kb-builder
kb-builder is a Web research & fact-checking skill for AI agents, published by tinyfish-io in the tinyfish-cookbook repository on GitHub. Skillspace rates kb-builder D (58/100) and it passed the safety scan; the rating is based on static analysis only.
Build an Obsidian-compatible knowledge base from public web sources using the TinyFish CLI. Use this skill when a user wants a builder-grade markdown knowledge base on a technical topic, asks for a structured research vault, or wants a topic compiled from live public sources into interlinked markdown files. Supports two input modes: topic only, or topic plus starter URLs. Supports both first-build and update workflows. Always generates index.md, sources.md, audit.md, and manifest.json. Creates additional files only when the evidence supports them. The output must synthesize the topic into a usable mental model, not just summarize pages. Uses explicit tinyfish agent run commands and public web sources only. Optional `--trace` mode saves raw TinyFish outputs under `_trace/` for debugging.
- Grade
- D
- Quality
- 58 / 100
- Safety
- Passed
- GitHub stars
- 2,075
Unproven: rated by static analysis only, not yet compared head-to-head.
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
- 71 / 100
- Maturity
- Structured: ships references or scripts
- Security scan
- No issues found
- License
- MIT
- Adoption
- Adopted by 0 other repositories, in 0 collections
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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