Use when a host needs current Telos workbench readiness and next actions. Read-only, zero-auth, no external side effects. Returns a JSON action envelope.

Use before demos, listings, or agent runs to check local Telos operator-spine health. Read-only, zero-auth, no external side effects. Returns JSON check results.

Use when an agent needs the current five-flagship room summary before routing work. Read-only, zero-auth, no external side effects. Returns a JSON action envelope.

Use when validating the local five-flagship golden workflow from source checkouts. Read-only, zero-auth, no external side effects beyond local subprocess reads. Returns JSON receipts and verdict counts.

Use when a host needs the provider-neutral catalog of Project Telos MCP tools and next actions. Read-only, zero-auth, no external side effects. Returns a JSON catalog.

Use when configuring MCP clients for gather, index, forum, crucible, and telos source checkouts. Read-only, zero-auth, no external side effects. Returns a JSON server manifest.

Use when a host must compare loaded MCP servers against expected versions, tools, and probes. Read-only, zero-auth, no external side effects. Returns JSON MATCH, DRIFT, or UNVERIFIABLE freshness receipts.

Use when designing trace fields that keep action admission separate from verification verdicts. Read-only, zero-auth, no external side effects. Returns a JSON telemetry convention.

Use when large-workspace context needs readable source refs, budgets, and receipt chains. Read-only, zero-auth, no external side effects. Returns a JSON context-envelope convention.

Use when preparing a bounded handoff packet for large-codebase agent work. Read-only, zero-auth, no external side effects. Returns a validated JSON context pack with hashes and verdicts.

Use when modeling proposed action, admission, execution, review, and compensation records. Read-only, zero-auth, no external side effects. Returns a JSON action-receipt interface.

Use when an agent loop needs durable state across fresh contexts and bounded scheduled runs. Read-only, zero-auth, no external side effects. Returns a JSON loop-ledger convention.

Use when checking whether proxy metrics are drifting away from real agent or build objectives. Read-only, zero-auth, no external side effects. Returns JSON objective-monitor signals.

Use when planning model-foundry work across hosted, local, open-weight, post-training, and verifier gates. Read-only, zero-auth, no external side effects. Returns a JSON model-foundry contract.

Use when terse research notes need source-backed seed packets before synthesis. Read-only, zero-auth, no external side effects. Returns JSON research seeds with provenance status.

Use when exploring thermodynamic or stochastic AI-chip research through public transcript evidence. Read-only, zero-auth, no external side effects. Returns a JSON research receipt with verification labels.

Use when collecting rendering leads for clustered-forward, Gaussian splatting, creative coding, and graphics demos. Read-only, zero-auth, no external side effects. Returns JSON research seeds.

Use when a host must choose WebGPU, WebGL, canvas, or static rendering fallbacks for Studio surfaces. Read-only, zero-auth, no external side effects. Returns a JSON renderer capability contract.

Use when visual, splat, lighting, dither, audio, uncertainty, or frame-budget evidence needs meters. Read-only, zero-auth, no external side effects. Returns JSON measurement layers.

Use when presenting the Telos Creative Engine across generative art, sound, typography, media, CGI, math, and physics lanes. Read-only, zero-auth, no external side effects. Returns a JSON creative-engine manifest.

Use when deterministic creative primitives are needed for dithering, pixel sorting, plotter paths, or clustered-light bins. Read-only, zero-auth, no external side effects. Returns JSON creative kernels.

Use when deciding which older, siloed, or frozen local tools should be promoted into flagship lanes. Read-only, zero-auth, no external side effects. Returns a JSON revival registry.

Use when display, color, ICC/LUT, artifact refs, or measurement gates need a non-mutating calibration contract. Read-only, zero-auth, no external side effects. Returns a JSON display-calibration contract.