AI Agent & Automation Workflows

State capture and restore across context window compactions. Monitors usage thresholds and serializes quality, task, and spec state for seamless continuation.

Vertical-tier skill for Crypto Intelligence Domain Sub-Stack. Auto-activates inside verticals/crypto-intelligence/ or on /crypto- commands. Enforces R5 non-advisory clause, voice (architect), refusal patterns, composition with Wealth IS umbrella per Board 2026-05-17. Loads verticals/crypto-intelligence/SKILL.md wrapper for full doctrine.

Ops health monitor for the machine substrate. Checks Memory Bus, brainwatchdog, Voice Operator, dashboard, audit-log freshness, and scheduled tasks. Cross-cutting skill that any repo can invoke when daemons feel off or before starting a heavy work session.

Use when synchronizing intelligence, state, or knowledge across the FrankX ecosystem — ensures consistency and coherence across ACOS, Arcanea, AI-Ops, and Starlight. Default skill for Starlight Orchestrator and Starlight Prime.

Use when operations span multiple FrankX ecosystem repositories — bridges Starlight understanding, references, and coordination across ACOS, Arcanea, AI-Ops, and other connected repos. Default skill for Starlight Orchestrator and Starlight Prime.

Use when sending or receiving cross-system communications — manages the Starlight Transmission system that lets intelligence flow between Starlight, ACOS, Arcanea, and AI-Ops. Default skill for Starlight Orchestrator and Starlight Prime.

Use when connecting Starlight to external systems, APIs, or MCP servers — provides a standardized way to integrate with the outside world via the universal connector pattern. Default skill for Starlight Orchestrator and Starlight Architect.

Use when you need to find, retrieve, or research anything across vaults, repos, or the web — executes semantic search with full provenance, deduplicates across sources, flags contradictions, and returns ranked results sourced to the exact vault atom, file, or URL. Default skill for Starlight Hermes; callable by all agents.

Use when reasoning about strategy, long-term direction, trade-offs, or roadmaps — provides structured analysis that balances ambition with reality, near-term gains with long-term value, and competing priorities. Default skill for Starlight Navigator and Starlight Prime.

Use when designing daily capture, note-taking, or personal-knowledge operations — defines the discipline of when, what, and where to capture. Tool-agnostic; the practice survives tool changes. Default skill for Starlight Second Brain.

Use during periodic review sessions (weekly/monthly/quarterly) to turn raw captures into reusable frameworks — patterns captured ≥3 times become named, documented, ready-to-reuse frameworks. Default skill for Starlight Second Brain.

Use when storing, retrieving, or managing persistent memory across the Starlight Vaults — handles reading, writing, querying, and organizing entries across all vaults. Default skill for Starlight Prime and Starlight Sage.

Catalogs, scaffolds, and audits the per-repo tech stack across every brand (Arcanea, FrankX, Business, Starlight, verticals). Four verbs — audit (walk repos + emit constellation), scaffold (drop STACK.md template into a target repo), assign (bind tools to substrate/reasoning/coding/research/ops tiers), diff (surface drift between STACK.md intent and reality from .mcp.json + .claude/ + settings.json + installed CLIs). Use this skill whenever the user mentions stack architecture, repo inventory, "which AI assistant for which repo", custom GPTs, MCP routing across brands, browser workspaces per project, or asks "do we have a clean view of our tech stack". Default skill for the Starlight Architect when the question spans repos rather than a single one.

Use when multiple Starlight agents need to collaborate on a related task — handles agent selection, task decomposition, dependency management, and result aggregation across the council. Default skill for Starlight Orchestrator.

Use when creating multi-step execution plans or processes — designs reusable, efficient workflows that coordinate agents, skills, tools, and external systems into reliable execution pipelines. Default skill for Starlight Orchestrator.

People Intelligence vertical — 6 sub-systems composed into a sovereign domain sub-stack. Loaded when working on hiring, performance, training, culture, talent, or org architecture work for a specific person/practice.

Require explicit user confirmation before any Claw mutates user files outside ~/.starlight/. Produces a plan first; mutations are never the default. Fires on all Claws with filesystem:writeuser permission. Default skill for Starlight Sentinel and Bootstrap Claw.

Gate every mutation request against the Claw's declared permission surface — fires before any write to filesystem, vault, or external system. No Claw bypasses this gate. Default skill for Starlight Sentinel and every Claw that carries filesystem or sisvaults write permissions.

Enforce vault privacy boundaries on every export — only content explicitly marked public leaves the local vault. Prevents accidental private data exposure through attestation records, platform exports, or Creator Claw outputs.

Substrate-aware memory orchestration for Starlight Intelligence System. Coordinates a 7-subagent team that proactively manages memory writes, retrieval, knowledge-graph maintenance, privacy redaction, decay, audit, and substrate benchmarking across pluggable backends (mempalace, Letta, Mem0, AgentDB, Qdrant, screenpipe, filesystem). Use when the user asks about SIS memory architecture, wants to add or swap a memory substrate, runs /sis memory, asks "where should this capture go", reports memory leaks or staleness, requests benchmarks across substrates, or sets up a new sovereign user adopting SIS. Honors privacy-by-default (everything local; embeddings local; PII redaction before any external call).

Sound Intelligence vertical — 6 sub-systems composed into a sovereign domain sub-stack. Loaded when working on composition, production, catalog, performance, audience, or sync-licensing work for a specific practitioner / artist / catalog.

Load when working inside the vertical. Not for substrate-level work (use Starlight's SKILL.md) and not for sister verticals. This is a Domain Sub-Stack — wraps 4-7 sub-systems composed under one sovereign owner.

Load when working inside the vertical. Not for substrate-level work (use Starlight's SKILL.md) and not for other verticals.