video-source-verification
Use this skill for fast, traceable internet-source verification of claims from videos/articles (especially YouTube claims) before acting on them.
SKILL.mdresearch/sphere-grid/skills/video-source-verification/SKILL.md
GitHubVideo Source Verification
Use this skill when a user gives a specific claim from a video (especially YouTube) and asks for quick verification, evidence extraction, and archival notes.
Quick Start
- Pull direct evidence first:
node C:/Users/issda/.codex/skills/hydra-node-terminal-browsing/scripts/hydra_terminal_browse.mjs \
--url "<claim-article-or-video-page-url>" \
--out "C:/Users/issda/SCBE-AETHERMOORE/docs/research/evidence/<slug>.json"
- Verify with at least one independent source:
node C:/Users/issda/.codex/skills/hydra-node-terminal-browsing/scripts/hydra_terminal_browse.mjs --url "https://www.toi.com/..." --out "C:/Users/issda/SCBE-AETHERMOORE/docs/research/evidence/<slug>/source_2.json"
node C:/Users/issda/.codex/skills/hydra-node-terminal-browsing/scripts/hydra_terminal_browse.mjs --url "https://www.other-source.com/..." --out "C:/Users/issda/SCBE-AETHERMOORE/docs/research/evidence/<slug>/source_3.json"
- If claim source is JS-driven (YouTube/watch pages, dynamic embeds), run a Playwright pass:
$env:PWCLI="C:/Users/issda/.codex/skills/playwright/scripts/playwright_cli.sh"
"$env:PWCLI" open <url> --headed
"$env:PWCLI" snapshot
"$env:PWCLI" screenshot
- Summarize and archive in markdown:
# Save as one deterministic claim note
Set-Content -Path C:/Users/issda/SCBE-AETHERMOORE/docs/research/<slug>.md -Value @"
# Claim: ...
- Source A:
- Source B:
- Evidence quality: low|medium|high
"@
- Optional: for multi-hop internet-workflow runs, trigger the pipeline tuner after baseline checks:
python C:/Users/issda/.codex/skills/scbe-internet-workflow-synthesis/scripts/run_e2e_pipeline.py --repo-root C:/Users/issda/SCBE-AETHERMOORE --profile training/internet_workflow_profile.json
Evidence Contract (required)
Each claim should emit JSON artifacts with these keys:
urlresolved_urlstatustitletext_excerptlinksmetricsfetched_at
Standard Confidence Rubric
high: original source + direct source of claim + at least one independent corroborating sourcemedium: direct claim source + 1 secondary source, but no direct benchmark detailslow: only rumor/aggregate reposting, no direct source or contradictory signals
Safety Rules
- Prefer primary/near-primary sources over re-posts.
- Never store secrets or API keys in research artifacts.
- Keep outputs deterministic and timestamped.
- If claim is impactful, add a short
docs/research/<slug>.mdnote with explicit uncertainty language.
Integration Notes
- For repo-level training workflows, route notable verified claims to:
docs/research/docs/notes/if you need a long-term cross-agent index
- Use this skill when you want reusable, repeatable research steps that can be performed by any local AI agent with your skill registry.