high-stakes-analytics-decision-lab: A platform-neutral analytical Skill that profiles messy data, selects case-adaptive methods, and produces

by limingrui679-design · Agent Tool · ★ 832

Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h

How to install high-stakes-analytics-decision-lab

npx skills add limingrui679-design/high-stakes-analytics-decision-lab -g
npx skills add limingrui679-design/high-stakes-analytics-decision-lab -g -a codex -y

Taken from the project's README on GitHub. Check the security audit before running it.

Security audit verdict: SAFE · quality 64/100

None of the 42 rules matched — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against 42 published rules built on the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

The quality score combines nine heuristic checks of the repo and its README: completeness, clarity, specificity, examples, structure, agent readiness, step-by-step content, instruction quality and security notes. It rates how well the project explains itself to an agent, not the code.

agent-skillsanalyticsdata-qualitydecision-sciencepythonreproducible-researchresponsible-airisk-analysis

Quick Facts

Stars832
Forks101
LanguagePython
CategoryAgent Tool
LicenseMIT
Quality Score64/100
Open Issues3
Last Updated2026-09-21
Created2026-07-29
Platformspython
Est. Tokens~20k

About high-stakes-analytics-decision-lab

High-Stakes Analytics & Decision Lab A platform-neutral, evidence-constrained Skill for moving from an ambiguous question to a defensible analysis—and only then, when justified, to action. What the Skill does This Skill turns an ambiguous, consequential question into a reproducible evidence product and, only when justified, a bounded decision product.

Compatible Skills

These tools work well together with high-stakes-analytics-decision-lab for enhanced workflows:

  • ai4s-skills — semantic(0.23)+complementary+rare_topics+same_lang+similar_pop+shared_platform (62%)
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  • public-data-lens — semantic(0.20)+complementary+rare_topics+same_lang+similar_pop+shared_platform (62%)

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How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy: 42 published rules, covering credential harvesting, data exfiltration, curl | sh installers and more. It is a first-layer scan, not a manual audit — we say so rather than overstate it.

The scale of the problem is documented independently: Liu et al. (2026), in a study of 31,132 agent skills, report that 26.1% contain security vulnerabilities. Our own full-catalog census is published as a citable open dataset.

Sources & who's responsible:

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