Claude Skills by atrislabs

Reverse engineer success. Work backward from done. Every step verifiable. If you can define "done" with precision, the path backward writes itself and /autopilot executes it mechanically.

Swarlo agent coordination — check hub status, read board, post messages, claim tasks. Auto-detects whether to start or join.

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.

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.

View, manage, and trigger Atris apps. Use when user asks about their apps, app status, runs, data, or wants to trigger an app.

Submit, list, resolve, close, or delete Atris customer feedback. Use when user types /feedback or asks to triage the feedback queue.

Atris workspace navigation for atris repos, TODO files, tasks, MAP.md, backlog, and where-is-X questions. Use when navigating an Atris workspace, finding files via MAP.md, or checking task state.

Run ONE autopilot tick. Reads identity (flow) + horizon (endgame), shows a visual status block, picks the next [endgame] task or seeds a new endgame at boundaries, then executes plan→do→review. Lessons compound to atris/lessons.md. Triggers on: autopilot, run one tick, ship one thing, do the next thing, get this done.

Karpathy-style keep/revert experiment loop for Atris experiment packs. Use when improving prompts, tools, workers, or bounded repo targets.

Backend architecture policy. Use when building APIs, services, data access, or any backend work. Prevents over-engineering.

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.

Google Calendar integration via AtrisOS API. View, create, and manage calendar events. Use when user asks about calendar, schedule, meetings, or events.

Codebase intelligence — generates structured navigation maps with file:line references so agents stop re-scanning the same files every session. Use when exploring code, answering 'where is X?', or onboarding to a new codebase.

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'.

Load and run MEMBER.md team members -- complete AI workers with persona, skills, tools, context, and a log that learns over time. Use when you want to activate a team member, run 'be my chief of staff', or manage stateful AI workers.

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.

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".

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 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.

Frontend aesthetics policy. Use when building UI, components, landing pages, dashboards, or any frontend work. Prevents generic ai-generated look.

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.

Gmail integration via AtrisOS API. Read, send, archive emails. Use when user asks about email, inbox, or wants to send/check messages.

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.

Dispatch work to an installed terminal agent or named Atris engine profile. Supports Atris Fast, Claude, Codex, Cursor, Fable, Composer, Haiku, Devin, Grok, Antigravity (agy), and opencode. Triggers on: use codex, use cursor, use devin, use grok, use agy, use antigravity, use gemini, gemini session, use fable, use claude, use opencode, use atris, engine, dispatch to, worker agent, second opinion build.

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.

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 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.

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.

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.

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.

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.

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.

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).

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 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 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.

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.

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.

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 integration via AtrisOS API. Read messages, send as yourself, search conversations, manage DMs. Use when user asks about Slack, messages, channels, or team communication.

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.

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 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].

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.

Essay writing skill. Triggers on: essay, draft, write, outline

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 discovery and learning. Get watch permalinks with atris youtube search QUERY (free, local ytsearch/yt-dlp). On 429 the CLI already retries; use cached rows if printed, else STOP. Never run --paid after a 429. --paid only when the user explicitly asked to buy permalinks (5 credits). After a URL is picked, atris youtube notes URL (free, ephemeral unless --save). atris youtube process only to store knowledge (5 credits). Never paste tokens. Never /auth/cli. Mint with atris login --agent ...

Turn real customer evidence into a compact commitment view, retention risk, and one approval-gated next action. Use when reviewing customer feedback, follow-ups, promises, churn signals, or retention risk.

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.

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.