Build and use a durable "voice file" — your thinking patterns, communication style, domain expertise, contrarian takes, and strategic frameworks — backed by AllSource Prime instead of a static markdown blob. Runs a structured interview that records each answer as an embedded `voice` node, then BEFORE writing anything user-facing (LinkedIn post, ADR, code review, proposal, email) recalls the relevant voice slice and writes in that voice. The viral "voice file" idea, but live, queryable, portable across MCP agents, and team-shareable. Use when the user says "build my voice file", "set up my voice", "/voice", "write this in my voice", "make this sound like me", "capture how I think/write", or asks for user-facing writing once a voice file exists. Triggers PROACTIVELY: recall the voice slice before drafting any first-person user-facing text. voice = identity layer; mammoth = the memory engine underneath.
Durable cross-session memory via AllSource Prime. Recall what was learned in past sessions — decisions, task history, code context — and record salient new facts as you work, so the user never re-explains the project twice. Use at the START of a session to orient (recall prior context before answering non-trivial questions), and DURING work to record decisions, gotchas, and outcomes worth remembering. Triggers on "what did we decide about X", "remember this", "why did we do Y", "recall", "have we discussed", "load context", or any question that depends on prior-session knowledge. Also use PROACTIVELY: recall before answering architecture/decision/history questions; record after a non-obvious decision is made. mammoth = the memory layer; caveman makes few token, mammoth never forget token.
Release a new version of the AllSource Chronos monorepo. Bumps versions across all services (Rust, Go, Elixir), runs full CI to green, creates a single squashed commit with an annotated immutable tag. Use when the user says "release", "new version", "bump version", "tag a release", "cut a release", or "make a release". Argument is the version number (e.g., "0.10.4") or "patch"/"minor"/"major" for auto-increment.
Check the status of all AllSource services on Fly.io. Shows running state, health checks, deployed versions, recent crashes/errors, and staleness vs latest git tag. Triggers on "fly status", "check fly", "deployment status", "are services running", "check production", "fly report", "fly health".
Create an AllSource account and API key for chronis sync. Registers on the hosted Core, creates an API key, and configures .chronis/config.toml in the current project. Triggers on "onboard allsource", "setup sync", "get api key", "connect to allsource", "cn sync setup".
Test Chronos MCP server with embedded Core backend (CORE_MODE=embedded). Verifies Rustler NIF prerequisites, event ingest/query through embedded backend, schema operations, stats/health, and data persistence across restarts. Triggers on "test embedded data flow", "test embedded", "embedded health", "test embedded backend", "verify embedded", "test nif".
Test AllSource Core embedded durability by running Rust integration tests that verify WAL recovery, crash recovery, and checkpoint correctness. Catches silent-no-op checkpoint bugs like issue
Test AllSource Core event durability by writing events, restarting the container, and verifying all events survive. Proves WAL + Parquet persistence guarantees. Triggers on "test durability", "durability test", "restart test", "verify persistence", "crash recovery test", "prove events survive restart".