From 3a299819b0f8e3d9e37d4b470a0099884b7814e9 Mon Sep 17 00:00:00 2001 From: technical-writer Date: Tue, 2 Jun 2026 10:27:16 -0700 Subject: [PATCH] docs: add frontmatter descriptions to 55 pages (SEO/GEO + llms.txt) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit 55 doc pages had no frontmatter `description`, so they rendered weak/empty tags and thin llms.txt entries — hurting search snippets, social cards, and LLM-ingestion quality. Added an accurate one-line description to each (derived from the page's title + opening content, not filler), spanning agent-runtime, api-protocol, architecture, adapters, development, tutorials, research, plugins, and the guides/incidents index pages. Re-scan: 0 pages missing a description. Build green. Co-Authored-By: Claude Opus 4.8 (1M context) --- content/docs/adapters/hermes-adapter-design.md | 1 + content/docs/adapters/hermes-adapter-plan.md | 1 + content/docs/adapters/hermes-recon.md | 1 + content/docs/adapters/medo-integration.md | 1 + content/docs/adapters/medo-smoke-test-log.md | 1 + content/docs/adr/ADR-001-admin-token-scope.md | 1 + content/docs/agent-runtime/agent-card.md | 1 + content/docs/agent-runtime/bundle-system.md | 1 + content/docs/agent-runtime/cli-runtime.md | 1 + content/docs/agent-runtime/config-format.md | 1 + content/docs/agent-runtime/skills.md | 1 + content/docs/agent-runtime/social-channels.md | 1 + content/docs/agent-runtime/system-prompt-structure.md | 1 + content/docs/agent-runtime/team-expansion.md | 1 + content/docs/api-protocol/a2a-protocol.md | 1 + content/docs/api-protocol/communication-rules.md | 1 + content/docs/api-protocol/platform-api.md | 1 + content/docs/api-protocol/registry-and-heartbeat.md | 1 + content/docs/api-protocol/websocket-events.md | 1 + content/docs/architecture/architecture.md | 1 + content/docs/architecture/canary-release.md | 1 + content/docs/architecture/database-schema.md | 1 + content/docs/architecture/event-log.md | 1 + content/docs/architecture/memory.md | 1 + content/docs/architecture/overview.md | 1 + content/docs/architecture/partner-api-keys.md | 1 + content/docs/architecture/provisioner.md | 1 + content/docs/architecture/saas-prod-migration-2026-04-19.md | 1 + content/docs/architecture/staging-environment.md | 1 + content/docs/architecture/technology-choices.md | 1 + content/docs/architecture/tenant-image-upgrades.md | 1 + content/docs/architecture/wildcard-dns-proxy.md | 1 + content/docs/architecture/workspace-tiers.md | 1 + content/docs/development/build-order.md | 1 + content/docs/development/code-sandbox.md | 1 + content/docs/development/constraints-and-rules.md | 1 + content/docs/development/local-development.md | 1 + content/docs/development/observability.md | 1 + content/docs/development/testing-e2e.md | 1 + content/docs/frontend/canvas.md | 1 + content/docs/guides/index.md | 1 + content/docs/guides/skill-catalog.md | 1 + content/docs/incidents/INCIDENT_LOG.md | 1 + content/docs/integrations/opencode.md | 1 + content/docs/plugins/agentskills-compat.md | 1 + content/docs/plugins/sources.md | 1 + content/docs/research/cognee-architecture-deep-dive.md | 1 + content/docs/research/cognee-isolation-eval.md | 1 + content/docs/tutorials/fly-machines-provisioner.md | 1 + content/docs/tutorials/google-adk-runtime.md | 1 + content/docs/tutorials/hermes-multi-provider-dispatch.md | 1 + content/docs/tutorials/lark-feishu-channel.md | 1 + content/docs/tutorials/register-remote-agent.md | 1 + content/docs/tutorials/saas-federation.md | 1 + content/docs/tutorials/self-hosted-workspace-docker.md | 1 + 55 files changed, 55 insertions(+) diff --git a/content/docs/adapters/hermes-adapter-design.md b/content/docs/adapters/hermes-adapter-design.md index 9a53185..e85f6b5 100644 --- a/content/docs/adapters/hermes-adapter-design.md +++ b/content/docs/adapters/hermes-adapter-design.md @@ -1,5 +1,6 @@ --- title: "Hermes Adapter — Shell Design Spec" +description: "Design spec for the Hermes runtime adapter — the BaseAdapter shell, provider map, and integration points." --- # Hermes Adapter — Shell Design Spec diff --git a/content/docs/adapters/hermes-adapter-plan.md b/content/docs/adapters/hermes-adapter-plan.md index 9bc1152..2c35964 100644 --- a/content/docs/adapters/hermes-adapter-plan.md +++ b/content/docs/adapters/hermes-adapter-plan.md @@ -1,5 +1,6 @@ --- title: "Hermes Adapter — Implementation Plan" +description: "Implementation plan for the Hermes runtime adapter, from SDK import path to adapter.py build steps." --- # Hermes Adapter — Implementation Plan diff --git a/content/docs/adapters/hermes-recon.md b/content/docs/adapters/hermes-recon.md index 0924c82..317acff 100644 --- a/content/docs/adapters/hermes-recon.md +++ b/content/docs/adapters/hermes-recon.md @@ -1,5 +1,6 @@ --- title: "Hermes Agent — Adapter Reconnaissance" +description: "Reconnaissance of the NousResearch hermes-agent project as a candidate Molecule AI runtime adapter." --- # Hermes Agent — Adapter Reconnaissance diff --git a/content/docs/adapters/medo-integration.md b/content/docs/adapters/medo-integration.md index c110956..5461d10 100644 --- a/content/docs/adapters/medo-integration.md +++ b/content/docs/adapters/medo-integration.md @@ -1,5 +1,6 @@ --- title: "MeDo Integration Design — Molecule AI Hackathon (May 20 2026)" +description: "Design for integrating the Baidu MeDo / Miaoda App Builder as an OpenClaw-runtime workspace, with A2A delegation and open questions." --- # MeDo Integration Design — Molecule AI Hackathon (May 20 2026) diff --git a/content/docs/adapters/medo-smoke-test-log.md b/content/docs/adapters/medo-smoke-test-log.md index 26865d2..0896e97 100644 --- a/content/docs/adapters/medo-smoke-test-log.md +++ b/content/docs/adapters/medo-smoke-test-log.md @@ -1,5 +1,6 @@ --- title: "MeDo Smoke Test Log — 2026-04-13 (Run 4)" +description: "Smoke-test run log for the MeDo / Miaoda App Builder OpenClaw integration." --- # MeDo Smoke Test Log — 2026-04-13 (Run 4) diff --git a/content/docs/adr/ADR-001-admin-token-scope.md b/content/docs/adr/ADR-001-admin-token-scope.md index a3bda46..6970721 100644 --- a/content/docs/adr/ADR-001-admin-token-scope.md +++ b/content/docs/adr/ADR-001-admin-token-scope.md @@ -1,5 +1,6 @@ --- title: "ADR-001: Admin endpoints accept any workspace bearer token" +description: "ADR-001: why admin endpoints validate any workspace bearer token, and the AdminAuth lockdown that followed." --- # ADR-001: Admin endpoints accept any workspace bearer token diff --git a/content/docs/agent-runtime/agent-card.md b/content/docs/agent-runtime/agent-card.md index a654626..6074275 100644 --- a/content/docs/agent-runtime/agent-card.md +++ b/content/docs/agent-runtime/agent-card.md @@ -1,5 +1,6 @@ --- title: "Agent Card" +description: "The Agent Card at /.well-known/agent-card.json — the A2A document describing a workspace's identity, capabilities, and how to reach it." --- # Agent Card diff --git a/content/docs/agent-runtime/bundle-system.md b/content/docs/agent-runtime/bundle-system.md index 653ce32..b6f094c 100644 --- a/content/docs/agent-runtime/bundle-system.md +++ b/content/docs/agent-runtime/bundle-system.md @@ -1,5 +1,6 @@ --- title: "Bundle System" +description: "Workspace bundles — the portable .bundle.json unit that captures everything needed to recreate a workspace anywhere." --- # Bundle System diff --git a/content/docs/agent-runtime/cli-runtime.md b/content/docs/agent-runtime/cli-runtime.md index f508e53..30aa3e3 100644 --- a/content/docs/agent-runtime/cli-runtime.md +++ b/content/docs/agent-runtime/cli-runtime.md @@ -1,5 +1,6 @@ --- title: "Agent Runtime Adapters" +description: "The pluggable adapter architecture bridging each agent framework (Claude Code, LangGraph, AutoGen, Codex, …) to the A2A protocol." --- # Agent Runtime Adapters diff --git a/content/docs/agent-runtime/config-format.md b/content/docs/agent-runtime/config-format.md index 557fe32..687a3db 100644 --- a/content/docs/agent-runtime/config-format.md +++ b/content/docs/agent-runtime/config-format.md @@ -1,5 +1,6 @@ --- title: "Config Format (config.yaml)" +description: "The config.yaml format that defines a workspace's model, runtime, skills, tools, and settings." --- # Config Format (config.yaml) diff --git a/content/docs/agent-runtime/skills.md b/content/docs/agent-runtime/skills.md index c8c34f9..c64a438 100644 --- a/content/docs/agent-runtime/skills.md +++ b/content/docs/agent-runtime/skills.md @@ -1,5 +1,6 @@ --- title: "Skills" +description: "Skills — packages that give an agent knowledge, instructions, and optional executable tools; the primary way to customize a workspace." --- # Skills diff --git a/content/docs/agent-runtime/social-channels.md b/content/docs/agent-runtime/social-channels.md index 860efbf..c53f37c 100644 --- a/content/docs/agent-runtime/social-channels.md +++ b/content/docs/agent-runtime/social-channels.md @@ -1,5 +1,6 @@ --- title: "Social Channels" +description: "Connect workspaces to Telegram, Slack, and Discord through the pluggable channel adapter pattern." --- # Social Channels diff --git a/content/docs/agent-runtime/system-prompt-structure.md b/content/docs/agent-runtime/system-prompt-structure.md index 671195c..b4d2345 100644 --- a/content/docs/agent-runtime/system-prompt-structure.md +++ b/content/docs/agent-runtime/system-prompt-structure.md @@ -1,5 +1,6 @@ --- title: "System Prompt Structure" +description: "How a workspace agent's system prompt is assembled — identity, capabilities, then delegation, ordered specific-to-general." --- # System Prompt Structure diff --git a/content/docs/agent-runtime/team-expansion.md b/content/docs/agent-runtime/team-expansion.md index 18a6525..ba14784 100644 --- a/content/docs/agent-runtime/team-expansion.md +++ b/content/docs/agent-runtime/team-expansion.md @@ -1,5 +1,6 @@ --- title: "Team Expansion (Recursive Workspaces)" +description: "Recursive team expansion — turning a workspace into a team lead with sub-workspaces, infinitely deep." --- # Team Expansion (Recursive Workspaces) diff --git a/content/docs/api-protocol/a2a-protocol.md b/content/docs/api-protocol/a2a-protocol.md index e6f2222..fa60ce7 100644 --- a/content/docs/api-protocol/a2a-protocol.md +++ b/content/docs/api-protocol/a2a-protocol.md @@ -1,5 +1,6 @@ --- title: "A2A Protocol (Inter-Workspace Communication)" +description: "The A2A (Agent-to-Agent) protocol for direct inter-workspace communication, with the platform out of the message path." --- # A2A Protocol (Inter-Workspace Communication) diff --git a/content/docs/api-protocol/communication-rules.md b/content/docs/api-protocol/communication-rules.md index 6b59813..956e1b4 100644 --- a/content/docs/api-protocol/communication-rules.md +++ b/content/docs/api-protocol/communication-rules.md @@ -1,5 +1,6 @@ --- title: "Communication Rules" +description: "How communication topology is derived automatically from the org hierarchy — the hierarchy IS the access-control policy." --- # Communication Rules diff --git a/content/docs/api-protocol/platform-api.md b/content/docs/api-protocol/platform-api.md index 24f3b1c..11a53e6 100644 --- a/content/docs/api-protocol/platform-api.md +++ b/content/docs/api-protocol/platform-api.md @@ -1,5 +1,6 @@ --- title: "Platform API (Go Backend)" +description: "The Go control-plane backend — how it manages workspace infrastructure and coordination without executing agent reasoning." --- # Platform API (Go Backend) diff --git a/content/docs/api-protocol/registry-and-heartbeat.md b/content/docs/api-protocol/registry-and-heartbeat.md index 8c30134..b4222e6 100644 --- a/content/docs/api-protocol/registry-and-heartbeat.md +++ b/content/docs/api-protocol/registry-and-heartbeat.md @@ -1,5 +1,6 @@ --- title: "Registry & Heartbeat" +description: "Workspace registration and the 30-second heartbeat that tells the platform which workspaces are alive and where to reach them." --- # Registry & Heartbeat diff --git a/content/docs/api-protocol/websocket-events.md b/content/docs/api-protocol/websocket-events.md index 749c054..fb58e43 100644 --- a/content/docs/api-protocol/websocket-events.md +++ b/content/docs/api-protocol/websocket-events.md @@ -1,5 +1,6 @@ --- title: "WebSocket Events" +description: "The /ws WebSocket stream of real-time structure events that the canvas subscribes to." --- # WebSocket Events diff --git a/content/docs/architecture/architecture.md b/content/docs/architecture/architecture.md index 0221a41..ef9cbaa 100644 --- a/content/docs/architecture/architecture.md +++ b/content/docs/architecture/architecture.md @@ -1,5 +1,6 @@ --- title: "System Architecture" +description: "The distributed system architecture — workspaces on separate machines communicating over the A2A protocol." --- # System Architecture diff --git a/content/docs/architecture/canary-release.md b/content/docs/architecture/canary-release.md index cba8618..90bcbf1 100644 --- a/content/docs/architecture/canary-release.md +++ b/content/docs/architecture/canary-release.md @@ -1,5 +1,6 @@ --- title: "Canary release pipeline" +description: "The canary release pipeline that ships workspace-server changes to the prod tenant fleet, and how to halt it." --- # Canary release pipeline diff --git a/content/docs/architecture/database-schema.md b/content/docs/architecture/database-schema.md index cdd561a..e867f6b 100644 --- a/content/docs/architecture/database-schema.md +++ b/content/docs/architecture/database-schema.md @@ -1,5 +1,6 @@ --- title: "Database Schema" +description: "The Postgres schema — the mutable projection of structure_events representing current workspace state." --- # Database Schema diff --git a/content/docs/architecture/event-log.md b/content/docs/architecture/event-log.md index 9d03f49..2673eaa 100644 --- a/content/docs/architecture/event-log.md +++ b/content/docs/architecture/event-log.md @@ -1,5 +1,6 @@ --- title: "Event Log" +description: "The append-only structure_events table and the event-sourcing pattern behind workspace state." --- # Event Log diff --git a/content/docs/architecture/memory.md b/content/docs/architecture/memory.md index f90c4f9..cbcfa12 100644 --- a/content/docs/architecture/memory.md +++ b/content/docs/architecture/memory.md @@ -1,5 +1,6 @@ --- title: "Memory Architecture (HMA)" +description: "The Hierarchical Memory Architecture (HMA) — LOCAL / TEAM / GLOBAL scopes that follow the org tree." --- # Memory Architecture (HMA) diff --git a/content/docs/architecture/overview.md b/content/docs/architecture/overview.md index 8eb013c..68da937 100644 --- a/content/docs/architecture/overview.md +++ b/content/docs/architecture/overview.md @@ -1,5 +1,6 @@ --- title: "Architecture Overview" +description: "How Molecule AI orchestrates AI agent workspaces into an org hierarchy — registration, A2A communication, and the canvas." --- # Architecture Overview diff --git a/content/docs/architecture/partner-api-keys.md b/content/docs/architecture/partner-api-keys.md index b094371..54d3610 100644 --- a/content/docs/architecture/partner-api-keys.md +++ b/content/docs/architecture/partner-api-keys.md @@ -1,5 +1,6 @@ --- title: "Partner API Keys — Programmatic Org Management" +description: "Partner API keys (mol_pk_…) for programmatic org management by CI/CD, resellers, and automation." --- # Partner API Keys — Programmatic Org Management diff --git a/content/docs/architecture/provisioner.md b/content/docs/architecture/provisioner.md index 17984f7..5fb4bfc 100644 --- a/content/docs/architecture/provisioner.md +++ b/content/docs/architecture/provisioner.md @@ -1,5 +1,6 @@ --- title: "Provisioner" +description: "The provisioner — how the platform deploys workspace containers and VMs on create, import, or team expansion." --- # Provisioner diff --git a/content/docs/architecture/saas-prod-migration-2026-04-19.md b/content/docs/architecture/saas-prod-migration-2026-04-19.md index f6aa7d8..0aaa99e 100644 --- a/content/docs/architecture/saas-prod-migration-2026-04-19.md +++ b/content/docs/architecture/saas-prod-migration-2026-04-19.md @@ -1,5 +1,6 @@ --- title: "SaaS prod migration — 2026-04-19" +description: "Prod cutover notes for the 2026-04-19 staging→main promotion of molecule-controlplane and molecule-core." --- # SaaS prod migration — 2026-04-19 diff --git a/content/docs/architecture/staging-environment.md b/content/docs/architecture/staging-environment.md index cacac09..a82226b 100644 --- a/content/docs/architecture/staging-environment.md +++ b/content/docs/architecture/staging-environment.md @@ -1,5 +1,6 @@ --- title: "Staging Environment Design" +description: "The staging environment design on Railway, mirroring prod for safe pre-release validation." --- # Staging Environment Design diff --git a/content/docs/architecture/technology-choices.md b/content/docs/architecture/technology-choices.md index 8e3ae30..0f4ac37 100644 --- a/content/docs/architecture/technology-choices.md +++ b/content/docs/architecture/technology-choices.md @@ -1,5 +1,6 @@ --- title: "Technology Choices" +description: "Why each core technology — Go, Postgres, Redis, the runtime adapters — was chosen for Molecule AI." --- # Technology Choices diff --git a/content/docs/architecture/tenant-image-upgrades.md b/content/docs/architecture/tenant-image-upgrades.md index 9c5dc21..60c18e7 100644 --- a/content/docs/architecture/tenant-image-upgrades.md +++ b/content/docs/architecture/tenant-image-upgrades.md @@ -1,5 +1,6 @@ --- title: "Tenant Image Upgrade Strategies" +description: "Strategies for rolling a new platform-tenant image out to existing EC2 tenants, with trade-offs." --- # Tenant Image Upgrade Strategies diff --git a/content/docs/architecture/wildcard-dns-proxy.md b/content/docs/architecture/wildcard-dns-proxy.md index 08dc411..7348ff3 100644 --- a/content/docs/architecture/wildcard-dns-proxy.md +++ b/content/docs/architecture/wildcard-dns-proxy.md @@ -1,5 +1,6 @@ --- title: "Wildcard DNS + Cloudflare Worker Proxy" +description: "Wildcard DNS plus a Cloudflare Worker proxy for routing per-tenant subdomains." --- # Wildcard DNS + Cloudflare Worker Proxy diff --git a/content/docs/architecture/workspace-tiers.md b/content/docs/architecture/workspace-tiers.md index 404f3ae..0c27ed4 100644 --- a/content/docs/architecture/workspace-tiers.md +++ b/content/docs/architecture/workspace-tiers.md @@ -1,5 +1,6 @@ --- title: "Workspace Tiers" +description: "The four workspace tiers (T1–T4) and the isolation-vs-system-access trade-off each makes." --- # Workspace Tiers diff --git a/content/docs/development/build-order.md b/content/docs/development/build-order.md index b5e937b..881be8f 100644 --- a/content/docs/development/build-order.md +++ b/content/docs/development/build-order.md @@ -1,5 +1,6 @@ --- title: "Build Order" +description: "The recommended build order — proving the register → canvas → heartbeat → offline core loop first." --- # Build Order diff --git a/content/docs/development/code-sandbox.md b/content/docs/development/code-sandbox.md index c6023bb..822bedc 100644 --- a/content/docs/development/code-sandbox.md +++ b/content/docs/development/code-sandbox.md @@ -1,5 +1,6 @@ --- title: "Code Sandbox" +description: "The code sandbox that isolates execution of the agent's own generated code (the run_code tool)." --- # Code Sandbox diff --git a/content/docs/development/constraints-and-rules.md b/content/docs/development/constraints-and-rules.md index d9eb286..742d69a 100644 --- a/content/docs/development/constraints-and-rules.md +++ b/content/docs/development/constraints-and-rules.md @@ -1,5 +1,6 @@ --- title: "Constraints & Rules" +description: "Key design rules and invariants to follow across the Molecule AI codebase." --- # Constraints & Rules diff --git a/content/docs/development/local-development.md b/content/docs/development/local-development.md index 6ccf889..ebad76b 100644 --- a/content/docs/development/local-development.md +++ b/content/docs/development/local-development.md @@ -1,5 +1,6 @@ --- title: "Local Development" +description: "Running Molecule AI locally — how workspace containers are provisioned on demand during development." --- # Local Development diff --git a/content/docs/development/observability.md b/content/docs/development/observability.md index d72d92e..3f6077e 100644 --- a/content/docs/development/observability.md +++ b/content/docs/development/observability.md @@ -1,5 +1,6 @@ --- title: "Observability (Langfuse)" +description: "Self-hosted Langfuse observability — automatic per-workspace agent tracing via the runtime integration." --- # Observability (Langfuse) diff --git a/content/docs/development/testing-e2e.md b/content/docs/development/testing-e2e.md index 4017200..9444450 100644 --- a/content/docs/development/testing-e2e.md +++ b/content/docs/development/testing-e2e.md @@ -1,5 +1,6 @@ --- title: "E2E Testing" +description: "The end-to-end test suite under tests/e2e/ — real Postgres + Redis, shellcheck-clean scripts, shared helpers." --- # E2E Testing diff --git a/content/docs/frontend/canvas.md b/content/docs/frontend/canvas.md index fb4bde5..64c2907 100644 --- a/content/docs/frontend/canvas.md +++ b/content/docs/frontend/canvas.md @@ -1,5 +1,6 @@ --- title: "Canvas UI (Next.js Frontend)" +description: "The canvas — Molecule AI's operational UI for deploying workspaces, inspecting live state, configuring runtimes, and chatting with agents." --- # Canvas UI (Next.js Frontend) diff --git a/content/docs/guides/index.md b/content/docs/guides/index.md index af20365..d30ba18 100644 --- a/content/docs/guides/index.md +++ b/content/docs/guides/index.md @@ -1,5 +1,6 @@ --- title: "Guides" +description: "Step-by-step guides for common Molecule AI integrations and configurations." --- # Guides diff --git a/content/docs/guides/skill-catalog.md b/content/docs/guides/skill-catalog.md index dbde61d..5edcf2f 100644 --- a/content/docs/guides/skill-catalog.md +++ b/content/docs/guides/skill-catalog.md @@ -1,5 +1,6 @@ --- title: "Skill Catalog" +description: "The skill catalog — available skill types and how to install them per workspace." --- # Skill Catalog diff --git a/content/docs/incidents/INCIDENT_LOG.md b/content/docs/incidents/INCIDENT_LOG.md index 8f43bd1..a4eb885 100644 --- a/content/docs/incidents/INCIDENT_LOG.md +++ b/content/docs/incidents/INCIDENT_LOG.md @@ -1,5 +1,6 @@ --- title: "Incident Log — molecule-core" +description: "Chronological incident log for molecule-core — summaries, resolutions, and references." --- # Incident Log — molecule-core diff --git a/content/docs/integrations/opencode.md b/content/docs/integrations/opencode.md index 2e9a96e..ca9a1b3 100644 --- a/content/docs/integrations/opencode.md +++ b/content/docs/integrations/opencode.md @@ -1,5 +1,6 @@ --- title: "Molecule AI + opencode Integration" +description: "Connect opencode to a Molecule AI workspace over remote MCP for the full A2A tool surface." --- # Molecule AI + opencode Integration diff --git a/content/docs/plugins/agentskills-compat.md b/content/docs/plugins/agentskills-compat.md index d72a0c0..359ceab 100644 --- a/content/docs/plugins/agentskills-compat.md +++ b/content/docs/plugins/agentskills-compat.md @@ -1,5 +1,6 @@ --- title: "Molecule AI plugins and the agentskills.io standard" +description: "How Molecule AI plugins align with the agentskills.io standard for cross-tool compatibility." --- # Molecule AI plugins and the agentskills.io standard diff --git a/content/docs/plugins/sources.md b/content/docs/plugins/sources.md index b40d8e3..6039ebc 100644 --- a/content/docs/plugins/sources.md +++ b/content/docs/plugins/sources.md @@ -1,5 +1,6 @@ --- title: "Plugin install sources" +description: "Plugin install sources — the local:// registry and pinned github:// refs, orthogonal to plugin shape." --- # Plugin install sources diff --git a/content/docs/research/cognee-architecture-deep-dive.md b/content/docs/research/cognee-architecture-deep-dive.md index c8ea300..d3e5040 100644 --- a/content/docs/research/cognee-architecture-deep-dive.md +++ b/content/docs/research/cognee-architecture-deep-dive.md @@ -1,5 +1,6 @@ --- title: "Cognee Architecture Deep-Dive — Workspace Isolation" +description: "Deep-dive into Cognee's isolation primitives versus Molecule AI's per-workspace memory requirements." --- # Cognee Architecture Deep-Dive — Workspace Isolation diff --git a/content/docs/research/cognee-isolation-eval.md b/content/docs/research/cognee-isolation-eval.md index 6156413..b3656a4 100644 --- a/content/docs/research/cognee-isolation-eval.md +++ b/content/docs/research/cognee-isolation-eval.md @@ -1,5 +1,6 @@ --- title: "Cognee Workspace Isolation Evaluation" +description: "Evaluating Cognee, an open-source AI memory engine, against Molecule AI's hierarchical memory isolation needs." --- # Cognee Workspace Isolation Evaluation diff --git a/content/docs/tutorials/fly-machines-provisioner.md b/content/docs/tutorials/fly-machines-provisioner.md index b2ea297..6e4574b 100644 --- a/content/docs/tutorials/fly-machines-provisioner.md +++ b/content/docs/tutorials/fly-machines-provisioner.md @@ -1,5 +1,6 @@ --- title: "Provisioning Workspaces on Fly Machines (CONTAINER_BACKEND=flyio)" +description: "Provisioning workspaces on Fly Machines with CONTAINER_BACKEND=flyio instead of local Docker." --- # Provisioning Workspaces on Fly Machines (CONTAINER_BACKEND=flyio) diff --git a/content/docs/tutorials/google-adk-runtime.md b/content/docs/tutorials/google-adk-runtime.md index cee8369..50c14e7 100644 --- a/content/docs/tutorials/google-adk-runtime.md +++ b/content/docs/tutorials/google-adk-runtime.md @@ -1,5 +1,6 @@ --- title: "Running a Google ADK Workspace on Molecule AI" +description: "Run a Google ADK (Gemini on Vertex AI) workspace on Molecule AI, from zero to a registered A2A agent." --- # Running a Google ADK Workspace on Molecule AI diff --git a/content/docs/tutorials/hermes-multi-provider-dispatch.md b/content/docs/tutorials/hermes-multi-provider-dispatch.md index 05ad897..a0708ba 100644 --- a/content/docs/tutorials/hermes-multi-provider-dispatch.md +++ b/content/docs/tutorials/hermes-multi-provider-dispatch.md @@ -1,5 +1,6 @@ --- title: "Hermes Multi-Provider Dispatch: Native Anthropic, Gemini, and Multi-Turn History" +description: "Hermes multi-provider dispatch — native Anthropic and Gemini routing with correct multi-turn history." --- # Hermes Multi-Provider Dispatch: Native Anthropic, Gemini, and Multi-Turn History diff --git a/content/docs/tutorials/lark-feishu-channel.md b/content/docs/tutorials/lark-feishu-channel.md index 7c8cd51..5f2b09d 100644 --- a/content/docs/tutorials/lark-feishu-channel.md +++ b/content/docs/tutorials/lark-feishu-channel.md @@ -1,5 +1,6 @@ --- title: "Connecting an AI Agent to Lark / Feishu" +description: "Connect a workspace agent to Lark / Feishu using the Lark channel adapter." --- # Connecting an AI Agent to Lark / Feishu diff --git a/content/docs/tutorials/register-remote-agent.md b/content/docs/tutorials/register-remote-agent.md index e9a5f19..91b4f9c 100644 --- a/content/docs/tutorials/register-remote-agent.md +++ b/content/docs/tutorials/register-remote-agent.md @@ -1,5 +1,6 @@ --- title: "Register a Remote Agent on Molecule AI" +description: "Register a remote agent running on your own infrastructure to a Molecule AI canvas." --- # Register a Remote Agent on Molecule AI diff --git a/content/docs/tutorials/saas-federation.md b/content/docs/tutorials/saas-federation.md index ee312be..41e4170 100644 --- a/content/docs/tutorials/saas-federation.md +++ b/content/docs/tutorials/saas-federation.md @@ -1,5 +1,6 @@ --- title: "SaaS Federation — Multi-Tenant Agent Platform" +description: "Set up a multi-tenant agent platform with Molecule AI's SaaS federation — per-tenant isolation from one control plane." --- # SaaS Federation — Multi-Tenant Agent Platform diff --git a/content/docs/tutorials/self-hosted-workspace-docker.md b/content/docs/tutorials/self-hosted-workspace-docker.md index f8cfed6..a262dc5 100644 --- a/content/docs/tutorials/self-hosted-workspace-docker.md +++ b/content/docs/tutorials/self-hosted-workspace-docker.md @@ -1,5 +1,6 @@ --- title: Self-Hosted Workspace Deployment with Docker +description: "Run a Molecule AI workspace agent as a self-hosted Docker container — env vars, healthcheck, and Kubernetes." --- # Self-Hosted Workspace Deployment with Docker -- 2.52.0