NovelClaw: Dynamic-memory-first collaborative AI framework for long-form story generation, chapter planning, and coherent

by iLearn-Lab · Codex Skill · ★ 373

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

Security audit verdict: SAFE · quality 66/100

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.

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.

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Quick Facts

Stars373
Forks54
LanguagePython
CategoryCodex Skill
LicenseMIT
Quality Score66/100
Open Issues1
Last Updated2026-10-12
Created2026-03-07
Platformsbrowser, python
Est. Tokens~17k

About NovelClaw

NovelClaw ✨ A structured long-form fiction workspace centered on chapter drafting, inspectable runs, manuscript review, and memory-aware writing control. 💡 NovelClaw is not a one-shot prompt wrapper. It turns long-form fiction work into an inspectable writing workspace with sessions, storyboards, manuscript surfaces, character and world views, and editable memory banks.

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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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