Files
mcpctl/.taskmaster/docs/prd-agentic-teams.md

809 lines
37 KiB
Markdown
Raw Normal View History

docs(taskmaster): PRD + task graph for agentic teams foundation 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
2026-08-08 09:58:20 +01:00
# PRD: Agentic Teams — Foundation
## Overview
mcpctl today orchestrates MCP servers, projects, prompts, skills, and chat agents. It does not
orchestrate *work*. This PRD adds the foundation that lets human developers and autonomous agents
be peers in the same project: a versioned vision layer (Epic → epictask → task), git repositories
attached to projects, agents as many-to-many project members, ephemeral per-session pods where
agents do real work, a swappable agent runtime, a task lifecycle with QA/Security/SRE gates, and a
single human accept gate that fires a merge through the git provider's API.
The design record is `docs/agentic-teams.md`. This PRD converts §16 steps 1–3 of that document
into an implementation spec. Steps 4–8 are named as deferred work at the end, deliberately
without detail — they depend on open design questions (`docs/agentic-teams.md` §15) that are not
closed.
## Problem
Two failure classes motivate this work.
**Nothing tracks work.** There is no Epic, EpicTask, Task, Repository, or AgentProject model in
`src/db/prisma/schema.prisma`, and no repository, service, route, or CLI code for any of them.
Agents can chat and call tools, but there is no unit of work to assign, no lifecycle to advance,
no branch or PR to attach, and no gate for a human to accept.
**Completed tasks do not add up to the vision.** From the design doc: you have a grand vision, you
split it into tasks, you complete all the tasks, and you are left with a stick with wheels instead
of a car. The root cause is not execution — it is that decomposition is lossy, tasks are graded
mechanically ("compiles / lint / renders") rather than against intent, and integration is nobody's
job. The fix is an authoritative, versioned Epic that every task can walk up to, so "what am I
serving, and what does done-for-this look like" is always answerable.
A third, practical problem shapes the ordering: the design document's "don't rebuild, delegate"
principle is correct in spirit, but several primitives it assumes do not exist in mcpctl yet.
Those are enumerated under **Execution Substrate Changes** and must land before any agent can work
a task.
## Scope & Non-Goals
**In scope** (design doc §16 steps 1–3):
1. Epic / EpicTask / Task / CodeRepo entities + AgentProject membership, with project linkage,
mcpd CRUD, CLI verbs, RBAC, backup, docs, and tests.
2. An `AgentRuntime` adapter interface and a first implementation running a headless coding agent
inside an ephemeral per-session pod. Prove: pod spawn → clone repos → work a task branch →
push → report.
3. Task lifecycle with QA / Security / SRE stages, PR linkage, the human accept gate, and merge
through the git provider API, with post-merge failure reopening the task.
**Explicitly out of scope** — these are named in *Deferred* below and get placeholder tasks only:
the Tier-2 design/product critic and Epic-comparison loop; collaboration modes (standup, joint
`exec` sessions as a workflow); the confidence signal and escalation dashboard; per-persona memory
and the coverage ledger; script artifacts and the baseline scorecard.
**Not being built at all:** a permission engine. mcpctl enforces coarse gates (who may transition
a task, what RBAC a session needs); fine-grained per-tool approval stays inside the agent runtime.
## Decisions Already Made
| Decision | Choice | Rationale |
|---|---|---|
| Work-item RBAC name | Work items take `tasks`; the inference queue moves to `inference-tasks` | Matches the design doc's vocabulary. The `inference-tasks` alias already exists, so the URL prefix `/api/v1/inference-tasks` is unchanged |
| Roadmap-node spelling | Model `EpicTask`, resource `epictasks`, aliases `epictask`, `et` | Design doc §15 Q2; one word, matches the doc's own usage |
| Git-repo resource name | Model `CodeRepo`, resource `repos`, aliases `repo`, `repository`, `repositories` | Avoids `repository.repository.ts` and the collision with the data-access-layer term used throughout `src/mcpd/src/repositories/` |
| Epic revisions | Epic joins the existing `ResourceRevision` system as `resourceType: 'epic'` | The Epic is the auditable source of truth for "is this done"; scope changes must be visible. `ResourceType` is a string union by design, so this is a non-migration change |
| Agent membership | New `AgentProject` junction; `Agent.projectId` retained and kept in sync for one release | Design doc §4. `ProjectMember` was deliberately dropped in migration `20260223120000_remove_project_members`; this is a narrower reversal — agent membership only, not human membership, which stays RBAC-driven |
| Invariants | Enforced in the service layer, not CHECK constraints | See *Deployment constraint* below |
| Agent brain | Home brain (`Agent.llmId`) for bare chat; the project's `llmProvider`/`llmModel` when the agent acts inside a project; optional per-membership override on `AgentProject.llmId` | Design doc §15 Q1 leans this way. **This is the one open question that blocks the data model** — the `AgentProject.llmId` column exists so the decision can be reversed without a migration |
### Deployment constraint (affects every schema task)
`deploy/entrypoint.sh` provisions the database with `prisma db push --accept-data-loss`, not
`prisma migrate deploy`. Hand-written SQL in `src/db/prisma/migrations/` therefore **never runs in
production**. The single existing CHECK constraint, `ChatThread_agent_xor_project` (migration
`20260717234728_add_project_chat_threads`), is absent from any `db push`-provisioned database and
is enforced only by `ChatService`.
Consequence: every invariant introduced here must be either expressible in the Prisma schema
(unique constraints, non-null columns, enums, foreign keys) or enforced in the service layer with
a test. Do not write CHECK constraints and assume they hold.
## Core Concepts
### The vision layer
```
Epic (the vision — project-scoped, versioned, revision-tracked)
└── EpicTask — a roadmap node; chains to other epictasks (dependency graph)
└── Task — the unit of work, with its own lifecycle
```
An **Epic** holds the agreed done-criteria written at vision time, its scope-change history, and
accepted-tradeoff decisions. An Epic is done only when 100% of the vision is delivered, **or** the
user explicitly accepted the tradeoffs — recorded so "done" is honest and auditable.
An **EpicTask** is a roadmap node. EpicTasks chain to one another, so visualising them yields a
dependency graph rather than a flat sequence. Each carries the decomposed subset of the Epic's
acceptance criteria, so per-node completeness is computable.
A **Task** is the unit of work, owned by an EpicTask. Because Task → EpicTask → Epic, every task
can resolve what it is serving by walking up the chain.
### Two-level verification
| Level | Checks | Who | When |
|---|---|---|---|
| Tier 1 — correctness / security / ops | Builds, runs, passes tests, stays secure, and the deployment-as-code is right for this project's real infrastructure | Developer + QA + Security + SRE personas | Inside the task's own lifecycle, before Done |
| Tier 2 — vision fidelity | Does the assembled result match the vision | Design/product critic | At the Epic level — **deferred, not in this PRD** |
Tier 1 stages are gates *inside* the task loop. Their feedback bounces the task back to
`InProgress`. They are not post-submit reviewers.
The **SRE/Release stage** reviews the deployment-as-code — is it targeting the right
infrastructure, by the right method, with the right tooling. It reviews the deployment
*definition*; it does not deploy. It exists because a large share of failures come from implicit
operational rules a developer LLM does not know. Concrete example: this cluster runs default-deny
network policies, so any new workload needs explicit egress and ingress rules. A developer LLM
watching a connection fail will deep-dive the network-debugging path when the real cause is a
missing egress policy silently dropping traffic. The SRE persona, holding per-project infra
knowledge, flags that in review.
### Agents as people
An agent exists independently of any project — a persistent identity with a name, description,
system prompt, and a home brain. It joins zero, one, or many projects. Per-project role and
scope hang off the membership junction, not off the agent.
### Pod per session
Each agent session gets its own ephemeral pod. The pod *is* the workspace: an init container
clones the project's repositories, the session is attached to project prompts, MCP tools, and
scoped secrets, and the pod dies at session end. Agents do not share a live filesystem with each
other — handoffs happen via git (branch + diff + verdict pinned to a commit). A single human may
share one agent's environment via `exec`.
## Schema Changes
All new models follow existing house conventions: `id String @id @default(cuid())`,
`version Int @default(1)` as an optimistic-concurrency counter bumped unconditionally in the
repository layer (see `agent.repository.ts` `updateData.version = { increment: 1 }`), plus
`createdAt` / `updatedAt`.
### Epic
```prisma
model Epic {
id String @id @default(cuid())
name String
description String @default("")
// The agreed statement of the vision. Body of the Epic.
content String @db.Text
// Checkable outcomes + intent/quality attributes that define 100% delivery.
// Array of { id, text, kind: 'outcome' | 'quality', met: boolean }.
doneCriteria Json @default("[]")
// Accepted-tradeoff records: { what, why, who, deScopedBy, at }.
acceptedTradeoffs Json @default("[]")
projectId String
status EpicStatus @default(open)
semver String @default("0.1.0")
currentRevisionId String?
ownerId String
version Int @default(1)
createdAt DateTime @default(now())
updatedAt DateTime @updatedAt
project Project @relation(fields: [projectId], references: [id], onDelete: Cascade)
owner User @relation(fields: [ownerId], references: [id], onDelete: Cascade)
epicTasks EpicTask[]
@@unique([name, projectId])
@@index([projectId])
@@index([name])
}
enum EpicStatus {
open
delivered // 100% of doneCriteria met
delivered_with_tradeoffs
cancelled
}
```
### EpicTask
```prisma
model EpicTask {
id String @id @default(cuid())
name String
description String @default("")
epicId String
// Decomposed subset of the Epic's doneCriteria this node is responsible for.
doneCriteria Json @default("[]")
status EpicTaskStatus @default(todo)
ownerId String
version Int @default(1)
createdAt DateTime @default(now())
updatedAt DateTime @updatedAt
epic Epic @relation(fields: [epicId], references: [id], onDelete: Cascade)
owner User @relation(fields: [ownerId], references: [id], onDelete: Cascade)
tasks Task[]
dependsOn EpicTaskEdge[] @relation("EpicTaskEdgeFrom")
blocks EpicTaskEdge[] @relation("EpicTaskEdgeTo")
@@unique([name, epicId])
@@index([epicId])
}
// Chaining between roadmap nodes. Modelled as an explicit edge table rather
// than a self-referencing array so the graph can be walked in both directions
// and edges can later carry a type.
model EpicTaskEdge {
id String @id @default(cuid())
fromId String // the dependent node
toId String // the prerequisite node
createdAt DateTime @default(now())
from EpicTask @relation("EpicTaskEdgeFrom", fields: [fromId], references: [id], onDelete: Cascade)
to EpicTask @relation("EpicTaskEdgeTo", fields: [toId], references: [id], onDelete: Cascade)
@@unique([fromId, toId])
@@index([fromId])
@@index([toId])
}
enum EpicTaskStatus {
todo
in_progress
done
cancelled
}
```
Cycle prevention in the edge graph is a service-layer check (see *Deployment constraint*): before
creating an edge, walk `to`'s transitive dependencies and reject if `from` is reachable.
### Task
```prisma
model Task {
id String @id @default(cuid())
name String
title String
description String @default("") @db.Text
epicTaskId String
repoId String?
// The agent currently responsible. Null while unassigned.
assigneeId String?
state TaskState @default(todo)
// Drives how much Tier-1 verification is engaged: trivial work may pass on a
// light self-check; risky work engages QA / Security / SRE.
risk TaskRisk @default(normal)
// Git linkage, populated when the agent pushes.
branch String?
headCommit String?
prUrl String?
prNumber Int?
// Free-form reviewer comment attached at the accept gate.
reviewNote String? @db.Text
ownerId String
version Int @default(1)
createdAt DateTime @default(now())
updatedAt DateTime @updatedAt
epicTask EpicTask @relation(fields: [epicTaskId], references: [id], onDelete: Cascade)
repo CodeRepo? @relation(fields: [repoId], references: [id], onDelete: SetNull)
assignee Agent? @relation(fields: [assigneeId], references: [id], onDelete: SetNull)
owner User @relation(fields: [ownerId], references: [id], onDelete: Cascade)
verdicts TaskVerdict[]
sessions AgentSession[]
events TaskEvent[]
@@unique([name, epicTaskId])
@@index([epicTaskId])
@@index([state])
@@index([assigneeId])
}
enum TaskState {
todo
in_progress
building // compile, run, smoke
self_testing // developer's own tests
qa_review
security_review
sre_review
done // leaves the developer's loop
awaiting_review // human accept gate
merged
reopened // post-merge failure
cancelled
}
enum TaskRisk {
trivial // docs, formatting — light self-check may suffice
normal
high // auth, secrets, migrations, cross-contract
}
// A Tier-1 persona's verdict, pinned to the commit it judged. Immutable —
// this is the provenance record the design doc calls "QA verified 3f2ab".
model TaskVerdict {
id String @id @default(cuid())
taskId String
stage TaskState // qa_review | security_review | sre_review
agentId String?
commit String
passed Boolean
summary String @db.Text
// Structured findings: [{ severity, message, path?, line? }]
findings Json @default("[]")
createdAt DateTime @default(now())
task Task @relation(fields: [taskId], references: [id], onDelete: Cascade)
agent Agent? @relation(fields: [agentId], references: [id], onDelete: SetNull)
@@index([taskId])
@@index([taskId, stage])
}
// Append-only transition log. Every state change writes one row.
model TaskEvent {
id String @id @default(cuid())
taskId String
fromState TaskState?
toState TaskState
actorType String // 'user' | 'agent' | 'system'
actorId String?
note String? @db.Text
createdAt DateTime @default(now())
task Task @relation(fields: [taskId], references: [id], onDelete: Cascade)
@@index([taskId, createdAt])
}
```
### CodeRepo
```prisma
model CodeRepo {
id String @id @default(cuid())
name String
projectId String
// Clone URL. https for token auth, ssh for key auth.
url String
defaultBranch String @default("main")
// Relative path under the session workspace root. Defaults to `name`.
path String @default("")
// Git provider, for PR/merge API calls. 'gitea' is the only driver in v1.
provider String @default("gitea")
// Secret holding the provider credential. Resolved through SecretService at
// session-provision time — never stored in plaintext on the row.
credSecretId String?
credSecretKey String?
ownerId String
version Int @default(1)
createdAt DateTime @default(now())
updatedAt DateTime @updatedAt
project Project @relation(fields: [projectId], references: [id], onDelete: Cascade)
cred Secret? @relation(fields: [credSecretId], references: [id])
owner User @relation(fields: [ownerId], references: [id], onDelete: Cascade)
tasks Task[]
@@unique([name, projectId])
@@index([projectId])
}
```
### AgentProject
Mirrors `ProjectServer` (`schema.prisma`): explicit join model with its own cuid `id`, `createdAt`,
cascade on both sides, `@@unique([a, b])`. Indexes on both columns follow `PersonalityPrompt`,
because both reverse lookups are needed ("agents of project", "projects of agent").
```prisma
model AgentProject {
id String @id @default(cuid())
agentId String
projectId String
// Per-project persona role. TEXT, not an enum, so adding a role later is a
// non-migration change (same reasoning as ResourceProposal.resourceType).
// v1 values: 'developer' | 'qa' | 'security' | 'sre'.
role String @default("developer")
// Optional per-membership brain override. Present so the open question in
// docs/agentic-teams.md §15 Q1 can be answered either way without a migration.
llmId String?
createdAt DateTime @default(now())
agent Agent @relation(fields: [agentId], references: [id], onDelete: Cascade)
project Project @relation(fields: [projectId], references: [id], onDelete: Cascade)
llm Llm? @relation(fields: [llmId], references: [id], onDelete: SetNull)
@@unique([agentId, projectId])
@@index([agentId])
@@index([projectId])
}
```
`Agent.projectId` is **retained** and written in sync with the junction for one release, so
existing `prepareContext` / `findByProjectId` paths keep working. A follow-up removes it.
### AgentSession
```prisma
model AgentSession {
id String @id @default(cuid())
agentId String
projectId String
taskId String?
// Orchestrator handle — pod name on k8s, container id on docker.
containerId String?
state SessionState @default(pending)
image String
// Reaped when now() > expiresAt. Swept by the same style of GC loop as the
// inference-task sweep in main.ts.
expiresAt DateTime
lastError String? @db.Text
ownerId String
createdAt DateTime @default(now())
updatedAt DateTime @updatedAt
endedAt DateTime?
agent Agent @relation(fields: [agentId], references: [id], onDelete: Cascade)
project Project @relation(fields: [projectId], references: [id], onDelete: Cascade)
task Task? @relation(fields: [taskId], references: [id], onDelete: SetNull)
owner User @relation(fields: [ownerId], references: [id], onDelete: Cascade)
@@index([state])
@@index([taskId])
@@index([agentId])
}
enum SessionState {
pending
provisioning
running
ended
failed
}
```
### Back-relations on existing models
Prisma requires both sides of every relation. The blocks above show only the owning side; the
following fields must be added to existing models or `prisma generate` fails:
| Model | Fields to add |
|---|---|
| `Project` | `epics Epic[]`, `codeRepos CodeRepo[]`, `agentMemberships AgentProject[]`, `sessions AgentSession[]` |
| `User` | `ownedEpics Epic[]`, `ownedEpicTasks EpicTask[]`, `ownedTasks Task[]`, `ownedRepos CodeRepo[]`, `ownedSessions AgentSession[]` |
| `Agent` | `projectMemberships AgentProject[]`, `assignedTasks Task[]`, `verdicts TaskVerdict[]`, `sessions AgentSession[]` |
| `Llm` | `agentProjects AgentProject[]` |
| `Secret` | `codeRepos CodeRepo[]` |
`Agent.projectId` and its `project Project?` relation stay as-is during the transition release, so
`Project` carries both `agents Agent[]` (existing) and `agentMemberships AgentProject[]` (new).
### Test helper
`src/db/tests/helpers.ts` `clearAllTables` must gain `deleteMany` calls for every new model —
globals with nullable foreign keys do not cascade.
## API Changes
All routes sit under `/api/v1`, follow the existing Fastify + zod-in-the-service pattern, and
resolve `project` / `agent` name strings to ids at the route layer (as `routes/skills.ts` does).
### New endpoints
```
# Vision layer
GET|POST /api/v1/epics ?project=<name>
GET|PUT|DELETE /api/v1/epics/:id
GET /api/v1/epics/:id/roadmap → epictask graph + per-node completeness
POST /api/v1/epics/:id/tradeoffs → append an accepted-tradeoff record
GET|POST /api/v1/epictasks ?epic=<name>&project=<name>
GET|PUT|DELETE /api/v1/epictasks/:id
POST|DELETE /api/v1/epictasks/:id/edges → { toId } add/remove a dependency edge
# Work items
GET|POST /api/v1/tasks ?project=&epictask=&state=&assignee=
GET|PUT|DELETE /api/v1/tasks/:id
POST /api/v1/tasks/:id/transition → { toState, note? }
POST /api/v1/tasks/:id/verdict → record a QA/Security/SRE verdict
POST /api/v1/tasks/:id/accept → { note? } human accept gate → merge
POST /api/v1/tasks/:id/reject → { note } → back to in_progress
GET /api/v1/tasks/:id/events
# Repositories
GET|POST /api/v1/repos ?project=<name>
GET|PUT|DELETE /api/v1/repos/:id
# Agent membership
GET /api/v1/agents/:name/projects
POST|DELETE /api/v1/agents/:name/projects/:project → { role?, llm? }
GET /api/v1/projects/:name/agents
# Sessions & exec
GET|POST /api/v1/sessions ?project=&agent=&task=
GET|DELETE /api/v1/sessions/:id
POST /api/v1/sessions/:id/exec → one-shot exec, returns { exitCode, stdout, stderr }
GET /api/v1/sessions/:id/attach → WebSocket, bidirectional stdio
# Git provider webhook
POST /api/v1/webhooks/git/:provider → post-merge failure reopens the task
```
### Changed endpoints
`/api/v1/inference-tasks/*` is unchanged in shape. Only its RBAC resource name changes (see
below).
## RBAC Changes
### The `tasks` namespace split
`src/mcpd/src/validation/rbac-definition.schema.ts` currently declares `tasks` in
`RBAC_RESOURCES` and aliases `task`, `inference-task`, and `inference-tasks` all onto it — with
the comment "the only 'task' we have is inference for now". That is no longer true.
Required changes:
1. `RBAC_RESOURCES` gains `epics`, `epictasks`, `tasks` (now meaning work items), `repos`,
`sessions`, and `inference-tasks`.
2. `RESOURCE_ALIASES` maps `task → tasks`, `epic → epics`, `epictask → epictasks`,
`et → epictasks`, `repo → repos`, `repository → repos`, `repositories → repos`,
`session → sessions`, and `inference-task → inference-tasks`. The entry
`'inference-tasks': 'tasks'` is **removed**.
3. `mapUrlToPermission` in `src/mcpd/src/main.ts` gains `epics`, `epictasks`, `tasks`, `repos`,
`sessions`, and maps `/api/v1/inference-tasks` to `inference-tasks`. Non-CRUD verbs need
explicit cases above the map: `POST /tasks/:id/accept|reject|transition` → `run:tasks:<name>`,
`POST /sessions/:id/exec` and `GET /sessions/:id/attach` → `run:sessions:<name>`.
4. `nameResolvers` (`main.ts`) gains `epics`, `epictasks`, `tasks`, `repos`, `sessions` so
name-scoped grants match when the URL carries a cuid.
### One-shot binding backfill
`ResourceBindingSchema` transforms `resource` through `normalizeResource` **at parse time** and
stores the normalized string, so existing `RbacDefinition.roleBindings` rows already contain the
literal `"tasks"` meaning *inference*. After the split, those grants would silently become
work-item grants.
A one-shot startup migration must rewrite `resource: "tasks"` → `"inference-tasks"` across all
`RbacDefinition` rows. Model the walk on `migrateAdminRole` in `src/mcpd/src/main.ts` (it iterates
`rbacRepo.findAll()` and rewrites `roleBindings` in place).
It must be **guarded so it runs exactly once** — a blanket rewrite on every boot would clobber
legitimate new work-item grants. Use the existing system-settings pattern: a boolean key in the
`mcpctl-system-settings` Secret (`SYSTEM_SETTINGS_SECRET` in
`src/mcpd/src/bootstrap/system-settings.ts`), read before the walk and written after. Wildcard
bindings (`resource: '*'`) are untouched — they already cover both.
Document the rename in `docs/inference-tasks.md`.
## CLI Changes
Two project rules govern every resource added here:
- Everything settable via `apply -f` **must** also be a `create` flag.
- `mcpctl get RESOURCE NAME -o yaml` **must** round-trip through `mcpctl apply -f`.
### New commands
```
mcpctl get epics|epictasks|tasks|repos|sessions [--project NAME]
mcpctl describe epic|epictask|task|repo|session NAME
mcpctl create epic|epictask|task|repo ...
mcpctl edit epic|epictask|task|repo NAME
mcpctl delete epic|epictask|task|repo NAME
mcpctl describe epic NAME # roadmap: epictask graph + per-node completeness
mcpctl tasks accept NAME [--note ..] # human accept gate → merge via provider API
mcpctl tasks reject NAME --note .. # → back to in_progress
mcpctl exec --project NAME AGENT -- bash
```
`mcpctl exec` semantics (design doc §10): exec drops the human into the **working environment** —
the cloned repos, branches, tools, and deps. It does **not** attach to the agent's reasoning loop.
The agent remains a separate process the human can still talk to.
### Files to touch
| Concern | File |
|---|---|
| Resource aliases | `src/cli/src/commands/shared.ts` `RESOURCE_ALIASES` |
| `get` columns + yaml kind | `src/cli/src/commands/get.ts` — row interfaces, `getColumnsForResource`, `RESOURCE_KIND`, `toApplyDocs` strip blocks |
| `describe` formatters | `src/cli/src/commands/describe.ts` — clean sections and tables, not key-value dumps |
| `create` subcommands | `src/cli/src/commands/create.ts` |
| `apply -f` | `src/cli/src/commands/apply.ts` — spec schemas, `ApplyConfigSchema` keys, `KIND_TO_RESOURCE`, dry-run counts, apply loops |
| `edit` | `src/cli/src/commands/edit.ts` `validResources` |
| Scoped fetch | `src/cli/src/index.ts` `fetchResource` / `fetchSingleResource` for `--project` scoping |
| Completions | `scripts/generate-completions.ts` `CANONICAL_RESOURCES` + `ALIAS_ENTRIES`, then `pnpm completions:generate` |
Completions are generated, never hand-edited; `src/cli/tests/completions.test.ts` runs the
generator with `--check` and fails on drift.
## Execution Substrate Changes
These are the primitives the design document assumes but mcpctl does not have. They gate step 2.
### 1. Ephemeral pods
`ContainerSpec` in `src/mcpd/src/services/orchestrator.ts` has only image, name, command, env,
ports, limits, labels, and network. `generatePodSpec` in
`src/mcpd/src/services/k8s/manifest-generator.ts` hardcodes `restartPolicy: 'Always'`, and no code
anywhere uses the Kubernetes Job API.
`ContainerSpec` must gain:
- `restartPolicy?: 'Always' | 'Never' | 'OnFailure'`
- `workdir?: string`
- `volumes?: Array<{ name: string; mountPath: string; kind: 'emptyDir' }>` — the session
workspace
- `initContainers?: Array<{ name; image; command; env?; volumeMounts? }>` — the repo-clone step
Both backends implement them: `KubernetesOrchestrator` and `DockerContainerManager`.
### 2. Session provisioning
A `SessionService` that: creates the `AgentSession` row; resolves the project's `CodeRepo` list and
their credentials through `SecretService` (resolution failure is fatal for the attempt, matching
`InstanceService.attemptStart`); builds a spec with an init container that clones each repo to its
`path` under the workspace volume and checks out the task branch; starts the pod; and transitions
the row to `running`.
Reaping runs as a GC sweep in the same style as the existing inference-task sweep in
`src/mcpd/src/main.ts`: sessions past `expiresAt` are stopped, removed, and marked `ended`. Note
these loops assume a single mcpd replica — there is no leader election, and this inherits that.
### 3. Exec surface
The hard part already exists. `McpOrchestrator` declares `execInContainer`, `execInteractive`, and
`attachInteractive`; `KubernetesOrchestrator` implements the latter two over `k8s.Exec` and
`k8s.Attach`, and `src/mcpd/src/services/transport/persistent-stdio.ts` uses them in production
today. This work is an **API and CLI surface over a proven primitive**: a one-shot exec route, a
WebSocket attach route with terminal resize and proper exit-code propagation, and the
`mcpctl exec` client.
### 4. Git provider client
No Gitea or GitHub API client, PR creation, or webhook handling exists in product code. PRs are
made today by the root-level `pr.sh` (curl against the Gitea API) or by an agent calling the
`gitea-mcp-server` MCP tool.
A `GitProvider` interface in mcpd with a Gitea driver: `createPullRequest`, `getPullRequest`,
`getCombinedStatus`, `mergePullRequest`. Credentials resolve from the `CodeRepo`'s Secret.
`pr.sh` is the reference for the endpoint shapes (`POST /api/v1/repos/:owner/:repo/pulls`).
A webhook receiver validates the provider signature and reopens the task on post-merge failure.
## AgentRuntime Interface
mcpctl builds an *interface*, not a runtime. `ChatService` is not a candidate — its tool loop is
capped at `MAX_ITERATIONS = 12` (clamped 1..50), which is a soft-DoS guard appropriate for chat
and far too small for a coding task.
```ts
export interface AgentRuntime {
startSession(opts: RuntimeSessionOpts): Promise<RuntimeSession>;
send(sessionId: string, message: string): Promise<void>;
status(sessionId: string): Promise<RuntimeStatus>;
result(sessionId: string): Promise<RuntimeResult>; // branch, head commit, summary
endSession(sessionId: string): Promise<void>;
}
```
Implementation #1 runs a battle-tested headless coding agent inside the session pod. It already
solves per-tool permission approval, git and branch mechanics, subagents, streaming, and MCP
client behaviour — all things the design document explicitly declines to rebuild. The persona is
delivered as prompt files in the container, which suits a file-aware coding runtime.
A second adapter is explicitly deferred; the interface exists so it stays possible.
## Task Lifecycle
```
todo → in_progress → building → self_testing
→ qa_review (feedback → in_progress)
→ security_review (feedback → in_progress)
→ sre_review (feedback → in_progress)
→ done → awaiting_review
accept → merged
reject → in_progress
merged --post-merge failure (webhook)--> reopened
```
Verification effort scales with `Task.risk`: `trivial` work may pass on a light self-check;
`high` engages all three review stages. The stages decide their own depth.
Transitions are guarded by a table of legal `(from, to)` pairs and applied as **compare-and-swap**
— `updateMany` with the expected `state` in the `where` clause, then check the affected-row count.
This is the same idiom `InferenceTaskRepository` uses so two racing claimants cannot both win.
Every transition appends a `TaskEvent`.
The human approval gate is **not** a per-tool tri-state. It is a task-level yes/no plus a comment
on the resolved outcome, and accepting it fires the merge. The human should not have to go to git.
## Testing Strategy
### Unit — `src/db/tests/`
- Schema tests per model (pattern: `skill-schema.test.ts`): create, unique constraints, cascade
behaviour on project/epic/task delete, `AgentProject` uniqueness.
- `clearAllTables` in `helpers.ts` covers every new model.
### Unit — `src/mcpd/tests/`
- Service tests: Epic done-criteria roll-up; EpicTask edge cycle rejection; task transition table
including every illegal pair; compare-and-swap under concurrent transition.
- Route tests per resource (pattern: `prompt-routes.test.ts`, `agent-routes.test.ts`).
- RBAC: the `tasks` → `inference-tasks` backfill runs once and is idempotent on a second boot;
a pre-existing `view:tasks` grant still authorizes `/api/v1/inference-tasks` afterwards and does
**not** authorize `/api/v1/tasks`; name-scoped grants resolve for all new resources.
- Orchestrator: `generatePodSpec` emits `restartPolicy`, workdir, volumes, and init containers.
- Git provider: Gitea driver against a mocked HTTP server.
### Unit — `src/cli/tests/`
- `get -o yaml` → `apply -f` round-trip for every new resource.
- `create` flag coverage: every field settable in `apply` has a matching flag.
- `completions.test.ts` assertions for the new resource words.
### Smoke — `src/mcplocal/tests/smoke/`
Every feature ships smoke tests. Follow the CRUD pattern in `personality.smoke.test.ts`: a
`Date.now().toString(36)` name suffix, a `healthz()` preflight that **skips rather than fails**
when the daemon is unreachable, `mcpctl --direct` shelling, and explicit `afterAll` cleanup.
- `epic.smoke.test.ts` — Epic → EpicTask → Task create/list/describe/delete against live mcpd.
- `repo.smoke.test.ts` — CodeRepo CRUD, credential reference resolves.
- `session.smoke.test.ts` — provision a session pod against the real cluster, confirm the repo is
cloned, exec a command, confirm the pod is reaped.
- `task-lifecycle.smoke.test.ts` — drive a task through the full transition chain including a
rejected accept-gate bounce.
When a smoke test fails, fix the environment (deploy, backend, RBAC) — never weaken the assertion.
## Deferred
Named here so the boundary is explicit. Each gets a single placeholder task with no detail, to be
expanded once the corresponding open questions in `docs/agentic-teams.md` §15 are closed.
- **Tier-2 vision critic and Epic-comparison.** A review-only, non-executing design/product
persona that judges the assembled result against the Epic in its native medium, producing
reopen / new-task / `exec` outcomes. Blocked on §15 Q13 (does this need render/screenshot
infrastructure, or can a design-aware persona judge from a structured artifact?).
- **Collaboration modes.** On-demand async standup (`mcpctl standup --project NAME`) and `exec`
as a workflow rather than a command. Blocked on §15 Q4 and Q5.
- **Confidence signal and escalation dashboard.** Evidence-anchored confidence (retrieve K similar
past tasks with their *outcomes*, ask how confident we are this resolves cleanly), thresholds
driving autonomy, and a single cross-project human decision queue. Blocked on §15 Q12
(web / TUI / CLI?). Retrieval quality is the crux — weak retrieval quietly poisons the model.
- **Memory and the coverage ledger.** Global per-agent memory plus per-project knowledge, and a
commit-pinned coverage ledger enabling delta-verification. Non-negotiable prerequisite:
invalidation when a covered region changes, or the ledger becomes false confidence. Keep the
trust boundary — the ledger is platform-verified machine fact; agent prose notes are opinion and
never the gate.
- **Script artifacts and the baseline scorecard.** Reusable executable `script` artifacts at task,
project, and agent scope, plus a provisioned baseline-rules scorecard. Blocked on §15 Q15 and
Q16. Watch the incentive integrity risk: reward *reused* tools, not tool proliferation.
## Implementation Phases
**Phase A — foundation (blocks everything)**
1. RBAC `tasks` namespace split, alias repoint, and the one-shot guarded binding backfill.
2. Prisma models Epic, EpicTask, EpicTaskEdge, Task, TaskVerdict, TaskEvent, CodeRepo,
AgentSession + enums + migration + `clearAllTables`.
3. `AgentProject` junction, with `Agent.projectId` kept in sync for one release.
**Phase B — mcpd CRUD**
4. Epic resource: repository, service, zod validation, routes, `main.ts` wiring, revision opt-in.
5. EpicTask resource plus the edge graph and cycle rejection.
6. Task resource plus the transition table and compare-and-swap transitions.
7. CodeRepo resource with credential resolution.
8. RBAC wiring for all new resources: `mapUrlToPermission`, `nameResolvers`, non-CRUD verb cases.
9. Backup and YAML kinds for the new resources — `BACKUP_KINDS`, `APPLY_ORDER`, `kindMap`, the
export loop, `serializeResource`, and `main.ts` `kindFromSegment` / `importResource` /
`deleteResource`. Fix the pre-existing gap where `skill` is missing from the latter two.
**Phase C — CLI**
10. `get` columns and `describe` formatters for all new resources.
11. `create`, `apply -f`, `edit`, `delete`, with the yaml round-trip test.
12. Shell completions and their guard test.
13. Roadmap view: `describe epic` rendering the epictask graph with per-node completeness.
**Phase D — execution substrate**
14. Extend `ContainerSpec` and both orchestrator backends with restart policy, workdir, volumes,
and init containers.
15. `SessionService`: provisioning, repo-clone init container, credential resolution, TTL and GC.
16. `AgentRuntime` interface plus adapter #1 running a headless coding agent in-pod.
17. Exec surface: one-shot exec route, WebSocket attach, and `mcpctl exec`.
**Phase E — lifecycle and PR**
18. Task lifecycle state machine, transition API, and `TaskEvent` log.
19. `GitProvider` interface plus the Gitea driver.
20. PR linkage and the human accept gate firing merge through the provider API.
21. QA / Security / SRE stage verdicts, risk-scaled, pinned to a commit.
22. Post-merge failure webhook reopening the task.
**Phase F — cross-cutting**
23. Documentation: `docs/epics.md`, `docs/tasks.md`, `docs/repos.md`, `docs/sessions.md`, the
README resources table, and the CLAUDE.md resource cheatsheet.
24. Smoke tests for every new resource plus the session and lifecycle flows.
**Phase G — deferred placeholders**
25. Tier-2 vision critic and Epic-comparison loop.
26. Collaboration modes: async standup and `exec` joint sessions.
27. Confidence signal and escalation dashboard.
28. Per-agent memory and the coverage ledger.
29. Script artifacts and the baseline scorecard.