--- id: sm-jeo name: "jeo" url: https://skills.yangsir.net/skill/sm-jeo author: supercent-io domain: ai-agent-orchestration-collaboration tags: ["ai-engineering", "data-preprocessing", "feature-engineering", "model-training", "data-pipelines"] install_count: 10400 rating: 4.50 (415 reviews) github: https://github.com/supercent-io/skills-template --- # jeo > 此技能提供统一的集成代理编排能力，支持全自动化的、经过UI审查的代理工作流，适用于多种平台。 **Stats**: 10,400 installs · 4.5/5 (415 reviews) ## Before / After 对比 ### 统一代理编排，自动化工作流UI审查 ## Readme # jeo JEO — Integrated Agent Orchestration Keyword: jeo · annotate · UI-review · agentui (deprecated) | Platforms: Claude Code · Codex CLI · Gemini CLI · OpenCode A unified skill providing fully automated orchestration flow: Plan (ralph+plannotator) → Execute (team/bmad) → UI Feedback (agentation/annotate) → Cleanup (worktree cleanup) Control Layers JEO uses one cross-platform abstraction for orchestration: settings: platform/runtime configuration such as Claude hooks, Codex config.toml, Gemini settings.json, MCP registration, and prompt parameters rules: policy constraints that must hold on every platform hooks: event callbacks that enforce those rules on each platform The key JEO rules are: do not reopen the PLAN gate when the current plan hash already has a terminal result only a revised plan resets plan_gate_status to pending do not process agentation annotations before explicit submit/onSubmit opens the submit gate The authoritative state is .omc/state/jeo-state.json. Hooks may help advance the workflow, but they must obey the state file. 0. Agent Execution Protocol (follow immediately upon jeo keyword detection) The following are commands, not descriptions. Execute them in order. Each step only proceeds after the previous one completes. STEP 0: State File Bootstrap (required — always first) mkdir -p .omc/state .omc/plans .omc/logs If .omc/state/jeo-state.json does not exist, create it: { "phase": "plan", "task": "", "plan_approved": false, "plan_gate_status": "pending", "plan_current_hash": null, "last_reviewed_plan_hash": null, "last_reviewed_plan_at": null, "plan_review_method": null, "team_available": null, "retry_count": 0, "last_error": null, "checkpoint": null, "created_at": "", "updated_at": "", "agentation": { "active": false, "session_id": null, "keyword_used": null, "submit_gate_status": "idle", "submit_signal": null, "submit_received_at": null, "submitted_annotation_count": 0, "started_at": null, "timeout_seconds": 120, "annotations": { "total": 0, "acknowledged": 0, "resolved": 0, "dismissed": 0, "pending": 0 }, "completed_at": null, "exit_reason": null } } Notify the user: "JEO activated. Phase: PLAN. Add the annotate keyword if a UI feedback loop is needed." STEP 0.1: Error Recovery Protocol (applies to all STEPs) Checkpoint recording — immediately after entering each STEP: # Execute immediately at the start of each STEP (agent updates jeo-state.json directly) python3 -c " import json, datetime, os, subprocess, tempfile try: root = subprocess.check_output(['git', 'rev-parse', '--show-toplevel'], stderr=subprocess.DEVNULL).decode().strip() except: root = os.getcwd() f = os.path.join(root, '.omc/state/jeo-state.json') if os.path.exists(f): import fcntl with open(f, 'r+') as fh: fcntl.flock(fh, fcntl.LOCK_EX) try: d = json.load(fh) d['checkpoint']='' # 'plan'|'execute'|'verify'|'cleanup' d['updated_at']=datetime.datetime.utcnow().isoformat()+'Z' fh.seek(0) json.dump(d, fh, ensure_ascii=False, indent=2) fh.truncate() finally: fcntl.flock(fh, fcntl.LOCK_UN) " 2>/dev/null || true last_error recording — on pre-flight failure or exception: python3 -c " import json, datetime, os, subprocess, fcntl try: root = subprocess.check_output(['git', 'rev-parse', '--show-toplevel'], stderr=subprocess.DEVNULL).decode().strip() except: root = os.getcwd() f = os.path.join(root, '.omc/state/jeo-state.json') if os.path.exists(f): with open(f, 'r+') as fh: fcntl.flock(fh, fcntl.LOCK_EX) try: d = json.load(fh) d['last_error']='' d['retry_count']=d.get('retry_count',0)+1 d['updated_at']=datetime.datetime.utcnow().isoformat()+'Z' fh.seek(0) json.dump(d, fh, ensure_ascii=False, indent=2) fh.truncate() finally: fcntl.flock(fh, fcntl.LOCK_UN) " 2>/dev/null || true Checkpoint-based resume on restart: # If jeo-state.json already exists, resume from checkpoint python3 -c " import json, os, subprocess try: root = subprocess.check_output(['git', 'rev-parse', '--show-toplevel'], stderr=subprocess.DEVNULL).decode().strip() except: root = os.getcwd() f = os.path.join(root, '.omc/state/jeo-state.json') if os.path.exists(f): d=json.load(open(f)) cp=d.get('checkpoint') err=d.get('last_error') if err: print(f'Previous error: {err}') if cp: print(f'Resuming from: {cp}') " 2>/dev/null || true Rule: Before exit 1 in pre-flight, always update last_error and increment retry_count. If retry_count >= 3, ask the user whether to abort. STEP 1: PLAN (never skip) Pre-flight (required before entering): # Record checkpoint python3 -c " import json,datetime,os,subprocess,fcntl,tempfile try: root=subprocess.check_output(['git','rev-parse','--show-toplevel'],stderr=subprocess.DEVNULL).decode().strip() except: root=os.getcwd() f=os.path.join(root,'.omc/state/jeo-state.json') if os.path.exists(f): with open(f,'r+') as fh: fcntl.flock(fh,fcntl.LOCK_EX) try: d=json.load(fh) d.update({'checkpoint':'plan','updated_at':datetime.datetime.utcnow().isoformat()+'Z'}) fh.seek(0); json.dump(d,fh,ensure_ascii=False,indent=2); fh.truncate() finally: fcntl.flock(fh,fcntl.LOCK_UN) " 2>/dev/null || true # NOTE: Claude Code — skip this entire bash block. # plannotator is a hook-only binary; calling it directly always fails. # For Claude Code: call EnterPlanMode → write plan → call ExitPlanMode. # The ExitPlanMode PermissionRequest hook fires plannotator automatically. # The following script is for Codex / Gemini / OpenCode only. # GUARD: enforce no-repeat PLAN review by plan hash. # same hash + terminal gate status => skip reopening the plan gate # revised plan.md content => reset gate to pending and review again PLAN_GATE_STATUS=$(python3 -c " import json, os try: s = json.load(open('.omc/state/jeo-state.json')) print(s.get('plan_gate_status', 'pending')) except Exception: print('pending') " 2>/dev/null || echo "pending") HASH_MATCH=$(python3 -c " import hashlib, json, os try: s = json.load(open('.omc/state/jeo-state.json')) if not os.path.exists('plan.md'): print('no-match') else: current_hash = hashlib.sha256(open('plan.md', 'rb').read()).hexdigest() print('match' if current_hash == (s.get('last_reviewed_plan_hash') or '') else 'no-match') except Exception: print('no-match') " 2>/dev/null || echo "no-match") if [[ "$HASH_MATCH" == "match" && "$PLAN_GATE_STATUS" =~ ^(approved|manual_approved)$ ]]; then echo "✅ Current plan hash already approved. Skipping re-review." exit 0 fi # BUG FIX (v1.3.1): feedback_required + same hash must NOT exit 0 (approved). # The plan has outstanding feedback and must be revised before re-opening plannotator. # Exiting 0 here would cause JEO to proceed to EXECUTE with an unapproved plan. if [[ "$HASH_MATCH" == "match" && "$PLAN_GATE_STATUS" == "feedback_required" ]]; then echo "❌ Feedback pending for this plan hash — revise plan.md content (new hash required) before re-opening plannotator." echo " Check .omc/state/jeo-state.json → plannotator_feedback for the recorded feedback." exit 1 fi if [[ "$HASH_MATCH" == "match" && "$PLAN_GATE_STATUS" == "infrastructure_blocked" ]]; then echo "⚠️ Infrastructure blocked for current plan hash. Use manual TTY gate or set plan_gate_status='manual_approved' in jeo-state.json." exit 32 fi # plannotator is mandatory for the PLAN step (Codex/Gemini/OpenCode). # If missing, JEO auto-installs it before opening the PLAN gate. # Resolve the JEO scripts directory (works from any CWD) _JEO_SCRIPTS="" for _candidate in \ "${JEO_SKILL_DIR:-}/scripts" \ "$HOME/.agent-skills/jeo/scripts" \ "$HOME/.codex/skills/jeo/scripts" \ "$(pwd)/.agent-skills/jeo/scripts" \ "scripts" \ ; do if [ -f "${_candidate}/plannotator-plan-loop.sh" ]; then _JEO_SCRIPTS="$_candidate" break fi done if [ -z "$_JEO_SCRIPTS" ]; then echo "❌ JEO scripts not found. Re-run: bash setup-codex.sh (or setup-gemini.sh)" exit 1 fi if ! bash "${_JEO_SCRIPTS}/ensure-plannotator.sh"; then echo "❌ plannotator auto-install failed: cannot proceed with PLAN step." echo " Retry: bash ${_JEO_SCRIPTS}/../scripts/install.sh --with-plannotator" exit 1 fi # Required PLAN gate (Codex / Gemini / OpenCode): # - Must wait until approve/feedback is received # - Auto-restart on session exit (up to 3 times) # - After 3 exits, ask user whether to end PLAN FEEDBACK_DIR=$(python3 -c "import hashlib,os; h=hashlib.md5(os.getcwd().encode()).hexdigest()[:8]; d=f'/tmp/jeo-{h}'; os.makedirs(d,exist_ok=True); print(d)" 2>/dev/null || echo '/tmp') FEEDBACK_FILE="${FEEDBACK_DIR}/plannotator_feedback.txt" bash "${_JEO_SCRIPTS}/plannotator-plan-loop.sh" plan.md "$FEEDBACK_FILE" 3 PLAN_RC=$? if [ "$PLAN_RC" -eq 0 ]; then echo "✅ Plan approved" elif [ "$PLAN_RC" -eq 10 ]; then echo "❌ Plan not approved — apply feedback, revise plan.md, and retry" exit 1 elif [ "$PLAN_RC" -eq 32 ]; then echo "⚠️ plannotator UI unavailable (sandbox/CI). Entering Conversation Approval Mode:" echo " 1. Output plan.md content to user in conversation" echo " 2. Ask user: 'approve' to proceed or provide feedback" echo " 3. DO NOT proceed to EXECUTE until user explicitly approves" exit 32 elif [ "$PLAN_RC" -eq 30 ] || [ "$PLAN_RC" -eq 31 ]; then echo "⛔ PLAN exit decision (or awaiting confirmation). Confirm with user before retrying." exit 1 else echo "❌ plannotator PLAN gate failed (code=$PLAN_RC)" exit 1 fi mkdir -p .omc/plans .omc/logs Write plan.md (include goal, steps, risks, and completion criteria) Invoke plannotator (per platform): Claude Code (hook mode — only supported method): plannotator is a hook-only binary. It cannot be called via MCP tool or CLI directly. Call EnterPlanMode, write the plan content in plan mode, then call ExitPlanMode. The ExitPlanMode PermissionRequest hook fires the JEO Claude plan-gate wrapper automatically. That wrapper must skip re-entry when the current plan hash already has a terminal review result. Wait for the hook to return before proceeding — approved or feedback will arrive via the hook result. Codex / Gemini / OpenCode: run blocking CLI (never use &): # _JEO_SCRIPTS must be resolved first via the dynamic path discovery block in the pre-flight above bash "${_JEO_SCRIPTS}/plannotator-plan-loop.sh" plan.md /tmp/plannotator_feedback.txt 3 If plannotator is missing, JEO must auto-run bash "${_JEO_SCRIPTS}/ensure-plannotator.sh" first and continue only after the CLI is available. Check result: approved: true (Claude Code: hook returns approved) → update jeo-state.json phase to "execute" and plan_approved to true → enter STEP 2 Not approved (Claude Code: hook returns feedback; others: exit 10) → read feedback, revise plan.md → repeat step 2 Infrastructure blocked (exit 32) → localhost bind unavailable (e.g., sandbox/CI). Use manual gate in TTY; confirm with user and retry outside sandbox in non-TTY Session exited 3 times (exit 30/31) → ask user whether to end PLAN and decide to abort or resume NEVER: enter EXECUTE without approved: true. NEVER: run with & background. NEVER: reopen the same unchanged plan after approved or manual_approved — it is already approved. NEVER: treat feedback_required as approved — it means the plan was REJECTED and must be revised. When feedback_required + same hash → exit 1 (not 0), revise plan content to get a new hash, then re-open plannotator. STEP 2: EXECUTE Pre-flight (auto-detect team availability): # Record checkpoint python3 -c " import json,datetime,os,subprocess,fcntl try: root=subprocess.check_output(['git','rev-parse','--show-toplevel'],stderr=subprocess.DEVNULL).decode().strip() except: root=os.getcwd() f=os.path.join(root,'.omc/state/jeo-state.json') if os.path.exists(f): with open(f,'r+') as fh: fcntl.flock(fh,fcntl.LOCK_EX) try: d=json.load(fh) d.update({'checkpoint':'execute','updated_at':datetime.datetime.utcnow().isoformat()+'Z'}) fh.seek(0); json.dump(d,fh,ensure_ascii=False,indent=2); fh.truncate() finally: fcntl.flock(fh,fcntl.LOCK_UN) " 2>/dev/null || true TEAM_AVAILABLE=false if [[ "${CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS:-}" =~ ^(1|true|True|yes|YES)$ ]]; then TEAM_AVAILABLE=true elif python3 -c " import json, os, sys try: s = json.load(open(os.path.expanduser('~/.claude/settings.json'))) val = s.get('env', {}).get('CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS', '') sys.exit(0 if str(val) in ('1', 'true', 'True', 'yes') else 1) except Exception: sys.exit(1) " 2>/dev/null; then TEAM_AVAILABLE=true fi export TEAM_AVAILABLE_BOOL="$TEAM_AVAILABLE" python3 -c " import json,os,subprocess,fcntl try: root=subprocess.check_output(['git','rev-parse','--show-toplevel'],stderr=subprocess.DEVNULL).decode().strip() except: root=os.getcwd() f=os.path.join(root,'.omc/state/jeo-state.json') if os.path.exists(f): with open(f,'r+') as fh: fcntl.flock(fh,fcntl.LOCK_EX) try: d=json.load(fh) d['team_available']=os.environ.get('TEAM_AVAILABLE_BOOL','false').lower()=='true' fh.seek(0); json.dump(d,fh,ensure_ascii=False,indent=2); fh.truncate() finally: fcntl.flock(fh,fcntl.LOCK_UN) " 2>/dev/null || true Update jeo-state.json phase to "execute" Team available (Claude Code + omc): /omc:team 3:executor "" Claude Code but no team: echo "❌ JEO requires Claude Code team mode. Re-run bash scripts/setup-claude.sh, restart Claude Code, and confirm CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1." exit 1 Never fall back to single-agent execution in Claude Code. No omc (BMAD fallback — Codex / Gemini / OpenCode only): /workflow-init # Initialize BMAD /workflow-status # Check current step STEP 3: VERIFY Update jeo-state.json phase to "verify" Basic verification with agent-browser (when browser UI is present): agent-browser snapshot http://localhost:3000 annotate keyword detected → enter STEP 3.1 Otherwise → enter STEP 4 STEP 3.1: VERIFY_UI (only when annotate keyword is detected) Pre-flight check (required before entering): # Auto-start server, auto-install package, auto-inject component (see §3.3.1 for full script) bash scripts/ensure-agentation.sh --project-dir "${PROJECT_DIR:-$PWD}" --endpoint "http://localhost:4747" || true # If agentation-mcp server is still not healthy after pre-flight → graceful skip to STEP 4 if ! curl -sf --connect-timeout 2 http://localhost:4747/health >/dev/null 2>&1; then python3 -c " import json,os,subprocess,fcntl,time try: root=subprocess.check_output(['git','rev-parse','--show-toplevel'],stderr=subprocess.DEVNULL).decode().strip() except: root=os.getcwd() f=os.path.join(root,'.omc/state/jeo-state.json') if os.path.exists(f): with open(f,'r+') as fh: fcntl.flock(fh,fcntl.LOCK_EX) try: d=json.load(fh) d['last_error']='agentation-mcp not running; VERIFY_UI skipped' d['updated_at']=time.strftime('%Y-%m-%dT%H:%M:%SZ',time.gmtime()) fh.seek(0); json.dump(d,fh,ensure_ascii=False,indent=2); fh.truncate() finally: fcntl.flock(fh,fcntl.LOCK_UN) " 2>/dev/null || true # Proceed to STEP 4 CLEANUP (no exit 1 — graceful skip) fi 2. Update `jeo-state.json`: `phase = "verify_ui"`, `agentation.active = true`, `agentation.submit_gate_status = "waiting_for_submit"` 3. Wait for explicit human submit: - **Claude Code**: wait for `UserPromptSubmit` after the user presses **Send Annotations** / `onSubmit` - **Codex / Gemini / OpenCode**: wait until the human confirms submission and the agent emits `ANNOTATE_READY` (or compatibility alias `AGENTUI_READY`) 4. Before that submit signal arrives, do not read `/pending`, do not acknowledge annotations, and do not start the fix loop 5. After submit arrives, switch `agentation.submit_gate_status = "submitted"` and record `submit_signal`, `submit_received_at`, and `submitted_annotation_count` 6. **Claude Code (MCP)**: blocking call to `agentation_watch_annotations` (`batchWindowSeconds:10`, `timeoutSeconds:120`) 7. **Codex / Gemini / OpenCode (HTTP)**: polling loop via `GET http://localhost:4747/pending` 8. Process each annotation: `acknowledge` → navigate code via `elementPath` → apply fix → `resolve` 9. `count=0` or timeout → reset the submit gate or finish the sub-phase → **enter STEP 4** **NEVER: process draft annotations before submit/onSubmit.** --- ### STEP 4: CLEANUP **Pre-flight (check before entering):** ```bash # Record checkpoint python3 -c " import json,datetime,os,subprocess,fcntl try: root=subprocess.check_output(['git','rev-parse','--show-toplevel'],stderr=subprocess.DEVNULL).decode().strip() except: root=os.getcwd() f=os.path.join(root,'.omc/state/jeo-state.json') if os.path.exists(f): with open(f,'r+') as fh: fcntl.flock(fh,fcntl.LOCK_EX) try: d=json.load(fh) d.update({'checkpoint':'cleanup','updated_at':datetime.datetime.utcnow().isoformat()+'Z'}) fh.seek(0); json.dump(d,fh,ensure_ascii=False,indent=2); fh.truncate() finally: fcntl.flock(fh,fcntl.LOCK_UN) " 2>/dev/null || true if ! git rev-parse --is-inside-work-tree >/dev/null 2>&1; then echo "⚠️ Not a git repository — skipping worktree cleanup" else UNCOMMITTED=$(git status --porcelain 2>/dev/null | wc -l | tr -d ' ') [[ "$UNCOMMITTED" -gt 0 ]] && echo "⚠️ ${UNCOMMITTED} uncommitted change(s) — recommend commit/stash before cleanup" fi Update jeo-state.json phase to "cleanup" Worktree cleanup: bash scripts/worktree-cleanup.sh || git worktree prune Update jeo-state.json phase to "done" 1. Quick Start Source of truth: https://github.com/supercent-io/skills-template Local paths like ~/.claude/skills/jeo/ are copies installed via npx skills add. To update to the latest version, reinstall using the command below. # Install JEO (npx skills add — recommended) npx skills add https://github.com/supercent-io/skills-template --skill jeo # Full install (all AI tools + all components) bash scripts/install.sh --all # Check status bash scripts/check-status.sh # Individual AI tool setup bash scripts/setup-claude.sh # Claude Code plugin + hooks bash scripts/setup-codex.sh # Codex CLI developer_instructions bash scripts/setup-gemini.sh # Gemini CLI hooks + GEMINI.md bash scripts/setup-opencode.sh # OpenCode plugin registration 2. Installed Components Tools that JEO installs and configures: Tool Description Install Command omc (oh-my-claudecode) Claude Code multi-agent orchestration /plugin marketplace add https://github.com/Yeachan-Heo/oh-my-claudecode omx Multi-agent orchestration for OpenCode bunx oh-my-opencode setup ohmg Multi-agent framework for Gemini CLI bunx oh-my-ag bmad BMAD workflow orchestration Included in skills ralph Self-referential completion loop Included in omc or install separately plannotator Visual plan/diff review Auto-installed during PLAN via bash scripts/ensure-plannotator.sh (or preinstall with bash scripts/install.sh --with-plannotator) agentation UI annotation → agent code fix integration (annotate keyword, agentui compatibility maintained) bash scripts/install.sh --with-agentation agent-browser Headless browser for AI agents — primary tool for browser behavior verification npm install -g agent-browser playwriter Playwright-based browser automation (optional) npm install -g playwriter 3. JEO Workflow Full Flow jeo "" │ ▼ [1] PLAN (ralph + plannotator) Draft plan with ralph → visual review with plannotator → Approve/Feedback │ ▼ [2] EXECUTE ├─ team available? → /omc:team N:executor "" │ staged pipeline: plan→prd→exec→verify→fix └─ no team? → /bmad /workflow-init → run BMAD steps │ ▼ [3] VERIFY (agent-browser — default behavior) Verify browser behavior with agent-browser → capture snapshot → confirm UI/functionality is working │ ├─ with annotate keyword → [3.3.1] VERIFY_UI (agentation watch loop) │ agentation_watch_annotations blocking → annotation ack→fix→resolve loop │ ▼ [4] CLEANUP After all work is done → bash scripts/worktree-cleanup.sh git worktree prune 3.1 PLAN Step (ralph + plannotator) Platform note: The /ralph slash command is only available in Claude Code (omc). Use the "alternative method" below for Codex/Gemini/OpenCode. Claude Code (omc): /ralph "jeo-plan: " --completion-promise="PLAN_APPROVED" --max-iterations=5 Codex / Gemini / OpenCode (alternative): # Session-isolated feedback directory (prevents concurrent run conflicts) FEEDBACK_DIR=$(python3 -c "import hashlib,os; h=hashlib.md5(os.getcwd().encode()).hexdigest()[:8]; d=f'/tmp/jeo-{h}'; os.makedirs(d,exist_ok=True); print(d)" 2>/dev/null || echo '/tmp') FEEDBACK_FILE="${FEEDBACK_DIR}/plannotator_feedback.txt" # 1. Write plan.md directly, then review with plannotator (blocking — no &) PLANNOTATOR_RUNTIME_HOME="${FEEDBACK_DIR}/.plannotator" mkdir -p "$PLANNOTATOR_RUNTIME_HOME" touch /tmp/jeo-plannotator-direct.lock && python3 -c " import json print(json.dumps({'tool_input': {'plan': open('plan.md').read(), 'permission_mode': 'acceptEdits'}})) " | env HOME="$PLANNOTATOR_RUNTIME_HOME" PLANNOTATOR_HOME="$PLANNOTATOR_RUNTIME_HOME" plannotator > "$FEEDBACK_FILE" 2>&1 # ↑ Run without &: waits until user clicks Approve/Send Feedback in browser # 2. Check result and branch if python3 -c " import json, sys try: d = json.load(open('$FEEDBACK_FILE')) sys.exit(0 if d.get('approved') is True else 1) except Exception: sys.exit(1) " 2>/dev/null; then echo "PLAN_APPROVED" # → enter EXECUTE step else echo "PLAN_FEEDBACK" # → read \"$FEEDBACK_FILE\", replan, repeat above fi Important: Do not run with & (background). Must run blocking to receive user feedback. Common flow: Generate plan document (plan.md) Run plannotator blocking → browser UI opens automatically Review plan in browser → Approve or Send Feedback Approve ("approved":true) → enter [2] EXECUTE step Feedback → read /tmp/plannotator_feedback.txt annotations and replan (loop) exit 32 (sandbox/CI — Conversation Approval Mode): Output full plan.md content to user Ask: "⚠️ plannotator UI unavailable. Reply 'approve' to proceed or provide feedback." WAIT for user response — do NOT proceed to EXECUTE On approval → update jeo-state.json plan_approved=true, plan_gate_status="manual_approved" → EXECUTE On feedback → revise plan.md, retry loop, repeat Claude Code manual run: Shift+Tab×2 → enter plan mode → plannotator runs automatically when plan is complete 3.2 EXECUTE Step When team is available (Claude Code + omc): /omc:team 3:executor "jeo-exec: " staged pipeline: team-plan → team-prd → team-exec → team-verify → team-fix Maximize speed with parallel agent execution When Claude Code team mode is unavailable: echo "❌ JEO requires /omc:team in Claude Code. Run bash scripts/setup-claude.sh, restart Claude Code, then retry." exit 1 Do not degrade to single-agent mode When team is unavailable (BMAD fallback — Codex / Gemini / OpenCode): /workflow-init # Initialize BMAD workflow /workflow-status # Check current step Proceed in order: Analysis → Planning → Solutioning → Implementation Review documents with plannotator after each step completes 3.3 VERIFY Step (agent-browser — default behavior) When browser-based functionality is present, verify behavior with agent-browser. # Capture snapshot from the URL where the app is running agent-browser snapshot http://localhost:3000 # Check specific elements (accessibility tree ref method) agent-browser snapshot http://localhost:3000 -i # → check element state using @eN ref numbers # Save screenshot agent-browser screenshot http://localhost:3000 -o verify.png Default behavior: Automatically runs the agent-browser verification step when browser-related work is complete. Backend/CLI tasks without a browser UI skip this step. 3.3.1 VERIFY_UI Step (annotate — agentation watch loop) Runs the agentation watch loop when the annotate keyword is detected. (The agentui keyword is also supported for backward compatibility.) This follows the same pattern as plannotator operating in planui / ExitPlanMode. Prerequisites (auto-resolved by pre-flight): npx agentation-mcp server (HTTP :4747) is running — auto-started if not running agentation npm package installed in the project — auto-installed if absent is mounted in the app — auto-injected into entry point if absent Pre-flight Check (required before entering — common to all platforms): # ── Step 1: Auto-start agentation-mcp server if not running ───────────────── JEO_AGENTATION_ENDPOINT="${JEO_AGENTATION_ENDPOINT:-http://localhost:4747}" JEO_AGENTATION_PORT="${JEO_AGENTATION_PORT:-4747}" if ! curl -sf --connect-timeout 2 "${JEO_AGENTATION_ENDPOINT}/health" >/dev/null 2>&1; then echo "[JEO][ANNOTATE] agentation-mcp not running — attempting auto-start on port ${JEO_AGENTATION_PORT}..." if command -v npx >/dev/null 2>&1; then npx -y agentation-mcp server --port "${JEO_AGENTATION_PORT}" >/tmp/agentation-mcp.log 2>&1 & AGENTATION_MCP_PID=$! echo "[JEO][ANNOTATE] started agentation-mcp (PID ${AGENTATION_MCP_PID})" # Wait up to 8 seconds for server to become healthy for i in $(seq 1 8); do sleep 1 if curl -sf --connect-timeout 1 "${JEO_AGENTATION_ENDPOINT}/health" >/dev/null 2>&1; then echo "[JEO][ANNOTATE] ✅ agentation-mcp server ready" break fi done if ! curl -sf --connect-timeout 2 "${JEO_AGENTATION_ENDPOINT}/health" >/dev/null 2>&1; then echo "[JEO][ANNOTATE] ⚠️ agentation-mcp failed to start — skipping VERIFY_UI" python3 -c " import json,os,subprocess,fcntl,time try: root=subprocess.check_output(['git','rev-parse','--show-toplevel'],stderr=subprocess.DEVNULL).decode().strip() except: root=os.getcwd() f=os.path.join(root,'.omc/state/jeo-state.json') if os.path.exists(f): with open(f,'r+') as fh: fcntl.flock(fh,fcntl.LOCK_EX) try: d=json.load(fh) d['last_error']='agentation-mcp failed to start; VERIFY_UI skipped' d['updated_at']=time.strftime('%Y-%m-%dT%H:%M:%SZ',time.gmtime()) fh.seek(0); json.dump(d,fh,ensure_ascii=False,indent=2); fh.truncate() finally: fcntl.flock(fh,fcntl.LOCK_UN) " 2>/dev/null || true # Proceed to STEP 4 CLEANUP (no exit 1 — graceful skip) fi else echo "[JEO][ANNOTATE] ⚠️ npx not found — cannot auto-start agentation-mcp. Skipping VERIFY_UI." python3 -c " import json,os,subprocess,fcntl,time try: root=subprocess.check_output(['git','rev-parse','--show-toplevel'],stderr=subprocess.DEVNULL).decode().strip() except: root=os.getcwd() f=os.path.join(root,'.omc/state/jeo-state.json') if os.path.exists(f): with open(f,'r+') as fh: fcntl.flock(fh,fcntl.LOCK_EX) try: d=json.load(fh) d['last_error']='npx not found; agentation-mcp auto-start skipped; VERIFY_UI skipped' d['updated_at']=time.strftime('%Y-%m-%dT%H:%M:%SZ',time.gmtime()) fh.seek(0); json.dump(d,fh,ensure_ascii=False,indent=2); fh.truncate() finally: fcntl.flock(fh,fcntl.LOCK_UN) " 2>/dev/null || true # Proceed to STEP 4 CLEANUP (no exit 1 — graceful skip) fi fi # ── Step 2: Auto-install agentation package + inject if needed ── # Only runs when server is confirmed healthy if curl -sf --connect-timeout 2 "${JEO_AGENTATION_ENDPOINT}/health" >/dev/null 2>&1; then SESSIONS=$(curl -sf "${JEO_AGENTATION_ENDPOINT}/sessions" 2>/dev/null || echo "[]") S_COUNT=$(echo "$SESSIONS" | python3 -c "import sys,json; print(len(json.load(sys.stdin)))" 2>/dev/null || echo 0) if [ "$S_COUNT" -eq 0 ]; then echo "[JEO][ANNOTATE] No active sessions — running ensure-agentation.sh to install package and inject component..." # Locate ensure-agentation.sh (try common installation paths) ENSURE_SCRIPT="" for candidate in \ "$(dirname "${BASH_SOURCE[0]:-$0}")/ensure-agentation.sh" \ "$HOME/.claude/skills/jeo/scripts/ensure-agentation.sh" \ "$HOME/.agent-skills/jeo/scripts/ensure-agentation.sh" \ "$HOME/.codex/skills/jeo/scripts/ensure-agentation.sh"; do if [[ -f "$candidate" ]]; then ENSURE_SCRIPT="$candidate" break fi done if [[ -n "$ENSURE_SCRIPT" ]]; then ENSURE_EXIT=0 bash "$ENSURE_SCRIPT" \ --project-dir "${PROJECT_DIR:-$PWD}" \ --endpoint "${JEO_AGENTATION_ENDPOINT}" || ENSURE_EXIT=$? if [ "$ENSURE_EXIT" -eq 0 ]; then echo "[JEO][ANNOTATE] ensure-agentation completed — waiting up to 15s for browser to reconnect..." # Wait for dev server hot-reload and browser reconnection for i in $(seq 1 15); do sleep 1 NEW_S_COUNT=$(curl -sf "${JEO_AGENTATION_ENDPOINT}/sessions" 2>/dev/null | \ python3 -c "import sys,json; print(len(json.load(sys.stdin)))" 2>/dev/null || echo 0) if [ "$NEW_S_COUNT" -gt 0 ]; then echo "[JEO][ANNOTATE] ✅ Browser session established (${NEW_S_COUNT} session(s))" S_COUNT=$NEW_S_COUNT break fi done if [ "$S_COUNT" -eq 0 ]; then echo "[JEO][ANNOTATE] ⚠️ Component injected but no browser session yet." echo " → Refresh the browser at your app URL, then re-run annotate." fi elif [ "$ENSURE_EXIT" -eq 2 ]; then echo "[JEO][ANNOTATE] ℹ️ Not a Node.js project — mount manually." else echo "[JEO][ANNOTATE] ⚠️ ensure-agentation.sh failed (exit $ENSURE_EXIT) — mount manually." fi else echo "[JEO][ANNOTATE] ⚠️ ensure-agentation.sh not found — mount manually." fi fi echo "[JEO][ANNOTATE] ✅ agentation ready — server OK, ${S_COUNT} session(s)" fi After passing pre-flight (else branch), update jeo-state.json phase to "verify_ui", set agentation.active to true, and set agentation.submit_gate_status to "waiting_for_submit". Do not call /pending yet. Draft annotations are not actionable until the user explicitly submits them. Claude Code (direct MCP tool call): # annotate keyword detected (or agentui — backward compatible) # 1. wait for UserPromptSubmit after the user clicks Send Annotations / onSubmit # 2. the JEO submit-gate hook records submit_gate_status="submitted" # 3. only then run the blocking agentation watch loop # # batchWindowSeconds:10 — receive annotations in 10-second batches # timeoutSeconds:120 — auto-exit after 120 seconds with no annotations # # Per-annotation processing loop: # 1. agentation_acknowledge_annotation({id}) — show 'processing' in UI # 2. navigate code via annotation.elementPath (CSS selector) → apply fix # 3. agentation_resolve_annotation({id, summary}) — mark 'done' + save summary # # Loop ends when annotation count=0 or timeout Important: agentation_watch_annotations is a blocking call. Do not run with & background. Same as plannotator's approved:true loop: annotation count=0 or timeout = completion signal. annotate is the primary keyword. agentui is a backward-compatible alias and behaves identically. Codex / Gemini / OpenCode (HTTP REST API fallback): START_TIME=$(date +%s) TIMEOUT_SECONDS=120 # Required gate: do not enter the loop until the human has clicked Send Annotations # and the platform has opened agentation.submit_gate_status="submitted". while true; do # Timeout check NOW=$(date +%s) ELAPSED=$((NOW - START_TIME)) if [ $ELAPSED -ge $TIMEOUT_SECONDS ]; then echo "[JEO] agentation polling timeout (${TIMEOUT_SECONDS}s) — some annotations may remain unresolved" break fi SUBMIT_GATE=$(python3 -c " import json try: print(json.load(open('.omc/state/jeo-state.json')).get('agentation', {}).get('submit_gate_status', 'idle')) except Exception: print('idle') " 2>/dev/null || echo "idle") if [ "$SUBMIT_GATE" != "submitted" ]; then sleep 2 continue fi COUNT=$(curl -sf --connect-timeout 3 --max-time 5 http://localhost:4747/pending 2>/dev/null | python3 -c "import sys,json; data=sys.stdin.read(); d=json.loads(data) if data.strip() else {}; print(d.get('count', len(d.get('annotations', [])) if isinstance(d, dict) else 0))" 2>/dev/null || echo 0) [ "$COUNT" -eq 0 ] && break # Process each annotation: # a) Acknowledge (show as in-progress) curl -X PATCH http://localhost:4747/annotations/ \ -H 'Content-Type: application/json' \ -d '{"status": "acknowledged"}' # b) Navigate code via elementPath (CSS selector) → apply fix # c) Resolve (mark done + fix summary) curl -X PATCH http://localhost:4747/annotations/ \ -H 'Content-Type: application/json' \ -d '{"status": "resolved", "resolution": ""}' sleep 3 done 3.4 CLEANUP Step (automatic worktree cleanup) # Runs automatically after all work is complete bash scripts/worktree-cleanup.sh # Individual commands git worktree list # List current worktrees git worktree prune # Clean up worktrees for deleted branches bash scripts/worktree-cleanup.sh --force # Force cleanup including dirty worktrees Default run removes only clean extra worktrees; worktrees with changes are left with a warning. Use --force only after review. 4. Platform Plugin Configuration 4.1 Claude Code # Automatic setup bash scripts/setup-claude.sh # Or manually: /plugin marketplace add https://github.com/Yeachan-Heo/oh-my-claudecode /plugin install oh-my-claudecode /omc:omc-setup # Add plannotator hook bash .agent-skills/plannotator/scripts/setup-hook.sh Config file: ~/.claude/settings.json { "hooks": { "PermissionRequest": [{ "matcher": "ExitPlanMode", "hooks": [{ "type": "command", "command": "python3 ~/.agent-skills/jeo/scripts/claude-plan-gate.py", "timeout": 1800 }] }] } } agentation MCP config (~/.claude/settings.json or .claude/mcp.json): { "mcpServers": { "agentation": { "command": "npx", "args": ["-y", "agentation-mcp", "server"] } }, "hooks": { "UserPromptSubmit": [{ "matcher": "*", "hooks": [{ "type": "command", "command": "python3 ~/.agent-skills/jeo/scripts/claude-agentation-submit-hook.py", "timeout": 300 }] }] } } bash ~/.agent-skills/jeo/scripts/setup-claude.sh migrates stale ~/.agent-skills/omg/... hook paths to the active JEO install and installs compatibility shims for legacy Claude setups. 4.2 Codex CLI # Automatic setup bash scripts/setup-codex.sh # What gets configured: # - developer_instructions: ~/.codex/config.toml # - prompt file: ~/.codex/prompts/jeo.md # - notify hook: ~/.codex/hooks/jeo-notify.py # - [tui] notifications: agent-turn-complete agentation MCP config (~/.codex/config.toml): [mcp_servers.agentation] command = "npx" args = ["-y", "agentation-mcp", "server"] notify hook (~/.codex/hooks/jeo-notify.py): Detects PLAN_READY signal in last-assistant-message when agent turn completes Confirms plan.md exists, compares the current hash against last_reviewed_plan_hash, and skips the gate when the plan was already reviewed Saves result to /tmp/plannotator_feedback.txt Detects ANNOTATE_READY signal (or backward-compatible AGENTUI_READY) only in verify_ui Opens agentation.submit_gate_status="submitted" first, then polls http://localhost:4747/pending ~/.codex/config.toml config: developer_instructions = """ # JEO Orchestration Workflow # ... """ notify = ["python3", "~/.codex/hooks/jeo-notify.py"] [tui] notifications = ["agent-turn-complete"] notification_method = "osc9" developer_instructions must be a top-level string. Writing it as a [developer_instructions] table may cause Codex to fail on startup with invalid type: map, expected a string. notify and [tui].notifications must also be set correctly for the PLAN/ANNOTATE follow-up loop to actually work. Using in Codex: /prompts:jeo # Activate JEO workflow # Agent writes plan.md and outputs "PLAN_READY" → notify hook runs automatically 4.3 Gemini CLI # Automatic setup bash scripts/setup-gemini.sh # What gets configured: # - AfterAgent backup hook: ~/.gemini/hooks/jeo-plannotator.sh # - Instructions (MANDATORY loop): ~/.gemini/GEMINI.md Key principle: The agent must call plannotator directly in blocking mode to receive feedback in the same turn. The AfterAgent hook serves only as a safety net (runs after turn ends → injected in next turn). AfterAgent backup hook (~/.gemini/settings.json): { "hooks": { "AfterAgent": [{ "matcher": "", "hooks": [{ "name": "plannotator-review", "type": "command", "command": "bash ~/.gemini/hooks/jeo-plannotator.sh", "description": "Run plannotator when plan.md is detected (AfterAgent backup)" }] }] } } PLAN instructions added to GEMINI.md (mandatory loop): 1. Write plan.md 2. Run plannotator blocking (no &) → /tmp/plannotator_feedback.txt 3. approved=true → EXECUTE / Not approved → revise and repeat step 2 NEVER proceed to EXECUTE without approved=true. agentation MCP config (~/.gemini/settings.json): { "mcpServers": { "agentation": { "command": "npx", "args": ["-y", "agentation-mcp", "server"] } } } Note: Gemini CLI hook events use BeforeTool and AfterAgent. ExitPlanMode is a Claude Code-only hook. Hooks Official Guide 4.4 OpenCode # Automatic setup bash scripts/setup-opencode.sh # Added to opencode.json: # "@plannotator/opencode@latest" plugin # "@oh-my-opencode/opencode@latest" plugin (omx) OpenCode slash commands: /jeo-plan — plan with ralph + plannotator /jeo-exec — execute with team/bmad /jeo-annotate — start agentation watch loop (annotate; /jeo-agentui is a deprecated alias) /jeo-cleanup — worktree cleanup plannotator integration (MANDATORY blocking loop): # Write plan.md then run PLAN gate (no &) — receive feedback in same turn bash scripts/plannotator-plan-loop.sh plan.md /tmp/plannotator_feedback.txt 3 # - Must wait until approve/feedback is received # - Auto-restart on session exit (up to 3 times) # - After 3 exits, confirm with user whether to abort or resume # - exit 32 if localhost bind unavailable (replace with manual gate in TTY) # Branch based on result # approved=true → enter EXECUTE # not approved → apply feedback, revise plan.md → repeat above agentation MCP config (opencode.json): { "mcp": { "agentation": { "type": "local", "command": ["npx", "-y", "agentation-mcp", "server"] } } } 5. Memory & State JEO stores state at the following paths: {worktree}/.omc/state/jeo-state.json # JEO execution state {worktree}/.omc/plans/jeo-plan.md # Approved plan {worktree}/.omc/logs/jeo-*.log # Execution logs State file structure: { "mode": "jeo", "phase": "plan|execute|verify|verify_ui|cleanup|done", "session_id": "", "task": "current task description", "plan_approved": true, "plan_gate_status": "pending|approved|feedback_required|infrastructure_blocked|manual_approved", "plan_current_hash": "", "last_reviewed_plan_hash": "", "last_reviewed_plan_at": "2026-02-24T00:00:00Z", "plan_review_method": "plannotator|manual|null", "team_available": true, "retry_count": 0, "last_error": null, "checkpoint": "plan|execute|verify|verify_ui|cleanup", "created_at": "2026-02-24T00:00:00Z", "updated_at": "2026-02-24T00:00:00Z", "agentation": { "active": false, "session_id": null, "keyword_used": null, "submit_gate_status": "idle|waiting_for_submit|submitted", "submit_signal": "claude-user-prompt-submit|codex-notify|gemini-manual|null", "submit_received_at": "2026-02-24T00:00:00Z", "submitted_annotation_count": 0, "started_at": null, "timeout_seconds": 120, "annotations": { "total": 0, "acknowledged": 0, "resolved": 0, "dismissed": 0, "pending": 0 }, "completed_at": null, "exit_reason": null } } agentation fields: active — whether the watch loop is running (used as hook guard), session_id — for resuming, submit_gate_status — prevents processing draft annotations before submit/onSubmit, submit_signal — which platform opened the gate, submit_received_at / submitted_annotation_count — audit trail for the submitted batch, exit_reason — "all_resolved" | "timeout" | "user_cancelled" | "error" dismissed annotations: When a user dismisses an annotation in the agentation UI (status becomes "dismissed"), the agent should skip code changes for that annotation, increment annotations.dismissed, and continue to the next pending annotation. Dismissed annotations are counted but not acted upon. The watch loop exits normally when pending == 0 (resolved + dismissed covers all). plan_review_method: set to "plannotator" when approved via UI, "manual" when approved via TTY fallback gate. cleanup_completed: set to true by worktree-cleanup.sh after successful worktree prune. Error recovery fields: retry_count — number of retries after an error. Increments +1 on each pre-flight failure. Ask user to confirm if >= 3. last_error — most recent error message. Used to identify the cause on restart. checkpoint — last phase that was started. Resume from this phase on restart (plan|execute|verify|cleanup). Checkpoint-based resume flow: # Check checkpoint on restart python3 -c " import json, os, subprocess try: root = subprocess.check_output(['git', 'rev-parse', '--show-toplevel'], stderr=subprocess.DEVNULL).decode().strip() except: root = os.getcwd() f = os.path.join(root, '.omc/state/jeo-state.json') if os.path.exists(f): d=json.load(open(f)) cp=d.get('checkpoint') err=d.get('last_error') rc=d.get('retry_count',0) print(f'Resume from: {cp or \"beginning\"}') if err: print(f'Previous error ({rc} time(s)): {err}') if rc >= 3: print('⚠️ Retry count exceeded 3 — user confirmation required') " Restore after restart: # Check status and resume bash scripts/check-status.sh --resume 6. Recommended Workflow # Step 1: Install (once) bash scripts/install.sh --all bash scripts/check-status.sh # Step 2: Start work jeo "" # Activate with keyword # Or in Claude: Shift+Tab×2 → plan mode # Step 3: Review plan with plannotator # Approve or Send Feedback in browser UI # Step 4: Automatic execution # team or bmad handles the work # Step 5: Cleanup after completion bash scripts/worktree-cleanup.sh 7. Best Practices Plan first: always review the plan with ralph+plannotator before executing (catches wrong approaches early) Team first: omc team mode is most efficient in Claude Code bmad fallback: use BMAD in environments without team (Codex, Gemini) Worktree cleanup: run worktree-cleanup.sh immediately after work completes (prevents branch pollution) State persistence: use .omc/state/jeo-state.json to maintain state across sessions annotate: use the annotate keyword to run the agentation watch loop for complex UI changes (precise code changes via CSS selector). agentui is a backward-compatible alias. 8. Troubleshooting Issue Solution plannotator not running JEO first auto-runs bash scripts/ensure-plannotator.sh; if it still fails, run bash .agent-skills/plannotator/scripts/check-status.sh plannotator not opening in Claude Code plannotator is hook-only. Do NOT call it via MCP or CLI. Use EnterPlanMode → write plan → ExitPlanMode; the hook fires automatically. Verify hook is set: cat ~/.claude/settings.json | python3 -c "import sys,json;h=json.load(sys.stdin).get('hooks',{});print(h.get('PermissionRequest','missing'))" plannotator feedback not received Remove & background execution → run blocking, then check /tmp/plannotator_feedback.txt (Codex/Gemini/OpenCode only) Same plan is repeatedly re-reviewed in Codex Compare last_reviewed_plan_hash in jeo-state.json with the current plan.md hash. If they match and plan_gate_status is terminal, do not re-run Codex startup failure (invalid type: map, expected a string) Re-run bash scripts/setup-codex.sh and confirm developer_instructions in ~/.codex/config.toml is a top-level string Gemini feedback loop missing Add blocking direct call instruction to ~/.gemini/GEMINI.md worktree conflict git worktree prune && git worktree list team mode not working JEO requires team mode in Claude Code. Run bash scripts/setup-claude.sh, restart Claude Code, and verify CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1 before retrying omc install failed Run /omc:omc-doctor agent-browser error Check agent-browser --version annotate (agentation) not opening Check curl http://localhost:4747/health and curl http://localhost:4747/sessions. JEO waits for explicit submit/onSubmit before polling /pending annotation not reflected in code Confirm summary field is present when calling agentation_resolve_annotation agentui keyword not activating Use the annotate keyword (new). agentui is a deprecated alias but still works. MCP tool not registered (Codex/Gemini) Re-run bash scripts/setup-codex.sh / setup-gemini.sh 9. References oh-my-claudecode — Claude Code multi-agent plannotator — visual plan/diff review BMAD Method — structured AI development workflow Agent Skills Spec — skill format specification agentation — UI annotation → agent code fix integration (annotate; agentui backward compatible) Weekly Installs10.2KRepositorysupercent-io/sk…templateGitHub Stars53First SeenFeb 25, 2026Security AuditsGen Agent Trust HubFailSocketPassSnykWarnInstalled oncodex10.1Kgemini-cli10.1Kopencode10.1Kkimi-cli10.1Kcline10.1Kcursor10.1K --- *Source: https://skills.yangsir.net/skill/sm-jeo* *Markdown mirror: https://skills.yangsir.net/api/skill/sm-jeo/markdown*