tweakidea: Evaluate your startup idea from 1 to 5

by eph5xx · Claude Skill · ★ 54

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

How to install tweakidea

npx tweakidea
npx tweakidea -u

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

Security audit verdict: SAFE · quality 71/100

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-skillsai-skillsclaude-codeclaude-skillscompetitor-analysisfounder-toolshacker-newsideaidea-validationmarket-research

Quick Facts

Stars54
Forks1
LanguagePython
CategoryClaude Skill
LicenseMIT
Quality Score71/100
Last Updated2026-10-26
Created2026-04-07
Platformsclaude-code, python
Est. Tokens~15k

About tweakidea

TweakIdea An independent second opinion on your startup idea. Free, evidence-backed, ready in 10 minutes. What you get: A scorecard — verdict (PIVOT / GO / STOP), weighted score, letter-graded evidence A 14-dimension breakdown — per-dim scores with what's strong, what's weak, what's untested An assumption ledger — every untested claim in your idea, surfaced so you know what to validate next A...

Compatible Skills

These tools work well together with tweakidea for enhanced workflows:

  • idea-validation-agents — semantic(0.50)+complementary+rare_topics+similar_pop+shared_platform (62%)
  • idea-reality-mcp — semantic(0.25)+complementary+rare_topics+same_lang+shared_platform (58%)
  • reddit-research-mcp — semantic(0.17)+complementary+rare_topics+same_lang+similar_pop+shared_platform (55%)

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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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