Show HN: Bullshit Detector – agent skills that fact-check videos and articles

Description and use

**Project Summary:**

Show HN: Bullshit Detector is an open-source project that enables fact-checking of videos and articles through agent skills. This tool helps turn isolated prompts and tools into repeatable workflows, making it easier to coordinate multi-agent tasks and standardize agent memory. However, its production readiness is limited due to sparse integration signals and quality signals, requiring manual inspection and verification of dependencies and maintenance before adoption.

**Value Proposition:**

The value of Show HN: Bullshit Detector lies in its ability to streamline multi-agent workflows, allowing users to create standardized pipelines and tool-use workflows. This can be particularly useful for organizations or individuals seeking to automate fact-checking processes, reducing the time and effort required to verify information.

**Practical Adoption Path:**

To adopt Show HN: Bullshit Detector, users should start by manually inspecting the project's metadata and reviewing its documentation, issues, and release cadence. They should also verify the project's license and maintenance commitments before integrating it into their workflows. Once these checks are complete, users can begin experimenting with the agent skills and workflows, starting with small-scale prototypes or internal projects. As the project gains traction, users can scale up their adoption and integrate it into production environments, taking into account the project's medium production readiness

Use in a workflow

Show HN: Bullshit Detector – agent skills that fact-check videos and articles helps turn isolated prompts and tools into repeatable agent workflows.

• coordinate multi-agent workflows
• add tool-use pipelines
• standardize agent memory

Limitations and review notes

Medium: useful for prototypes or internal workflows, with dependency and maintenance checks before production.