they-said-whaaa
Credibility and consistency tracker for public figures.
Skill by sciknow-io
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/sciknow-io-they-said-whaaa
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
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About
Reviews
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Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
- Runs as
- Python package
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/they-said-whaaa
What's inside
- Skill name
they-said-whaaa- Description
- Credibility and consistency tracker for public figures. Ingests YouTube transcripts and news articles, extracts claims, detects contradictions, and builds position timelines.
- License
- MIT
- Instructions
- 35 lines in SKILL.md · view on GitHub
Before installing
- Ships executable scripts
Files (22)
- plugin.json · .claude-plugin/
- .python-version
- SKILL.md
- USAGE.md
- claims-list.tsx · dashboard/components/
- figure-card.tsx · dashboard/components/
- position-badge.tsx · dashboard/components/
- lib.ts · dashboard/
- layout.tsx · dashboard/pages/
- page.tsx · dashboard/pages/they-said-whaaa/figure/[id]/
- page.tsx · dashboard/pages/they-said-whaaa/
- route.ts · dashboard/routes/contradictions/
- route.ts · dashboard/routes/figure/[id]/
- route.ts · dashboard/routes/figures/
- design.md · docs/
- hooks.json · hooks/
- pyproject.toml
- schema.tql
- skill.yaml
- SKILL.md · skills/they-said-whaaa/
- they_said_whaaa.py
- uv.lock
SKILL.md (first lines)
# They Said Whaaa?
Use this skill to track public statements by politicians and other public figures, detect contradictions, and build position timelines across topics.
**When to use:** "track what [figure] said about", "ingest YouTube video", "ingest news article", "extract claims from", "find contradictions", "build timeline", "compare figures on topic", "add politician", "add topic"
## Prerequisites
- TypeDB running (install `alhazen-core` first and run `/alhazen-core:init`)
- `uv` installed
- YouTube transcripts: `uv add youtube-transcript-api` (optional)
> **Path note:** Replace `<skill-path>` below with your installation directory
> (e.g. `~/.claude/plugins/cache/they-said-whaaa/` when installed as a plugin).
## Quick Start
```bash
uv run --project <skill-path> python <skill-path>/they_said_whaaa.py add-figure \
--name "Jane Senator" --role senator --party Democrat --country US
uv run --project <skill-path> python <skill-path>/they_said_whaaa.py ingest-article \
--url "https://example.com/article" --figure-id tsw-figure-...
uv run --project <skill-path> python <skill-path>/they_said_whaaa.py list-figures
```
## Sensemaking Pattern
1. Ingest transcript or article → get artifact ID
2. `show-source --id <artifact_id>` → read the content
3. `add-statement` for each significant utterance
4. `add-claim` for each distinct factual/positional claim within a statement
5. `flag-contradiction` when two claims conflict
**Before executing any commands, read `USAGE.md` in this directory.**From sciknow-io/alhazen-skill-examples, MIT.
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Signals
- Stars
- 2
- Forks
- 1
- Open issues
- 25
- Last commit (this folder)
- Jun 21, 2026 (4 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
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Cite this page
they-said-whaaa skill. Agent Mart. https://agentmart.dev/skills/sciknow-io-they-said-whaaa (last updated 2026-10-24)