Claude Automation Recommender
anthropics/claude-plugins-official
Scans a codebase and suggests which Claude Code hooks, subagents, skills, plugins and MCP servers fit its stack, without changing any files.
Chorus Development workflow — claim tasks, report work, manage sessions, and run wave-based execution on dsh.
$ npx skills add Chorus-AIDLC/Chorus --skill develop-chorus -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Chorus-AIDLC/Chorus develop-chorus --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-dsh/skills/develop-chorus .claude/skills/develop-chorus && 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-chorus" agent skill from https://github.com/Chorus-AIDLC/Chorus/tree/main/packages/chorus-dsh/skills/develop-chorus into .claude/skills/develop-chorus/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "develop-chorus", 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-dsh/skills/develop-chorusType 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-chorus -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Chorus-AIDLC/Chorus develop-chorus --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-dsh/skills/develop-chorus .agents/skills/develop-chorus && 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-chorus" agent skill from https://github.com/Chorus-AIDLC/Chorus/tree/main/packages/chorus-dsh/skills/develop-chorus into .agents/skills/develop-chorus/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "develop-chorus", 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-chorus -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Chorus-AIDLC/Chorus develop-chorus --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-dsh/skills/develop-chorus .cursor/skills/develop-chorus && 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-chorus" agent skill from https://github.com/Chorus-AIDLC/Chorus/tree/main/packages/chorus-dsh/skills/develop-chorus into .cursor/skills/develop-chorus/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "develop-chorus", 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-dsh/skills/develop-chorus--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-chorus -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Chorus-AIDLC/Chorus develop-chorus --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-dsh/skills/develop-chorus .gemini/skills/develop-chorus && 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-chorus" agent skill from https://github.com/Chorus-AIDLC/Chorus/tree/main/packages/chorus-dsh/skills/develop-chorus into .gemini/skills/develop-chorus/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "develop-chorus", 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 develop-chorusInstalls 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-chorus -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-dsh/skills/develop-chorus .github/skills/develop-chorus && 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-chorus" agent skill from https://github.com/Chorus-AIDLC/Chorus/tree/main/packages/chorus-dsh/skills/develop-chorus into .github/skills/develop-chorus/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "develop-chorus", 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-chorus -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-chorus --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-dsh/skills/develop-chorus .opencode/skills/develop-chorus && 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-chorus" agent skill from https://github.com/Chorus-AIDLC/Chorus/tree/main/packages/chorus-dsh/skills/develop-chorus into .opencode/skills/develop-chorus/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "develop-chorus", 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.
develop-chorusChorus Development workflow — claim tasks, report work, manage sessions, and run wave-based execution on dsh.
Develop Chorus is an agent skill from Chorus-AIDLC/Chorus. Chorus Development workflow — claim tasks, report work, manage sessions, and run wave-based execution on dsh.
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. It works with Model Context Protocol. 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.
Shell commands in SKILL.md call:
gitFrom 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 Chorus loads about 6.2k tokens when it runs. Until then it costs about 31 tokens; SKILL.md has 2,659 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). 2,659 words, ~6,192 tokens.
.claude/skills/develop-chorus/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.
Tool namespace: Chorus tools are exposed by the connected MCP server under a
mcp__chorus__prefix on dsh (e.g.mcp__chorus__chorus_claim_task). Bare names are used below for readability — prependmcp__chorus__when invoking. Seechorusfor the full rule.
Developer Agents take Tasks created by PM Agents (via proposal-chorus) and turn them into working code. Each task follows:
claim --> in_progress --> report work --> self-check AC --> submit for verify --> reviewer --> Admin /reviewFor multi-task execution, dispatch one subagent per unblocked task (whole wave in one message), falling back to sequential waves (the main agent works tasks in dependency order) when subagent is unavailable or workers fail repeatedly — see Wave-Based Execution below.
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_create_session | Create a session for a sub-agent (manual on dsh — see below) |
chorus_session_checkin_task | Checkin to a task before starting work |
chorus_session_checkout_task | Checkout from a task when work is done |
chorus_close_session | Close the session when the sub-agent finishes |
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.
dsh difference: the Claude Code plugin auto-creates and auto-injects a sub-agent's session via a SubagentStart hook. dsh does not run that hook. Session handling is manual: if you are a sub-agent and the host did not hand you a
sessionUuid, create one yourself once at the start, keep it for all task operations, and close it when you finish.
# Create your own session (only if no sessionUuid was provided to you)
chorus_create_session({ name: "<descriptive-worker-name>" })
# -> keep the returned sessionUuid for every task call belowIf the dsh host did inject a sessionUuid into your prompt (some hosts forward parent context), reuse it instead of creating a new one. When in doubt, create one — duplicate idle sessions are harmless and auto-go-inactive after 1h.
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-aware-chorusskill and follow §3.8: edit the local.mdfile first, then mirror it — preferchorus mcp call … --arg-file content=<file>, falling back to the package-localCHORUS_MCP_CALLwrapper withjson_encode_filewhenchorusis not onPATH— withchorus_check_responsehalting on error. (dsh has no SessionStart hook; the chorus-dsh bundle precomputesCHORUS_OPENSPEC_ACTIVEat load and the skill reads it, recomputing the three checks inline only as a fallback — seeopenspec-aware-chorus§1.)⛔ 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-chorus§2 Rule 1).When the LAST task of an OpenSpec idea is verified, run the archive flow yourself (
openspec-aware-chorus§3.9): runopenspec archive <slug> --yes, then mirror each emittedopenspec/specs/<capability>/spec.mdback via §3.8. dsh has no PostToolUse hook to remind you — check after each verify whether the just-verified task was the last of its idea, and if so trigger the archive flow yourself.In the no-OpenSpec, no-spec-lite fallback (no
OpenSpec change slug:line, noSpec-lite:line, or free-form mode), edit the Document content directly via the existing MCP tool with no wrapper, no local file step.
Document update flow (spec-lite mode): if the originating proposal
descriptioncontains a locator lineSpec-lite: .chorus/specs/<slug>/<YYYY-MM-DD>-<change-slug>/, theprd/tech_design/ … Documents are persistent mirrors of the Chorus-typed docs in that dated change folder. Load thespec-lite-chorusskill (via theskilltool). Locate the dated folder from the locator line (not by title/type). Edit those<type>.mdfiles in place and update the capability's durable.chorus/specs/<slug>/spec.mdin place too — butspec.mdis never mirrored (local only, no ids). Tick- [ ]acceptance points, then re-mirror each edited dated-folder file viachorus mcp call chorus_pm_update_document … --arg-file content=.chorus/specs/<slug>/<YYYY-MM-DD>-<change-slug>/<type>.mdagainst itsdocumentUuid(each update auto-increments the Document version = its modification history; package-localCHORUS_MCP_CALLwrapper fallback whenchorusnot onPATH). There is no archive flow (that is OpenSpec-only). Git history is the audit trail (git log -- .chorus/specs/<slug>/;git log --follow -- <file>for a single renamed file) — no changelog section.
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.
dsh difference: the Claude Code plugin relies on a PostToolUse hook to inject a "spawn the reviewer" reminder after
chorus_submit_for_verify. dsh has no such hook. Run the reviewer step inline, right here, immediately after submitting. Do not wait for an injected reminder.
Obtain an independent VERDICT before the task is verified:
Preferred — spawn a reviewer sub-agent (foreground). Use the dsh subagent tool to spawn a sub-agent with run_in_background: false (foreground — the call waits for the reviewer to finish, and the verdict is the VERDICT: comment it posts rather than the call's return value; the verify/reopen decision depends on the verdict) whose task tells it to call the skill tool with task-reviewer-chorus, then review the task. The authoritative result is this round's VERDICT: comment on the task. Set run_in_background: true (a continuable/background sub-agent whose settlement notice you collect later) only when you deliberately want to fan out and don't need the verdict before your next step.
Load and run the task-reviewer-chorus skill to verify taskUuid <uuid>. Read the task, its AC, the proposal documents, and the code; run the project's tests; verify each AC independently; post your VERDICT comment on the task when done.
Fallback — review it yourself. If subagent is unavailable on your host (spawning disabled by policy), perform the review yourself as a focused, read-only pass following the task-reviewer-chorus skill's procedure: read chorus_get_task, chorus_get_comments, the originating proposal and its documents; read the code that implements each AC (do not trust the developer summary); run the project's test/build commands; verify each acceptance criterion independently. Then record the result yourself via chorus_add_comment ending with a VERDICT: line (PASS / PASS WITH NOTES / FAIL). Do NOT modify project files during this pass — it is review-only (read-only bash for tests/build is fine). Use the same BLOCKER vs NOTE classification the task-reviewer-chorus skill defines.
Read the VERDICT and act:
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:
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 fall back to reviewing manually (Step 8.5 fallback) and post the VERDICT yourself. 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 — run the ship-time code-review gateway before declaring the Idea done. Inline (no hook on dsh), same mechanism as Step 8.5: spawn a sub-agent via
subagentwithrun_in_background: false(foreground — the call waits for the reviewer to finish, and the verdict is theVERDICT:comment it posts rather than the call's return value; the ship decision depends on it; setrun_in_background: trueonly to deliberately fan out) whosetasktells it to call theskilltool withcode-reviewer-chorusand follow it against the idea (pass theideaUuid+ round number); fallback is a read-only self-review following thecode-reviewer-chorusprocedure. It reviews the Idea's aggregate code change (cross-task integration, architecture, security, regression, feature-level coverage) and posts oneVERDICT:comment on the idea.PASS/PASS WITH NOTES→ ship;FAIL→ fix via the quick-dev workflow (quick-dev-chorus):chorus_create_taskswithproposalUuidset to the current approved proposal so the fix tasks attach to it (do not reopen old tasks). Group related small BLOCKERs into one cohesive task by default; split only materially large or independently testable fixes. Each fix task must self-check its acceptance criteria and pass independent task review plus admin verification. Re-run the gateway only after every fix task is successfullydone; if there is a failed or cancelled fix task, stop and escalate instead. Advisory/behavioral. 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 and you have document:write, create the completion report when the wake explicitly requests it. Otherwise leave it for the orchestrator; in a daemon-headless turn, do not block task completion on an interactive report choice.
dsh difference: session lifecycle is manual on dsh. The Claude Code plugin automates creation, heartbeat, and cleanup via hooks; dsh does not run those hooks. A sub-agent therefore manages its own session:
chorus_create_session({ name }) — once at the start, unless the host already gave you a sessionUuidchorus_session_checkin_task({ sessionUuid, taskUuid }) — before starting work on each tasksessionUuid to chorus_update_task and chorus_report_work for attributionchorus_session_checkout_task({ sessionUuid, taskUuid }) — when done with each taskchorus_close_session({ sessionUuid }) — when the sub-agent finishes (no hook closes it for you)To keep a long-running session visible/active, send chorus_session_heartbeat({ sessionUuid }) periodically (any session-touching tool also refreshes it).
Main agent / Team Lead: no session needed — call tools without sessionUuid.
dsh difference: there is no team or group object to create. To run a wave in parallel on dsh, dispatch one
subagentper unblocked task withrun_in_background: true, issuing the whole wave in a single message, then collect their settlement notices. Ifsubagentis unavailable on your host (spawning disabled by policy) or workers fail repeatedly, fall back to the sequential loop below: you (the main agent) execute tasks in dependency order. Sequential is slower but completes the same pipeline.
loop:
# 1. Find ready tasks (all dependencies done/closed)
unblocked = chorus_get_unblocked_tasks({ projectUuid: "<project-uuid>" })
if no unblocked tasks and all tasks done/closed:
break # All complete
if no unblocked tasks but some remain (not done):
break with escalation note # stuck — likely a failed review blocking the DAG
# 2. Work each unblocked task yourself, in order:
for each task in unblocked:
chorus_claim_task({ taskUuid: task.uuid })
chorus_update_task({ taskUuid: task.uuid, status: "in_progress" })
# ... read context, implement, run tests (Steps 4-7) ...
chorus_report_work({ taskUuid: task.uuid, report: "...", status: "to_verify" })
chorus_report_criteria_self_check({ taskUuid: task.uuid, criteria: [...] })
chorus_submit_for_verify({ taskUuid: task.uuid, summary: "..." })
# Step 8.5: run the task-reviewer inline; act on its VERDICT
# If you have task:admin, verify the task to "done" (this unblocks dependents)
# 3. Loop — chorus_get_unblocked_tasks now returns the next waveCritical:
to_verifydoes NOT resolve dependencies — onlydoneorcloseddoes. A task must be verified todone(by an Admin, or by you if you holdtask:admin) before its dependents become unblocked. If you lacktask:admin, submit each task for verify and ask the project's admin to verify between waves, then re-runchorus_get_unblocked_tasks.
Parallel form: to run a wave in parallel, dispatch one
subagentper unblocked task withrun_in_background: true, issuing them in a single message — that is what makes them run in parallel. There is no team object to create first. The loop above is the sequential fallback for hosts wheresubagentis unavailable or workers keep failing.
If your dsh host does support spawning worker sub-agents, you may hand each a task. Because there is no SubagentStart hook, the worker prompt must include the manual session instructions explicitly:
Your Chorus task UUID: <task-uuid>
Project UUID: <project-uuid>
Session handling is MANUAL on dsh:
1. chorus_create_session({ name: "<worker-name>" }) -> keep the sessionUuid
2. chorus_session_checkin_task({ sessionUuid, taskUuid })
3. chorus_update_task({ taskUuid, status: "in_progress", sessionUuid })
4. implement, then chorus_report_work({ ..., sessionUuid })
5. chorus_report_criteria_self_check({ taskUuid, criteria: [...] })
6. chorus_session_checkout_task({ sessionUuid, taskUuid })
7. chorus_submit_for_verify({ taskUuid, summary })
8. chorus_close_session({ sessionUuid })The main agent still owns review + verification between waves.
If you dispatch sub-agents, ensure they can reach the Chorus MCP server — the plugin config (and therefore the mcp__chorus__* tools) must be available in the sub-agent's environment, and the API key must carry the needed permissions.
| Problem | Solution |
|---|---|
| Sub-agent can't access Chorus MCP tools | Verify the Chorus MCP server is registered/connected for the sub-agent and the API key has developer permissions |
| UI doesn't show active workers | Sub-agent forgot chorus_session_checkin_task, or never created a session. Check chorus_get_session / chorus_list_sessions |
| Session disappears from Settings | No activity for 1h (default lists hide stale sessions). The session row still exists — reachable via chorus_list_sessions / chorus_get_session. Send chorus_session_heartbeat (or any session-touching tool) to make it visible again |
| Task stuck in wrong status | Use chorus_update_task to reset, or have the worker re-checkin |
| Duplicate sessions | On dsh the sub-agent creates its own session — if it created several, close extras via chorus_close_session or the Settings page |
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..." })review-chorusyolo_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. 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-dsh/skills/develop-chorus of Chorus-AIDLC/Chorus.
Open the folder on GitHubat commit 4754822
Develop Chorus 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 Chorus this skillChorus-AIDLC/Chorus | 1.2k | — | ~6.2k | Automated safety check: Pass | AGPL-3.0 | |
| Claude Automation Recommenderanthropics/claude-plugins-official | 38k | 3 repos | ~2.7k | Automated safety check: Notes | Apache-2.0 | |
| Agent Deckasheshgoplani/agent-deck | 1k | — | ~1.7k | Automated safety check: Pass | MIT | |
| CC Workflow Studio AI Editorbreaking-brake/cc-wf-studio | 5.4k | — | ~561 | Automated safety check: Pass | Custom licence | |
| Clone App Pat Proper-simmons/clone-app-pat-pro-public | 259 | — | ~1.9k | Automated safety check: Notes | None | |
| Bootstrapinfragate/capa | 724 | — | ~5.9k | Automated safety check: Pass | MIT |
anthropics/claude-plugins-official
Scans a codebase and suggests which Claude Code hooks, subagents, skills, plugins and MCP servers fit its stack, without changing any files.
asheshgoplani/agent-deck
agent-deck, the terminal session manager for AI coding agents.
breaking-brake/cc-wf-studio
Creates and edits visual agent workflows in CC Workflow Studio through conversation, with the agent reading and writing the canvas over MCP.
per-simmons/clone-app-pat-pro-public
Clones any web app pixel-for-pixel from a URL. An agent skill from per-simmons/clone-app-pat-pro-public.
infragate/capa
Capify an existing project. An agent skill from infragate/capa.
professorpalmer/Puppetmaster
Operates and supervises Puppetmaster, a multi-agent orchestrator, through its MCP tools or CLI, picking the right verb for edits, reviews, audits and long-running jobs.
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.
Works with
Categories
Chorus Development workflow — claim tasks, report work, manage sessions, and run wave-based execution on dsh. Develop Chorus is an agent skill from Chorus-AIDLC/Chorus. Chorus Development workflow — claim tasks, report work, manage sessions, and run wave-based execution on dsh.
Develop Chorus fits situations like: tasks that involve Subagents.
Run `npx skills add Chorus-AIDLC/Chorus --skill develop-chorus -a claude-code`. Or copy the skill folder (packages/chorus-dsh/skills/develop-chorus in Chorus-AIDLC/Chorus) into .claude/skills/develop-chorus in your project. Claude Code loads it when a task matches its description.
Run `npx skills add Chorus-AIDLC/Chorus --skill develop-chorus -a codex`. Or copy the skill folder (packages/chorus-dsh/skills/develop-chorus in Chorus-AIDLC/Chorus) into .agents/skills/develop-chorus 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-chorus -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-chorus, .gemini/skills/develop-chorus, .github/skills/develop-chorus and .opencode/skills/develop-chorus in your project.
Going by SKILL.md and its folder, Develop Chorus needs the command-line tools its instructions call (git).
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 Chorus 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 Chorus: Claude Automation Recommender (anthropics/claude-plugins-official, 38k stars), Agent Deck (asheshgoplani/agent-deck, 1k stars), CC Workflow Studio AI Editor (breaking-brake/cc-wf-studio, 5.4k stars) and Clone App Pat Pro (per-simmons/clone-app-pat-pro-public, 259 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.