Borrowing it
Nothing to install: this file belongs to lie5860/openai-search-mcp. 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/lie5860/openai-search-mcp/main/.claude/commands/trellis/break-loop.mdgit clone --depth 1 https://github.com/lie5860/openai-search-mcpWrote 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/commands/lie5860/openai-search-mcp/break-loop)<a href="https://agentmods.dev/commands/lie5860/openai-search-mcp/break-loop"><img src="https://agentmods.dev/badge/commands/lie5860/openai-search-mcp/break-loop.svg" alt="Measured on agentmods" 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 | $0.00000 | $0.01027 |
| Opus 5 | $0.00000 | $0.00513 |
| Sonnet 5 | $0.00000 | $0.00205 |
| Haiku 4.5 | $0.00000 | $0.00103 |
Grade A, and why
break-loop 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 7d 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 break-loop — 0 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 — 126 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Break the Loop - Deep Bug Analysis
When debug is complete, use this command for deep analysis to break the "fix bug -> forget -> repeat" cycle.
Analysis Framework
Analyze the bug you just fixed from these 5 dimensions:
1. Root Cause Category
Which category does this bug belong to?
| Category | Characteristics | Example |
|---|---|---|
| A. Missing Spec | No documentation on how to do it | New feature without checklist |
| B. Cross-Layer Contract | Interface between layers unclear | API returns different format than expected |
| C. Change Propagation Failure | Changed one place, missed others | Changed function signature, missed call sites |
| D. Test Coverage Gap | Unit test passes, integration fails | Works alone, breaks when combined |
| E. Implicit Assumption | Code relies on undocumented assumption | Timestamp seconds vs milliseconds |
2. Why Fixes Failed (if applicable)
If you tried multiple fixes before succeeding, analyze each failure:
- Surface Fix: Fixed symptom, not root cause
- Incomplete Scope: Found root cause, didn't cover all cases
- Tool Limitation: grep missed it, type check wasn't strict
- Mental Model: Kept looking in same layer, didn't think cross-layer
3. Prevention Mechanisms
What mechanisms would prevent this from happening again?
| Type | Description | Example |
|---|---|---|
| Documentation | Write it down so people know | Update thinking guide |
| Architecture | Make the error impossible structurally | Type-safe wrappers |
| Compile-time | TypeScript strict, no any | Signature change causes compile error |
| Runtime | Monitoring, alerts, scans | Detect orphan entities |
| Test Coverage | E2E tests, integration tests | Verify full flow |
| Code Review | Checklist, PR template | "Did you check X?" |
4. Systematic Expansion
What broader problems does this bug reveal?
- Similar Issues: Where else might this problem exist?
- Design Flaw: Is there a fundamental architecture issue?
- Process Flaw: Is there a development process improvement?
- Knowledge Gap: Is the team missing some understanding?
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.
- 7d ago First seen · 126 lines · 0 tokens per session scan A ba4dd4022dde
break-loop is a command published in the GitHub repository lie5860/openai-search-mcp (13 stars, last pushed 6mo ago), licensed MIT. It costs nothing until one of its globs matches a file; then it loads 1,027 tokens. A static security scan graded it A with 0 findings. It is 100% identical to break-loop, differing in 0 lines, and is treated as a copy.
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