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 commands/dmzoneill/redhat-ai-workflow/debug-toolgit clone --depth 1 https://github.com/dmzoneill/redhat-ai-workflowWhat 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 | $0.00000 | $0.00550 |
| Opus 5 | $0.00000 | $0.00275 |
| Sonnet 5 | $0.00000 | $0.00110 |
| Haiku 4.5 | $0.00000 | $0.00055 |
Grade A, and why
debug-tool 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 2d 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.
How it starts
The opening of the file, as written. The whole thing — 103 lines — stays where its author put it; the contents beside it link to each section on GitHub.
/debug-tool
When a tool fails, use auto-debug to fix it AND save the learning.
Overview
When a tool fails, use auto-debug to fix it AND save the learning.
Arguments
No arguments required.
Usage
Examples
check_known_issues(tool_name="bonfire_deploy")
check_known_issues(error_text="manifest unknown")
❌ Failed to deploy
💡 To auto-fix: debug_tool('bonfire_deploy_aa')
debug_tool("bonfire_deploy_aa", "error message here")
Process Flow
flowchart TD
START([Start]) --> PROCESS[Process Command]
PROCESS --> END([Complete])
style START fill:#6366f1,stroke:#4f46e5,color:#fff
style END fill:#10b981,stroke:#059669,color:#fff
```text
## Details
## Step 1: Check Known Issues First
```text
check_known_issues(tool_name="bonfire_deploy")
check_known_issues(error_text="manifest unknown")
```text
If a fix is known, apply it immediately!
## Step 2: If Unknown, Debug the Tool
When you see a failure like:
```text
❌ Failed to deploy
💡 To auto-fix: debug_tool('bonfire_deploy_aa')
```text
Call debug_tool:
```text
debug_tool("bonfire_deploy_aa", "error message here")
```text
I will:
1. Load the tool's source code
2. Analyze the error against the code
3. Propose a specific fix
4. Ask for confirmation before applying
5. Commit the fix and retry
## Step 3: Save the Learning!
After the fix works:
```text
learn_tool_fix(
tool_name="bonfire_deploy",
error_pattern="manifest unknown",
root_cause="Short SHA doesn't exist",
fix_description="Use full 40-char SHA"
)
```text
This creates a **learning loop** - next time, `check_known_issues()` will find the fix!
## Common fixable bugs:
- Missing `--force` flag (TTY errors)
- Wrong CLI syntax
- Auth not passed correctly
- Image tag format issues
## The Learning Loop
```text
Fail → check_known_issues() → debug_tool() → fix → learn_tool_fix() → ✓
↑ |
└──────────── remembered forever ←─────────────┘
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.
- 2d ago First seen · 103 lines · 0 tokens per session scan A ea2741696682
debug-tool is a command published in the GitHub repository dmzoneill/redhat-ai-workflow (5 stars, last pushed 23d ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 550 tokens. 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 commands, from other repositories
pr-address
Address PR review comments on current branch.
enforce_standards
CRITICAL: Before running the code standards enforcer, we must prepare the stack properly and abort if there are merge conflicts.
OPSX: Verify
Verify implementation matches change artifacts before archiving.
OPSX: Sync
Sync delta specs from a change to main specs.
context
项目上下文管理:初始化 .context 目录、记录决策日志、压缩归档、查看历史.
triage
Triage Linear issue with comprehensive analysis.