4layer/4layer - Four-Layer Minimal Repro Testing Protocol
accept-adapt-rejectTriage incoming feedback into Accept / Adapt / Reject buckets with structured verdicts and follow-up actions. Triggers on /aar, /accept-adapt-reject, or review triage.
adjustment-proofUse when proving, rejecting, or deleting backend adjustment registry entries with real LLM evidence and independent disabled-adjustment worktrees.
adviceToken-efficient second opinion slash command /advice. Extracts the decision point plus a pointer to the change (PR / ref / paths) so each reviewer reads the code itself, then fans out in parallel to up to four reviewers: (1) Codex + Opus CLI reviewers launched concurrently as the primary pair, (2) f
agent-orchestratorUse this skill when working in repositories managed by Agent Orchestrator or when the user asks how to use `ao` properly. Covers the default AO workflow: bootstrap with `ao start`, dispatch work with `ao spawn`, inspect progress with `ao status` or `ao session ls`, steer sessions with `ao send`, and
agento-reportGenerate a full agento PR status report — draft readiness, canonical /green, zero-touch rate, inline display, and Slack summary.
agentsApply WorldArchitect.AI agent-routing priority, modal-lock, and stale-state guard patterns.
ai-universe-authAuthenticate with AI Universe MCP server for multi-model commands
ai-universe-httpieUse HTTPie to call AI Universe MCP server for multi-model analysis
ai-universe-second-opinion-workflowComplete workflow for using AI Universe MCP /secondo command
antigravity-computer-useUse Claude Code to control Google Antigravity IDE on macOS via Peekaboo. Explicitly supports targeting either the Agent Manager window or the Editor window (worktree/editor titles), plus auto routing. Covers workspaces, conversations, Knowledge/Browser/Settings panels, keyboard shortcuts, model sele
ao-lifecycle-triageTriage AO lifecycle backfill claim failures and ghost worktree fetch errors.
ao-model-overrideOverride the model an `ao spawn` worker uses (e.g. force claude-sonnet-4-6 instead of the project default of wafer.ai/GLM-5.1) WITHOUT mutating ~/.hermes/agent-orchestrator.yaml. Use when the user asks for "claude sonnet with AO", "spawn AO with X model", "AO worker but not GLM", or any one-shot mod
ao-operator-disciplineUse when spawning, steering, or auditing Agent Orchestrator workers, especially when the user specifies exact AO parameters such as codex, runtime, project, claim-pr, or PR targets.
ao-session-monitorProperly inspect AO worker tmux sessions to detect working vs idle state
ao-spawn-gatePre-spawn checklist for Agent Orchestrator worker dispatch.
ao-spawn-safetyUse BEFORE bulk or iterative AO spawns over 3 workers. Respect the channel max_spawn setting, enforce the absolute 30-worker cap, spawn at most 15 per batch, and never use load average as the gate.
ao-worker-dispatchChecklist for dispatching AO workers — python venv, commit discipline, branch drift, and post-push CodeRabbit verification
aside-browser-defaultAside browser is the PRIMARY browser tool for all Hermes/Claude/Codex work. Use aside CLI (repl/mcp/exec modes) or aside-mcp before Playwright MCP / superpowers-chrome. Use when opening browsers, scraping, UI tests, localhost verification, cookie injection flows, or any browser-driven automation. Pl
auto-factoryUse when the user explicitly invokes /af or /auto-factory for a coding task.
autoUse when /auto is requested for the established review-and-push sequence.
autonDiagnose why the automation system is not autonomously completing draft readiness and driving PRs to green. Invoked by `/auton`; measures canonical zero-touch readiness, detects stale sessions, and reviews worker outcomes.
babysit-openclawMonitor OpenClaw Slack tasks for stalls or fabricated progress and nudge them safely.
backend-firstUse when fresh backend behavior needs deterministic proof, root-cause-first routes a failure to the backend lane, or an acceptable model response changes or disappears after the provider boundary.
backup-verificationUse whenever asked whether "the backup" is working, or after invoking scripts/backup-home.sh or any multi-target backup script, or when detecting config drift, missing files in repo, rsync failures, or /green-style verdicts that depend on backup state. Mandates per-target verification rather than tr
bashrcSafe wrapper and settings editing playbook for ~/.bashrc — hardening protocol for editing Claude/claude CLI wrappers and model routing without breaking base claude behavior. Slash command: /bashrc.
bead-followup-templatesStandardize br bead follow-ups for PR reviews and code reviews so each bead includes exact implementation instructions, API/function signatures, and acceptance criteria.
beads-issue-trackingUse when creating, querying, updating, closing, syncing, or diagnosing Beads issues with the br CLI.
benchgGenesis vs Ralph orchestrator benchmark — runs both orchestration systems on the same project spec in isolated tmux sessions, then compares quantitative metrics (files, LOC), runs a consensus code review, does live build/test validation, and produces a benchmark report. Slash command /benchg [projec
bq-evidence-readingUse this when reviewing WorldArchitect PR evidence that claims real LLM request/response logging, token counts, RAG/shadow comparison, or BigQuery provenance.
browser-controlControl real websites and authenticated browser sessions, inspect pages, complete approved UI flows, or troubleshoot browser automation. Use for general browser work, site settings, OAuth consent, existing tabs, and Slack app configuration. Uses Aside first and routes deterministic app testing to pl
browser-testingUse when testing localhost URLs or web UIs. PRIMARY: aside browser (CLI / aside-mcp). FALLBACK: mcp__playwright-mcp (headless); forbids mcp__claude-in-chrome__* (requires extension).
browserclawCapture browser traffic with Playwright and generate Python client + MCP tool artifacts from HAR sessions.
mvp-site-app-dev-i6xf2p72ka-uc-a-run-app-rootAPI skill for mvp-site-app-dev-i6xf2p72ka-uc.a.run.app. Use when: interacting with this site's APIs, automating workflows, debugging requests. Auth: Unknown — capture may reveal auth mechanism.
bypass-claimsBypass-claim evidence standards for any fast-path, short-circuit, LLM skip, template bypass, or cache hit claim in this repo.
callpathGeneral read-only execution tracer. Profiles automate known systems; without a profile the LLM must fresh-investigate entry→hops→blocker from live evidence. Triggers on /callpath, trace execution, where stuck.
character-creation-modal-exitEnforce the WorldArchitect.AI character-creation modal exit protocol and routing lock.
claude-code-computer-useUse Claude Code to run computer-use style UI automation loops with screenshot → decide → act cycles, safety guardrails, and step-bounded execution. Trigger when the user asks to make agents do Claude computer-use behavior, desktop/browser UI control, click/type/scroll automation, or iterative visual
claw-dispatchUse when dispatching work through the Hermes gateway with /claw, especially when the task may resolve slash commands or hand off into AO worker orchestration.
cloud-ops-credential-guardSecurely guide teammates through cloud configuration, secrets management, and incident triage
cmux-backupBackup all cmux workspaces, surfaces, and their current working directories via the socket API. Produces a timestamped JSON snapshot at ~/.cmux-backups/.
cmux-goalSet Claude Code's builtin /goal for yourself (the running session) via the cmux socket CLI — types the /goal command into your own composer so the Stop hook + purple UI indicator activate. Use when the user asks you to set your own goal, when /ironclad step 3 needs the builtin set, or when a mission
cmux-steerResolve, inspect, and safely steer named cmux workspaces, tabs, and surfaces.
code-centralizationInvestigate existing utilities before adding code to avoid duplication and centralize shared behavior.
code-qualityMetric-driven PR code quality review (Short variant for small PRs, Long variant for important/architectural/AI-generated PRs). Cyclomatic / cognitive complexity, duplication, coupling/cohesion, package metrics, code smells, lightweight security patterns, AI-import verification gap. Cite file:line ev
code-reviewReview PRs, branches, commits, or working changes for actionable correctness and standards findings, including focused rechecks of known blockers.
code-standardsUser-scope code/diff/PR review against the user-wide standards — ZFC, ZFC leveling, root-cause-first, and the ponytail (lazy senior dev) ladder. Dispatched by the /code-standards command.
coderabbitPost "@coderabbitai all good?" comment on the PR associated with the current branch
command-researchEmpirical Command & Skill Usage Research Protocol — Measure true human vs agentic slash command invocations across Hermes, Claude Code, and Codex session stores without substring noise
consensus/consensus Command - Multi-Agent Consensus Review
conversation-history-sparseSparse conversation history triage across Claude Code, Codex, Hermes, agy CLI, and Cursor with strict context budgets. Default for `/history`; covers all five canonical sources.
copilot-pr-processingUse when /copilot is requested to triage and process pull-request review comments.
crashCanonical triage order for crash investigation reports to surface panic traces, rank variables, and propose next steps.
credential-disciplineExample/seed/fixture files must use placeholders not real credentials. Pre-commit grep check + enforcement hooks.
cross-machine-ssh-tierReusable SSH-first-then-Tailscale transport ladder for reaching peer machines. Tier 1 is LAN SSH via a `~/.ssh/config` alias; Tier 2 is Tailscale SSH with explicit `-i ~/.ssh/id_<peer>` key, looked up live (never hardcoded); Tier 3 is a Slack channel watched by a reactive messaging-gateway agent, fo
cwd-safetyUse BEFORE `mv`/`rm -rf` on any directory. Verifies pwd does not match target; session cwd cannot recover once its directory is gone.
dark-factoryRun the Dark Factory DOT pipeline runner against a goal. Slash command: /factory. Implements StrongDM's Attractor pattern as an external Python runner — .dot files are the versioned artifact, sealed holdouts live in a separate repo, every step is recorded to CXDB, and the Healer clusters failures in
deletion-milestoneGeneric discipline for any deletion or quarantine milestone PR — net LOC enforcement, scope verification, PR lifecycle guards
design-docGenerate comprehensive product spec, engineering design, and TDD implementation plan documents for any feature or project. Consolidated 2026-07-11 from the retired /design command (whose newer Phase-0 exit-criteria-first + batch-decision contract is authoritative — see the AUTHORITATIVE ENTRY CONTRA
designGenerate HTML + MD design docs for a feature or PR, matching the repo's existing design doc style. Always produces both formats in parallel.
dice-roll-auditAudit campaign dice rolls for fairness, anomalies, mechanics validation, and evidence.
disk-auditUse when checking local disk capacity, investigating disk growth, or reviewing safe cleanup candidates.
disk-magicianUse when diagnosing disk capacity or growth and when previewing repository-gated cache, temp, or worktree cleanup.
disk-root-causeUse when a user asks why a disk is filling, what uses its capacity, what grew over time, or what can be safely reclaimed.
distributed-cachingDistributed system and caching architecture rules before adding any cache, memo, or in-memory store.
document-standardsProject-agnostic review or revision of prose documents (roadmap docs, reports, status docs, handoffs, Google Docs, HTML) for truth, economy, readability, structure, and output correctness — optimized for human reading. Adapts /code-standards' five-lane pattern to documents. Dispatched by the /docume
docxUse this skill whenever the user wants to create, read, edit, or manipulate Word documents (.docx files). Triggers include: any mention of 'Word doc', 'word document', '.docx', or requests to produce professional documents with formatting like tables of contents, headings, page numbers, or letterhea
domain-lock-standardsStandard operating procedure for AI coding agents when encountering spawn-time or real-time domain lock collisions.
draft-first-prLifecycle contract for opening PRs, driving them green, and fixing CI. Triggers on: opening a PR, driving a PR to green, fixing CI on a PR, /green, /es, /er, /advice on a PR.
end2end-testingUse when adding or modifying end-to-end tests, testing provider-backed application flows, choosing realistic fixtures, or debugging integration failures across service boundaries.
engplanPlan medium-to-large engineering work across staged PRs with file ownership, dependencies, tracking, and proportional evidence.
evidence-coverageBuild a Logic x Evidence Matrix mapping every production logic change in a PR to its required testing layer and current evidence status.
evidence-reviewEnforcement rules for reviewing evidence artifacts against the evidence-standards skill. Invoked by /er. Produces PASS / PARTIAL / FAIL / INCONCLUSIVE verdicts.
evidence-standardsGeneral cross-project evidence standards (user scope). Use for the /es skill. Repo-level .claude/skills/evidence-standards.md files add project-specific extensions — always consult both.
executeUse when /execute is requested to plan, confirm authorized scope, and execute work.
execution-orchestrationUse when /e is requested for explicit planning and cost-aware task execution.
experimentTriple-blind AI testing protocol for scientifically rigorous experiments that test AI behavior changes (e.g. CLAUDE.md variants, prompt strategies) while eliminating coordinator and evaluator bias. Use when the user wants to run /experiment, design a controlled A/B test of AI behavior, compare contr
ezgha-watchdogRead-only fleet-size consumer for the 6 mac + 16 linux ezgha runner invariant. Restart-only remediation is UNAVAILABLE (fail-closed) pending jleechanorg/ez-gh-actions PR 67 (dual-Lima convergence) and PR 70/issue 60 (recovery controller) merging AND being proven live-deployed — a 2026-07-09..11 audi
factory-evolveAnalyze conversation and git history to find gaps where cold reviews (codex, Bugbot, CodeRabbit, /reviewdeep) caught issues that dark-factory in-pipeline reviewer nodes missed. Fans out subagents, opens PRs, drives each through /green, and merges (with explicit MERGE APPROVED). Proposes targeted .do
factory-specfetch-x-tweetfield-ownership-contractsfile-justificationfirebase-prod-campaignsfix-completion-deployfixprfrontend-designgame-evidence-reviewergemini-3-apigemini-code-execution-json-modegeneralized-testinggeneratetestgit-branch-trackinggithub-actions-policygithub-cli-referencegmailgoalexec-definegoalexecharness-engineeringharness-guardrailsharness-postmortemhermes-modelshermes-slack-rotationhistory-searchhost-disk-guardianinnovationintegrateintegration-verificationironcladisolate-llm-vs-backendkarpathy-wikikeychain-killlaunchd-plist-templatelaunchdlearnlevel-up-validationleveluplinux-mirrorlinux-remotellm-firstllm-prompt-engineeringllm-testinglocal-dev-servermac-mirrormac-remotemcp-agent-mailmcp-buildermem0memory-searchminimax-401-diagnosticminimaxmobile-investigationsnextstepsno-second-llm-callsorchconvergeorg-runner-auditpair-benchmark-all-executorsparallelize-to-ceilingpdfplan-microplaywright-ui-testingponytailpptxpr-babysitpr-blocker-min-repropr-description-formatpr-description-sectionspr-driver-protocolpr-efficiency-auditpr-green-definitionpr-preview-serverspr-quantity-controlpr-reportpr-workflow-managerpre-cr-checklistreadonly-scopereadyredgreenrepo-and-infra-locationsrepro-copyrepro-developerrepro-evidencerepro-twin-clone-evidencereproresearchreviewer-calibrationroadmaproot-cause-firstrunner-healthruntime-activation-claimsecond-call-boundarysecondo-dependenciesself-hosted-runner-preflightsession-start-protocolsidekickskillifyslack-auditslack-identityslack-media-uploadslash-command-translationsmoke-localsmoke-test-localsmokesoaksocial-posterstreaming-evidence-standardssuperpowers-brainstormingsuperpowers-quicksuperpowers-using-git-worktreessuperpowers-verification-before-completionsuperpowers-writing-plansswarmsync-live-configsyncsystemdtdd-evidence-workflowtest-classificationtest-realistictesting-gap-closetesting-infrastructure