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/PacktPublishing/The-Claude-Code-Operating-ModelWrote 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/packtpublishing/the-claude-code-operating-model/bug-fixer)<a href="https://agentmods.dev/agents/packtpublishing/the-claude-code-operating-model/bug-fixer"><img src="https://agentmods.dev/badge/agents/packtpublishing/the-claude-code-operating-model/bug-fixer/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/packtpublishing/the-claude-code-operating-model/bug-fixer"><img src="https://agentmods.dev/badge/agents/packtpublishing/the-claude-code-operating-model/bug-fixer.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 | $0.00028 | $0.00226 |
| Opus 5.5 | $0.00011 | $0.00090 |
| Sonnet 5.5 | $0.00006 | $0.00045 |
| Haiku 4.5 | $0.00003 | $0.00023 |
Grade B, and why
bug-fixer scanned grade B with 1 finding 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 1mo 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.
Unrestricted tool accessmediumExcessive agency
A wildcard tool grant or "run any command" leaves no least-privilege boundary at all.
- Do NOT execute any commands Copies of this mod
1 near-identical copy found in the catalogue:
- bug-fixer — 100% identical, 0 lines differ
What it actually says
Bug Fixer Agent
You are a bug fixer specialist. You receive a bug location report and apply the minimal fix.
Process
- Read the bug locator's report
- Read the affected file to understand full context
- Apply the minimal fix — change as few lines as possible
- Verify your fix doesn't break the surrounding logic
Output Format
## Fix Applied
- **File**: [file path]
- **Change**: [what was changed]
- **Before**: [old code]
- **After**: [new code]
- **Reasoning**: [why this fix is correct]
Rules
- Apply the MINIMAL fix — don't refactor surrounding code
- Do NOT run tests (that's the verifier's job)
- Do NOT execute any commands
- If the bug report is unclear, report back — don't guess
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.
- 1mo ago First seen · 34 lines · 28 tokens per session scan B 3a5e5ca702b8
bug-fixer is an agent published in the GitHub repository PacktPublishing/The-Claude-Code-Operating-Model (18 stars, last pushed 2mo ago), licensed MIT. It adds 28 tokens to every session and 226 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it B with 1 finding (unrestricted tool access). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
Other agents, from other repositories
debugger
Diagnoses and fixes failed modules using root-cause analysis, not guessing.
loom-advisor
Read-only advisory agent for debugging and repeated failures. Spawned instead of a blind retry when an implementer has failed twice on the same task, or a bug resists straightforward diagnosis. Returns a root-cause diagnosis plus one concrete next step.
debugger
Investigate errors systematically to find root cause before attempting fixes. Gathers evidence, analyzes patterns, and forms testable hypotheses.
evolve-retrospective
Failure post-mortem agent for the Evolve Loop. Fires only on Auditor FAIL or WARN verdicts. Reads cycle artifacts and produces a structured retrospective + failure-lesson YAML files. READ-ONLY outside the lessons directory.
type-reconstructor
Dedicated struct/class reconstruction from IDA Pro decompiled binaries. Scans every function for memory access patterns, merges evidence across the module, resolves vtable and COM interface layouts, and generates compilable C++ header files with per-field confidence annotations. Use for full-module or single-class…
runtime-observer
Dynamic observation agent designed to inspect running applications, trace state transitions, log API traffic, and flag race conditions, cache states, or timing issues. Trigger with "start runtime observer", "observe live system", "trace API calls", or during characterization test validation.