence and revisions and draft a cited assessment.

Expected output

A source-aware factual-claim review.

Where this framing comes from
  • Core problem: Editorial purpose framing
  • Agent job: Editorial purpose framing
  • Expected output: Editorial purpose framing
  • Relevant job roles: Editorial purpose framing
  • Benefit type: Editorial purpose framing
Editorial framing and outcome limits

Describes the task’s purpose and intended output; measured benefit, safe unsupervised operation and successful delivery are not established by this framing.

Editorial synthesis based on the linked source. This framing does not add evidence of successful delivery or results.

Case-specific decision guidance · untested

Case-specific decision guidance and first checks are original proposals. The linked source supports the attributed task; this added guidance has not been executed.

Read the attributed source evidence and original caveats below ↓

Why use this

  1. A reader checking a factual assertion may find many apparently independent articles that all repeat one original source. Later corrections or narrower definitions can also change whether the precise claim remains supported.

  2. A source-origin review could separate corroboration from repetition and show where evidence contradicts or qualifies the assertion. The reader would receive a bounded assessment rather than a confidence label based merely on the number of links.

Why an agent / simpler alternative

Useful judgment

Compare exact claim scope, trace shared origins and weigh relevant contrary evidence.

Simpler alternative

Check the primary source directly when the claim is narrow and its evidence is straightforward.

Unsuitable when

The question is a real-time high-stakes determination requiring specialist or immediate authoritative judgment.

Proposed inputs

  1. Name

    Exact assertion

    Owner

    Requester

    Minimum scope

    One claim with dates, entities and important qualifiers

    Quality check

    Avoid changing the claim into an easier version to verify.

  2. Name

    Evidence packet and search scope

    Owner

    Research owner

    Minimum scope

    Permitted sources, dated passages and known corrections

    Quality check

    Preserve original provenance and distinguish primary evidence from commentary.

Access and setup — proposed or unknown

Proposed minimum
  1. Read-only supplied evidence and an offline claim-evidence matrix.

Compatibility unknowns
  1. Unknown: exact runtime, search coverage, source access and revision-history availability.

External actions requiring approval
  1. Contacting sources, publishing consequential allegations or sharing restricted evidence.

Expected deliverable and review checks

Proposed artifact

Cited assessment with supporting/contrary evidence, origin groups and explicit unresolved questions.

Critical checks
  1. Evidence addresses the exact assertion and time scope.

  2. Shared-source articles are not treated as independent confirmation.

Missing output evidence

No new workflow run or output inspection is performed for this editorial layer. The linked implementation evidence retains the original source-specific outcome and artifact limits.

Failure signals and proposed responses

  1. Signal

    Several reports trace back to one unverified announcement.

    Why it matters

    Counting them separately would inflate confidence.

    Proposed response

    Group their shared origin and identify what independent evidence is missing.

  2. Signal

    A later correction changes a key number or qualifier.

    Why it matters

    An older quote may no longer support the claim.

    Proposed response

    Include the correction and revise the assessment’s scope.

Effort and cost — unknown

Setup work
  1. Define the assertion and source-independence criteria.

Ongoing review
  1. Check revisions and keep confidence tied to available evidence.

Unknowns
  1. Unknown: source completeness, access costs and unresolved evidentiary quality.

First check — proposed, unexecuted

Status

proposed_unexecuted

Synthetic fixture

Invented reports repeat one announcement, while a later primary-source correction narrows the original statement.

Acceptance checks
  1. The repeats remain one evidence origin.

  2. The correction changes the proposed assessment.

Stop conditions
  1. A missing primary source or high-stakes conclusion must be guessed.

Limits

  1. Editorial verification structure; source quantity alone does not establish truth or independent corroboration.

Tasks: Research & discovery

Useful for: ResearcherContent creator

Editorial relevance from the title and source-supported actions; not evidence of the operator’s occupation.
Hermes AgentIndependent testing: No

Editorial candidate. This is source-backed reporting or a documented workflow. BotCurrent has not independently tested this task. A proposed Canadian adaptation is not evidence of a Canadian deployment or compliance certification.

Original source

https://github.com/moonlight-lupin/agent-skills/blob/main/research/fact-checker/SKILL.md ↗

Attributed to: moonlight-lupin

Community recipe
Original action type
cross_app_investigation
What the source supports
Structures one assertion, searches confirmation and contradiction, extracts evidence passages, checks shared source origins and revisions, and generates a cited confidence report.
Source outcome limits
This community recipe describes a procedure; it does not prove successful execution or independently reproduced results.
Evidence attribution caveat
This community recipe describes a procedure; it does not prove successful execution or independently reproduced results.
Source approval description
Not specified; source frames reports for human review and excludes real-time high-stakes determinations.
Named tools
Python verify.py; web search; web extraction; JSON; Markdown
Model or version
Recipe skill version 1.0.0; Hermes runtime/model unspecified
Publication date
Unknown
Source last checked
2026-10-14
Demonstrated in Canada
Unknown
Canadian availability
Unknown
Proposed Canadian adaptation
Prefer Statistics Canada and other applicable Canadian primary sources, checking geography, vintage and language.
Recommended approval boundaries
Review material claims and source independence before publication; use qualified review for regulated topics.