Skills Library

VoiceLayer sessions for debriefs, practice, QA, capture, KG review. Triggers: meeting debrief, voice drilling.

Build talks with Workshop/Oren/Uri methods. Triggers: talk prep, slides, pitch, practice, structure review.

Full PR loop: branch, test, commit, push, PR, review, fix, merge. Triggers: create PR, finish work.

Review changes and handle CodeRabbit/Greptile/Bugbot/GitHub feedback. Triggers: review, comments, security.

Life admin for health, habits, jobs, clients, contracts, scheduling. Triggers: daily plan, WHOOP, outreach.

Figma-to-code pixel verification loop. Triggers: Figma designs, pixel perfect, design verification.

Create JSON PRDs for Ralph stories. Triggers: plan feature, create PRD, Ralph stories. NOT running Ralph.

Spawn AI workers in cmux via MCP/repoGolem. Triggers: visible workers, terminal agents, orchestration, audits.

Control cmux panes, splits, browser/sidebar, messages. Triggers: cmux, split panes, terminal reads. NOT shell.

Manage 1Password op secrets/env. Triggers: API keys, .env, op auth.

First-time golems install: check CLIs, wire MCP, symlink skills. Triggers: set up/install golems, new machine.

Manage golems cloud-worker on Railway. Triggers: railway, deploy, redeploy, logs, variables. NOT Vercel.

Create/edit/audit/eval golem skills. Triggers: create skill, skill eval, live eval, JSONL mining.

Compare Claude/Codex/Cursor/Wispr changelogs to local setup. Triggers: whats new, changelog, updates.

Security audit for MCP, TS, Swift, shell. Triggers: security, vulnerability, hardening, traversal, injection.

Discipline for cron/loop/monitor payloads. Triggers: cron, /loop, recurring tick, merge queue, no-progress.

Safety gate for destructive git/main commits. Triggers: force-push, reset, branch delete, clean, main commit.

Bulk LLM-judging protocol for fleet-dispatched verdict runs (KG cluster, eval harness). Triggers: judge fleet, bulk judge, R3 verdicts, kg-judge, RT gate, evidence_degraded. NOT for single reviews, Phoenix UX, or non-judge evals.

Mine Wispr SQLite for ASR vocabulary gaps/corrections. Triggers: wispr mining, ASR errors, voice vocabulary.

Fresh-machine golems setup: prereqs, config, repos, MCP, BrainLayer. Triggers: setup, wizard, install golems.

Verify deployed infra after merge/restart. Triggers: PR merged, deployed, daemon/MCP restart, live probe.

Push dependency bugs upstream. Triggers: dependency bug, workaround, monkey-patch, fork/fix. NOT app bugs.

Use when building audio narration dashboards that require STT-after-TTS exact word-timing, a real word-click-seek read-along dashboard, the AfterCode workflow, or publish-to-tailnet delivery.

Push a notarized, version-consistent Layers app (VoiceBar/BrainBar) to another Mac over SSH, keeping TCC grants. Triggers: sync the other mac, sync to mac, sync notarization, push update to M1/M4, update the other mac. NOT for: local build-app rebuild on a daily-driver (clobbers the cask).

Route fan-out / parallel work to the RIGHT engine: Cursor /multitask, headless cursor-agent, Claude Workflow, or cmux. Triggers: multitask, /multitask, parallel agents, fan out, in parallel, batch classify/audit. NOT for one edit or dependent steps.

Bash security checklist: injection, set -euo, printf, quoting. Triggers: shell hardening, bash security.

Validate assumptions in multi-agent plans; rewrite weak plans. Triggers: validate plan, check assumptions.

Create static HTML dashboards from template. Triggers: dashboard, status, digest, compare, what changed.

Run and validate a multi-tier anonymized-peer-ranking council. Triggers: council, peer ranking, judge panel, anonymized review, adversarial verification, spec hardening, score candidates.

BrainLayer retrieval benchmark: recall@K, MRR, p@5, placebo. Triggers: agada bench, BL PR, embedder swap.

Enforce Cursor=gather, Codex=implement, Claude=orchestrate. Triggers: delegate, worker assignment, routing.

Mechanical gate for visual approval routing, in-policy PR admin-merge, and incident framing-first doctrine. Triggers: visual/design approval, CI-green in-policy PR, incident/operator response.

Pre-R0 diff of implementation vs SOTA research. Triggers: before R0, architectural audit. NOT per-PR review.

Fallback for failed brain_store: write memory to docs.local for replay. Triggers: null chunk, DB busy, close.

Non-blocking PostToolUse/Stop hook flagging conserve-Claude / weekly-budget / usage-percent / stay-thin / go-light framing in agent-facing output. Full-throttle is the standing rule; there is NO real conservation premise. Triggers: budget lint, conserve Claude, stay thin, usage percent. NOT for real sourced cost reporting or context/token budget estimation.

Write grounded Claude Desktop/Web research prompts. Triggers: research prompt, Claude Desktop, MCP-aware.

Mechanical collab-first routing gate: no send_input coordination, no sleep-poll ticks, decisions carry a recommendation. Triggers: cross-lead coordination, worker monitoring, async decision.

Create app/Remotion demos. Triggers: demo video, walkthrough, showcase.

Audit/fix AI context hygiene vs ~/.golems/config.yaml. Triggers: context check/bloat, MCP/skill/hook hygiene.

Durable surface→session_id index so /orc RESUMES a crashed lead (repoGolem --resume) instead of duplicate-spawning a fresh one. Triggers: crash resume, resume not respawn, lead crashed, R-036, SPAWN_OVER_RESUMABLE green path, session_id lookup.

Run Cursor-workflow gather/recon via AutoCursor primitives. Triggers: cursor-workflow, autocursor gather, cursor gather.

Brain Drive filing discipline: where artifacts go + how to name them. Triggers: Drive/Brain Drive upload, folders, prompts/results, audits, plans, transcripts, dashboards, docs.local artifacts. NOT for Gemini Drive/web research; >100KB use archive.

Validate Expo iOS/Android sync before first EAS build. Triggers: eas build, prebuild, credentials.

Health checks for MCP, BrainLayer, skills, friction. Triggers: health check, whats broken, MCP/BL status.

Mechanical kill-gate: block 'done/green/fixed' without a same-turn live-outcome probe. Triggers: completion claim, pr-loop completion, deploy/render/dashboard 'done'.

Quiet sprint close: stop monitors, send final dashboard/message. Triggers: fleet wrap, stand down.

Mechanical kill-gate: at a fleet-wrap / stand-down state, assert cron-count==0 — no health-watch / `/loop` / sleep-poll cron left armed. Triggers: fleet wrap, stand down, sprint close, going silent.

Store user corrections/frustration as memory. Triggers: no/wrong/stop, I told you, not that, frustration.

NotebookLM/Gemini research: sources, Deep Research, queries, artifacts. Triggers: Gemini, synthesis.

Archive >100KB research/media to Brain Drive. Triggers: Drive upload, archive this, post-digest archival.

Mechanical autonomy gate: flag no-input-decisions + idle-seat-with-open-queue over agent transcripts. Triggers: turn-end autonomy check, /orc + /pr-loop completion, lead about to pause.

Lint a macOS onboarding runbook for privilege-correctness before it ships. Triggers: install runbook, fresh-Mac onboarding, brew cask runbook, admin/Standard user split, happy-camper onboarding.

Lint launchd plists for hardcoded secrets in EnvironmentVariables. Triggers: launchd plist, LaunchAgents, plist secret, raw API key in plist, secrets hygiene, op:// reference.

LinkedIn coach using Aviv Levi 2026 rules. Triggers: LinkedIn posts, ideas, draft review, algorithm fit.

macOS systems specialist — AppKit NSPanel architecture, launchd services, socket activation, MCP bridge resilience, syspolicyd, high-frequency SwiftUI dashboards. Triggers: menu-bar apps, LaunchAgents, Gatekeeper/TCC, UDS/MCP bridges, 10Hz+ SwiftUI.

Mechanical monitor-law gate: assert a persistent monitor is armed on the ACTIVE collab channel with a heartbeat marker. Triggers: lead/orc sprint, spawn workers, 'back to silent'.

End-of-day client/work journal. Triggers: nightly journal, daily sweep, check comms, what happened today.

Orchestrate multi-agent sprints/cmux/ecosystem work. Triggers: sprint, spawn, status, catch me up, delegate.

Phoenix human-eval UX: replay, IDs, filters, mark-wrong, mobile, attribution. Triggers: phoenix view, eval UI.

Mechanical kill-gate: enforce tri-state QA PASS/FAIL/INCONCLUSIVE — FAIL only for confirmed-observed failures, INCONCLUSIVE when the path couldn't be reached, and a qa-report.md artifact must exist. Triggers: QA verdict, QA done/complete, pre-merge QA, false-FAIL.

Video QA/extraction for screen, local video, YouTube. Triggers: narrated QA, bugs, QA checklist, video gems.

Mechanical kill-gate: block a narration/AfterCode 'render done / give it a play' without a same-turn ls+ffprobe(size>0,duration>0) of the CLAIMED mp3 + a reachable surface + a registered cloned voice. Triggers: render complete, give it a play, narration done, audio mp3 done.

Launch repoGolem agents in any repo. Triggers: spawn agent, launcher, brainlayerClaude, flags -s/-c/-w.

Refresh research context: sprint results, stale condense, archive findings. Triggers: stale context, R-number.

Write handoff, spawn successor, answer grill, verify orientation. Triggers: hand off, context high.

Deterministic gate for spawn/dispatch briefs that reference spec or handoff files. Triggers: spawn hygiene, assert-before-spawn, handoff brief, spec path preflight.

Use Google Stitch for design-to-code prototypes/tokens, then implement. Triggers: Stitch, screen prototypes.

Mechanical kill-gate: block a dashboard 'published/live' claim unless the SAME turn mirrored it to the tailnet hub AND got HTTP 200. Triggers: dashboard Write, publish to hub, dashboard 'done/live'.

PreToolUse Write/Edit hook enforcing TDD edit limits for implementation files. Triggers: tdd guard, test-first hook, untested implementation block, snapshot/golden carve-out.

Fail-CLOSED PreToolUse guard denying durable-content writes to temp paths (/tmp, /private/tmp, /var/folders, $TMPDIR) across Write/Edit and Bash writes. Triggers: tmp guard, TMP-BLOCK deny, bypass ledger. NOT for storage policy.

Deterministic gate for ultracode/comprehensive workflow topology depth floors. Triggers: ultracode, exhaustive audit, deep fan-out, workflow topology, persistent collab.

Orchestrator convergence: mine JSONLs, cite findings, route actions. Triggers: weave, run weave.

Scaffold multi-phase plans with async agents. Triggers: large feature, multi-PR refactor, parallel cmux.

Evidence gate: read files, run tests, verify outputs before claims. Triggers: results, green/complete claims.

List golem skills/descriptions/grades/status. Triggers: list/search/show skills. NOT invoking skills.

Plan sprint transitions, archive work, reset PRD. Triggers: archive, cleanup, sprint transition, reset PRD.

Audit unfamiliar repos: architecture, features, config gaps. Triggers: unfamiliar repo audit. NOT catchup.

Access iCloud Obsidian notes/vault. Triggers: vault, diary, ideas, Hebrew notes, recent notes. NOT BrainLayer.