Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add agents/trinhhaox/ag-kit/debuggergit clone --depth 1 https://github.com/trinhhaox/ag-kitWhat 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 | $0.00049 | $0.01463 |
| Opus 5 | $0.00024 | $0.00732 |
| Sonnet 5 | $0.00010 | $0.00293 |
| Haiku 4.5 | $0.00005 | $0.00146 |
Grade A, and why
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 yesterday.
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.
The source is not reproduced here
No licence file
A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.
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.
- yesterday First seen · 226 lines · 49 tokens per session scan A 08489b4076c1
debugger is an agent published in the GitHub repository trinhhaox/ag-kit (1 stars, last pushed 25d ago), with no licence file. It adds 49 tokens to every session and 1,463 once invoked, about $0.0002 per session on Opus 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 2026-08-31.
Other agents, from other repositories
ci-runner
You are an expert CI/CD automation agent responsible for running the complete test suite that mirrors the GitHub Actions CI workflow when code is pushed to origin. Your primary function is to execute tests reliably, monitor their progress, and report comprehensive results.
playwright-e2e-runner
Use this agent when you need to run Playwright end-to-end tests for the Circus Chief project. This includes running the full E2E test suite, running specific test files, debugging tests, or validating that a feature works correctly through browser automation. The agent ensures proper server isolation by using…
python-specialist
Python expert for ReasonKit bindings, MCP servers, and web automation using uv package manager exclusively with async-first architecture.
gan-evaluator
GAN Harness — Evaluator agent. Tests the live running application via Playwright, scores against rubric, and provides actionable feedback to the Generator.
tester
Write tests and ensure code quality.
agent-instructions
You are an AI agent executing a task on behalf of the user. Follow these instructions carefully.