Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add beita6969/ScienceClaw --skill political-sciencegit clone --depth 1 https://github.com/beita6969/ScienceClawWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/beita6969/scienceclaw/political-science)<a href="https://agentmods.dev/skills/beita6969/scienceclaw/political-science"><img src="https://agentmods.dev/badge/skills/beita6969/scienceclaw/political-science/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/skills/beita6969/scienceclaw/political-science"><img src="https://agentmods.dev/badge/skills/beita6969/scienceclaw/political-science.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00021 | $0.00363 |
| Opus 5 | $0.00010 | $0.00181 |
| Sonnet 5 | $0.00004 | $0.00073 |
| Haiku 4.5 | $0.00002 | $0.00036 |
Grade A, and why
political-science scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
Political Science Analysis
Purpose
Analyze political phenomena, fact-check political claims, and evaluate policy impacts using rigorous methods.
Key Datasets
- PolitiFact (Jinyan1/PolitiFact): 6-level truth ratings for political statements
- VoteView (voteview.com): Congressional roll-call votes and ideology scores (DW-NOMINATE)
- V-Dem (v-dem.net): Varieties of Democracy — 400+ indicators for 202 countries since 1789
Analysis Types
- Fact-checking: Verify political claims against authoritative data sources
- Policy analysis: Evaluate policy impacts using causal inference methods
- Electoral analysis: Voting patterns, swing analysis, demographic modeling
- Ideological mapping: DW-NOMINATE scores, political spectrum positioning
- Comparative politics: Cross-national institutional comparisons
Protocol
- Claim identification — Parse political statements into verifiable sub-claims
- Source evaluation — Assess data source reliability and potential bias
- Evidence gathering — Collect data from government statistics, academic research
- Analysis — Apply appropriate methodology (regression discontinuity, diff-in-diff, etc.)
- Reporting — Present findings with uncertainty, context, and caveats
Rules
- Maintain political neutrality — analyze evidence, not advocate positions
- Distinguish between descriptive and normative claims
- Report confidence intervals and uncertainty in predictions
- Cite primary data sources (government statistics, peer-reviewed research)
- Acknowledge when evidence is insufficient to draw conclusions
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 9d ago First seen · 36 lines · 21 tokens per session scan A 6457cab1294d
political-science is a skill published in the GitHub repository beita6969/ScienceClaw (898 stars, last pushed 3mo ago), licensed MIT. It adds 21 tokens to every session and 363 once invoked, about $0.0001 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.
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