TaskWing: Local-first AI knowledge layer. Extract architecture, query from any AI tool via MCP. Private by architecture

by josephgoksu · MCP Server · ★ 88

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

How to install TaskWing

brew install josephgoksu/tap/taskwing

Taken from the project's README on GitHub.

Security audit verdict: SAFE · quality 65/100

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.

aiarchitectureclaudeclaude-codeclicode-intelligencecodex-clideveloper-toolsgeminigolang

Quick Facts

Stars88
Forks6
LanguageGo
CategoryMCP Server
Quality Score65/100
Open Issues2
Last Updated2026-05-12
Created2025-06-03
Platformsclaude-code, cli, codex, gemini, go, mcp
Est. Tokens~365k

About TaskWing

TaskWing The local-first knowledge layer for AI development. Website · Tutorial · Vision · Install Your AI tools start every session from zero -- and every session, your code context flows through someone else's cloud. TaskWing takes the opposite approach. One command extracts your architecture into a local knowledge base on your machine. No cloud. No account.

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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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