BrokkAi

Use Bifrost MCP tools to search, navigate, read, summarize, and analyze code with analyzer-backed symbol and file context.

Discover symbols, structural code shapes, and files with Bifrost's search_symbols, query_code, find_filenames, list_files, scan_usages_by_location, and most_relevant_files tools, with shell grep for arbitrary text.

Discover symbols, structural code shapes, and files with Bifrost's search_symbols, query_code, find_filenames, list_files, scan_usages_by_location, and most_relevant_files tools, with shell grep for arbitrary text.

Find symbol definitions, references, call sites, and related files using Bifrost's search_symbols, get_symbol_locations, scan_usages_by_location, and most_relevant_files tools.

Find symbol definitions, references, call sites, and related files using Bifrost's search_symbols, get_symbol_locations, scan_usages_by_location, and most_relevant_files tools.

Harden a test suite with a risk-ranked adversarial audit, root-cause fixes, minimized regression tests, redundancy review, and complete validation. Use for adversarial test audits, test-suite hardening, regression hunting, or comprehensive test cleanup.

Harden a test suite with a risk-ranked adversarial audit, root-cause fixes, minimized regression tests, redundancy review, and complete validation. Use for adversarial test audits, test-suite hardening, regression hunting, or comprehensive test cleanup.

Read implementation details and source structure using Bifrost's get_summaries and get_symbol_sources tools.

Find symbol definitions, trace call sites, and discover related files using Brokk's search_symbols, get_symbol_locations, scan_usages, and most_relevant_files tools.

Read implementation details and file structure using Brokk's get_symbol_sources, get_summaries, list_symbols, and get_file_contents tools.

File discovery and code search using Brokk's search_symbols, search_file_contents, find_files_containing, and find_filenames tools.

Explore change history using Brokk's search_git_commit_messages, get_git_log, get_commit_diff, and analyze_git_hotspots tools, with Bash git/gh for blame and GitHub lookups.

Guided end-to-end issue resolution workflow: select a GitHub issue, diagnose the codebase, plan changes, implement in an isolated branch, review with specialist agents, and open a pull request.

Interactive guided code review: gather changes, run parallel specialist agents, then walk through findings one-by-one with code context, triage, and an overall summary.

Deep adversarial review of pull request changes covering security, code duplication, intent verification, infrastructure, and architecture using Brokk code intelligence tools and parallel specialist agents.

Suggest GitHub issues and PRs to work on today, let the user pick which ones, and generate a Slack-ready summary of the selected items.

Use when asked to find code quality problems, anti-patterns, or technical debt in a codebase - performs systematic smell detection using ripgrep patterns and available language linters

Use when asked to map, visualize, or understand how a codebase flows from entry points to outcomes - generates a Mermaid flowchart per entry point showing branches, calls, and terminal states

Use when asked to find modeling problems, confusing logic, or misleading naming in a codebase - looks for concepts that contradict the domain, logic that doesn't match what a function claims to do, and methods too complex to reason about

Use when asked for a full legacy codebase analysis, overview report, or comprehensive audit - orchestrates all brokk analysis skills plus git history to produce a prioritized report

Use when asked to find security vulnerabilities, insecure code patterns, or security risks in a codebase - scans for OWASP Top 10 patterns, hardcoded secrets, and dependency vulnerabilities

Use when asked to find untested code, missing test coverage, or pathways with no tests in a codebase - maps source files and functions against test files to surface gaps