cwilliams5

clean-all

Delete all non-main branches (local + remote) and prune stale refs

followup-cleanup

Clean a review plan for handoff to a coding agent — prune false positives, add stale-data warnings

investigate

Guide diagnosis of a user-reported symptom — map to diagnostics, collect data, analyze

documentation1

pre-release

Pre-flight checklist — run high-signal review skills before a release

review-test-coverage

Find significant gaps in AHK test coverage and propose targeted new tests

profile-coverage

Review profiler instrumentation coverage and recommend new instrumentation points

review-constants-to-configs

Find hardcoded constants that should be user-configurable via config registry

review-comments

Audit comments for staleness — stale identifier references, outdated behavioral claims, and unverifiable flags

review-debug

Audit debug logging and diagnostics for ungated disk writes, missing coverage, and overhead

review-d3d

Audit the D3D11 interop layer for per-frame waste — buffer allocations, redundant state calls, GPU readback efficiency

review-documentation

Audit README, AHK deep-dive, and LLM development pages for broken links, stale numbers, missing features, and new highlight opportunities

review-latency

Audit the two latency-critical paths for blocking work, redundant computation, and micro-optimization opportunities

review-outside-box

Zoom out and find whole classes of performance, bug, or anti-pattern issues hiding in plain sight

review-race-conditions

Audit for race conditions in timers, hotkeys, callbacks, and shared state

review-performance-open

Open performance review

review-resource-leaks

Audit for memory leaks, handle leaks, GDI leaks, and CPU churn

review-shaders-direct

Incremental HLSL shader audit — grep-driven, no agent swarm, built for codebases with prior optimization passes

review-test-reliability

Audit AHK test suite for flaky patterns — blind sleeps, instant asserts, stale signals

review-tool-speed

Review query tools for runtime optimization opportunities

trace

Spawn agent to trace code flow via query tools — answer only, no context cost

flight-recorder

Analyze flight recorder dumps to diagnose bugs from event traces

followup-tests

Evaluate whether changes suggest new tests, modified tests, or new static analysis checks

issue-from-plan

Create a GitHub issue from an approved plan before implementation

profile

Analyze speedscope profiles from Alt-Tabby's built-in profiler

review-blocking

Discover functions that block the main thread, then micro-audit each for internal optimization opportunities

review-config-registry

Audit config registry for dead keys, no-op configs, stale descriptions, and organizational opportunities

review-criticals

Audit every Critical section for necessity, scope, and duration — find stale or overly broad holds that block the main thread

review-file-size

Find files approaching context limits and evaluate whether coupling-aware splits are worthwhile

review-function-visibility

Audit function visibility boundaries and rename misclassified public/private functions

review-mcode

Scan for hot loops over raw buffers that would benefit from MCode (native C) optimization

review-memory

Audit CLAUDE.md and .claude/rules/ for stale references, outdated architecture claims, and rules now redundant with static analysis checks

review-option-interaction

Test combinatorial interactions between install options, launch modes, and user journeys

review-outside-box-open

Open zoom out and find whole classes of performance, bug, or anti-pattern issues hiding in plain sight

review-paint

Audit the D2D paint pipeline for per-frame waste — allocations, recomputation, redundant API calls at 120-240fps

review-race-conditions-open

Open Audit for race conditions in timers, hotkeys, callbacks, and shared state

review-resource-leaks-open

Open Audit for memory leaks, handle leaks, GDI leaks, and CPU churn

review-reviews

Meta-audit all review skills for stale references, drifted architecture claims, and cross-skill inconsistencies

review-static-history

Mine git history for bug patterns that static analysis could have caught

research1

review-static-speed

Review static analysis checks for runtime optimization opportunities

review-static-lintignore

Audit all lint-ignore suppressions for appropriateness and overuse

review-test-skips

Audit all SKIP statements in the test suite for correctness

review-tool-coverage

Audit query tools for accuracy, gaps, and retirement candidates

shader-retire

Retire a shader by moving its files to legacy/shaders_retired

ship

Commit, push, and create a PR for the current branch

worktree

Create a new git worktree and switch the session into it

shader-remove

Remove a shader and all its associated files from the project

shader-convert

Convert Shadertoy GLSL shaders to HLSL for Alt-Tabby's D3D11 pipeline

devops1

review-test-speed

Optimize AHK test suite speed without sacrificing reliability

review-test-quality

Audit AHK test suite for drifted copies, dead tests, and design issues

review-static-coverage

Find gaps in static analysis where new checks could prevent classes of bugs

review-shaders-open

Audit HLSL pixel shaders for GPU performance — math optimizations, ALU reduction, texture efficiency at 120-240fps

review-shaders

Audit HLSL pixel shaders for GPU performance — math optimizations, ALU reduction, texture efficiency at 120-240fps

review-reentrancy

Audit the paint and frame loop paths for STA message pump reentrancy — COM calls that can dispatch timer/hotkey callbacks mid-execution

review-professionalism

Review app polish — native feel, user-facing text, UX quality, and professional presentation

review-ownership-manifest

Review ownership.manifest for coupling that can be reduced

review-dead-code

Find and plan removal of dead code (unused functions, variables, unreachable paths)

review-code-quality-open

Open Review of code quality

review-code-quality

Review code quality — separation of concerns, magic numbers, DRY, maintenance issues

review-ahk-engineering

Review code base for undocumented AHK engineering accomplishments.

review-ahk2

Scan for AHK v1 patterns that slipped into the v2 codebase

merge-all

Merge all open PRs into main with testing between each

issue

Create a GitHub issue documenting the work done in this session

documentation1

followup-documentation

Evaluate whether changes need CLAUDE.md, rules, or skill updates

documentation1

explain

Explain a file, function, or system — architectural walkthrough using query tools