atrislabs
Organizationa self improving operating system for intelligence
Categories
Indexed Skills (45)
tune
Live RL tuner for skills. Watches skill invocations, reads user reaction, proposes targeted SKILL.md overlay edits, requires explicit approval, writes scorecards. The in-session half of the skill-RL loop (Path B). Triggers on: tune, sharpen, skill feedback, that was shit, that was great, make X better.
aeo
AI Engine Optimization — write content engineered to get cited by ChatGPT, Claude, and Gemini. Not SEO. Triggers on: aeo, AI engine, llm citation, get cited, write for ai.
design
Frontend aesthetics policy. Use when building UI, components, landing pages, dashboards, or any frontend work. Prevents generic ai-generated look.
backend
Backend architecture policy. Use when building APIs, services, data access, or any backend work. Prevents over-engineering.
philosophy-of-work
Install Atris — the open-source operating system for AI work. Gives agents MAP-first navigation, durable tasks, proof on disk, and a plan→do→review loop. Use when starting in a repo, onboarding, or when chat context keeps dying.
writing
Essay writing skill. Triggers on: essay, draft, write, outline
atris
Install and use Atris as an on-disk brain for agent work. Use when starting in any repo, navigating code, claiming tasks, proving work, or running missions that should survive the session.
swarlo
Swarlo agent coordination — check hub status, read board, post messages, claim tasks. Auto-detects whether to start or join.
apps
View, manage, and trigger Atris apps. Use when user asks about their apps, app status, runs, data, or wants to trigger an app.
atris-feedback
Submit, list, resolve, close, or delete Atris customer feedback. Use when user types /feedback or asks to triage the feedback queue.
blocks
Author Atris block documents — the live markdown docs the Atris (obelisk) editor renders, with charts, gauges, metrics, tables, and images. One doc is a beautiful one-pager; add slide breaks and it presents as a deck. Use when creating or editing an Atris doc, deck, one-pager, report, or anything opened in the Atris markdown editor.
calendar
Google Calendar integration via AtrisOS API. View, create, and manage calendar events. Use when user asks about calendar, schedule, meetings, or events.
chief-of-staff
Daily briefing agent that learns your patterns and gets better every morning. Requires member-runtime skill. Use when you want a personalized morning briefing, daily summary, or 'brief me'.
member-runtime
Load and run MEMBER.md team members -- complete AI workers with persona, skills, tools, context, and a journal that learns over time. Use when you want to activate a team member, run 'be my chief of staff', or manage stateful AI workers.
copy-editor
Detects AI slop and fixes it, especially in memos, docs, READMEs, messages, PRDs, and other written output. Based on Wikipedia's AI Cleanup patterns plus memo-specific anti-slop rules. Triggers on "copy edit", "review writing", "humanize", "deslopper", "ai patterns", "make it sound human", "AI slop", "anti-slop", "memo".
create-app
Build and deploy an Atris app from a natural language description. Use when users ask to create Atris apps, workflows, or chat apps with setup automation.
create-member
Create and manage AI team members using the MEMBER.md format. Use when the user wants to define a new AI role, set up a team member, create an agent persona, or work with team/MEMBER.md files.
drive
Google Drive integration via AtrisOS API. Full file management (upload, copy, share, move, delete), Google Docs (create, edit, format, templates), Google Sheets (read, write, format, charts). Use when user asks about Drive, files, docs, sheets, or spreadsheets.
email-agent
Gmail integration via AtrisOS API. Read, send, archive emails. Use when user asks about email, inbox, or wants to send/check messages.
endgame
Backward partner to /flow. Picks the next horizon from inbox + wiki + lessons, writes the reverse path as tagged tasks to TODO.md so /autopilot can pursue it tick by tick. Triggers on: endgame, what's the last move, where are we heading, reverse engineer, work backward.
fable-method
Working method distilled from Claude Fable 5 for daily-driver models (Opus, Sonnet). Use at session start, before any multi-step task, or when output feels shallow, hedged, or prematurely "done". Triggers on fable method, think like fable, deep pass.
flow
All-day operating partner. Reads your MEMBER.md, goals, logs, and company state. Tracks work in real time. Updates your identity and goals as you evolve. Use when starting a work session, checking member status, or reviewing goals.
github
GitHub integration via AtrisOS API. Manage PRs, issues, branches, CI status, code review, search. Use when user asks about repos, pull requests, issues, branches, or code changes.
imessage
Use when an agent needs to inspect or send local macOS iMessage through Atris CLI. Triggers on iMessage, Messages.app, local text messages, chat.db, or texting someone from the user's Mac.
improve
Run one verified, scored improvement tick and write its receipt. Use when the user asks to improve, make this better, ship one thing, run a tick, or get smarter. `atris improve` alone shows metabolism vitals; use `atris improve tick` to ship work.
loop
Schedule the recurring autopilot heartbeat. Calls CronCreate to fire one autopilot tick every ~15 min. Triggers on: /loop, start the loop, run the loop, autonomous mode, kick off the heartbeat.
magic-inbox
Autonomous inbox agent. Scores emails, drafts replies, archives noise, Slack summaries. Uses Gmail + Calendar + Slack + your context. Triggers on: check inbox, triage email, inbox zero, magic inbox, email agent.
memory
Search and reason over Atris journal history. Use when user asks about past work, decisions, history, or patterns. Uses RLM pattern (grep first, reason second).
meta
Metacognition skill for AI agents. Use when starting work, feeling stuck, output feels off, or before complex tasks. Teaches how to think about thinking.
notion
Notion integration via AtrisOS API. Search pages, read/create/update pages, query databases, manage blocks and comments. Use when user asks about Notion, pages, databases, wikis, or docs.
ramp
Ramp corporate card and spend management. Use when user asks about expenses, transactions, cards, spend analysis, burn rate, or corporate finance. Triggers on ramp, expenses, transactions, spend, corporate card, burn rate.
render-cli
Use the Render.com CLI v2.x (`render`) to inspect Render services, check CLI auth, list services and deploys, trigger deploys when explicitly requested, and view logs. Use when an agent needs Render CLI commands, non-interactive flags, deploy status polling, or service auto-deploy checks.
research-search
Fast research sweep — arxiv, semantic scholar, github, web. Finds papers, scores relevance, extracts actionable insights, stores to wiki. Triggers on: research search, find papers, latest research, arxiv, what's new in, sweep papers, research sweep.
skill-improver
Audit and improve Claude skills against the Anthropic skill guide. Use when creating new skills, improving existing ones, or preparing skills for ClawHub distribution. Triggers on skill audit, improve skill, new skill, skill quality, or ClawHub publish.
slack
Slack integration via AtrisOS API. Read messages, send as yourself, search conversations, manage DMs. Use when user asks about Slack, messages, channels, or team communication.
slides
Google Slides integration via AtrisOS API. List, create, read, and update presentations. Add slides, text, shapes, images. Export to PDF. Use when user asks about slides, presentations, decks, or pitch decks.
tidy
Workspace maintenance and knowledge hygiene. Finds stale docs, broken refs, abandoned tasks, ghost names, duplicate scorecards, and fixes them. Use when things feel messy or you want the system to clean itself up. Triggers on: tidy, clean up, maintenance, lint, health check, freshen up, prune.
wake
Wake a team member by name — use gm [member] or wake up [member] — and run ONE closed-loop tick: boot, inbox, claim, one bounded slice, verify, commit+push, proof, receipt. Optionally dispatch the build to an engine (codex/cursor/devin). Triggers on: gm, good morning, wake up [member], wake the team, run a tick as [member].
x-search
X/Twitter search via xAI Grok API. Use when user wants to search tweets, monitor topics, find viral posts, or run social listening. Costs 5 credits per search. Triggers on x search, tweet search, twitter search, social listening, revenue intel, viral tweets.
youtube
Process YouTube videos — extract insights, answer questions, store as knowledge. 5 credits per video. Triggers on: youtube, video, process video, watch this, learn from video.
autopilot
Run one bounded Atris autonomy step. Use when the user says autopilot, run one tick, do the next thing, keep going, or make progress without losing proof.
engines
Inspect and route Atris work across installed worker engines. Use when choosing codex, cursor, devin, claude, atris-fast, or another CLI engine for a bounded build or verification task.
autoresearch
Karpathy-style keep/revert experiment loop for Atris experiment packs. Use when improving prompts, tools, workers, or bounded repo targets.
launch
Write a release post for Twitter and LinkedIn. 3 emoji bullets, plain English, no jargon. Triggers on: /launch, write a launch post, release announcement, ship post.
wiki
Local-first project wiki skill. Ingest raw sources into atris/wiki, query the wiki, lint it, and keep the memory sharp. Triggers on: wiki this, ingest this, query the wiki, lint the wiki.
Bio shown is the top-scored skill's repo description as a fallback — real GitHub bios land in a future update.