bug-fix-protocolStructured protocol for fixing bugs with AI agents. Prevents hallucinations and fix loops by enforcing step-by-step diagnosis before code changes.
Install via ClawdBot CLI:
clawdbot install borodich/bug-fix-protocolGrade Fair — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Calls external URL not in known-safe list
https://github.com/CodeAlive-AI/ai-driven-development/blob/main/BUG-FIX-PROTOCOLAudited Apr 17, 2026 · audit v1.0
Generated May 6, 2026
An online retailer experiences intermittent checkout failures. Using the Bug Fix Protocol, the developer writes a failing test to reproduce the issue, identifies a race condition in the payment processing module, applies a minimal fix, and adds integration tests to prevent recurrence.
A SaaS company's API endpoint returns incorrect data after a deployment. The protocol guides the team to create a test that fails, find the root cause in a recent refactor, apply a targeted fix, and audit the test suite to catch similar regressions.
A mobile gaming startup faces crashes on certain devices. Following the protocol, the developer reproduces the crash with a unit test, discovers an unhandled null pointer, applies a one-line fix, and adds static analysis rules to prevent null pointer issues.
A fintech company's report shows incorrect totals. Using the protocol, the developer writes a test that fails on the error, traces the root cause to a floating-point precision issue, fixes it, and adds edge-case tests to the test suite.
A healthcare platform fails to sync patient data between systems. The protocol prompts the developer to create a failing integration test, identify a missing error handler, apply a minimal fix, and improve the test system with end-to-end tests for data sync.
Offer a subscription service where clients can submit bugs and receive fixes following the Bug Fix Protocol, ensuring high-quality, test-backed resolutions. This guarantees reliability and reduces technical debt for clients.
Provide training courses and certification for developers on the Bug Fix Protocol, teaching best practices for systematic debugging and test-driven bug fixing. Companies pay to upskill their engineering teams.
Develop a plugin or tool that automates parts of the Bug Fix Protocol, such as test generation, root cause analysis, and test audit. Sell licenses to development teams or integrate with existing CI/CD platforms.
💬 Integration Tip
Integrate the Bug Fix Protocol by adding the checklist to your issue tracker templates and requiring adherence for all bug fixes. Consider automating the protocol steps via CI pipeline checks, like requiring a failing test before code changes.
Scored Jun 20, 2026
API reference for CoinMarketCap DEX endpoints including token lookup, pools, transactions, trending, and security analysis. Use this skill whenever the user...
Use when designing REST or GraphQL APIs, creating OpenAPI specifications, or planning API architecture. Invoke for resource modeling, versioning strategies, pagination patterns, error handling standards.
ServiceNow IT Service Management integration with API key authentication. Manage incidents, problems, change requests, tasks, CMDB records, service catalog i...
This skill should be used when writing documentation for codebases, including README files, architecture documentation, code comments, and API documentation. Use this skill when users request help documenting their code, creating getting-started guides, explaining project structure, or making codebases more accessible to new developers. The skill provides templates, best practices, and structured approaches for creating clear, beginner-friendly documentation.
API Design Reviewer
Cut AI token costs by 60-85% with deterministic query validation and intelligent caching. Standalone or integrates with Company Brain Core OS. Free, open-sou...