Converts docs/agentic-teams.md §16 steps 1-3 into a trackable PRD and 48
appended tasks (IDs 115-162) in the master tag. Steps 4-8 land as 5 low
priority placeholders wired onto the spine, pending the §15 open questions.
The PRD is grounded in the current codebase rather than the design doc's
indicative sketches, which changed the shape of the work:
- RBAC `tasks` is already owned by the inference queue, and bindings are
normalized at parse time, so existing RbacDefinition rows literally hold
"tasks". Taking the name for work items needs a one-shot guarded backfill
to `inference-tasks` (task 116).
- deploy/entrypoint.sh uses `prisma db push`, so migration SQL never runs in
production. Invariants are service-layer, not CHECK constraints.
- Ephemeral pods do not exist: restartPolicy is hardcoded Always and
ContainerSpec has no volume/workdir fields (tasks 140-142).
- `exec` is cheap: KubernetesOrchestrator already implements exec/attach over
k8s.Exec/k8s.Attach; only an API + CLI surface is missing (tasks 144-145).
- No git provider client exists in product code (task 148).
- ChatService caps its tool loop at 12 iterations, so the AgentRuntime runs a
headless coding agent in-pod rather than extending chat (tasks 146-147).
Names the git-repo entity CodeRepo (CLI `repos`) to avoid colliding with the
repository/ data-access layer; AgentProject carries an optional llmId so the
brain-ownership question can be settled either way without a migration.
Generated task_*.md files are left untracked, matching how this repo has
treated them since the first commit.
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01N4wNHWf7xSwnZCWpJcyv9p
- Add warmup() to LlmProvider interface for eager subprocess startup
- ManagedVllmProvider.warmup() starts vLLM in background on project load
- ProviderRegistry.warmupAll() triggers all managed providers
- NamedProvider proxies warmup() to inner provider
- paginate stage generates LLM-powered descriptive page titles when
available, cached by content hash, falls back to generic "Page N"
- project-mcp-endpoint calls warmupAll() on router creation so vLLM
is loading while the session initializes
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
Implements the full gated session flow and prompt intelligence system:
- Prisma schema: add gated, priority, summary, chapters, linkTarget fields
- Session gate: state machine (gated → begin_session → ungated) with LLM-powered
tool selection based on prompt index
- Tag matcher: intelligent prompt-to-tool matching with project/server/action tags
- LLM selector: tiered provider selection (fast for gating, heavy for complex tasks)
- Link resolver: cross-project MCP resource references (project/server:uri format)
- Prompt summary service: LLM-generated summaries and chapter extraction
- System project bootstrap: ensures default project exists on startup
- Structural link health checks: enrichWithLinkStatus on prompt GET endpoints
- CLI: create prompt --priority/--link, create project --gated/--no-gated,
describe project shows prompts section, get prompts shows PRI/LINK/STATUS
- Apply/edit: priority, linkTarget, gated fields supported
- Shell completions: fish updated with new flags
- 1,253 tests passing across all packages
Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
