verify-sources
Skill397 starsChanged 12 days agoApache-2.0View on GitHub
Local Newsroom skill for triangulating incoming news tips against the memory graph and primary sources before drafting.
2 other projects use a version of this.
Adopted by
Most recently taken up by
- denismrvoljak/claude-scholartheir own version, first seen Aug 16, 2026
- bitwize-music-studio/claude-ai-music-skillstheir own version, first seen Jan 25, 2026
Other versions2 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 2
- bitwize-music-studio/claude-ai-music-skills★ 589same name
- denismrvoljak/claude-scholar★ 1same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository79 other files it gives its agents.
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- codelabs/ai-toolkit-lab-2/hackathon-judge/frontend/.agents/skills/vercel-react-best-practices/AGENTS.mdAGENTS.md
- codelabs/bwg002-devrel-2/AGENTS.mdAGENTS.md
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The file
We split this skill into the rules it gives an agent
4 rules. About 0 are common, 2 are distinctive, and 2 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈2
Distinctive · estimate
This author's own choices. Worth a look.
2
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 8
Use this step-by-step recipe card whenever a new tip, press release, or claim arrives at the Newsroom desk:
- Very specific: line 11
Look up the company, project, or source in memory/memory_graph.json.
- Distinctive: line 15
Every number, benchmark, price, or quote needs at least one primary source (an official repo, peer-reviewed paper, public filing, or …
- Very specific: line 19
Add newly discovered facts (with verified: true or verified: false) to the scratchpad array in memory/memory_graph.json so the Dreaming …
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Local Skill: Verify Sources (skills/verify-sources)
Use this step-by-step recipe card whenever a new tip, press release, or claim arrives at the Newsroom desk:
- Step 1 — Check the Memory Graph:
Look up the company, project, or source in
memory/memory_graph.json.- Is the source listed under
verified_sources? - Is the source flagged under
known_rumor_mills? (If so, reject any claim that relies on it alone.)
- Is the source listed under
- Step 2 — Demand Primary Receipts: Every number, benchmark, price, or quote needs at least one primary source (an official repo, peer-reviewed paper, public filing, or reproducible lab test).
- Step 3 — Tag Every Fact:
Attach
[Source: <Name>]right after every factual or numeric sentence. Never leave[UNVERIFIED]or"sources say"in a finished draft. - Step 4 — Log New Findings to the Scratchpad:
Add newly discovered facts (with
verified: trueorverified: false) to thescratchpadarray inmemory/memory_graph.jsonso the Dreaming routine (memory/dream.py) can consolidate them after your story ships.
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