lox

Rewrites robotic or AI-sounding text to feel natural while preserving meaning and voice. Use when humanizing or reviewing generated, over-polished, repetitive, or impersonal prose. Covers 24 wording patterns and 14 construction patterns.

Writes, rewrites, drafts, or reviews text in Lachlan's written and spoken voice. Use when the user asks to "talk like me" or "sound like me", or needs Slack replies, emails, leadership notes, technical feedback, customer or strategy messages, meeting comments, or talking points that match Lachlan's directness, dry humour, and evidence-first engineering judgement.

Iteratively review and improve the current PR or branch by running general-code-reviewing, fixing grounded issues, validating, and re-reviewing until the change is merge-ready or a blocker remains. Use when asked to auto-review, self-review and fix, harden, polish, get a PR ready, or iterate on code quality rather than only return review comments.

Draft and revise durable engineering plans. Use for `docs/plans`, architecture, rollout, design docs, first-slice selection, open-question resolution, adversarial pressure-testing, and plan maintenance during implementation.

Run the full code-to-merged-PR workflow: auto-review the current branch or PR, create or update a GitHub PR, babysit it through reviews and CI, merge it, and report the final state. Use when asked to land a PR, land this, ship this branch, get this into a PR and merge it, or otherwise carry code from local changes or a current branch to a merged PR.

Read x.com/twitter.com posts, tweets, quote tweets, and user-provided post URLs through the authenticated xurl CLI, with Birdclaw as the local cache and research fallback. Use when asked to read, summarize, inspect, quote, fetch, or explain an X/Twitter post URL or status ID; when the user says to use their Twitter account; or when read-only Twitter/X context should come from xurl or Birdclaw instead of web search.

Operate Birdclaw, the local-first Twitter/X memory CLI and web app backed by SQLite, plus xurl for direct X API reads. Use when asked to read x.com/twitter.com post URLs or post IDs, set up or troubleshoot Birdclaw, inspect its local store, sync or read bookmarks/likes/mentions/timelines/DMs, use xurl or bird transports, import a Twitter archive, start the local Birdclaw UI, or build bookmark research briefs.

Write, review, and optimize high-performance Zig codebases with measurement-first workflow, Ghostty and Mitchell Hashimoto-inspired patterns, cache-aware struct layout, allocator and pool design, comptime specialization, SIMD/scalar fast paths, C ABI boundaries, and regression checks. Use when Codex is working on `.zig` changes where throughput, latency, startup time, memory use, cache behavior, parser/rendering loops, atomics, allocators, binary size, or layout-sensitive code matter.

Use for questions about people, teams, or relationships. Record source notes, reconcile durable memory, create relationships, and query the knowledge graph. Handles sensitive HR data with privacy labels.

List Google Groups via the gog CLI. Use for viewing group membership or finding groups.

Query Granola meeting notes and transcripts. Use when asked about meeting content, action items, or what was discussed.

Use for any calendar work - scheduling meetings, finding free time, searching for events, auditing 1:1s, checking availability, or managing recurring meetings.

Manage Notion pages, databases, and comments from the command line. Search, view, create, and edit content in your Notion workspace.

Read Slack messages, threads, and channels via CLI. Use when asked to view Slack URLs, search Slack, or look up Slack users.

Launches amp-autoresearch to optimise a PR, branch, benchmark, or performance-sensitive change. Use when asked to run autoresearch, optimise or optimize this PR, make this faster, or do a performance pass.

Finalize an amp-autoresearch session into clean, independently-mergeable review branches — one per logical change, each cut from the merge-base or recorded PR base. Use when asked to "finalize autoresearch", "clean up the experiment branch", or "prepare autoresearch results for review".

Manage Notion pages, databases, and comments from the command line. Search, view, create, and edit content in your Notion workspace.

Use when Codex should consult the Deep Analysis CLI (`deep-analysis`) from outside the Deep Analysis source checkout for expensive, systematic analysis of markdown prompts, codebases, design docs, architecture questions, debugging investigations, PR/design reviews, or hard tradeoff analysis where a second AI researcher with file discovery is useful. Do not use for work inside the `github.com/lox/deep-analysis` repository itself, trivial searches, small edits, or questions that can be answered directly with ordinary local tools.

Read Slack messages, threads, channels, users, and files via CLI. Use when asked to view Slack URLs, search Slack, look up users, or work with Slack files.

Record, inspect, triage, and resolve avoidable recurring friction with the papercuts CLI. Use after recovering from misleading tooling, broken documentation, confusing conventions, missing helpers, or repeatable workflow dead ends; and when asked to review, query, group, or resolve recorded papercuts. Do not use for ordinary implementation bugs or expected exploratory failures.

Diagnoses production issues for WandiWeather on Fly.io. Use when investigating alerts, outages, health check failures, or production data problems.

Manage global Codex and Amp agent skills with the skillyard CLI. Use when asked to install, subscribe, sync, list, remove, repair, or debug skills managed by skillyard, update this repository, or explain skillyard config, lockfiles, targets, sources, and symlink behavior.

Search and query Granola meeting notes from the command line. List meetings, view summaries, read transcripts, and ask natural language questions about meeting content.