snappy-os - the brain
_Updated 2026-04-19T01:29:41Z · 122 skills · 39 firing in last 7d_
Every row is one capability. 🔥 Nx = fired N times this week. score = mean eval over those runs. Verb-family is the rough job (audit, publish, meeting, etc.).
AUDIT
| skill | 7d | score | description |
|---|---|---|---|
ai-spend | 🔥 2x | 100% | Roll up dispatch + shell + API spend from ndjson logs into a daily total. |
brain-showcase | 🔥 2x | 100% | Receipts-based audit of what the brain has actually produced (images, drafts, followups, m |
bug-triage | 🔥 2x | 94% | Cluster incoming bug signals (sweep + GitHub + Xano errors) by root cause; emit priority-r |
client-pulse | 🔥 1x | 50% | Per-client health check: last contact, open commitments, unbilled work, dormant risk. |
commit-report | 🔥 7x | 57% | Git-log roll-up across active repos, grouped by repo + scope. |
gh-triage | 🔥 3x | 100% | List open issues and PRs across active repos, cluster by label, surface items aged > 7 day |
inbox-sweep | 🔥 8x | 100% | snappy-inbox-sweep/api.ts - Deterministic multi-channel inbox sweep. |
linkedin-likes-only | 🔥 1x | 100% | Daily LinkedIn engagement - likes only, no comments, no replies, no posting. |
ray-update | 🔥 5x | 80% | Weekly update draft for Ray - aggregates commit-report + client-pulse + ai-spend, then har |
reconcile | · | - | Cross-check Xano invoices vs Stripe payments vs bank deposits; flag mismatches. |
snappy-fix | 🔥 90x | 100% | Triage and fix the top open p0/p1 issue in snappy-os. Triggered when the user says `/snapp |
testimonial-scan | · | - | Query the content-engine DB for existing testimonials and score fresh candidate quotes on |
BROWSE WEB
| skill | 7d | score | description |
|---|---|---|---|
api-sniffer | · | - | Capture XHR/fetch traffic from a real browser session |
dom-cartographer | · | - | master DOM mapper helpers. |
linkedin-post-scraper | 🔥 5x | 44% | Daily LinkedIn feed scrape - captures posts from network for content mining. |
scrape-competitor-pricing-weekly | · | - | Weekly competitor pricing check - captures pricing pages for drift detection. |
CODE GEN
| skill | 7d | score | description |
|---|---|---|---|
bootstrap | 🔥 4x | 100% | The meta-skill. Closes a gap in snappy-os by porting a kernel skill into state/lib + state |
content-polish | 🔥 5x | 80% | Polish a draft until voice.checkTone() passes. Eval is the gate, not the exit code. |
database | · | - | Xano database catalog and content engine queries. |
deploy | · | - | Deployment orchestrator for all snappy-* skills. |
evolve | · | - | 999-iteration hill-climb on self - propose, apply, measure, keep if better, revert if wors |
graduate | 🔥 17x | 100% | Promote a prose skill to graduated by scaffolding state/bin/<name>/run.ts from its prose c |
hooks | · | - | Hook management for the Claude Code harness. |
implement-spec | 🔥 2x | 37% | Meta-verb - dispatch a subagent to implement a plan section, then audit the output and log |
infra | · | - | Infrastructure foundation for all snappy-* skills. |
notion | · | - | Legacy Notion skill. |
query-xano | 🔥 2x | 100% | Read-only Xano introspection + content-engine SQL. |
skill | · | - | snappy-skill/api.ts - Meta-skill scaffolder for the Snappy namespace. |
swarm | · | - | snappy-swarm/api.ts - How to construct agent prompts for BOTH code-review and browser-test |
website | · | - | snappy.ai site health and deploy operations for all snappy-* skills. |
xano-mcp | · | - | MCP server health checks and tool testing. |
COMPUTE
| skill | 7d | score | description |
|---|---|---|---|
analytics | · | - | Metrics aggregator for all snappy-* skills. |
chain | · | - | Ported from kernel. |
channel-contract | · | - | Ported from kernel. |
client-ray | · | - | Ray's weekly Friday dev update. |
dashboard | · | - | snappy-dashboard/api.ts - Base URL for all examples: ```bash BASE="https://backend-dashboa |
ops | · | - | Operator console for the Snappy agent system. |
settings | · | - | Credential management API for all snappy-* skills. |
shell | · | - | snappy-shell/api.ts - Kernel-loaded fallback runner. |
snappy-go | 🔥 20x | 100% | Start a named background agent with a directive prompt. Multiple agents can run in paralle |
snappy-list | · | - | List every running snappy-os background agent with ticks/cap/age. Routes to pause/resume/s |
snappy-recover | · | - | Snapshot, restore, or rollback the snappy-os canonical via DO Spaces bucket versioning. Re |
snappy-run | 🔥 6x | 100% | Run a snappy-os agent on demand. Triggered when the user says /snappy-run <agent> or ask |
snappy-statusline | · | - | |
update | · | - | Dev updates to client channels for all snappy-* skills. |
xano-dashboard | · | - | Browser-driven Xano admin operations. |
EMAIL DRAFT
| skill | 7d | score | description |
|---|---|---|---|
dormant-ping | · | - | Surface clients dormant past threshold; draft a check-in DM; never auto-send. |
inbound | · | - | Inbound detection and classification. |
meeting-followup | 🔥 13x | 46% | Fetch recent Krisp meetings, compose follow-up summary emails, create Gmail drafts for Rob |
outbound | · | - | Channel router for outbound messages. |
ray-send | · | - | Convert a ready ray-drafts row into a Gmail draft. Called from the slash-command after the |
sweep | 🔥 6x | 97% | Multi-channel inbox sweep (Slack + Gmail + LinkedIn + Skool). Returns actionable items; sc |
testimonial-ask | · | - | For clients with a recent silent-ship, draft a testimonial request; never auto-send. |
IMAGE
| skill | 7d | score | description |
|---|---|---|---|
ffmpeg | · | - | snappy-ffmpeg/api.ts - Local ffmpeg primitive layer. |
image | 🔥 1x | 50% | Generate a self-inspected image via generate-iterate.sh and ship it to the CDN. |
remotion | · | - | Programmatic video generation via Remotion. |
snappy-stop | · | - | Stop a named background agent by id. Byline 🤖 row for that agent drops on next render. |
video | · | - | Video processing pipeline via Mac Mini SSH. |
MEETING ACTION
| skill | 7d | score | description |
|---|---|---|---|
catchup | · | - | Per-client pre-meeting brief: commits + messages + open commitments since last meeting. |
commitment-audit | 🔥 2x | 92% | Cross-check promised deliverables (Krisp + inbox) against actual completions (commits + Xa |
corpus | · | - | Krisp transcript corpus operations for all snappy-* skills. |
krisp-inbox | · | - | Read latest Krisp meetings and surface follow-ups waiting on Robert. |
meeting-triage | 🔥 16x | 100% | Surface commitments Robert made in a recent Krisp meeting so he can act on them in the 60 |
morning-brief | 🔥 6x | 81% | Chain sweep + krisp cache into a one-screen brief of what needs Robert today. |
ray-todo | · | - | Surface Krisp commitments Robert made but hasn't closed. |
scheduling | · | - | Meeting scheduling for all snappy-* skills. |
snappy-triage | 🔥 1x | 100% | Turn the byline's 📬 meeting: N items row into a two-keystroke picker. For each open foll |
tool-scout | 🔥 2x | 100% | Scan Krisp transcripts for tool mentions Robert demoed and check if each has a snappy skil |
MEMORY OPS
| skill | 7d | score | description |
|---|---|---|---|
brain-growth | 🔥 5x | 100% | Daily growth snapshot - skills, loader pitfalls, eval rolling means, parity, breakage, syn |
content-mine | 🔥 44x | 94% | Extract citable atoms from transcripts/commits into content_atoms, filtered by Robert-sign |
memory-consolidation | 🔥 4x | 83% | Daily memory cleanup - deduplicate, prune stale entries, merge related memories. |
mine | · | - | Content mining operations for all snappy-* skills. |
positioning | · | - | Voice constitution, tone rules, banned phrases. |
PUBLISH
| skill | 7d | score | description |
|---|---|---|---|
blog | · | - | Blog MDX operations for all snappy-* skills. |
community | · | - | Skool HTTP API operations for snappy-* skills. |
course | · | - | Free agentic-building course structure. |
post | · | - | Unified distribution router for all snappy-* skills. |
publish | 🔥 1x | 100% | Git-based MDX publishing operations for all snappy-* skills. |
publish-bootstrap | · | - | Publish snappy-os (the npm bootstrap) to the npm registry. |
ray-sheet-embed | 🔥 1x | 100% | Embed a polished ray-update markdown file as a fresh tab in the live business-tracking Goo |
ray-update-friday | 🔥 2x | 100% | Friday 18:00 publish gate for Ray's weekly update. Scans state/log/ray-update/ for a fresh |
ship-lesson | · | - | Upload a course lesson draft to Skool. Serialized (no parallel writes). Content-polish gat |
skool-daily-post | 🔥 3x | 66% | Daily Skool community post - surfaces a lesson, tip, or discussion prompt. |
skool-partner-cta | 🔥 3x | 83% | Recurring Skool community post asking members to complete the four Skilljar courses requir |
walkthrough | · | - | Recipe-driven annotated tutorial capture. |
SCHEDULE
| skill | 7d | score | description |
|---|---|---|---|
calendar | 🔥 2x | 50% | Google Calendar (readonly) for the weekly Ray-update - pull Mon-Fri events from Robert's p |
pid-regen | · | - | Self-improvement loop - detect declining skills from eval trends and regenerate their spec |
polish-digest | 🔥 22x | 100% | Aggregate recent content-polish runs; surface dominant voice violations (drift report). |
snappy-autopilot-twocron | · | - | |
snappy-pause | · | - | Pause a named background agent without forgetting it. Tick skips it until /snappy-resume. |
snappy-resume | · | - | Resume a previously paused background agent. Tick starts firing for it again. |
snappy-sync | · | - | Push and pull the snappy-os canonical between local disk and DO Spaces via the Worker. Joe |
sync | 🔥 16x | 65% | Pull-then-push git sync for snappy-os - keeps every machine current without human-in-the-l |
sync-creds | · | - | Pull the latest .env.cache from the authoritative source - new-machine setup or post-rotat |
UNCLASSIFIED
| skill | 7d | score | description |
|---|---|---|---|
ads | · | - | YouTube advertising targets and metrics. |
ai-models | · | - | Direct OpenAI API for all snappy-* skills. |
box | · | - | Box server HTTP API for all snappy-* skills. |
brain-capabilities | · | - | Capability catalog -- scan state/skills/, classify by verb_family, emit capabilities.ndjso |
brain-insights | · | - | Show unread proactive findings the brain detected about itself (new capabilities, new pitf |
client-orbiter | · | - | Orbiter-specific client API. |
client-scott | · | - | Scott-specific client API. |
client-template | · | - | Factory for per-client API modules. |
client-total | · | - | Total CRM client API. |
clients | · | - | Client lifecycle router for all snappy-* skills. |
content | · | - | Content production orchestrator for all snappy-* skills. |
desktop | · | - | macOS desktop automation via Midscene vision AI. |
docs | · | - | Notion REST API operations for all snappy-* skills. |
freshbooks | · | - | FreshBooks operations via direct API for all snappy-* skills. |
gateway | · | - | Skills gateway operations at skills.snappy.ai. |
gemini | · | - | Google Generative AI REST API for all snappy-* skills. |
imessage | · | - | iMessage sending via Mac Mini SSH. |
maintenance | · | - | Project health checks across all Snappy infrastructure. |
offer | · | - | Business offer, model, and pricing data. |
openrouter | · | - | OpenRouter multi-vendor LLM gateway for all snappy-* skills. |
os | · | - | The kernel manifest - what every snappy-os installation is guaranteed to have on disk, wha |
playbook | · | - | WeTube SS mastermind 6-week curriculum structure. |
ray-sheet | 🔥 3x | 100% | Populate Ray's business-tracking Google Sheet from FreshBooks daily. 5 tabs (Cash / Hours |
sales | · | - | Sales pipeline operations via snappy-knowledge. |
sheets | 🔥 4x | 0% | Google Sheets operations via service-account JWT - create workbooks, share, read, append. |
transcripts | · | - | Transcript retrieval for all snappy-* skills. |
whatsapp | · | - | WhatsApp messaging via Meta Cloud API for all snappy-* skills. |
youtube | · | - | YouTube operations via direct YouTube Data API v3. |