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debug-driven

Skill · GitHub · ★ 2 · graded 2026-10-21Source linked

Hypothesis-driven debug mode for Claude Code, Codex, and other agent platforms. Instead of guessing fixes, the agent generates root cause hypotheses, instruments your code with targeted runtime logs, asks you to reproduce via structured choices, analyzes the evidence, applies a targeted fix, then cleans up all instrumentation automatically.

No outside reports on file

debug-driven is distributed via GitHub (rgnicoara/debug-driven); review its source code, dependencies, and requested permissions before use.

Based on public adoption and transparency signals as of Oct 21, 2026. Our opinion, not a code audit or security guarantee.

Was this verdict for Debug Driven helpful?

What it can access

  • Local filesNo local folder access notedLOW
  • Command executionNo shell command runner notedLOW
  • Network reachLocal or standard API callsLOW
  • CredentialsNo API token requiredLOW
  • Package sourceGitHub (rgnicoara/debug-driven)PUBLIC

Inferred from this listing’s public package details and description. Check the project’s source before installing.

Install

No npm or PyPI package is listed. Install from source: github.com/rgnicoara/debug-driven ↗

All setup options ↓

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About Debug Driven

Debug Driven is an agent skill focused on Developer tools and Files & documents: Hypothesis-driven debug mode for Claude Code, Codex, and other agent platforms. Instead of guessing fixes, the agent generates root cause hypotheses, instruments your code with targeted runtime logs, asks you to reproduce via structured choices, analyzes the evidence, applies a targeted fix, then cleans up all instrumentation automatically.

It is hosted on GitHub at rgnicoara/debug-driven (2 GitHub stars). Based on its public metadata, it operates with standard local or API scope without broad shell execution flags noted.

Setup

These use the package this listing points to. Check the project’s own instructions before running anything.

No npm or PyPI package is listed for this agent skill. Source code and setup steps: github.com/rgnicoara/debug-driven.

Why this grade

DD — High risk signals

Signal-based grade (1/7 points): public source code. This reflects adoption and transparency, not a code review.

Popularity and upkeep

8/100
GitHub stars
2
Listing last refreshed
2026-10-29

These are public popularity signals, not a maintenance check. Look at the repository’s commit history and open issues.

Security reports

No reports found for this package in our research (last checked 2026-10-29).

Check a specific version →

Risks to watch for

  • Dependency & version pinning: Distributed via GitHub (rgnicoara/debug-driven). Pin an exact release version or commit SHA rather than floating tags so upstream updates are reviewed first.

How to lower the risk

Least-privilege permissions

  • Give it access only to the specific folders, accounts or projects it needs, never your whole drive or admin account.
  • Use a separate, limited API key or login just for this tool so you can switch it off without affecting anything else.

Network isolation

  • Run it on a work computer or sandbox account, not one holding personal or company-sensitive data.
  • If your IT team can, limit which websites and services it is allowed to contact.

Monitoring

  • Check its activity history or logs weekly at first, and look at what it changed or sent.
  • Turn on alerts for new logins or unusual usage on any account it connects to.

Red flags to watch for

  • It asks for more access than its job requires, or prompts you to paste passwords.
  • It suddenly updates with new owners, or starts contacting unfamiliar websites.

Questions

How do I install Debug Driven?

Debug Driven does not publish a standalone npm or PyPI package. Clone or follow the setup instructions in its source repository at github.com/rgnicoara/debug-driven.

Are there security reports about Debug Driven?

No reports found for this package in our research (last checked 2026-10-29). Debug Driven currently holds Grade D (High risk signals) based on public adoption and transparency signals. Review the permissions and source repository before granting access to local files, shell commands, or API keys.

Is Debug Driven actively maintained?

Debug Driven has 2 GitHub stars. Our directory data was last refreshed on 2026-10-29. Check recent commit activity, release tags, and open issues at github.com/rgnicoara/debug-driven before pinning it in production.

What are alternatives to Debug Driven?

Compare Debug Driven side by side with similar skills in the Related tools section on this page, or browse all skills on AgentArmorHQ.

README badge and team notes

Maintain or use Debug Driven? Show its live grade in your GitHub README, docs site, or run a check from the terminal before you install.

AgentArmorHQ Risk Grade D for Debug Driven

GitHub README Markdown:

markdown
[![AgentArmorHQ Risk Grade for Debug Driven](https://agentarmorhq.com/api/badge/rgnicoara-debug-driven)](https://agentarmorhq.com/skills/rgnicoara-debug-driven)

HTML embed:

html
<a href="https://agentarmorhq.com/skills/rgnicoara-debug-driven"><img src="https://agentarmorhq.com/api/badge/rgnicoara-debug-driven" alt="AgentArmorHQ Risk Grade for Debug Driven" height="20" /></a>

Terminal check:

terminal
curl -fsSL https://agentarmorhq.com/api/cli | node --input-type=module - check "rgnicoara-debug-driven"

Share with your security lead

Need sign-off to use debug-driven? Copy this note for Slack, a ticket or a pull request.

### AgentArmorHQ Security Review Memo: debug-driven
- **Listing URL:** https://agentarmorhq.com/skills/rgnicoara-debug-driven
- **Type:** AI agent skill
- **Risk Grade:** Grade D (High risk signals)
- **Outside Security Advisories on File:** 0
- **Public Adoption:** 2 GitHub stars

#### Permission & Blast-Radius Signals
- **Local files:** No local folder access noted
- **Command execution:** No shell command runner noted
- **Network reach:** Local or standard API calls
- **Credentials:** No API token required
- **Package source:** GitHub (rgnicoara/debug-driven)

#### Recommended Hardened Setup
- **Source Repo:** https://github.com/rgnicoara/debug-driven
- **Controls:** Pin an exact version in `.mcp.json`, scope access to a single workspace folder, and use a least-privilege read-only token where supported.

_Based on public adoption and transparency signals as of Oct 21, 2026. Our opinion, not a code audit or security guarantee._

Key facts

Type
AI agent skill
Publisher
rgnicoara
Source code
github.com/rgnicoara/debug-driven
Est. context load
~113 tokens idle · ~1.8k tokens when active (on-demand skill)
Popularity
2 GitHub stars
Last updated
2026-10-29
Last graded
2026-10-21

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