muslewski
UserSAGE (Session Awareness & Guidance Engine) - a passive, read-only judge for fleets of parallel AI coding sessions. It watches and answers; it never edits, spawns, or blocks.
Categories
Indexed Skills (37)
sage-doctor
Validate the SAGE fleet-judge install — config, emitter hook, settings wiring, linked skills, current repo. Trigger: /sage-doctor
sage-fleet
Use when starting work, before opening a PR, or resolving a merge conflict while other agent sessions may be running in parallel on the same repo. Coordinate through the `sage` CLI — collision check, claim intent, merge brief, why-diverged — so parallel sessions merge smoothly. Advisory only; a silent no-op when SAGE is off or not installed.
atlas-adopt
Use when the user wants to adopt this knowledge base, onboard a brownfield vault, act on "atlas adopt reported unclassified notes", or migrate existing docs/mind into atlas. Deterministic adopt first; this skill classifies leftover notes and proposes zone cards without stamping.
atlas-nav
Use when navigating a repo's code or its Atlas — locating a definition/usage/file, tracing an import, or finding which zone/decision/spec explains something. Reach here before reflexive grep+Read.
atlas-recollection
Use when finishing a change in a repo that has an Atlas — before ending the session or opening a PR, to keep the vault's zone cards, stamps, and ledger entries in sync with the code just changed.
atlas-seed
Use when an Atlas vault is empty or near-empty (0–2 zones after atlas init) — bootstrap 4–8 seeded zone cards from a real codebase analysis. Also use for "seed the mind", "initial zones", "first map pass", "bootstrap atlas", or atlas-fleet seed-empty.
atlas-update
Use when the user wants to update atlas, an atlas update is available, doctor or status reports a version nudge / pending migrations, or they ask to bring the vault to latest. Deterministic migrate first; this skill handles AI-merge of locally edited vendored files.
sage-judge
Run a dedicated live judge session for agentic-sage: watch the fleet, reason continuously, and publish advisory briefs. Use when the human opens a pane to act as fleet-altitude mind (not a coding worker). Trigger: /sage-judge, "be the live judge", "sage judge on".
atlas-adopt
Use when the user wants to adopt this knowledge base, onboard a brownfield vault, act on "atlas adopt reported unclassified notes", or migrate existing docs/mind into atlas. Deterministic adopt first; this skill classifies leftover notes and proposes zone cards without stamping.
atlas-nav
Use when navigating a repo's code or its Atlas — locating a definition/usage/file, tracing an import, or finding which zone/decision/spec explains something. Reach here before reflexive grep+Read.
atlas-recollection
Use when finishing a change in a repo that has an Atlas — before ending the session or opening a PR, to keep the vault's zone cards, stamps, and ledger entries in sync with the code just changed.
atlas-seed
Use when an Atlas vault is empty or near-empty (0–2 zones after atlas init) — bootstrap 4–8 seeded zone cards from a real codebase analysis. Also use for "seed the mind", "initial zones", "first map pass", "bootstrap atlas", or atlas-fleet seed-empty.
atlas-update
Use when the user wants to update atlas, an atlas update is available, doctor or status reports a version nudge / pending migrations, or they ask to bring the vault to latest. Deterministic migrate first; this skill handles AI-merge of locally edited vendored files.
atlas-adopt
Use when the user wants to adopt this knowledge base, onboard a brownfield vault, act on "atlas adopt reported unclassified notes", or migrate existing docs/mind into atlas. Deterministic adopt first; this skill classifies leftover notes and proposes zone cards without stamping.
atlas-nav
Use when navigating a repo's code or its Atlas — locating a definition/usage/file, tracing an import, or finding which zone/decision/spec explains something. Reach here before reflexive grep+Read.
atlas-recollection
Use when finishing a change in a repo that has an Atlas — before ending the session or opening a PR, to keep the vault's zone cards, stamps, and ledger entries in sync with the code just changed.
atlas-seed
Use when an Atlas vault is empty or near-empty (0–2 zones after atlas init) — bootstrap 4–8 seeded zone cards from a real codebase analysis. Also use for "seed the mind", "initial zones", "first map pass", "bootstrap atlas", or atlas-fleet seed-empty.
atlas-update
Use when the user wants to update atlas, an atlas update is available, doctor or status reports a version nudge / pending migrations, or they ask to bring the vault to latest. Deterministic migrate first; this skill handles AI-merge of locally edited vendored files.
atlas-adopt
Use when the user wants to adopt this knowledge base, onboard a brownfield vault, act on "atlas adopt reported unclassified notes", or migrate existing docs/mind into atlas. Deterministic adopt first; this skill classifies leftover notes and proposes zone cards without stamping.
atlas-nav
Use when navigating a repo's code or its Atlas — locating a definition/usage/file, tracing an import, or finding which zone/decision/spec explains something. Reach here before reflexive grep+Read.
atlas-recollection
Use when finishing a change in a repo that has an Atlas — before ending the session or opening a PR, to keep the vault's zone cards, stamps, and ledger entries in sync with the code just changed.
atlas-seed
Use when an Atlas vault is empty or near-empty (0–2 zones after atlas init) — bootstrap 4–8 seeded zone cards from a real codebase analysis. Also use for "seed the mind", "initial zones", "first map pass", "bootstrap atlas", or atlas-fleet seed-empty.
atlas-update
Use when the user wants to update atlas, an atlas update is available, doctor or status reports a version nudge / pending migrations, or they ask to bring the vault to latest. Deterministic migrate first; this skill handles AI-merge of locally edited vendored files.
atlas-adopt
Use when the user wants to adopt this knowledge base, onboard a brownfield vault, act on "atlas adopt reported unclassified notes", or migrate existing docs/mind into atlas. Deterministic adopt first; this skill classifies leftover notes and proposes zone cards without stamping.
atlas-nav
Use when navigating a repo's code or its Atlas — locating a definition/usage/file, tracing an import, or finding which zone/decision/spec explains something. Reach here before reflexive grep+Read.
atlas-recollection
Use when finishing a change in a repo that has an Atlas — before ending the session or opening a PR, to keep the vault's zone cards, stamps, and ledger entries in sync with the code just changed.
atlas-seed
Use when an Atlas vault is empty or near-empty (0–2 zones after atlas init) — bootstrap 4–8 seeded zone cards from a real codebase analysis. Also use for "seed the mind", "initial zones", "first map pass", "bootstrap atlas", or atlas-fleet seed-empty.
atlas-update
Use when the user wants to update atlas, an atlas update is available, doctor or status reports a version nudge / pending migrations, or they ask to bring the vault to latest. Deterministic migrate first; this skill handles AI-merge of locally edited vendored files.
atlas-skin
Use when a human wants to read an Atlas vault note as a rich MDX digest instead of raw markdown — "skin this note", "make a visual view of this tech-debt/idea/program/spec". Renders a frozen, provenance-stamped MDX digest into the mirrored {vaultDir}/visuals/ tree for display in the Atlas Visuals gallery. Source markdown is never modified.
atlas-visuals-kit
Use when authoring or reviewing an Atlas Visuals MDX digest — "skin a note", "author an MDX digest", "which primitive should I use", "immersive visual for this spec/idea/tech-debt/program", or when extending the React/MDX primitive kit with a novel content shape. Covers the kit catalog, per-origin composition playbooks, immersion principles, kit extension convention, and the MDX file contract.
excalidraw-diagrams
Author an Excalidraw diagram for an Atlas Visuals digest — when a note explains a flow/sequence/architecture, compose a scene with the Excalidraw MCP, save it under {visualsDir}/files/diagrams/, and embed it with <Diagram src>.
fusion-advisor
Use when you want two different frontier models fused into one advisor brain for a high-leverage decision — "fuse", "fusion advisor", "get a second/peer model on this", "have Grok weigh in", "advisor fusion", "am I sure — bring in another model". This session reasons, consults a second frontier model (Grok) as a context-isolated peer, reconciles by verifying (not voting), then delegates execution via the `armory` launcher. NOT for routine steps (cost gate), and NOT for execution dispatch (that is the `armory` launcher).
writing-for-retrieval
Use when authoring or editing an Atlas note (zone, decision, spec, plan, idea, debt, pillar) — the summary and section structure determine what a retrieval engine surfaces later.
writing-for-retrieval
Use when authoring or editing an Atlas note (zone, decision, spec, plan, idea, debt, pillar) — the summary and section structure determine what a retrieval engine surfaces later.
writing-for-retrieval
Use when authoring or editing an Atlas note (zone, decision, spec, plan, idea, debt, pillar) — the summary and section structure determine what a retrieval engine surfaces later.
writing-for-retrieval
Use when authoring or editing an Atlas note (zone, decision, spec, plan, idea, debt, pillar) — the summary and section structure determine what a retrieval engine surfaces later.
writing-for-retrieval
Use when authoring or editing an Atlas note (zone, decision, spec, plan, idea, debt, pillar) — the summary and section structure determine what a retrieval engine surfaces later.
Bio shown is the top-scored skill's repo description as a fallback — real GitHub bios land in a future update.