Last updated: · Indexed by AgentSkillsHub · Auto-synced every 8h
git clone https://github.com/mshumer/unslop.gitTaken from the project's README on GitHub. Check the security audit before running it.
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.
| Stars | 557 |
| Forks | 35 |
| Language | Python |
| Category | AI Tool |
| License | MIT |
| Quality Score | 60/100 |
| Open Issues | 5 |
| Last Updated | 2026-03-18 |
| Created | 2026-03-18 |
| Platforms | python |
| Est. Tokens | ~2k |
unslop Empirically detect the repetitive defaults a model falls back on, then turn those findings into a reusable instruction file that makes future outputs less generic. Send This To Your Agent Copy and send this sentence: Agent-readable instructions live here: What It Does Every model has defaults it collapses toward. In writing, that means the same openings, transitions, and rhetorical moves.
These tools work well together with unslop for enhanced workflows:
Looking for a unslop alternative? If you're comparing unslop with other ai tool tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.
All powerful skills of ClaudeKit.cc!
A tool uses Windows Filtering Platform (WFP) to block Endpoint Detection and Response (EDR) agents from report
A java agent to generate method mappings to use with the linux `perf` tool
Skills I use with Claude for shaping
A tool to make socks connections through HTTP agents
Open-source AI research assistant for biomedicine — chat to run RNA-seq, drug discovery, clinical analysis, an
Explore other popular ai tool tools:
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: