0-CYBERDYNE-SYSTEMS-0

Map of the Tailscale network (tailnet) and how to reach, operate, and deploy to remote machines over it via SSH. Use for any cross-machine task — remote install, deploy, restart, log-check, or file transfer.

Operate nano-core coding delegation. Use for /coder or /coding execution, /coder-plan or /coder_plan planning, natural-language coding approval prompts, delegated runs, run IDs, progress, cancellation, and final-result handling; not for direct coding or automatic delegation.

Diagnose nano-core runtime failures. Use for provider/model errors, Pi launch or skill-discovery failures, Telegram/WhatsApp routing, singleton locks, service state, IPC, SQLite state, scheduler behavior, or per-group logs; not for installation or feature work.

Install or onboard nano-core on a host. Use for first-time installation, prerequisites, runtime selection, provider/channel configuration, daemon setup, upgrades, or doctor checks; not for diagnosing an already-running incident.

Understand and operate nano-core itself. Use for questions about nano-core architecture, behavior, configuration, capabilities, skills, installation, troubleshooting, Telegram administration, or coding delegation; route focused work to the matching nano-core skill.

Configure and operate nano-core through Telegram. Use for bot enablement, main/admin chat claims, trigger routing, command authorization, delivery modes, media intake, polling conflicts, and Telegram-first operation; not for WhatsApp-only or general runtime incidents.

Set up and run an autonomous experiment loop for any optimization target. Gathers what to optimize, then starts the loop immediately. Use when asked to "run autoresearch", "optimize X in a loop", "set up autoresearch for X", or "start experiments".

Finalize an autoresearch session into clean, reviewable branches. Use when asked to "finalize autoresearch", "clean up experiments", or "prepare autoresearch for review".

Comprehensive AppleScript expertise for enterprise-grade macOS automation including multi-display management, URL scheme handling, deep linking, and complex workflow orchestration

The 'Awwwards Singularity' - Transforms websites into breathtaking digital experiences through cinematic motion, 3D graphics, and avant-garde typography. Eradicates boring, template-based web design.

Guides the agent through a short, repeatable debug loop: capture the failure, isolate the scope, draft a patch plan, and log the decision so the next agent can continue without rereading the entire repo.

Create reusable, accessible UI components with modern design patterns and interactions

Specialized skill for creating data-rich, responsive dashboard interfaces with real-time updates

Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional documents (.docx files) for: (1) Creating new documents, (2) Modifying or editing content, (3) Working with tracked changes, (4) Adding comments, or any other document tasks

Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmatically process, generate, or analyze PDF documents at scale.

Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layouts, (4) Adding comments or speaker notes, or any other presentation tasks

Operate FFT_nano Telegram workflows including main chat claiming, command safety boundaries, admin panel usage, media intake behavior, and Telegram-first deployment patterns.

Host IPC ABI for outbound messages, scheduler control, memory/skill actions, subagents, and file delivery. Use when writing JSON into the group IPC directories or when unsure of payload shapes.

Design agent loops instead of prompting turn-by-turn: pick the right loop type (turn-based, goal-based, time-based, proactive), define stop conditions and verification, and control token burn. Use when the user wants recurring/autonomous agent work, asks 'make this run until done', 'check X every N minutes', 'keep iterating until tests pass', or asks which loop primitive to reach for. Based on Anthropic's 'Getting started with loops'.

Build and apply Home Assistant Lovelace dashboards from templates using a staged workflow with screenshot verification and context-reactive themes.

Run initial FFT_nano setup. Use when user wants to install dependencies, authenticate WhatsApp, register their main channel, or start the background services. Triggers on "setup", "install", "configure fft_nano", or first-time setup requests.

Debug FFT_nano agent runtime issues (Docker default, host opt-in). Use when agent execution fails, runtime checks fail, or onboarding/startup is blocked.

Lightweight research playbook optimized for the FF-Terminal agent. Keeps citation tracking, evidence grading, and summary drafting predictable even when multiple investigations run in parallel.

Fast, free web search using DuckDuckGo. No API key needed, no signup, no rate limits on moderate use. Ideal for quick factual lookups and single-query searches.

Audit, secure, deduplicate, update-check, and manage the local agent skill library. Use when asked to audit skills, check skill health or security, review a newly installed or third-party skill, find duplicate/overlapping skills, check skills for updates or drift, or clean up the skill library. Not for authoring new skills from scratch (use skill-creator for that).

Domain-agnostic Auto-Experiment framework for systematically improving any measurable outcome. Use when the user wants to optimize, benchmark, A/B test, or iteratively improve any metric — whether it's code performance, prompt quality, conversion rates, accuracy, latency, cost, or any numeric target. Also use when the user says "run experiments", "optimize X", "test which approach is better", "benchmark this", "systematic improvement", "A/B test", "auto-experiment", or any request to compare multiple approaches to a measurable goal. Do NOT use for one-off fixes, subjective tasks without a numeric metric, or single conversions with no comparison.

Use this skill to generate well-branded interfaces, slides, reports, and prototypes for FarmFriend Aerial Intelligence — the agricultural drone vision AI product line. Contains the design tokens, JetBrains Mono + Spectral type pairing, wheat-amber accent palette, terminal-shell component patterns, and a working Ground Control UI kit for prototyping.