查找技能

Create, update, or review Bifrost feature documentation for Mintlify using MDX, a format combining Markdown and components. Research the interface and backend, validate configuration examples, and organize pages with screenshot placeholders and navigation entries.

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• Write documentation for a new Bifrost feature
• Update guides after interface or API changes
• Validate config.json examples against the schema

Prepare Bifrost releases by turning Git history into release summaries and module changelogs. Coordinate version updates across dependent modules, document database migration risks, and include closed issues and outside contributor credits.

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• Preparing changelogs for a Bifrost release
• Coordinating version updates across dependent modules
• Documenting database migration rollback limits

Update Bifrost Helm charts, the packages used to configure deployments, while keeping settings, schemas, templates, and documentation aligned. Check the published release and group changes into the next unreleased version.

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• Add Bifrost settings to the Helm chart
• Check configuration fields missing from the chart
• Combine changes into one unreleased version

Review a pull request or code diff from several angles, then have separate agents test each potential finding. Receive a ranked findings table, confidence assessments, a merge recommendation, and concrete follow-up work.

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• Review a pull request before merging
• Check changed code for lost behavior or broken callers
• Assess duplicate code, complexity, and wasted work

Review codebases, APIs, and tools for vulnerabilities using source evidence and bounded local checks. Produces supported findings with impact, priority, and focused fixes, and can create structured reports for explicitly requested full audits.

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• Review security concerns in specific code
• Investigate a suspected vulnerability
• Audit a codebase and produce reports

Audit database migration changes before a Bifrost release for lock contention, deadlocks, and delayed application startup. Receive pass, warning, or failure results, a release recommendation, and concrete remediation steps without modifying files.

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• Review migration safety before a release
• Check index creation risks on large log tables
• Find migration work that delays application startup

Investigate Bifrost GitHub issues by examining reports, related code, and library documentation. Produce an implementation plan with impact analysis and regression tests, including a demonstrated failing test for bugs before requesting approval to fix them.

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• Investigating the cause of a reported bug
• Planning implementation for a feature request
• Assessing effects on APIs, UI, and dependent code

Turn a Bifrost PR or GitHub issue into API regression tests that catch recurring bugs. Review existing coverage, add cases to the Postman collection, and validate collection processing and provider filtering.

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• Add regression coverage for a merged PR
• Turn an issue's reproduction steps into API tests
• Test streaming and non-streaming responses

Compare Bifrost HTTP API code with OpenAPI, its API specification, to find missing routes and mismatched methods, authentication, parameters, and responses. Get an audit report with code references and recommended fixes.

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• Find API routes missing from OpenAPI documentation
• Check documented authentication against middleware behavior
• Compare request parameters and response formats

Add a model pricing field throughout Bifrost, from datasheet parsing and database storage to cost calculations, overrides, documentation, and UI controls. Verify calculation and repeat-sync behavior with tests, then check the repository for missed integration points.

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• Adding a new model pricing field
• Implementing surcharges or conditional pricing rates
• Exposing pricing overrides in the UI and documentation

Work through unresolved review comments across dependent PRs managed with Graphite. Review branches from the base upward, propose fixes or replies for approval, test changes, and commit each branch locally while preserving stack dependencies.

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• Review unresolved comments across a Graphite stack
• Fix review findings with regression tests
• Explain findings already addressed in a later PR

Split a large commit or branch into a Graphite PR stack, a series of dependent review requests. Group changes by purpose, preserve changes that must stay together, and verify that each lower layer builds and passes tests independently.

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• Splitting a large PR by the decisions reviewers need to assess
• Checking whether a refactor can be separated safely
• Verifying that a lower PR builds and passes tests on its own

Distribute edits across the appropriate branches in a Graphite stack, a chain of dependent branches. Use manual grouping when automatic absorption misplaces changes, then update commits, resolve restack conflicts, and verify the affected branches locally.

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• Splitting working changes across stacked branches
• Moving a fix to the branch that owns the feature
• Assigning new files that automatic absorption skips