verdad-heuristics-updater
verdad-heuristics-updater is a Prompt design & optimisation skill for AI agents, published by PublicDataWorks in the verdad repository on GitHub. Skillspace rates verdad-heuristics-updater C (77/100) and it passed the safety scan; the rating is based on static analysis only.
Transform raw disinformation research into production-ready detection heuristics for the VERDAD audio monitoring pipeline. Handles ingestion from Google Docs, raw notes, or even just a topic name — generates bilingual (Spanish/Arabic) heuristics, updates prompt files, and deploys to Supabase. Use this skill whenever the user mentions VERDAD heuristics, disinformation categories, detection prompts, or wants to add/update/modify any disinformation detection category. Triggers on phrases like "add a new category", "update heuristics", "new disinformation topic", "ingest this Google Doc", or any reference to categories 1-21+ in the VERDAD system. Even if the user just says something like "we need to detect X type of misinformation", this skill applies.
- Grade
- C
- Quality
- 77 / 100
- Safety
- Passed
- GitHub stars
- 87
Unproven: rated by static analysis only, not yet compared head-to-head.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 100 / 100
- Maturity
- Structured: ships references or scripts
- Security scan
- Low-risk patterns
- License
- MIT
- Adoption
- Adopted by 0 other repositories, in 0 collections
What the scanner flagged
- mentions secrets in text
Not checked yet
- Not judged on the rubric yet (not a contender in its category)
- No blind task eval yet
- Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
- Sibling files (scripts, references) not fetched; security scan covers SKILL.md only
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