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Pre-Publish Fact Checker
by
jernejcicorbin-hub
· GitHub ↗
· v1.0.2
· MIT-0
12985
Downloads
0
Stars
0
Active Installs
3
Versions
Install in OpenClaw
/install claim-verifier
Description
Verify external factual claims in draft content before publishing or sending. Produces a structured claim verification report with evidence links.
Usage Guidance
Install if you are comfortable sending the claims you verify to Prismfy using your API key. Prefer a revocable or scoped key, avoid putting secrets in shared dotfiles, and enable the hook only if you want future agent sessions to receive fact-checking reminders.
Capability Assessment
Purpose & Capability
The stated purpose is claim verification for draft content, and the helper scripts send claims to Prismfy search endpoints, collect evidence URLs, and generate a report; no unrelated destructive, credential-stealing, or account-mutating behavior was found.
Instruction Scope
The runtime instructions are mostly scoped to user-directed claim verification, but the optional hook adds a recurring bootstrap reminder for future agent sessions. The hook is disclosed, manually installed, and limited to adding a virtual reminder file.
Install Mechanism
Installation is manual and transparent: the skill documents OpenClaw install commands, shell helper use, and optional hook copying/enabling. The metadata declares required env and binaries, though it does not explicitly label shell execution as a separate capability.
Credentials
Network access, curl, jq, and PRISMFY_API_KEY are proportionate to a Prismfy-backed fact-checking workflow. Users should treat draft claims as data sent to a third-party provider and avoid submitting confidential material without reviewing Prismfy's terms.
Persistence & Privilege
Persistence is user-directed: the docs suggest optionally appending the API key to ~/.bashrc and optionally enabling an OpenClaw hook. This is not hidden, but storing long-lived secrets in shell startup files increases exposure if dotfiles or machines are shared.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install claim-verifier - After installation, invoke the skill by name or use
/claim-verifier - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.2
No user-facing changes in this version.
- Version bumped to 1.0.2, but SKILL.md and all files remain unchanged.
v1.0.1
No user-visible changes in this version.
- Version number updated to 1.0.1, but no code or documentation changes detected.
- Functionality and usage remain the same as the previous release.
v1.0.0
Initial release of claim-verifier.
- Fact-checks draft content for external factual claims before publishing or sending.
- Produces a structured verification report with confidence scores, claim statuses, and evidence links.
- Uses Prismfy as the primary search mechanism for claim verification.
- Supports up to 25 claims per run; configurable strict mode and recency window.
- Outputs concise chat verdicts plus optional machine-readable JSON reports.
- Handles search fallback, evidence scoring, and clear failure codes for transparency and reliability.
Metadata
Frequently Asked Questions
What is Pre-Publish Fact Checker?
Verify external factual claims in draft content before publishing or sending. Produces a structured claim verification report with evidence links. It is an AI Agent Skill for Claude Code / OpenClaw, with 12985 downloads so far.
How do I install Pre-Publish Fact Checker?
Run "/install claim-verifier" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Pre-Publish Fact Checker free?
Yes, Pre-Publish Fact Checker is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Pre-Publish Fact Checker support?
Pre-Publish Fact Checker is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Pre-Publish Fact Checker?
It is built and maintained by jernejcicorbin-hub (@jernejcicorbin-hub); the current version is v1.0.2.
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