Install the "develop" agent skill from https://github.com/Chorus-AIDLC/Chorus/tree/main/plugins/chorus/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.
Type 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.
skills CLI
$ npx skills add Chorus-AIDLC/Chorus --skill develop -a codex
Project install goes to .agents/skills/; add -g for ~/.codex/skills/.
Install the "develop" agent skill from https://github.com/Chorus-AIDLC/Chorus/tree/main/plugins/chorus/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.
skills CLI
$ npx skills add Chorus-AIDLC/Chorus --skill develop -a cursor
Project install goes to .agents/skills/; add -g for ~/.cursor/skills/.
Install the "develop" agent skill from https://github.com/Chorus-AIDLC/Chorus/tree/main/plugins/chorus/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.
--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
skills CLI
$ npx skills add Chorus-AIDLC/Chorus --skill develop -a gemini-cli
Project install goes to .agents/skills/; add -g for ~/.gemini/skills/.
Install the "develop" agent skill from https://github.com/Chorus-AIDLC/Chorus/tree/main/plugins/chorus/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.
GitHub CLI
$ gh skill install Chorus-AIDLC/Chorus develop
Installs 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).
skills CLI
$ npx skills add Chorus-AIDLC/Chorus --skill develop -a github-copilot
Project install goes to .agents/skills/; add -g for ~/.copilot/skills/.
Install the "develop" agent skill from https://github.com/Chorus-AIDLC/Chorus/tree/main/plugins/chorus/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.
skills CLI
$ npx skills add Chorus-AIDLC/Chorus --skill develop -a opencode
OpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
Install the "develop" agent skill from https://github.com/Chorus-AIDLC/Chorus/tree/main/plugins/chorus/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.
Facts
Skill name
develop
GitHub stars
1.2k
Token cost
~4.5k tokens
SKILL.md length
1,897 words
Files
1
Skills in repo
64
Repo updated
First seen
Licence
AGPL-3.0
At a glance
Chorus Development workflow — claim tasks, report work, and spawn sub-agent workers for parallel execution.
Works in 11 steps: Check In → Find Work → Claim a Task → …
Tasks that involve Subagents
SKILL.md covers Overview, Tools, Workflow and Multi-Agent Workers (Codex…, plus 4 more sections
Develop is an agent skill from Chorus-AIDLC/Chorus. Chorus Development workflow — claim tasks, report work, and spawn sub-agent workers for parallel execution. (Codex port)
Its SKILL.md is about 4.5k 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.
When your agent uses it
Tasks that involve Subagents
Example prompts
“/develop”
Workflow steps
11 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.
Tool permissions
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.
Runs code
Shell commands in SKILL.md call:
git
From the folder's file list and the shell code blocks in SKILL.md.
Network
Hosts in commands or code, which the agent is likely to contact:
github.com
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
CHORUS_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Develop loads about 4.5k tokens when it runs. Until then it costs about 32 tokens; SKILL.md has 1,897 words of instructions outside code blocks.
Always· name and description, kept in context so the agent knows when to use it
~32
When it runs· the whole SKILL.md, loaded when a task matches
~4.5k
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.
Safety
Auto-check passed
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.
(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.)
Document update flow (OpenSpec mode): if the originating proposal description contains a line OpenSpec change slug: <slug>, the project's PRD / tech_design / spec Documents are mirrors of files under openspec/changes/<slug>/. To update such a Document (e.g. clarify an AC, fix a spec scenario before resubmitting), load the openspec-aware skill at ~/.codex/skills/openspec-aware/SKILL.md and follow §3.8: edit the local .md file first, then mirror it — prefer chorus mcp call … --arg-file content=<file>, falling back to the chorus-mcp-call.sh wrapper with json_encode_file when chorus is not on PATH — with chorus_check_response halting on error.
⛔ Do not call chorus_pm_update_document directly from Codex's MCP harness with a hand-typed content field 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 plugin's PostToolUse hook injects an archive reminder (openspec-aware §3.9) — run openspec archive <slug> --yes, then mirror each emitted openspec/specs/<capability>/spec.md back via §3.8.
In the no-OpenSpec fallback (no slug line, or no openspec CLI), 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 description contains a locator line Spec-lite: .chorus/specs/<slug>/<YYYY-MM-DD>-<change-slug>/, the prd / tech_design / … Documents are persistent mirrors of the Chorus-typed docs in that dated change folder. Load the spec-lite skill (~/.codex/skills/spec-lite/SKILL.md). Locate the dated folder from the locator line (not by title/type). Edit those <type>.md files in place and update the capability's durable .chorus/specs/<slug>/spec.md in place too — but spec.md is never mirrored (local only, no ids). Tick - [ ] acceptance points, then re-mirror each edited dated-folder file via chorus mcp call chorus_pm_update_document … --arg-file content=.chorus/specs/<slug>/<YYYY-MM-DD>-<change-slug>/<type>.md against its documentUuid (each update auto-increments the Document version = its modification history; chorus-mcp-call.sh fallback when chorus not on PATH). Git history is the audit trail (git log -- .chorus/specs/<slug>/; git log --follow -- <file> for a single renamed file) — no changelog section.
Dependency enforcement: If this task has unresolved dependencies (dependsOn tasks not in done or closed), the call will be rejected with detailed blocker info. Use chorus_get_unblocked_tasks to find tasks you can start now.
Step 6: Report Progress
Report periodically with chorus_report_work. Include:
What was completed
Files created or modified
Git commits and PRs
Current status / remaining work
Blockers or questions
chorus_report_work({
taskUuid: "<task-uuid>",
report: "Progress:\n- Created src/services/auth.service.ts\n- Commit: abc1234\n- Remaining: unit tests"
})
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"
})
Step 7: Self-Check Acceptance Criteria
Before submitting, check structured acceptance criteria:
For required criteria, keep working until you can self-check as passed. Only use failed for optional criteria that are out of scope.
Step 8: Submit for Verification
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_verify does NOT unblock downstream tasks — only done (after admin verification) does.
Review Agent: After chorus_submit_for_verify, the Chorus plugin's PostToolUse hook injects context instructing you to spawn the chorus-task-reviewer sub-agent. You MUST spawn it yourself (it is NOT auto-launched). Mount this plugin's chorus-task-reviewer skill explicitly:
Verification is blocked on the verdict, so this call site waits. Once the reviewer finishes, close it promptly to release its thread slot. The reviewer posts a VERDICT: comment on the task.
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 PostToolUse hook injects a reminder to run the ship-time code-review gateway. Spawn it the same way, mounting chorus:chorus-code-reviewer and passing the ideaUuid + round number; it reviews the Idea's aggregate code change (cross-task integration, architecture, security, regression, feature-level coverage) and posts one VERDICT: comment on the idea. PASS / PASS WITH NOTES → ship; FAIL → fix via the quick-dev workflow ($quick-dev): chorus_create_tasks with proposalUuid set 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 successfully done; if there is a failed or cancelled fix task, stop and escalate instead. Advisory/behavioral, same as the other reviewers. Run it before any idea-completion report.
Find THIS round's VERDICT: comment — the one posted after your dispatch, not an older round's — and act on it:
VERDICT: PASS — All AC verified, no issues. Proceed to admin verification.
VERDICT: PASS WITH NOTES — All AC verified, minor notes. Proceed to admin verification (notes are non-blocking).
VERDICT: FAIL — BLOCKERs found. Do NOT verify. Fix the BLOCKERs listed in the reviewer's comment, then resubmit.
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.
Show full SKILL.md (732 more words)Show less
Step 9: Handle Review Feedback
If the reviewer returns FAIL, or the task is reopened after verification:
All acceptance criteria are reset to pending when a task is reopened.
Once Admin verifies (status: done), move to the next available task (back to Step 2).
Step 11: Idea Completion Report (advisory)
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, prompt the user and call chorus_create_report on accept. 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 PostToolUse hook will remind on the next run.
Multi-Agent Workers (Codex spawn_agent)
When running multiple sub-agents in parallel on a proposal's tasks, the main agent plays Team Lead.
Two-Layer Architecture
Layer
System
Purpose
Orchestration
Codex spawn_agent
Spawning sub-agents, passing task assignments
Work Tracking
Chorus MCP
Task lifecycle and work reports
Codex owns execution-thread orchestration (spawn_agent, wait_agent, send_input, close_agent, resume_agent). Chorus MCP remains authoritative for task claims, status, work reports, acceptance evidence, verification submissions, and reviewer comments.
Team Lead Workflow
# 1. Check in and plan
chorus_checkin()
chorus_list_tasks({ projectUuid: "<project-uuid>" })
chorus_get_unblocked_tasks({ projectUuid: "<project-uuid>" })
# 2. Mount the workflow explicitly and pass Chorus entity UUIDs
worker = spawn_agent({
items: [
{ type: "skill", name: "Chorus Develop", path: "chorus:develop" },
{ type: "text", text: """Work these Chorus tasks in dependency order:
Task UUIDs: <task-uuid-1>, <task-uuid-2>
Project UUID: <project-uuid>
For each task: claim → mark in_progress → implement → report work → self-check AC → submit for verification. Exit after submission; the main agent owns independent review and admin verification.""" }
]
})
Context and Lifecycle
Start routine entity-backed workers and reviewers with a fresh context (the default). They can fetch authoritative context from Chorus using the task, proposal, idea, and project UUIDs in the text item.
Set fork_context: true only when the child genuinely needs material evidence or decisions from the parent conversation that cannot be conveyed cleanly in the mounted skill plus assignment text. State that reason in the assignment.
Call wait_agent only when the next orchestrator action is blocked on the result. Independent workers can run while the main agent handles unrelated work.
Use send_input to clarify, correct, or extend work in an active sub-agent.
Call close_agent as soon as a completed or abandoned sub-agent needs no further interaction; completion alone does not release its thread slot.
Use resume_agent only to restore a previously closed sub-agent. For an active sub-agent, use send_input.
Wave-Based Execution
Server-side enforcement: chorus_update_task(status: "in_progress") rejects if any dependsOn task is not done or closed.
chorus_get_unblocked_tasks — find ready tasks
Spawn workers for Wave 1
After each worker returns, verify its task (chorus_admin_verify_task → done)
chorus_get_unblocked_tasks again — find newly unblocked tasks (Wave 2)
Repeat until all tasks done
Critical:to_verify does NOT resolve dependencies — only done or closed does. The Team Lead must verify tasks between waves.
Multiple Tasks Per Worker
A single worker can work on multiple tasks sequentially — list them in the spawn_agent text item in dependency order, and have the worker loop over them.
MCP Access for Workers
Sub-agents spawned via spawn_agent inherit the parent's MCP configuration. Ensure the chorus MCP server is declared in ~/.codex/config.toml or the repo .codex/config.toml with CHORUS_URL / CHORUS_API_KEY set.
Troubleshooting
Problem
Solution
Worker can't access Chorus MCP tools
Verify MCP is configured and CHORUS_API_KEY has task: ["write"] permission
Task stuck in wrong status
Use chorus_update_task to reset status manually
Work Report Best Practices
Good report:
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 abuse
Bad report:Done.
Tips
Read task comments first — they contain previous work reports and decisions
Check upstream dependencies — read dependsOn tasks and their comments for interfaces/APIs
Read the originating proposal — understand design rationale and task DAG
Use commentCount — skip fetching comments on entities with count 0
Report progress frequently — include file paths, commits, and PRs
Write detailed submit summaries — Admin needs them to verify
If blocked, add a comment and consider releasing the task
One task at a time: finish or release before claiming another
Use meaningful sub-agent names so parallel work is easy to follow
When to Release a Task
Release if:
You can't complete it (missing knowledge, blocked)
After submitting for verification, an Admin reviews using $review
Human "Yolo" wake: a 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. It is stage-adaptive, and it must never merge or push a PR without explicit human approval.
For platform overview and shared tools, see $chorus
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.
A skill your agent uses when you need Codex to coordinate multiple agents through Agent Relay for peer-to-peer messaging, lead/worker handoffs, or shared status tracking across sub-agents and…
Reads human-written spec documents and produces per-epic requirement files with proof obligations plus behavior scenarios with stable IDs, using parallel chunked extraction.
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 Development workflow — claim tasks, report work, and spawn sub-agent workers for parallel execution. Develop is an agent skill from Chorus-AIDLC/Chorus. Chorus Development workflow — claim tasks, report work, and spawn sub-agent workers for parallel execution.
When should I use Develop?
Develop fits situations like: tasks that involve Subagents.
How do I install Develop in Claude Code?
Run `npx skills add Chorus-AIDLC/Chorus --skill develop -a claude-code`. Or copy the skill folder (plugins/chorus/skills/develop in Chorus-AIDLC/Chorus) into .claude/skills/develop in your project. Claude Code loads it when a task matches its description.
How do I install Develop in Codex?
Run `npx skills add Chorus-AIDLC/Chorus --skill develop -a codex`. Or copy the skill folder (plugins/chorus/skills/develop in Chorus-AIDLC/Chorus) into .agents/skills/develop in your project. Codex loads it when a task matches its description.
Can I use Develop in Cursor, Gemini CLI or GitHub Copilot?
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.
What does Develop need to run?
Going by SKILL.md and its folder, Develop needs the command-line tools its instructions call (git) and credentials named CHORUS_API_KEY.
Does Develop access the network?
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.
Is Develop safe to install?
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.
What licence does Develop use?
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.
How many tokens does Develop use?
About 4.5k tokens (SKILL.md is roughly 18k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Develop?
Skills that share tags, products or a category with Develop: Agent Relay (AgentWorkforce/relay, 866 stars), Extracting Requirements (prime-radiant-inc/iterative-development, 181 stars), Coherence Auditor (GoogleChrome/modern-web-guidance-src, 1.1k stars) and Process (notque/vexjoy-agent, 438 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Develop?
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.