Claude Code Agent Development
anthropics/claude-plugins-official
Explains how to write agents for Claude Code plugins: the markdown file with YAML frontmatter, trigger descriptions, model and color settings, and system prompt design.
Chorus Development workflow — claim tasks, report work, manage sessions, and integrate with Pi subagents.
$ npx skills add Chorus-AIDLC/Chorus --skill develop -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Chorus-AIDLC/Chorus develop --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/Chorus-AIDLC/Chorus.git skills-src && mkdir -p .claude/skills && cp -r skills-src/packages/chorus-pi/skills/develop .claude/skills/develop && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "develop" agent skill from https://github.com/Chorus-AIDLC/Chorus/tree/main/packages/chorus-pi/skills/develop into .claude/skills/develop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "develop", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/Chorus-AIDLC/Chorus/tree/main/packages/chorus-pi/skills/developType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add Chorus-AIDLC/Chorus --skill develop -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Chorus-AIDLC/Chorus develop --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Chorus-AIDLC/Chorus.git skills-src && mkdir -p .agents/skills && cp -r skills-src/packages/chorus-pi/skills/develop .agents/skills/develop && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "develop" agent skill from https://github.com/Chorus-AIDLC/Chorus/tree/main/packages/chorus-pi/skills/develop into .agents/skills/develop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "develop", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Chorus-AIDLC/Chorus --skill develop -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Chorus-AIDLC/Chorus develop --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Chorus-AIDLC/Chorus.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/packages/chorus-pi/skills/develop .cursor/skills/develop && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "develop" agent skill from https://github.com/Chorus-AIDLC/Chorus/tree/main/packages/chorus-pi/skills/develop into .cursor/skills/develop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "develop", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/Chorus-AIDLC/Chorus.git --path packages/chorus-pi/skills/develop--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add Chorus-AIDLC/Chorus --skill develop -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Chorus-AIDLC/Chorus develop --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Chorus-AIDLC/Chorus.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/packages/chorus-pi/skills/develop .gemini/skills/develop && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "develop" agent skill from https://github.com/Chorus-AIDLC/Chorus/tree/main/packages/chorus-pi/skills/develop into .gemini/skills/develop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "develop", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install Chorus-AIDLC/Chorus developInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add Chorus-AIDLC/Chorus --skill develop -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Chorus-AIDLC/Chorus.git skills-src && mkdir -p .github/skills && cp -r skills-src/packages/chorus-pi/skills/develop .github/skills/develop && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "develop" agent skill from https://github.com/Chorus-AIDLC/Chorus/tree/main/packages/chorus-pi/skills/develop into .github/skills/develop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "develop", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add Chorus-AIDLC/Chorus --skill develop -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Chorus-AIDLC/Chorus develop --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Chorus-AIDLC/Chorus.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/packages/chorus-pi/skills/develop .opencode/skills/develop && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "develop" agent skill from https://github.com/Chorus-AIDLC/Chorus/tree/main/packages/chorus-pi/skills/develop into .opencode/skills/develop/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "develop", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
developChorus Development workflow — claim tasks, report work, manage sessions, and integrate with Pi subagents.
Develop is an agent skill from Chorus-AIDLC/Chorus. Chorus Development workflow — claim tasks, report work, manage sessions, and integrate with Pi subagents.
Its SKILL.md is about 6.2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Agent Workflows, covering Subagents. The repository describes itself as: The Agent Harness for AI-Human Collaboration, inspired by the AI-DLC (AI-Driven Development Lifecycle). The licence is AGPL-3.0.
12 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit 4754822. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
github.comFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Develop loads about 6.2k tokens when it runs. Until then it costs about 28 tokens; SKILL.md has 2,463 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from Chorus-AIDLC/Chorus at commit 4754822, republished under its AGPL-3.0 licence (© Chorus-AIDLC). 2,463 words, ~6,155 tokens.
.claude/skills/develop/SKILL.md (or your agent's skills folder).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.
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 /reviewFor multi-agent parallel execution, Chorus integrates with Pi subagents (parallel workers) with full session-based observability.
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
chorus_checkin()Review your persona, current assignments, and pending work counts.
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.
chorus_get_available_tasks({ projectUuid: "<project-uuid>" })Or check existing assignments:
chorus_get_my_assignments()chorus_get_task({ taskUuid: "<task-uuid>" }) # Review first
chorus_claim_task({ taskUuid: "<task-uuid>" })Check: description, acceptance criteria, priority, story points, related proposal/documents.
Each task and proposal includes a commentCount field — use it to decide which entities have discussions worth reading.
Read the task and identify dependencies:
chorus_get_task({ taskUuid: "<task-uuid>" })Pay attention to dependsOn (upstream tasks) and commentCount.
Read task comments (contains previous work reports, progress, feedback):
chorus_get_comments({ targetType: "task", targetUuid: "<task-uuid>" })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.
Read the originating proposal for design intent:
chorus_get_proposal({ proposalUuid: "<proposal-uuid>", section: "documents" })(chorus_get_proposal defaults to section: "basic" — just metadata + a draft index. Pass section: "documents" for the design docs, or section: "full" for docs + task drafts.)
Read project documents (PRD, tech design, ADR):
chorus_get_documents({ projectUuid: "<project-uuid>" })Document update flow (OpenSpec mode): if the originating proposal
descriptioncontains a lineOpenSpec change slug: <slug>, the project's PRD / tech_design / spec Documents are mirrors of files underopenspec/changes/<slug>/. To update such a Document (e.g. clarify an AC, fix a spec scenario before resubmitting), load theopenspec-awareskill atskills/openspec-aware/SKILL.mdand follow §3.8: edit the local.mdfile first, then mirror it — preferchorus mcp call … --arg-file content=<file>, falling back to thechorus-mcp-call.shwrapper withjson_encode_filewhenchorusis not onPATH— withchorus_check_responsehalting on error.⛔ Do not call
chorus_pm_update_documentdirectly from the MCP harness with a hand-typedcontentfield in OpenSpec mode. The local file is the source of truth; agent-typed content drifts and burns tokens (openspec-aware§2 Rule 1).When the LAST task of an OpenSpec idea is verified, the extension injects an archive reminder (
openspec-aware§3.9) — runopenspec archive <slug> --yes, then mirror each emittedopenspec/specs/<capability>/spec.mdback via §3.8.Document update flow (spec-lite mode): if the proposal
descriptioncontains a lineSpec-lite: .chorus/specs/<slug>/<YYYY-MM-DD>-<change-slug>/, the project's PRD / tech_design / … Documents are mirrors of the files in that dated folder. To update such a Document, load thespec-liteskill (/skill:spec-lite) and follow its Mirror section: edit the local<type>.mdfile first, then mirror it viachorus mcp call chorus_pm_update_document "{\"documentUuid\":\"<uuid>\"}" --arg-file content=<file>(recordeddocumentUuidfrom the file's frontmatter), falling back to thechorus-mcp-call.shwrapper whenchorusis not onPATH,chorus_check_responsehalting on error. Same ⛔ do-not-hand-type-contentrule as OpenSpec. The durable.chorus/specs/<slug>/spec.mdis edited in place too but is never mirrored (git history is its record). No archive flow — spec-lite has no CLI/validate/archive; on delivery just setspec.mdstatus: done.In the no-OpenSpec, no-spec-lite fallback (free-form: no locator line), edit the Document content directly via the existing MCP tool with no wrapper, no local file step.
Sub-agent: checkin to the task first:
chorus_session_checkin_task({ sessionUuid: "<session-uuid>", taskUuid: "<task-uuid>" })Then mark as in-progress:
# Sub-agent:
chorus_update_task({ taskUuid: "<task-uuid>", status: "in_progress", sessionUuid: "<session-uuid>" })
# Main agent:
chorus_update_task({ taskUuid: "<task-uuid>", status: "in_progress" })Dependency enforcement: If this task has unresolved dependencies (dependsOn tasks not in
doneorclosed), the call will be rejected with detailed blocker info. Usechorus_get_unblocked_tasksto find tasks you can start now.
Report periodically with chorus_report_work. Include:
chorus_report_work({
taskUuid: "<task-uuid>",
report: "Progress:\n- Created src/services/auth.service.ts\n- Commit: abc1234\n- Remaining: unit tests",
sessionUuid: "<session-uuid>"
})Report with status update when complete:
chorus_report_work({
taskUuid: "<task-uuid>",
report: "All implementation complete:\n- Files: ...\n- PR: https://github.com/org/repo/pull/42\n- All tests passing",
status: "to_verify",
sessionUuid: "<session-uuid>"
})Before submitting, check structured acceptance criteria:
task = chorus_get_task({ taskUuid: "<task-uuid>" })
# If task.acceptanceCriteriaItems is non-empty:
chorus_report_criteria_self_check({
taskUuid: "<task-uuid>",
criteria: [
{ uuid: "<criterion-uuid>", devStatus: "passed", devEvidence: "Unit tests cover this" },
{ uuid: "<criterion-uuid>", devStatus: "passed", devEvidence: "Verified manually" }
]
})For required criteria, keep working until you can self-check as
passed. Only usefailedfor optional criteria that are out of scope.
Sub-agents — checkout first:
chorus_session_checkout_task({ sessionUuid: "<session-uuid>", taskUuid: "<task-uuid>" })Then submit:
chorus_submit_for_verify({
taskUuid: "<task-uuid>",
summary: "Implemented auth feature:\n- Added login/logout endpoints\n- JWT middleware\n- 95% test coverage\n- All AC self-checked (3/3 passed)"
})
to_verifydoes NOT unblock downstream tasks — onlydone(after admin verification) does.
Review Agent: After
chorus_submit_for_verify, the Chorus extension nudges you to spawnchorus-task-reviewer— an independent, read-only review agent. You MUST spawn it yourself (it is NOT auto-launched). Spawn it with thesubagenttool and wait for its VERDICT — wait before proceeding. The verdict is the comment the reviewer posts on the task, not the call's return value.
After the reviewer completes, read its VERDICT:
chorus_get_comments({ targetType: "task", targetUuid: "<task-uuid>" })Find THIS round's VERDICT: comment — the one posted after your dispatch, not an older round's — and act on it:
If no new VERDICT: comment appears after the reviewer returns, check what it did post. A comment reporting that the round limit was reached, or any other explicit refusal to review, is a deliberate escalation to a human: STOP — do not respawn, do not self-review, do not post a VERDICT of your own. If it posted nothing at all, respawn it ONCE, telling it to stay within its turn budget and reserve its last turns for the VERDICT, then apply this same check again to what the retry posts. An explicit refusal from the retry still means STOP; only a second true silence lets you review the task yourself as a read-only pass using the checklist and POST the VERDICT comment. Absence is never a PASS.
Final code-review gateway (after the Idea's LAST task is verified): when the task you just verified is the last task of its idea-rooted proposal, the feature is about to ship — the extension nudges you to spawn
chorus-code-reviewer(gated byCHORUS_ENABLE_CODE_REVIEWER, default on). Spawn it yourself with thesubagenttool, passing theideaUuid+ round number; it reviews the Idea's aggregate code change across all its tasks (cross-task integration, architecture, security, regression, feature-level coverage) and posts oneVERDICTcomment on the idea.PASS/PASS WITH NOTES→ ship;FAIL→ fix via/skill:quick-dev(chorus_create_taskswithproposalUuidset to the current approved proposal so the fix tasks attach to it — do NOT reopen the verified tasks). Group related small BLOCKERs by default; split only materially large or independently testable fixes. Require AC self-check, independent task review, and admin verification for every fix task. Re-run aggregate review only after every fix is successfullydone; a failed or cancelled fix stops the loop and escalates, bounded byCHORUS_MAX_CODE_REVIEW_ROUNDS(env, default 3; 0 = unlimited). Advisory/behavioral, like the other reviewers. Run it before any idea-completion report.
If the reviewer returns FAIL, or the task is reopened after verification:
All acceptance criteria are reset to pending when a task is reopened.
chorus_get_task({ taskUuid: "<task-uuid>" })
chorus_get_comments({ targetType: "task", targetUuid: "<task-uuid>" })Once Admin verifies (status: done), move to the next available task (back to Step 2).
If the task you just self-verified was the LAST one of its Idea (every Task across every approved Proposal is now done/closed) and you have document:write, offer to call chorus_create_report via AskUserQuestion. The call requires title (a short report title) plus content; content's parameter description carries the three-section template (## Summary / ## Decisions / ## Follow-ups). Skip on decline — the extension will remind on the next run.
The Chorus extension fully automates session lifecycle — a Chorus session is created (on subagent dispatch, via tool_call task injection) and closed by the extension (when the call returns for a blocking implementation, or when the run settles — subagent:async-complete / process-terminal — under nicobailon pi-subagents). Sub-agents only do 3 things manually:
chorus_session_checkin_task({ sessionUuid, taskUuid }) — before starting workchorus_session_checkout_task({ sessionUuid, taskUuid }) — when done (recommended; plugin also auto-checkouts on exit)sessionUuid to chorus_update_task and chorus_report_work for attributionMain agent / Team Lead: no session needed — call tools without sessionUuid.
Use the subagent tool to run multiple Chorus workers in parallel; Chorus provides full work observability. Both the dispatch shape and the run mode depend on the installed implementation, so pick the shape that matches the active one:
| Implementation | Wave call shape | Run mode |
|---|---|---|
| Bundled subagent (pi's official reference pattern) | one composite call: subagent({ tasks: [...] }) or { chain: [...] } | blocking — the call returns when the workers exit |
nicobailon pi-subagents | one single dispatch per worker (subagent({ agent, task })), issued together for the same wave — it rejects top-level tasks/chain before dispatch | async/background by default — each call returns a run receipt; completion arrives on the run notification / bg_wait |
Either way there is no agentId to track and no manual close. The chorus-pi extension automates session lifecycle: when you dispatch a chorus-worker, it creates a Chorus session and injects the session UUID + workflow into that worker's task, then closes the session when the dispatch returns (blocking) or when the run settles (subagent:async-complete / process-terminal).
The three modes — single (
{ agent, task }), parallel ({ tasks: [...] }, max 8 per call, concurrency 4), and chain ({ chain: [...] }, sequential with a{previous}placeholder) — are the bundled subagent's schema. Under nicobailonpi-subagentsthe public tool rejects top-leveltasks/chain(Legacy top-level chain and parallel inputs were removed; use workflowScript.), and itsworkflowScriptchildren are invisible to the extension's session hook — so under nicobailon dispatch one worker per call. Dispatchagent: "chorus-worker"for Chorus task implementation.
| Layer | System | Purpose |
|---|---|---|
| Orchestration | The subagent tool (one child per call; bundled-only tasks/chain composites) | Dispatching workers to isolated pi subprocesses and collecting their results |
| Work Tracking | Chorus | Task lifecycle, session observability, activity stream |
# 1. Check in and plan
chorus_checkin()
chorus_list_tasks({ projectUuid: "<project-uuid>" })
# 2. Dispatch a worker per ready task in ONE wave — the call shape follows the
# installed implementation:
# bundled subagent → one composite call, max 8 entries:
subagent({
tasks: [
{ agent: "chorus-worker",
task: "Your Chorus task UUID: <task-uuid>\nProject UUID: <project-uuid>\n\nImplement..." },
// ... one entry per ready task, max 8 (batch into multiple calls if more)
]
})
# nicobailon pi-subagents → one single dispatch per worker (it rejects
# top-level `tasks`); issue them together for the same wave:
subagent({ agent: "chorus-worker", task: "Your Chorus task UUID: <task-uuid>\n..." }) # task 1
subagent({ agent: "chorus-worker", task: "Your Chorus task UUID: <task-uuid>\n..." }) # task 2
# Pass only task + project UUIDs — the chorus-pi extension auto-injects the
# session UUID + workflow into each worker's task.
# The composite call returns when every worker finishes (bundled subagent); each
# nicobailon call returns a run receipt (async by default) — wait for the wave to
# settle either way.
# For a single task, single mode is all you need:
# subagent({ agent: "chorus-worker", task: "..." })What the Team Lead prompt needs:
agentId to track and no close step — the dispatch owns the worker's whole lifecycleThe extension injects the session UUID + workflow into the worker's task automatically (at tool_call time, before the subprocess starts). The worker reads the Session UUID: from its task prompt and follows the injected steps:
# 1. Checkin to task (sessionUuid comes from the auto-injected task)
chorus_session_checkin_task({ sessionUuid: "<my-session-uuid>", taskUuid: "<my-task-uuid>" })
# 2. Move to in_progress
chorus_update_task({ taskUuid: "<my-task-uuid>", status: "in_progress", sessionUuid: "<my-session-uuid>" })
# 3. Do work... code, test, commit...
# 4. Report progress
chorus_report_work({ taskUuid: "<my-task-uuid>", report: "...", sessionUuid: "<my-session-uuid>" })
# 5. Checkout and submit
chorus_session_checkout_task({ sessionUuid: "<my-session-uuid>", taskUuid: "<my-task-uuid>" })
chorus_submit_for_verify({ taskUuid: "<my-task-uuid>", summary: "..." })
# The worker's final message is returned to the Team Lead as the subagent result.
# DO NOT call chorus_close_session — the extension closes the session when the
# dispatch returns (blocking) or when the run settles (async).Server-side enforcement:
chorus_update_task(status: "in_progress")rejects if anydependsOntask is notdoneorclosed.
Wave-based execution (recommended):
chorus_get_unblocked_tasks — find ready taskschorus-worker per ready task as one wave — one subagent({ tasks: [...] }) call under the bundled subagent (max 8; batch if more), or one subagent({ agent, task }) call per ready task under nicobailon pi-subagents (which rejects top-level tasks). Wait for the whole wave to settle (each worker at to_verify): the bundled call returns when its workers exit; under nicobailon each call returns a run receipt, so wait on the run notifications / bg_wait.chorus-task-reviewer, act on its VERDICT, then chorus_admin_verify_task → done.chorus_get_unblocked_tasks — find newly unblocked tasks (Wave 2)Critical:
to_verifydoes NOT resolve dependencies — onlydoneorcloseddoes. The Team Lead must verify tasks between waves. The dispatch already released each worker's slot once the wave settled, so there is nothing to close.
A single worker can handle several tasks sequentially — use single mode with an ordered list:
subagent({
agent: "chorus-worker",
task: "Your Chorus tasks (work in order):\n1. task-schema-uuid\n2. task-api-uuid (depends on #1)\n\nFor EACH task: checkin -> in_progress -> work -> report -> checkout -> submit_for_verify"
})For strictly dependent stages where each step consumes the previous output, use chain mode — bundled subagent only (nicobailon pi-subagents has no top-level chain; run its stages as separate dispatches, or as workflowScript steps, which the session hook cannot reach): subagent({ chain: [{ agent: "chorus-worker", task: "..." }, { agent: "chorus-worker", task: "... {previous} ..." }] }).
Sub-agents need MCP configured at project level (.mcp.json) or user level (~/.pi/agent/mcp.json). The chorus-pi extension's session injection works regardless, because it calls chorus over its own MCP-over-HTTP fetch (not the sub-agent's gateway).
| Problem | Solution |
|---|---|
| Sub-agent can't access Chorus MCP tools | Verify MCP is configured at project level, API key has developer role |
| UI doesn't show active workers | Sub-agent forgot chorus_session_checkin_task. Check: chorus_get_session |
| Session disappears from Settings | No activity for 1h (default lists hide stale sessions). The session row still exists — it's reachable via MCP chorus_list_sessions / chorus_get_session. Send a heartbeat (or any session-touching tool) to make it visible again, or check whether the agent crashed |
| Task stuck in wrong status | Spawn new sub-agent with same name (plugin auto-reopens session), or use chorus_update_task to reset |
| Duplicate sessions | Never call chorus_create_session — plugin handles all session creation. Close extras via Settings page |
| Sub-agent didn't receive session | Check plugin is loaded (/plugin list) and CHORUS_URL is set. Ensure name parameter is set |
Good report (enables session continuity):
Implemented password reset flow:
Files created/modified:
- src/services/auth.service.ts (new)
- src/app/api/auth/reset/route.ts (new)
- tests/auth/reset.test.ts (new)
Git:
- Commit: a1b2c3d "feat: password reset flow"
- PR: https://github.com/org/repo/pull/15
Implementation details:
- POST /api/auth/reset-request: sends email with token
- Token expires after 1 hour, single-use
- Rate limiting: 3 requests/hour/email
- 12 new tests, all passing
Acceptance criteria:
- [x] User can request reset via email
- [x] Reset link expires after 1 hour
- [x] Rate limiting prevents abuseBad report: Done.
dependsOn tasks and their comments for interfaces/APIscommentCount — skip fetching comments on entities with count 0Release if:
chorus_release_task({ taskUuid: "<task-uuid>" })
chorus_add_comment({ targetType: "task", targetUuid: "<task-uuid>", content: "Releasing: reason..." })/reviewstart_development wake (the human clicked Start Development on the idea-detail panel) means: claim and execute ALL remaining tasks of the idea's approved proposal in dependency order — loop this workflow until no claimable task remains, leaving to_verify and other-session tasks untouched.yolo_requested wake (the human clicked Yolo on the idea-detail panel) means: drive the WHOLE idea to done via the yolo skill (the full-auto AI-DLC pipeline), not just the execute stage — read the idea's current state and resume from whatever phase it is in. Unlike start_development it is stage-adaptive, and it must never merge or push a PR without explicit human approval./chorus© Chorus-AIDLC, AGPL-3.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in packages/chorus-pi/skills/develop of Chorus-AIDLC/Chorus.
Open the folder on GitHubat commit 4754822
Develop next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Develop this skillChorus-AIDLC/Chorus | 1.2k | — | ~6.2k | Automated safety check: Pass | AGPL-3.0 | |
| Claude Code Agent Developmentanthropics/claude-plugins-official | 38k | 8 repos | ~2.8k | Automated safety check: Pass | Apache-2.0 | |
| Subagent Driven DevelopmentAsvarox/allkaraoke | 261 | 38 repos | ~1.2k | Automated safety check: Pass | None | |
| Dispatching Parallel Agentsultralisp/ultralisp | 258 | 41 repos | ~1.5k | Automated safety check: Pass | None | |
| Paseo Advisor Second Opiniongetpaseo/paseo | 20k | 1 repos | ~756 | Automated safety check: Pass | Custom licence | |
| Task Observerrebelytics/one-skill-to-rule-them-all | 3.2k | 1 repos | ~12k | Automated safety check: Pass | CC-BY-4.0 |
anthropics/claude-plugins-official
Explains how to write agents for Claude Code plugins: the markdown file with YAML frontmatter, trigger descriptions, model and color settings, and system prompt design.
Asvarox/allkaraoke
A skill your agent uses when executing implementation plans with independent tasks in the current session
ultralisp/ultralisp
A skill your agent uses when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
getpaseo/paseo
Launches one separate agent through Paseo to give a second opinion on the current task, with a self-contained briefing and no permission to edit files.
rebelytics/one-skill-to-rule-them-all
Monitors task execution for skill improvement opportunities.
openobserve/openobserve
Splits a change into planner, coder and independent reviewer roles: you confirm a spec, a subagent implements it, and a separate reviewer checks each round's local WIP commit.
Chorus-AIDLC/Chorus
A skill your agent uses when manually verifying a Chorus frontend change in a real browser — finding local login credentials, driving the running dev server with the Playwright MCP, logging in…
Chorus-AIDLC/Chorus
Write release blog posts for Chorus — problem-first narrative, bilingual (zh/en), following the project's editorial style.
Chorus-AIDLC/Chorus
Optional divergent-then-convergent dialogue for fuzzy ideas on Hermes.
Chorus-AIDLC/Chorus
Optional divergent-then-convergent dialogue for fuzzy ideas.
Chorus-AIDLC/Chorus
Optional divergent-then-convergent dialogue for fuzzy ideas.
Chorus-AIDLC/Chorus
Optional divergent-then-convergent dialogue for fuzzy ideas.
Categories
Chorus Development workflow — claim tasks, report work, manage sessions, and integrate with Pi subagents. Develop is an agent skill from Chorus-AIDLC/Chorus. Chorus Development workflow — claim tasks, report work, manage sessions, and integrate with Pi subagents.
Develop fits situations like: tasks that involve Subagents.
Run `npx skills add Chorus-AIDLC/Chorus --skill develop -a claude-code`. Or copy the skill folder (packages/chorus-pi/skills/develop in Chorus-AIDLC/Chorus) into .claude/skills/develop in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Chorus-AIDLC/Chorus --skill develop -a codex`. Or copy the skill folder (packages/chorus-pi/skills/develop in Chorus-AIDLC/Chorus) into .agents/skills/develop in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Chorus-AIDLC/Chorus --skill develop -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/develop, .gemini/skills/develop, .github/skills/develop and .opencode/skills/develop in your project.
SKILL.md names no scripts, command-line tools or credentials: Develop is instructions for the agent only.
SKILL.md names 1 domain. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Develop is published under the AGPL-3.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 6.2k tokens (SKILL.md is roughly 25k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Develop: Claude Code Agent Development (anthropics/claude-plugins-official, 38k stars), Subagent Driven Development (Asvarox/allkaraoke, 261 stars), Dispatching Parallel Agents (ultralisp/ultralisp, 258 stars) and Paseo Advisor Second Opinion (getpaseo/paseo, 20k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Chorus-AIDLC (a GitHub organization) maintains it in Chorus-AIDLC/Chorus, which has 1,192 GitHub stars. The repository holds 64 skills in this directory. The repository was last updated on October 7, 2026.
Source: Chorus-AIDLC/Chorus on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.