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Agent Orchestration
Skill

/develop

Chorus Development workflow — claim tasks, report work, manage sessions, and integrate with Pi subagents.

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chorus
1.2k44 skills7 agents4 commands1 MCP

Claude Code

$ npx -y skills add Chorus-AIDLC/Chorus --skill develop --agent claude-code

SKILL.md

develop.SKILL.md
name: develop
description: Chorus Development workflow — claim tasks, report work, manage sessions, and integrate with Pi subagents.
license: AGPL-3.0
metadata:
  author: chorus
  version: "0.24.0"
  category: project-management
  mcp_server: chorus

Develop Skill

This skill covers the **Development** stage of the AI-DLC workflow: claiming Tasks, writing code, reporting progress, submitting for verification, and managing sessions for sub-agent observability.

---

Session scope for CLI daemon wakes

These rules apply only to wakes handled by an updated Chorus CLI daemon that honors the server-delivered SSE `sessionId`. They do not upgrade OpenClaw, Hermes, or dsh-native session routing; those native runtimes retain their existing behavior. Older daemons may fall back to legacy entity/Idea routing, so do not assume task/review isolation there.

  • **Task work:** `task:<uuid>` is a task-scoped session with no Idea-session memory. Fetch the current task, its proposal and documents, and its direct Idea from Chorus before starting work; do not rely on the orchestrator's conversation. Sibling tasks of the same Idea can run concurrently for one agent and may share the working directory. Before editing when siblings share the cwd, work in your own git worktree; the daemon does not create one for you.
  • **Review work:** a Team review request sent with `chorus_request_review` uses `review:<type>:<uuid>`, where type is `proposal`, `task`, or `idea` (a code review targets the Idea). It is a read-only review-scoped session with no development-session memory. Fetch the target and current reviewer protocol/context before reviewing; do not implement fixes or perform lifecycle writes. A re-review by the same reviewer of the same target resumes the same review session, preserving review history rather than development memory.
  • **Orchestration:** elaboration, proposal work, Start Development, Yolo, and orchestration stay in the bare direct-Idea UUID session (`<directIdeaUuid>`, not `idea:<uuid>`). An orchestrator also assigned a task uses `task:<uuid>` only for task-start/reopen work; its other task wakes (comments, mentions, PASS/FAIL VERDICT replies, Team handoffs) stay in the Idea session. Human instructions, operations, and research requests always use the Idea session, even for a task's developer.

These are backend conversation and wake-queue anchors, not the Chorus Agent Session `sessionUuid` used by session check-in tools. Session separation does not isolate files or change the host's existing session check-in lifecycle.

Overview

Developer Agents take Tasks created by PM Agents (via `/proposal`) and turn them into working code. Each task follows:

claim --> in_progress --> report work --> self-check AC --> submit for verify --> Admin /review

For multi-agent parallel execution, Chorus integrates with Pi subagents (parallel workers) with full session-based observability.

---

Tools

**Task Lifecycle:**

| Tool | Purpose | |------|---------| | `chorus_claim_task` | Claim an open task (open -> assigned) | | `chorus_release_task` | Release a claimed task (assigned -> open) | | `chorus_update_task` | Update task status (in_progress / to_verify) | | `chorus_submit_for_verify` | Submit task for admin verification with summary |

**Work Reporting:**

| Tool | Purpose | |------|---------| | `chorus_report_work` | Report progress or completion (writes comment + records activity, with optional status update) |

**Acceptance Criteria:**

| Tool | Purpose | |------|---------| | `chorus_report_criteria_self_check` | Report self-check results (passed/failed + optional evidence) on structured acceptance criteria |

**Session (sub-agents only — main agent skips these):**

| Tool | Purpose | |------|---------| | `chorus_session_checkin_task` | Checkin to a task before starting work | | `chorus_session_checkout_task` | Checkout from a task when work is done |

Sub-agents: always pass `sessionUuid` to `chorus_update_task` and `chorus_report_work` for attribution. Main agent / Team Lead: call these tools without `sessionUuid` — no session needed.

**Shared tools** (checkin, query, comment, search, notifications): see `/chorus`

---

Workflow

Step 1: Check In

chorus_checkin()

Review your persona, current assignments, and pending work counts.

Step 1.5: Get Your Session (Sub-Agents Only)

**Skip if you are the main agent or Team Lead.**

If you are a **sub-agent** (dispatched via the `subagent` tool), the Chorus extension automatically creates your session and injects it into your task prompt — look for a `--- Chorus session (auto-injected) ---` section containing your `Session UUID`. Keep it for all task operations.

Step 2: Find Work

chorus_get_available_tasks({ projectUuid: "<project-uuid>" })

Or check existing assignments:

chorus_get_my_assignments()

Step 3: Claim a Task

chorus_get_task({ taskUuid: "<task-uuid>" })  # Review first
chorus_claim_task({ taskUuid: "<task-uuid>" })

Check: description, acceptance criteria, priority, story points, related proposal/documents.

Step 4: Gather Context

Each task and proposal includes a `commentCount` field — use it to decide which entities have discussions worth reading.

1. **Read the task** and identify dependencies:

   chorus_get_task({ taskUuid: "<task-uuid>" })

Pay attention to `dependsOn` (upstream tasks) and `commentCount`.

2. **Read task comments** (contains previous work reports, progress, feedback):

   chorus_get_comments({ targetType: "task", targetUuid: "<task-uuid>" })

3. **Review upstream dependency tasks** — your work likely builds on theirs:

   chorus_get_task({ taskUuid: "<dependency-task-uuid>" })
   chorus_get_comments({ targetType: "task", targetUuid: "<dependency-task-uuid>" })

Look for: files created, API contracts, interfaces, trade-offs.

4. **Read the originating proposal** for design intent:

   chorus_
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The Agent Harness for AI-Human Collaboration, inspired by the AI-DLC (AI-Driven Development Lifecycle)

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Questions about develop.

Which coding agents can use develop?
develop installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.