debate-synthesizer
debate-synthesizer is a YouTube & creator workflows skill for AI agents, published by google in the adk-samples repository on GitHub. Skillspace rates debate-synthesizer D (65/100) and it passed the safety scan; a judge model has also reviewed it.
Extracts the strongest arguments from heated YouTube comment threads, identifying key battlegrounds and community consensus.
- Grade
- D
- Quality
- 65 / 100
- Safety
- Passed
- GitHub stars
- 10,308
Placed #5 of 6 in the judged category final for YouTube & creator workflows.
Our two independent classifiers differ on this skill's category, so treat the placement as provisional.
This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.
Our review
- Architecture
- 94 / 100
- Maturity
- Basic: a single SKILL.md
- Security scan
- No issues found
- License
- Not declared. Check the repository before reusing it.
Judge review
Placed #5 of 6 in the judged category final for YouTube & creator workflows.
- Trigger
68 68 - Instructions
78 78 - Specificity
72 72 - Safety
80 80 - Disclosure
58 58 - Maintenance
30 30
Tight, logically ordered steps for mining YouTube comment debates with specific tool calls and sensible filtering, but shallow and shows no maintenance signals.
Not checked yet
- Category is a classifier prediction; no model has read this skill yet
- 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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