Search and monitor arXiv papers. Query by topic, author, or category. Track new papers, download PDFs, and summarize abstracts for research workflows.

Automatic channel and contact synchronization

Create client folder structure in Drive, share docs, check permissions before calls

Aggregate and deduplicate recent news from multiple sources into concise topic summaries.

ttyd + Tailscale for mobile terminal access

Automatic Telegram scraping

Create new project with breakdown

Google OAuth setup, refresh tokens

Automatic inbound Telegram message processing

Monitor competitor pricing pages and send alerts when prices change. Track discount patterns, promotional cycles, and pricing strategy shifts.

Automatic inbound LinkedIn message processing

Posting, members, Telegram group management

Baileys WhatsApp message sending

Check inbound Telegram messages

Export/import/lookup Telegram contacts

Create/update Telethon session

Inkstomp — a loud, hand-screened indie-packaging poster style. Full-bleed saturated flat color filling the entire canvas, a two-line hand-lettered headline (thin arched caps over chunky drop-shadowed display), and one weird-cute character drawn in thick uniform black brush ink. Trigger when the user says /inkstomp, asks for an "inkstomp poster", a "Ray Fenwick / Hattie Stewart packaging poster", an "indie brush-ink flavor card", or briefs in a "palette + headline + character" shape.

Score and classify legal risks on a severity-times-likelihood matrix, assign GREEN/YELLOW/ORANGE/RED ratings, document findings in structured memos, and determine escalation paths. Use when scoring contract exposure, evaluating deal risk, rating legal issues by severity and probability, deciding whether to involve senior counsel or outside lawyers, or building a legal risk register.

Conduct competitive analysis with feature comparison matrices, positioning teardowns, win/loss evaluation, and market trend assessment. Activate when researching competitors, building a feature comparison table, evaluating competitive positioning, preparing a competitive brief, analyzing win/loss patterns, mapping the competitive landscape, or assessing market threats and opportunities.

Build, manage, and generate standardized response templates for recurring legal inquiries. Activate when handling data subject access requests (DSARs), litigation hold notices, NDA workflows, vendor contract questions, subpoena responses, privacy policy inquiries, insurance claim notifications, or when creating and maintaining a library of reusable legal response templates with proper escalation safeguards.

Draft clear status updates, progress reports, and stakeholder communications for any audience — executives, engineering teams, cross-functional partners, or customers. Trigger on requests for weekly updates, monthly reports, launch announcements, project status emails, risk escalations, decision records (ADRs), meeting agendas, sprint retrospectives, or any structured team communication.

Build and prioritize product roadmaps using scoring models like RICE, ICE, and value-effort matrices. Activate when creating a product roadmap, prioritizing features, sequencing initiatives, mapping dependencies, balancing team capacity, choosing between Now/Next/Later or quarterly planning, or communicating roadmap tradeoffs to executives and stakeholders.

Perform account reconciliations comparing general ledger balances against subledgers, bank statements, or external records. Use for bank reconciliation, GL-to-subledger reconciliation, intercompany reconciliation, balance sheet reconciliation, reconciling item analysis, outstanding item aging, or clearing open items.

Profile and explore unfamiliar datasets — assess schema structure, column distributions, data quality, null rates, cardinality, outliers, relationships between tables, and temporal coverage. Use when onboarding to a new data source, auditing data freshness, discovering foreign keys, or deciding what to analyze.

Apify web scraping platform. Use when user mentions "scrape website", "web crawler", "scraping", or asks to "extract data from" a site.

Computer connector for exposing local services to remote sandboxes via authenticated ngrok tunnels. Use when user mentions "computer use", "tunnel", "ngrok", "expose local", or needs to bridge local services to a sandbox.

evaluating open deviation bar signal quality, computing Sharpe ratios with non-IID bars, running PSR/DSR/MinTRL statistical tests, or assessing.

Access Google Drive via CLI with 1Password OAuth. Use when user wants to list files, download from Drive, sync folders, or.

Adaptive epoch selection for Walk-Forward Optimization. TRIGGERS - WFO epoch, epoch selection, WFE optimization, overfitting epochs.

Query macOS iMessage database (chat.db) via SQLite. Decode NSAttributedString messages, handle tapbacks, search conversations.

Create alpha-forge git worktrees with auto branch naming. TRIGGERS - create worktree, new worktree, alpha-forge worktree.

Configure a cheap 3-key USB-C/Bluetooth macro pad on macOS end-to-end with Karabiner-Elements.

Create new skills, modify existing skills, and understand skill architecture. Use when users want to create a skill from scratch, learn YAML.

Generalized Sharpe ratio inference under non-Normal serially correlated returns. Implements López de Prado, Lipton & Zoonekynd (2026): PSR, MinTRL, DSR, pFDR, oFDR, SFDR with ρ-corrected variance (Eq 2-3). Numba JIT for production speed. Use when computing Sharpe significance, minimum track record, false discovery rates, or deflated Sharpe ratios with autocorrelation correction.

Convert .cast recordings to .txt for analysis. TRIGGERS - convert cast, cast to txt, strip ANSI, batch convert.

macOS disk cleanup, cache pruning, stale file detection, and Downloads triage. TRIGGERS - disk space, cleanup, disk usage

Dual-channel notifications on watchexec events. TRIGGERS - watchexec alerts, Telegram+Pushover, file change notifications.

Programmatic Firecrawl usage, self-hosted operations, academic paper routing, recursive deep research, and raw corpus persistence.

Manage long-running jobs and batch processing with pueue queue orchestration, CLI telemetry, and companion monitoring tools (noti, ntfy, mprocs,

Execute the ADR-driven 4-phase development workflow (preflight, implementation, formatting, release). Use whenever the user says 'itp go',

Real-time asciinema backup to GitHub orphan branch. TRIGGERS - streaming backup, asciinema backup, session backup, recording backup.

Concurrency safety patterns for distributed pueue + mise + systemd-run job pipelines.

Manage credentials and secrets through Doppler for publishing and deployment workflows. Use whenever the user needs to publish Python packages.

Configure environment variables and project settings using mise [env] as the single source of truth. Use whenever the user needs to set up.

SOTA refactoring and modularization principles that LLMs systematically miss. Covers language-agnostic principles plus.

ZigZag swing pattern classification for algorithmic trading. UP-DOWN and UP-DOWN-UP patterns. TRIGGERS - zigzag, swing classification

Plan and track work using a GitHub Issues-first workflow with sub-issue hierarchies, issue-branch-PR lifecycle, and auto-close on merge.

Score telemetry field name similarity across syntactic, taxonomic, and semantic layers.

Discover valuable GitHub fork divergence beyond stars. TRIGGERS - fork analysis, fork intelligence, find forks

Python logging with loguru, structlog, and orjson. TRIGGERS - loguru, structlog, structured logging

ASCII architecture diagrams for ADRs via graph-easy. TRIGGERS - ADR diagram, architecture diagram, ASCII diagram.

Python workspace for MQL5 integration. TRIGGERS - MetaTrader 5 Python, mt5 package, MQL5-Python setup.

Semantic analysis of asciinema recordings. TRIGGERS - analyze cast, keyword extraction, find patterns in recordings.

Dotfile backup and sync with chezmoi. TRIGGERS - chezmoi, dotfiles, sync dotfiles, backup configs, cross-machine sync.

DST-aware exchange session detection using exchange_calendars. Holiday & lunch break handling. TRIGGERS - exchange session, trading hours

Set up asciinema chunker daemon with interactive wizard. Guides through PAT creation, Keychain storage, Pushover setup, and.

LaTeX environment setup on macOS. TRIGGERS - install LaTeX, MacTeX, Skim viewer, SyncTeX setup.

Core engineering standards for implementation. TRIGGERS - error handling, constants management, progress logging, code quality.

Scrape AI research URLs, archive with frontmatter, create GitHub Issues with identity verification.

Dual-channel booking notifications via Telegram + Pushover. Scheduled sync, webhook relay, emergency alerts with custom sounds.

Run the current repo's mise release pipeline, or bootstrap one if missing. Use when user wants to release, version bump, publish a package, or.

Emit a real Fn key on macOS (for Typeless push-to-talk, macOS dictation, screenshot shortcuts, emoji picker, Spotlight via.

MQL5 indicator development patterns. TRIGGERS - MQL5 indicator, OnCalculate, indicator buffers, MetaTrader 5.

Find out what an unknown USB/Bluetooth HID button actually emits without assuming the label or documentation. Uses Karabiner's.

POC validation patterns to catch issues before committing to long-running ML experiments. TRIGGERS - fail-fast, POC validation, preflight check

LaTeX builds with latexmk and live preview. TRIGGERS - latexmk, LaTeX build, live preview, compilation.

Interactive helper for granting macOS Full Disk Access (FDA) to a launchd-spawned binary. TRIGGERS - full disk access, fda grant, TCC permission, "Maccy DB unreadable", "operation not permitted" on sandbox-protected paths, launchd binary needs file access

Investigate why ODB bars are oversized, have zero duration, or show anomalous price ranges by forensically analyzing Parquet.

LaTeX tables with tabularray package. TRIGGERS - LaTeX table, tabularray, fixed-width columns, table alignment.

Bidirectional integration validation where two repositories validate each other before release.

Add ADR references to code for traceability. TRIGGERS - ADR traceability, code reference, document decision in code.

Complete contribution workflow using git-town. Create branch → commit → PR → ship. Preflight at every step.

Check asciinema status - daemon, running processes, and unhandled .cast files. TRIGGERS - daemon status, check backup, chunker health

Play .cast terminal recordings in iTerm2. TRIGGERS - asciinema play, .cast file, play recording, recording playback.

a hypothesis has failed and needs archiving with resurrection conditions, when reviewing dormant ideas for possible revival, when.

Finalize orphaned recordings - stop processes, compress, push to orphan branch. TRIGGERS - finalize recording, stop asciinema, orphaned recording

Manage terminology glossary with Vale. TRIGGERS - sync terms, glossary validation, add terms, Vale vocabulary.

user wants to send a text message on Telegram as their personal account via MTProto, text someone, or message a contact by username, phone, or.

AI-powered iterative deep-dive analysis of converted recordings. TRIGGERS - summarize recording, analyze session, what happened

Asciinema v3 .cast file format reference. TRIGGERS - cast format, asciicast spec, event codes, parse cast file.

deciding whether to pivot or persist, whether to ship or hold, whether to scope-narrow a partial pass, how to manage.

Earthly E2E validation for YAML schema contracts. TRIGGERS - schema validation, YAML schema, schema contracts, regenerate types.

Configure iTerm2 workspace layouts with TOML. TRIGGERS - iTerm2 layout, workspace tabs, layout.toml, AutoLaunch.

Read MetaTrader 5 log files. TRIGGERS - MT5 logs, Experts pane, indicator errors, compilation errors.

Scaffold LOOP_CONTRACT.md in the current project and kick off a self-revising autonomous loop.

Cal.com event types, schedules, and availability configuration. TRIGGERS - event type, booking page, schedule

Create a git commit with SR&ED (CRA tax credit) trailers. TRIGGERS - sred commit, sred, cra commit, tax credit commit, scientific research commit.

Semantic analysis of converted recordings. TRIGGERS - analyze cast, keyword extraction, find patterns.

View asciinema chunker daemon logs. TRIGGERS - daemon logs, chunker logs, backup logs.

Full workflow - record + backup + convert + analyze. TRIGGERS - full workflow, complete recording, end-to-end.

Check and install dependencies for asciinema-tools. TRIGGERS - setup, check deps, preflight.

Show mise environment status — tools, env vars, tasks, release readiness. TRIGGERS - mise status, mise env, repo status, environment check.

Stream-backup active recordings to GitHub. TRIGGERS - backup recording, sync cast, streaming backup.

Start the asciinema chunker daemon. TRIGGERS - start daemon, resume chunker, enable backup.

Stop the asciinema chunker daemon. TRIGGERS - stop daemon, pause chunker, disable backup.

Reference for asciinema v3 .cast NDJSON format. TRIGGERS - cast format, asciicast spec, event codes.