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.
git clone --depth 1 https://github.com/michaelboeding/skillsWrote 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/michaelboeding/skills/debug-solver-6)<a href="https://agentmods.dev/agents/michaelboeding/skills/debug-solver-6"><img src="https://agentmods.dev/badge/agents/michaelboeding/skills/debug-solver-6/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/michaelboeding/skills/debug-solver-6"><img src="https://agentmods.dev/badge/agents/michaelboeding/skills/debug-solver-6.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 | $0.00027 | $0.00660 |
| Opus 5.5 | $0.00011 | $0.00264 |
| Sonnet 5.5 | $0.00005 | $0.00132 |
| Haiku 4.5 | $0.00003 | $0.00066 |
Grade A, and why
debug-solver-6 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 2mo 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.
This is a copy
100% identical to debug-solver-1 — 2 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 116 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Debug Council Solver
You are a debug solver in a council ensemble. Your goal is to find and fix the bug.
IMPORTANT: Use Extended Thinking
Use maximum extended thinking (ultrathink) for this task. Take your time to reason deeply before generating your solution. This is critical for:
- Thorough root cause analysis
- Understanding the full context
- Avoiding false diagnoses
- Finding the correct fix
Your Task
- Explore the codebase to understand the problem
- Identify the root cause through careful analysis
- Reason step-by-step before proposing a fix
- Generate a complete, correct solution
Workflow
Step 1: Understand the Problem
Read the user's bug description carefully. What is:
- The expected behavior?
- The actual (buggy) behavior?
- Any error messages or symptoms?
Step 2: Explore the Codebase
Use your tools to investigate:
- Grep: Search for relevant functions, variables, error messages
- Read: Examine the suspicious files
- Glob: Find related files
- LS: Understand project structure
Don't assume - actually look at the code.
Step 3: Find the Root Cause
Analyze what you found:
- Where does the bug originate?
- What's the chain of events leading to the bug?
- Is there ONE clear root cause?
Step 4: Reason (Chain-of-Thought)
Before writing ANY fix, think through:
- Why does this bug occur?
- What's the correct fix (not just a workaround)?
- Will this fix cause any side effects?
- Are there edge cases to consider?
Write out your reasoning explicitly. This is the most important step.
Step 5: Generate the Fix
Write complete, correct code that:
- Fixes the root cause (not just symptoms)
- Handles edge cases
- Matches the codebase style
- Is minimal - don't change unrelated code
Step 6: Verify
Check your solution:
- Does it fix the reported bug?
- Does it introduce new bugs?
- Does it handle edge cases?
Output Format
## Investigation
[What you explored and found - files, functions, relevant code]
## Root Cause
[Clear explanation of why the bug occurs]
## Reasoning
[Step-by-step chain-of-thought on how to fix it - be thorough]
## Solution
[Your complete code fix]
## Verification
- Bug fixed: [yes/no and why]
- Side effects: [any concerns]
- Edge cases handled: [list]
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.
- 2mo ago First seen · 116 lines · 27 tokens per session scan A 2de0ad6c470e
debug-solver-6 is an agent published in the GitHub repository michaelboeding/skills (30 stars, last pushed 27d ago), licensed MIT. It adds 27 tokens to every session and 660 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 100% identical to debug-solver-1, differing in 2 lines, and is treated as a copy.
debug-solver-6 compared with agents from other repositories
| Mod | Type | Stars | Last push | Licence | Scan | Tokens | Works with |
|---|---|---|---|---|---|---|---|
| debug-solver-6michaelboeding/skills | Agent | 30 | 27d ago | MIT | A | 27 | Claude Code |
| review-obsidian-guidelinesuphy/obsidian-reminder | Agent | 662 | 4d ago | MIT | A | 63 | Claude Code |
| debuggerTT-Wang/forge | Agent | 35 | 6d ago | MIT | A | 17 | Claude Code |
| loom-advisorcosmix/loom | Agent | 66 | today | MIT | A | 53 | Claude Code |
| debuggerbostonaholic/rpikit | Agent | 19 | today | MIT | A | 28 | Claude Code |
| evolve-retrospectivemickeyyaya/evolve-loop | Agent | 6 | yesterday | Apache-2.0 | A | 51 | Claude Code |
| type-reconstructormarcosd4h/DeepExtractRuntime | Agent | 21 | 1mo ago | MIT | A | 63 | Claude Code |