Claude-Code-Workflow/.codex/skills/team-lifecycle/orchestrator.md

name, description, agents, phases

name	description	agents	phases
team-lifecycle	Full lifecycle orchestrator - spec/impl/test. Spawn-wait-close pipeline with inline discuss subagent, shared explore cache, fast-advance, and consensus severity routing.	analyst, writer, planner, executor, tester, reviewer, architect, fe-developer, fe-qa	5

Team Lifecycle Orchestrator

Full lifecycle team orchestration for specification, implementation, and testing workflows. The orchestrator drives a multi-agent pipeline through five phases: requirement clarification, session initialization, task chain creation, pipeline coordination (spawn/wait/close loop), and completion reporting.

Key design principles:

• Inline discuss subagent: Produce roles (analyst, writer, reviewer) call a discuss subagent internally rather than spawning a dedicated discussion agent. This halves spec pipeline beats from 12 to 6.
• Shared explore cache: All agents share a centralized explorations/ directory with cache-index.json, eliminating duplicate codebase exploration.
• Fast-advance spawning: After an agent completes, the orchestrator immediately spawns the next agent in a linear chain without waiting for a full coordination cycle.
• Consensus severity routing: Discussion verdicts route through HIGH/MEDIUM/LOW severity tiers, each with distinct orchestrator behavior (revision, warn-proceed, or pass-through).
• Beat model: Each pipeline step is a single beat -- spawn agent, wait for result, process output, spawn next. The orchestrator processes one beat per cycle, then yields.

---

Architecture

+-------------------------------------------------------------+
|  Team Lifecycle Orchestrator                                  |
|  Phase 1 -> Phase 2 -> Phase 3 -> Phase 4 -> Phase 5         |
|  Require    Init       Dispatch   Coordinate   Report         |
+----------+------------------------------------------------+--+
           |
     +-----+------+----------+-----------+-----------+
     v            v          v           v           v
+---------+ +---------+ +---------+ +---------+ +---------+
| Phase 1 | | Phase 2 | | Phase 3 | | Phase 4 | | Phase 5 |
| Require | | Init    | | Dispatch| | Coord   | | Report  |
+---------+ +---------+ +---------+ +---------+ +---------+
     |            |          |          |||          |
  params       session     tasks     agents      summary
                                    /  |  \
                              spawn  wait  close
                              /        |        \
                       +------+   +-------+   +--------+
                       |agent1|   |agent2 |   |agent N |
                       +------+   +-------+   +--------+
                          |           |            |
                     (may call discuss/explore subagents internally)

Phase 4 Beat Cycle (single beat):

  event (phase advance / user resume)
      |
      v
  [Orchestrator]
      +-- read state file
      +-- find ready tasks (pending + all blockers completed)
      +-- spawn agent(s) for ready task(s)
      +-- wait(agent_ids, timeout)
      +-- process results (consensus routing, artifacts)
      +-- update state file
      +-- close completed agents
      +-- fast-advance: immediately spawn next if linear successor
      +-- yield (wait for next event or user command)

---

Agent Registry

Agent	Role File	Responsibility	Pattern
analyst	~/.codex/agents/analyst.md	Seed analysis, context gathering, DISCUSS-001	2.8 Inline Subagent
writer	~/.codex/agents/writer.md	Document generation, DISCUSS-002 to DISCUSS-005	2.8 Inline Subagent
planner	~/.codex/agents/planner.md	Multi-angle exploration, plan generation	2.9 Cached Exploration
executor	~/.codex/agents/executor.md	Code implementation	2.1 Standard
tester	~/.codex/agents/tester.md	Test-fix cycles	2.3 Deep Interaction
reviewer	~/.codex/agents/reviewer.md	Code review + spec quality, DISCUSS-006	2.8 Inline Subagent
architect	~/.codex/agents/architect.md	Architecture consulting (on-demand)	2.1 Standard
fe-developer	~/.codex/agents/fe-developer.md	Frontend implementation	2.1 Standard
fe-qa	~/.codex/agents/fe-qa.md	Frontend QA, GC loop	2.3 Deep Interaction

All agent role files MUST be deployed to ~/.codex/agents/ before use. Pattern 2.8 = agent internally spawns discuss subagent for multi-perspective critique. Pattern 2.9 = agent uses shared explore cache before work. Pattern 2.3 = orchestrator may use send_input for iterative correction loops.

---

Subagent Registry

Subagent	Agent File	Callable By	Purpose
discuss	~/.codex/agents/discuss-agent.md	analyst, writer, reviewer	Multi-perspective critique via CLI tools
explore	~/.codex/agents/explore-agent.md	analyst, planner, any agent	Codebase exploration with shared cache

Subagents are spawned by agents themselves (not by the orchestrator). An agent reads the subagent spec, spawns it inline via spawn_agent, waits for the result, and closes it. The orchestrator never directly manages subagent lifecycle.

---

Fast-Advance Spawning

After wait() returns a completed agent result, the orchestrator checks whether the next pipeline step is a simple linear successor (exactly one task becomes ready, no parallel window, no checkpoint).

Decision table:

Condition	Action
1 ready task, simple linear successor, no checkpoint	Immediately spawn_agent for next task (fast-advance)
Multiple ready tasks (parallel window)	Spawn all ready tasks in batch, then wait on all
No ready tasks, other agents still running	Yield, wait for those agents to complete
No ready tasks, nothing running	Pipeline complete, proceed to Phase 5
Checkpoint task completed (e.g., QUALITY-001)	Pause, output checkpoint message, wait for user

Fast-advance failure recovery: When the orchestrator detects that a fast-advanced agent has failed (wait returns error or timeout with no result):

1. Record failure in state file
2. Mark that task as "pending" again in state
3. Spawn a fresh agent for the same task
4. If the same task fails 3+ times, pause pipeline and report to user

---

Consensus Severity Routing

When a produce agent (analyst, writer, reviewer) reports a discuss result, the orchestrator parses the verdict from the agent output.

Output format from agents (written to their artifact, also in wait() result):

DISCUSS_RESULT:
- verdict: <consensus_reached | consensus_blocked>
- severity: <HIGH | MEDIUM | LOW>
- average_rating: <N>/5
- divergences: <summary>
- action_items: <list>
- recommendation: <revise | proceed-with-caution | escalate>
- discussion_path: <path-to-discussion-record>

Routing table:

Verdict	Severity	Orchestrator Action
consensus_reached	-	Proceed normally, fast-advance to next task
consensus_blocked	LOW	Treat as reached with notes, proceed normally
consensus_blocked	MEDIUM	Log warning to wisdom/issues.md, include divergence in next task context, proceed
consensus_blocked	HIGH	Create revision task (see below) OR pause for user
consensus_blocked	HIGH (DISCUSS-006)	Always pause for user decision (final sign-off gate)

Revision task creation (HIGH severity, not DISCUSS-006):

// Add revision entry to state file
const revisionTask = {
  id: "<original-task-id>-R1",
  owner: "<same-agent-role>",
  blocked_by: [],
  description: "Revision of <original-task-id>: address consensus-blocked divergences.\n"
    + "Session: <session-dir>\n"
    + "Original artifact: <artifact-path>\n"
    + "Divergences: <divergence-details>\n"
    + "Action items: <action-items-from-discuss>\n"
    + "InlineDiscuss: <same-round-id>",
  status: "pending",
  is_revision: true
}

// Max 1 revision per task. If already revised once, pause for user.
if (stateHasRevision(originalTaskId)) {
  // Pause pipeline, ask user
} else {
  // Insert revision task into state, spawn agent
}

---

Phase Execution

Phase	File	Summary
Phase 1	phases/01-requirement-clarification.md	Parse user input, detect mode, frontend auto-detection, gather parameters
Phase 2	phases/02-team-initialization.md	Create session directory, initialize state file, wisdom, explore cache
Phase 3	phases/03-task-chain-creation.md	Build pipeline task chain based on mode, write to state file
Phase 4	phases/04-pipeline-coordination.md	Main spawn/wait/close loop, fast-advance, consensus routing, checkpoints
Phase 5	phases/05-completion-report.md	Summarize results, list artifacts, offer next steps

Phase 0: Session Resume Check (before Phase 1)

Before entering Phase 1, the orchestrator checks for interrupted sessions:

1. Scan .workflow/.team/TLS-*/team-session.json for files with status: "active" or status: "paused"
2. No sessions found -> proceed to Phase 1
3. Single session found -> resume it (Session Reconciliation below)
4. Multiple sessions found -> ask user to select

Session Reconciliation (when resuming):

1. Read state file -> get pipeline state
2. For each task in state file:
   • If status is "in_progress" but no agent is running -> reset to "pending" (interrupted)
   • If status is "completed" -> verify artifact exists
3. Rebuild task readiness from reconciled state
4. Proceed to Phase 4 with reconciled state (spawn ready tasks)

---

Pipeline Definitions

Spec-only (6 beats)

RESEARCH-001(+D1) -> DRAFT-001(+D2) -> DRAFT-002(+D3) -> DRAFT-003(+D4) -> DRAFT-004(+D5) -> QUALITY-001(+D6)

Each task includes inline discuss. (+DN) = inline discuss round N executed by the agent internally.

Impl-only (3 beats with parallel window)

PLAN-001 -> IMPL-001 -> TEST-001 || REVIEW-001

TEST-001 and REVIEW-001 run in parallel after IMPL-001 completes.

Full-lifecycle (9 beats)

[Spec pipeline: RESEARCH-001 -> DRAFT-001 -> ... -> QUALITY-001]
    |
    CHECKPOINT: pause for user confirmation
    |
PLAN-001(blockedBy: QUALITY-001) -> IMPL-001 -> TEST-001 || REVIEW-001

FE-only (3 beats)

PLAN-001 -> DEV-FE-001 -> QA-FE-001

GC loop: if QA-FE verdict is NEEDS_FIX, dynamically create DEV-FE-002 -> QA-FE-002 (max 2 rounds).

Fullstack (4 beats with dual parallel)

PLAN-001 -> IMPL-001 || DEV-FE-001 -> TEST-001 || QA-FE-001 -> REVIEW-001

REVIEW-001 is blocked by both TEST-001 and QA-FE-001.

Full-lifecycle-FE (12 tasks)

[Spec pipeline] -> PLAN-001 -> IMPL-001 || DEV-FE-001 -> TEST-001 || QA-FE-001 -> REVIEW-001

PLAN-001 blockedBy QUALITY-001. Spec-to-impl checkpoint applies.

---

Task Metadata Registry

Task ID	Agent	Phase	Dependencies	Description	Inline Discuss
RESEARCH-001	analyst	spec	(none)	Seed analysis and context gathering	DISCUSS-001
DRAFT-001	writer	spec	RESEARCH-001	Generate Product Brief	DISCUSS-002
DRAFT-002	writer	spec	DRAFT-001	Generate Requirements/PRD	DISCUSS-003
DRAFT-003	writer	spec	DRAFT-002	Generate Architecture Document	DISCUSS-004
DRAFT-004	writer	spec	DRAFT-003	Generate Epics and Stories	DISCUSS-005
QUALITY-001	reviewer	spec	DRAFT-004	5-dimension spec quality + sign-off	DISCUSS-006
PLAN-001	planner	impl	(none or QUALITY-001)	Multi-angle exploration and planning	-
IMPL-001	executor	impl	PLAN-001	Code implementation	-
TEST-001	tester	impl	IMPL-001	Test-fix cycles	-
REVIEW-001	reviewer	impl	IMPL-001	4-dimension code review	-
DEV-FE-001	fe-developer	impl	PLAN-001	Frontend implementation	-
QA-FE-001	fe-qa	impl	DEV-FE-001	5-dimension frontend QA	-

---

Cadence Control

Beat Model

Event-driven pipeline. Each beat = orchestrator processes one event -> spawns agent(s) -> waits -> processes result -> yields.

Beat Cycle (single beat)
======================================================================
  Event                 Orchestrator                  Agents
----------------------------------------------------------------------
  advance/resume --> +- read state file ------+
                     |  find ready tasks       |
                     |  spawn agent(s) --------+--> [Agent A] executes
                     |  wait(ids, timeout) ----+--> [Agent B] executes
                     +- process results -------+         |
                     |  update state file      |         |
                     |  close agents           |         |
                     +- yield -----------------+         |
                                                         |
  next beat <--- result from wait() <-------------------+
======================================================================

  Fast-Advance (skips full yield for linear successors)
======================================================================
  [Agent A] completes via wait()
    +- 1 ready task? simple linear successor?
    |   YES -> spawn Agent B immediately, enter wait() again
    |   NO  -> yield, wait for user/event
======================================================================

Pipeline Beat View

Spec-only (6 beats, was 12 in v3)
-------------------------------------------------------
Beat  1         2         3         4         5         6
      |         |         |         |         |         |
    R1+D1 --> W1+D2 --> W2+D3 --> W3+D4 --> W4+D5 --> Q1+D6
    ^                                                     ^
  pipeline                                            sign-off
   start                                               pause

R=RESEARCH  W=DRAFT(writer)  Q=QUALITY  D=DISCUSS(inline)

Impl-only (3 beats, with parallel window)
-------------------------------------------------------
Beat  1         2              3
      |         |         +----+----+
      PLAN --> IMPL --> TEST || REVIEW    <-- parallel window
                         +----+----+
                           pipeline
                            done

Full-lifecycle (9 beats)
-------------------------------------------------------
Beat 1-6: [Spec pipeline as above]
                                    |
Beat 6 (Q1+D6 done):      CHECKPOINT -- user confirms then resume
                                    |
Beat 7      8           9
 PLAN --> IMPL --> TEST || REVIEW

Fullstack (with dual parallel windows)
-------------------------------------------------------
Beat  1              2                    3                4
      |         +----+----+         +----+----+           |
      PLAN --> IMPL || DEV-FE --> TEST || QA-FE -->  REVIEW
              ^                ^                   ^
         parallel 1       parallel 2          sync barrier

Checkpoints

Trigger	Position	Behavior
Spec-to-impl transition	QUALITY-001 completed	Pause, output "SPEC PHASE COMPLETE", wait for user
GC loop max reached	QA-FE max 2 rounds	Stop iteration, report current QA state
Pipeline stall	No ready + no running	Check for missing tasks, report to user
DISCUSS-006 HIGH severity	Final sign-off	Always pause for user decision

Stall Detection

Check	Condition	Resolution
Agent unresponsive	wait() timeout on active agent	Close agent, reset task to pending, respawn
Pipeline deadlock	No ready + no running + has pending	Inspect blocked_by chains, report blockage to user
GC loop exceeded	DEV-FE / QA-FE iteration > 2 rounds	Terminate loop, output latest QA report
Fast-advance orphan	Task is "in_progress" in state but agent closed	Reset to pending, respawn

---

Agent Spawn Template

When the orchestrator spawns an agent for a pipeline task, it uses this template:

const agentId = spawn_agent({
  message: `
## TASK ASSIGNMENT

### MANDATORY FIRST STEPS (Agent Execute)
1. **Read role definition**: ~/.codex/agents/<agent-role>.md (MUST read first)
2. Read session state: <session-dir>/team-session.json
3. Read wisdom files: <session-dir>/wisdom/*.md (if exists)

---

## Session
Session directory: <session-dir>
Task ID: <task-id>
Pipeline mode: <mode>

## Scope
<scope-description>

## Task
<task-description>

## InlineDiscuss
<discuss-round-id or "none">

## Dependencies
Completed predecessors: <list of completed task IDs and their artifact paths>

## Constraints
- Only process <PREFIX>-* tasks
- All output prefixed with [<agent-role>] tag
- Write artifacts to <session-dir>/<artifact-subdir>/
- Before each major output, read wisdom files for cross-task knowledge
- After task completion, write discoveries to <session-dir>/wisdom/
- If InlineDiscuss is set, call discuss subagent after primary artifact creation

## Completion Protocol
When work is complete, output EXACTLY:

TASK_COMPLETE:
- task_id: <task-id>
- status: <success | failed>
- artifact: <path-to-primary-artifact>
- discuss_verdict: <consensus_reached | consensus_blocked | none>
- discuss_severity: <HIGH | MEDIUM | LOW | none>
- summary: <one-line summary>
`
})

---

Session Directory

.workflow/.team/TLS-<slug>-<date>/
+-- team-session.json           # Pipeline state (replaces TaskCreate/TaskList)
+-- spec/                       # Spec artifacts
|   +-- spec-config.json
|   +-- discovery-context.json
|   +-- product-brief.md
|   +-- requirements/
|   +-- architecture/
|   +-- epics/
|   +-- readiness-report.md
|   +-- spec-summary.md
+-- discussions/                # Discussion records (written by discuss subagent)
+-- plan/                       # Plan artifacts
|   +-- plan.json
|   +-- tasks/                  # Detailed task specs
+-- explorations/               # Shared explore cache
|   +-- cache-index.json        # { angle -> file_path }
|   +-- explore-<angle>.json
+-- architecture/               # Architect assessments + design-tokens.json
+-- analysis/                   # Analyst design-intelligence.json (UI mode)
+-- qa/                         # QA audit reports
+-- wisdom/                     # Cross-task knowledge accumulation
|   +-- learnings.md            # Patterns and insights
|   +-- decisions.md            # Architecture and design decisions
|   +-- conventions.md          # Codebase conventions
|   +-- issues.md               # Known risks and issues
+-- shared-memory.json          # Cross-agent state

---

State File Schema (team-session.json)

The state file replaces Claude's TaskCreate/TaskList/TaskGet/TaskUpdate system. The orchestrator owns this file exclusively.

{
  "session_id": "TLS-<slug>-<date>",
  "mode": "<spec-only | impl-only | full-lifecycle | fe-only | fullstack | full-lifecycle-fe>",
  "scope": "<project description>",
  "status": "<active | paused | completed>",
  "started_at": "<ISO8601>",
  "updated_at": "<ISO8601>",
  "tasks_total": 0,
  "tasks_completed": 0,
  "pipeline": [
    {
      "id": "RESEARCH-001",
      "owner": "analyst",
      "status": "pending | in_progress | completed | failed",
      "blocked_by": [],
      "description": "...",
      "inline_discuss": "DISCUSS-001",
      "agent_id": null,
      "artifact_path": null,
      "discuss_verdict": null,
      "discuss_severity": null,
      "started_at": null,
      "completed_at": null,
      "revision_of": null,
      "revision_count": 0
    }
  ],
  "active_agents": [],
  "completed_tasks": [],
  "revision_chains": {},
  "wisdom_entries": [],
  "checkpoints_hit": [],
  "gc_loop_count": 0
}

---

Session Resume

When the orchestrator detects an existing active/paused session:

1. Read team-session.json from session directory
2. For each task with status "in_progress":
   • No matching active agent -> task was interrupted -> reset to "pending"
   • Has matching active agent -> verify agent is still alive (attempt wait with 0 timeout)
3. Reconcile: ensure all expected tasks for the mode exist in state
4. Create missing tasks with correct blocked_by dependencies
5. Verify dependency chain integrity (no cycles, no dangling references)
6. Update state file with reconciled state
7. Proceed to Phase 4 to spawn ready tasks

---

User Commands

During pipeline execution, the user may issue commands:

Command	Action
check / status	Output execution status graph (read-only, no advancement)
resume / continue	Check agent states, advance pipeline
New session request	Phase 0 detects, enters normal Phase 1-5 flow

Status graph output format:

[orchestrator] Pipeline Status
[orchestrator] Mode: <mode> | Progress: <completed>/<total> (<percent>%)

[orchestrator] Execution Graph:
  Spec Phase: (if applicable)
    [V RESEARCH-001(+D1)] -> [V DRAFT-001(+D2)] -> [>>> DRAFT-002(+D3)]
    -> [o DRAFT-003(+D4)] -> [o DRAFT-004(+D5)] -> [o QUALITY-001(+D6)]
  Impl Phase: (if applicable)
    [o PLAN-001]
      +- BE: [o IMPL-001] -> [o TEST-001] -> [o REVIEW-001]
      +- FE: [o DEV-FE-001] -> [o QA-FE-001]

  V=completed  >>>=running  o=pending  .=not created

[orchestrator] Active Agents:
  > <task-id> (<agent-role>) - running <elapsed>

[orchestrator] Ready to spawn: <task-ids>
[orchestrator] Commands: 'resume' to advance | 'check' to refresh

---

Lifecycle Management

Timeout Protocol

Phase	Timeout	On Timeout
Phase 1 (requirements)	None (interactive)	N/A
Phase 2 (init)	60s	Fail with error
Phase 3 (dispatch)	60s	Fail with error
Phase 4 per agent	15 min (spec agents), 30 min (impl agents)	Send convergence request via send_input, wait 2 min more, then close
Phase 5 (report)	60s	Output partial report

Convergence request (sent via send_input on timeout):

send_input({
  id: <agent-id>,
  message: `
## TIMEOUT NOTIFICATION

Execution timeout reached. Please:
1. Save all current progress to artifact files
2. Output TASK_COMPLETE with status: partial
3. Include summary of completed vs remaining work
`
})

Cleanup Protocol

When the pipeline completes (or is aborted):

// Close all active agents
for (const agentEntry of state.active_agents) {
  try {
    close_agent({ id: agentEntry.agent_id })
  } catch (e) {
    // Agent already closed, ignore
  }
}

// Update state file
state.status = "completed"  // or "aborted"
state.updated_at = new Date().toISOString()
// Write state file

---

Error Handling

Scenario	Detection	Resolution
Agent timeout	wait() returns timed_out	send_input convergence request, retry wait 2 min, then close + reset task
Agent crash / unexpected close	wait() returns error status	Reset task to pending, respawn agent (max 3 retries)
3+ failures on same task	Retry count in state file	Pause pipeline, report to user
Fast-advance orphan	Task in_progress but no active agent and > 5 min elapsed	Reset to pending, respawn
Consensus blocked HIGH	DISCUSS_RESULT parsed from agent output	Create revision task (max 1) or pause
Consensus blocked HIGH on DISCUSS-006	Same as above but final sign-off round	Always pause for user
Revision also blocked	Revision task returns blocked HIGH	Pause pipeline, escalate to user
Session file corrupt	JSON parse error	Attempt recovery from last known good state, or report error
Pipeline stall	No ready + no running + has pending	Inspect blocked_by, report blockage details
Unknown agent output format	TASK_COMPLETE not found in wait result	Log warning, attempt to extract status, mark as partial
Duplicate task in state	Task ID already exists during dispatch	Skip creation, log warning
Missing dependency	blocked_by references non-existent task	Log error, halt pipeline

---

Frontend Auto-Detection

During Phase 1, the orchestrator detects whether frontend work is needed:

Signal	Detection	Pipeline Upgrade
FE keywords in description	Match: component, page, UI, React, Vue, CSS, HTML, Tailwind, Svelte, Next.js, Nuxt, shadcn, design system	impl-only -> fe-only or fullstack
BE keywords also present	Match: API, database, server, endpoint, backend, middleware	impl-only -> fullstack
FE framework in project	Detect react/vue/svelte/next in package.json	full-lifecycle -> full-lifecycle-fe

---

Inline Discuss Protocol (for agents)

Produce agents (analyst, writer, reviewer) call the discuss subagent after completing their primary artifact. The protocol is documented here for reference; each agent's role file contains the specific invocation.

Discussion round mapping:

Agent	After Task	Discuss Round	Perspectives
analyst	RESEARCH-001	DISCUSS-001	product, risk, coverage
writer	DRAFT-001	DISCUSS-002	product, technical, quality, coverage
writer	DRAFT-002	DISCUSS-003	quality, product, coverage
writer	DRAFT-003	DISCUSS-004	technical, risk
writer	DRAFT-004	DISCUSS-005	product, technical, quality, coverage
reviewer	QUALITY-001	DISCUSS-006	all 5 (product, technical, quality, risk, coverage)

Agent-side discuss invocation (inside the agent, not orchestrator):

// Agent spawns discuss subagent internally
const discussId = spawn_agent({
  message: `
## MANDATORY FIRST STEPS (Agent Execute)
1. **Read agent definition**: ~/.codex/agents/discuss-agent.md (MUST read first)

---

## Multi-Perspective Critique: <round-id>

### Input
- Artifact: <artifact-path>
- Round: <round-id>
- Perspectives: <perspective-list>
- Session: <session-dir>
- Discovery Context: <session-dir>/spec/discovery-context.json

### Execution
Per-perspective CLI analysis -> divergence detection -> consensus determination -> write record.

### Output
Write discussion record to: <session-dir>/discussions/<round-id>-discussion.md
Return verdict summary with: verdict, severity, average_rating, action_items, recommendation.
`
})

const discussResult = wait({ ids: [discussId], timeout_ms: 300000 })
close_agent({ id: discussId })
// Agent includes discuss result in its TASK_COMPLETE output

---

Shared Explore Protocol (for agents)

Any agent needing codebase context calls the explore subagent. Results are cached in explorations/.

Agent-side explore invocation (inside the agent, not orchestrator):

// Agent spawns explore subagent internally
const exploreId = spawn_agent({
  message: `
## MANDATORY FIRST STEPS (Agent Execute)
1. **Read agent definition**: ~/.codex/agents/explore-agent.md (MUST read first)

---

## Explore Codebase

Query: <query>
Focus angle: <angle>
Keywords: <keyword-list>
Session folder: <session-dir>

## Cache Check
1. Read <session-dir>/explorations/cache-index.json (if exists)
2. If matching angle found AND file exists -> return cached result
3. If not found -> proceed to exploration

## Output
Write JSON to: <session-dir>/explorations/explore-<angle>.json
Update cache-index.json with new entry.
Return summary: file count, pattern count, top 5 files, output path.
`
})

const exploreResult = wait({ ids: [exploreId], timeout_ms: 300000 })
close_agent({ id: exploreId })

Cache lookup rules:

Condition	Action
Exact angle match exists in cache-index.json	Return cached result
No match	Execute exploration, cache result
Cache file missing but index has entry	Remove stale entry, re-explore

---

Wisdom Accumulation

Cross-task knowledge accumulation. Orchestrator creates wisdom/ at session init.

Directory:

<session-dir>/wisdom/
+-- learnings.md      # Patterns and insights discovered
+-- decisions.md      # Architecture and design decisions made
+-- conventions.md    # Codebase conventions identified
+-- issues.md         # Known risks and issues flagged

Agent responsibilities:

• On start: read all wisdom files for cross-task context
• During work: append discoveries to appropriate wisdom file
• On complete: include significant findings in TASK_COMPLETE summary

---

Role Isolation Rules

Allowed	Prohibited
Agent processes only its own prefix tasks	Processing other agents' tasks
Agent communicates results via TASK_COMPLETE output	Direct agent-to-agent communication
Agent calls discuss/explore subagents internally	Agent modifying orchestrator state file
Agent writes artifacts to its designated directory	Agent writing to other agents' directories
Agent reads wisdom files and shared-memory.json	Agent deleting or overwriting other agents' artifacts

Orchestrator additionally prohibited: directly write/modify code, call implementation tools, execute analysis/test/review work.

---

GC Loop (Frontend QA)

For FE pipelines, QA-FE may trigger a fix-retest cycle:

Round 1: DEV-FE-001 -> QA-FE-001
  QA-FE verdict: NEEDS_FIX?
    YES -> Round 2: DEV-FE-002(blocked_by: QA-FE-001) -> QA-FE-002(blocked_by: DEV-FE-002)
    QA-FE-002 verdict: NEEDS_FIX?
      YES -> max rounds reached (2), stop loop, report current state
      NO  -> proceed to next pipeline step
    NO -> proceed to next pipeline step

The orchestrator dynamically adds DEV-FE-NNN and QA-FE-NNN tasks to the state file when a GC loop iteration is needed.

---

Mode-to-Pipeline Quick Reference

Mode	Total Tasks	First Task	Checkpoint
spec-only	6	RESEARCH-001	None (QUALITY-001 is final)
impl-only	4	PLAN-001	None
fe-only	3 (+GC)	PLAN-001	None
fullstack	6	PLAN-001	None
full-lifecycle	10	RESEARCH-001	After QUALITY-001
full-lifecycle-fe	12 (+GC)	RESEARCH-001	After QUALITY-001

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Shared Spec Resources

Resource	Path (relative to skill)	Usage
Document Standards	specs/document-standards.md	YAML frontmatter, naming, structure
Quality Gates	specs/quality-gates.md	Per-phase quality gates
Product Brief Template	templates/product-brief.md	DRAFT-001
Requirements Template	templates/requirements-prd.md	DRAFT-002
Architecture Template	templates/architecture-doc.md	DRAFT-003
Epics Template	templates/epics-template.md	DRAFT-004