intent-debugger — security grade SAFE, quality 61/100

Security audit verdict: SAFE · quality 61/100

No red flags found in any of the 11 categories — no credential harvesting, no data exfiltration, no curl-pipe-shell installer. Scanned against the SlowMist agent-security taxonomy, refreshed every 8 hours. Full audit →

by bydtesla1609 · Codex Skill · ★ 123

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

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About intent-debugger

简体中文 &nbsp;·&nbsp; English Intent Debugger 需求澄清与意图对齐 把说不清的想法,整理成清楚、具体、可核对的需求。 &nbsp; &nbsp; <img src="https://img.shields.io/github/stars/bydtesla1609/intent-debugger?style=flat&amp;color=f5a623" alt="

ai-agentai-skillclaude-codecodexdeepseekprompt-engineeringrequirements-analysisrequirements-engineering

Quick Facts

Stars123
Forks15
LanguagePython
CategoryCodex Skill
LicenseMIT
Quality Score61.21581102341/100
Open Issues1
Last Updated2026-09-20
Created2026-08-21
Platformsclaude-code, codex, python
Est. Tokens~14k

Compatible Skills

These tools work well together with intent-debugger for enhanced workflows:

  • prd-taskmaster — semantic(0.27)+complementary+rare_topics+same_lang+similar_pop+shared_platform (64%)
  • agile_v_skills — semantic(0.19)+complementary+rare_topics+same_lang+similar_pop+shared_platform (61%)
  • deep-project — semantic(0.29)+complementary+same_lang+similar_pop+shared_platform (60%)

intent-debugger alternative? Top 6 similar tools

Looking for a intent-debugger alternative? If you're comparing intent-debugger with other codex skill tools, these 6 projects are the closest alternatives on Agent Skills Hub — ranked by topic overlap, star count, and community traction.

  • agent-skills by jdrhyne · ⭐ 241

    A collection of AI agent skills for Clawdbot, Claude Code, Codex

  • aiwg by jmagly · ⭐ 213

    Cognitive architecture for AI-augmented software development. Specialized agents, structured workflows, and mu

  • deterministic-agent-control-protocol by elliot35 · ⭐ 89

    Governance gateway for AI agents — bounded, auditable, session-aware control with MCP proxy, shell proxy & HTT

  • VMware-AIops by zw008 · ⭐ 63

    VMware vCenter/ESXi AI-powered monitoring and operations. Two skills: vmware-monitor (read-only, safe) and vmw

  • prd-taskmaster by anombyte93 · ⭐ 587

    Zero-config goal-to-tasks engine for Claude Code (the Atlas engine). Graded PRD validation, dependency-ordered

  • ai-skills by sanjay3290 · ⭐ 422

    24 cross-platform agent skills for Claude Code, Cursor, Codex & Gemini CLI — databases, messaging, research, T

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Frequently Asked Questions

What is intent-debugger?

intent-debugger is Turn vague product or feature ideas into clear, checkable requirements before planning or coding—mapping rough descriptions to professional terms, exposing ambiguities, and aligning goals, flows, and . It is categorized as a Codex Skill with 123 GitHub stars.

What programming language is intent-debugger written in?

intent-debugger is primarily written in Python. It covers topics such as ai-agent, ai-skill, claude-code.

How do I install or use intent-debugger?

You can find installation instructions and usage details in the intent-debugger GitHub repository at github.com/bydtesla1609/intent-debugger. The project has 123 stars and 15 forks, indicating an active community.

What license does intent-debugger use?

intent-debugger is released under the MIT license, making it free to use and modify according to the license terms.

What are the best alternatives to intent-debugger?

The top alternatives to intent-debugger on Agent Skills Hub include agent-skills, aiwg, deterministic-agent-control-protocol. Each offers a different approach to the same problem space — compare them side-by-side by stars, quality score, and community activity.

How this security grade is produced

Grades come from a rule-based scan built on the SlowMist agent-security taxonomy, covering 11 red-flag categories including credential harvesting, data exfiltration, and curl | sh installers. 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:

View on GitHub → Browse Codex Skill tools