bendrucker

Follow up on review feedback you received on a PR/MR: check resolution state, find silent resolves, draft replies. With --auto, autonomously triage AI-reviewer (bot) threads and loop until the reviewer is satisfied. Use when checking what review comments need responses, investigating how threads were resolved, drafting replies, or clearing a bot review hands-off.

Live tmux dashboard for reviewing inbound pull requests across GitHub and GitLab. Use when reviewing multiple PRs, checking review queue, batch reviews, or managing a review dashboard.

Monitor GitHub Actions runs and extract failure diagnostics. Use when watching PR CI, branch builds, or specific workflow runs.

Investigate GitLab CI pipeline failures and extract diagnostics. Use when watching MR CI, branch builds, or specific pipelines.

Harvest agent-tooling ideas from prominent developers.

Working with GitLab merge requests via glab. Use when creating, updating, reviewing, or merging MRs.

Interactive daily review workflow across Calendar, Things, GitHub, and Linear. Use when the user asks for a daily review, morning review, evening review, or weekly review.

Creating and optimizing Claude Code Skills including activation patterns, content structure, and development workflows. Use when creating new skills, converting memory files to skills, debugging skill activation, or understanding skill architecture and best practices.

Manage Honeycomb boards: create, update panels, configure visualizations, and review in Chrome. Activated by explicit mention of Honeycomb boards or /board invocation.

Honeycomb CLI and MCP server usage — auth, queries, datasets, SLOs, boards, triggers, markers, columns, and raw API requests for observability workflows

Design and build Honeycomb queries: calculations, filters, breakdowns, visualization selection, granularity tuning, and anti-patterns. Activated by explicit mention of Honeycomb queries or /query invocation.

Working with Honeycomb SLOs, burn alerts, and SLO history

Add a new cobra subcommand to the CLI

Capture screenshots of the user's tmux/terminal setup so the model can see what it actually looks like. Use when the user asks for a visual review of their terminal, tmux status bar, prompt, fonts, or pane chrome, or any case where text introspection (capture-pane, list-panes) loses styling, color, glyph, or layout fidelity.

Add interactive prompts, spinners, styled logging, and pickers to shell scripts using gum. Use when editing a shell script and adding a prompt, asking for confirmation, wrapping a long-running command in a spinner, picking from a list, logging styled status output, or otherwise making a script interactive. Trigger on "add a prompt", "show progress", "spinner", "make this script interactive", "confirm before", "ask the user", "pick from a list", "menu", "styled logs", "gum log", "gum spin", "gum confirm", "gum choose", "gum input".

Analyze shell history and installed tools to suggest dotfiles improvements. Use when looking for missing aliases, functions, completions, or topics based on actual usage patterns. Trigger on "what aliases should I add", "what's missing from my dotfiles", "audit my shell setup", "suggest improvements", "what should I add to my dotfiles", or any request to review dotfiles for gaps.

ZSH completion system patterns and conventions. Use when implementing custom completion handling, writing completion files, or working with zsh autocomplete. Do not use when installing packages from homebrew, since that typically installs completions automatically.

Promptfoo evaluation framework for testing and comparing LLM outputs. Use when writing eval configs, creating test cases, debugging eval runs, or working with assertions.

Manage route-agent project: check status, find next tasks, spawn parallel work. Use when starting work, checking progress, or asking "what's next?"