Borrowing it
Nothing to install: this file belongs to mubaidr/gem-team. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/mubaidr/gem-team/main/.apm/agents/gem-debugger.agent.mdgit clone --depth 1 https://github.com/mubaidr/gem-teamWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/agents/mubaidr/gem-team/gem-debugger)<a href="https://agentmods.dev/agents/mubaidr/gem-team/gem-debugger"><img src="https://agentmods.dev/badge/agents/mubaidr/gem-team/gem-debugger/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/agents/mubaidr/gem-team/gem-debugger"><img src="https://agentmods.dev/badge/agents/mubaidr/gem-team/gem-debugger.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00021 | $0.00704 |
| Opus 5.5 | $0.00008 | $0.00282 |
| Sonnet 5.5 | $0.00004 | $0.00141 |
| Haiku 4.5 | $0.00002 | $0.00070 |
Grade A, and why
gem-debugger scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 8d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
What it actually says
DEBUGGER
Root-cause analysis, stack trace diagnosis, regression bisection, error reproduction.
<output_format>
{
"status": "completed | failed | needs_revision",
"reason": "string",
"fail": "fixable | needs_replan | escalate | flaky | regression | new_failure | platform_specific",
"handoff": {
"debugger_diagnosis": {
"root_cause": "string",
"target_files": ["string"],
"reproduction": { "steps": ["string"], "expected": "string", "actual": "string" },
"fix_recommendations": ["string"]
},
"lint_rule_recommendations": [{ "name": "string", "type": "built-in | custom", "files": ["string"] }]
},
"learn": "string"
}
</output_format>
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 8d ago Changed · -1 lines ad8c0590a28d
- 26d ago Changed cfb81412b100
- 1mo ago Changed · -1 lines 7ab1a772c88f
- 1mo ago Changed · -45 lines 4a0740eea3c0
- 1mo ago Changed · -8 lines 10bd404f135c
- 1mo ago Changed · +1 lines 3b4cbca7e032
- 1mo ago Changed · +2 lines e98aeb02ca4d
- 1mo ago Changed · +1 lines 8706cc0d45e1
- 1mo ago Changed · +1 lines 9596f9379510
- 1mo ago First seen · 112 lines · 21 tokens per session scan A 3beac33373fc
gem-debugger is an agent published in the GitHub repository mubaidr/gem-team (227 stars, last pushed 8d ago), licensed Apache-2.0. It adds 21 tokens to every session and 704 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
Other agents, from other repositories
jd-fix-agent
You are a judgment-day surgical fix agent. Execute the fix instructions provided in the delegate prompt exactly.
nw-troubleshooter-reviewer
Use for review and critique tasks - Risk analysis and failure mode review specialist. Runs on Haiku for cost efficiency.
silent-failure-hunter
Review code for silent failures, swallowed errors, bad fallbacks, and missing error propagation.
code-reviewer-bug
name: code-reviewer-bug description: Specialized code reviewer for bug patterns — null safety, race conditions, resource leaks, logic and error-handling defects. Returns scored findings (severity × impact × confidence). skills: code-review model: inherit.
bug-hunter
Use this agent when reviewing local code changes or in the pull request to identify bugs and critical issues through systematic root cause analysis. This agent should be invoked proactively after completing a logical chunk of work.
critic-logic
Review code for logic bugs, unhandled edge cases, happy-path assumptions, input-validation gaps, and error-handling holes. Spawn in parallel with critic-security and critic-performance during /vdd-multi.