| name | jeo |
| description | JEO — Integrated AI agent orchestration skill. Plan with ralph+plannotator, execute with team/bmad, verify browser behavior with agent-browser, apply UI feedback with agentation(annotate), auto-cleanup worktrees after completion. Supports Claude, Codex, Gemini CLI, and OpenCode. Install: ralph, omc, omx, ohmg, bmad, plannotator, agent-browser, agentation. |
| compatibility | Requires git, node>=18, bash. Optional: bun, docker. |
| allowed-tools | Read Write Bash Grep Glob Task |
| metadata | {"tags":"jeo, orchestration, ralph, plannotator, agentation, annotate, agentui, UI-review, team, bmad, omc, omx, ohmg, agent-browser, multi-agent, workflow, worktree-cleanup, browser-verification, ui-feedback","platforms":"Claude, Codex, Gemini, OpenCode","keyword":"jeo","version":"1.3.1","source":"supercent-io/skills-template"} |
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": "<detected 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": "<ISO 8601>",
"updated_at": "<ISO 8601>",
"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:
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']='<current_phase>' # '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']='<error message>'
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:
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):
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
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
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
_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 ${_JEO_SCRIPTS}/../scripts/install.sh --with-plannotator"
exit 1
fi
FEEDBACK_DIR=$(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):
- 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):
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="$TEAM_AVAILABLE"
python3 -c "
import json,os,subprocess,fcntl
try:
root=subprocess.check_output(['git','rev-parse','--show-toplevel'],stderr=subprocess.DEVNULL).decode().strip()
except:
root=os.getcwd()
f=os.path.join(root,'.omc/state/jeo-state.json')
if os.path.exists(f):
with open(f,'r+') as fh:
fcntl.flock(fh,fcntl.LOCK_EX)
try:
d=json.load(fh)
d['team_available']=os.environ.get('TEAM_AVAILABLE_BOOL','false').lower()=='true'
fh.seek(0); json.dump(d,fh,ensure_ascii=False,indent=2); fh.truncate()
finally:
fcntl.flock(fh,fcntl.LOCK_UN)
" 2>/dev/null || true
- Update
jeo-state.json phase to "execute"
- Team available (Claude Code + omc):
/omc:team 3:executor "<task>"
- Claude Code but no team:
echo "❌ JEO requires Claude Code team mode. Re-run bash scripts/setup-claude.sh, restart Claude Code, and confirm CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1."
exit 1
Never fall back to single-agent execution in Claude Code.
- No omc (BMAD fallback — Codex / Gemini / OpenCode only):
/workflow-init # Initialize BMAD
/workflow-status # Check current step
STEP 3: VERIFY
- Update
jeo-state.json phase to "verify"
- Basic verification with agent-browser (when browser UI is present):
agent-browser snapshot http://localhost:3000
annotate keyword detected → enter STEP 3.1
- Otherwise → enter STEP 4
STEP 3.1: VERIFY_UI (only when annotate keyword is detected)
- Pre-flight check (required before entering):
bash scripts/ensure-agentation.sh --project-dir "${PROJECT_DIR:-$PWD}" --endpoint "http://localhost:4747" || true
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.
npx skills add https://github.com/supercent-io/skills-template --skill jeo
bash scripts/install.sh --all
bash scripts/check-status.sh
bash scripts/setup-claude.sh
bash scripts/setup-codex.sh
bash scripts/setup-gemini.sh
bash scripts/setup-opencode.sh
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 "<task>"
│
▼
[1] PLAN (ralph + plannotator)
Draft plan with ralph → visual review with plannotator → Approve/Feedback
│
▼
[2] EXECUTE
├─ team available? → /omc:team N:executor "<task>"
│ 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: <task>" --completion-promise="PLAN_APPROVED" --max-iterations=5
Codex / Gemini / OpenCode (alternative):
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="${FEEDBACK_DIR}/plannotator_feedback.txt"
PLANNOTATOR_RUNTIME_HOME="${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
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"
else
echo "PLAN_FEEDBACK"
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: <task based on approved plan>"
- 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
/workflow-status
- 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.
agent-browser snapshot http://localhost:3000
agent-browser snapshot http://localhost:3000 -i
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
<Agentation endpoint="http://localhost:4747" /> is mounted in the app — auto-injected into entry point if absent
Pre-flight Check (required before entering — common to all platforms):
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})"
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 "${JEO_AGENTATION_ENDPOINT}/health" >/dev/null 2>&1; then
echo "[JEO][ANNOTATE] ⚠️ agentation-mcp failed to start — skipping VERIFY_UI"
python3 -c "
import json,os,subprocess,fcntl,time
try:
root=subprocess.check_output(['git','rev-parse','--show-toplevel'],stderr=subprocess.DEVNULL).decode().strip()
except:
root=os.getcwd()
f=os.path.join(root,'.omc/state/jeo-state.json')
if os.path.exists(f):
with open(f,'r+') as fh:
fcntl.flock(fh,fcntl.LOCK_EX)
try:
d=json.load(fh)
d['last_error']='agentation-mcp failed to start; VERIFY_UI skipped'
d['updated_at']=time.strftime('%Y-%m-%dT%H:%M:%SZ',time.gmtime())
fh.seek(0); json.dump(d,fh,ensure_ascii=False,indent=2); fh.truncate()
finally:
fcntl.flock(fh,fcntl.LOCK_UN)
" 2>/dev/null || true
fi
else
echo "[JEO][ANNOTATE] ⚠️ npx not found — cannot auto-start agentation-mcp. Skipping VERIFY_UI."
python3 -c "
import json,os,subprocess,fcntl,time
try:
root=subprocess.check_output(['git','rev-parse','--show-toplevel'],stderr=subprocess.DEVNULL).decode().strip()
except:
root=os.getcwd()
f=os.path.join(root,'.omc/state/jeo-state.json')
if os.path.exists(f):
with open(f,'r+') as fh:
fcntl.flock(fh,fcntl.LOCK_EX)
try:
d=json.load(fh)
d['last_error']='npx not found; agentation-mcp auto-start skipped; VERIFY_UI skipped'
d['updated_at']=time.strftime('%Y-%m-%dT%H:%M:%SZ',time.gmtime())
fh.seek(0); json.dump(d,fh,ensure_ascii=False,indent=2); fh.truncate()
finally:
fcntl.flock(fh,fcntl.LOCK_UN)
" 2>/dev/null || true
fi
fi
if curl -sf --connect-timeout 2 "${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 [ "$S_COUNT" -eq 0 ]; then
echo "[JEO][ANNOTATE] No active sessions — running ensure-agentation.sh to install package and inject component..."
ENSURE_SCRIPT=""
for candidate in \
"$(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..."
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 <Agentation endpoint='${JEO_AGENTATION_ENDPOINT}' /> manually."
else
echo "[JEO][ANNOTATE] ⚠️ ensure-agentation.sh failed (exit $ENSURE_EXIT) — mount <Agentation endpoint='${JEO_AGENTATION_ENDPOINT}' /> manually."
fi
else
echo "[JEO][ANNOTATE] ⚠️ ensure-agentation.sh not found — mount <Agentation endpoint='${JEO_AGENTATION_ENDPOINT}' /> 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
while true; do
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
curl -X PATCH http://localhost:4747/annotations/<id> \
-H 'Content-Type: application/json' \
-d '{"status": "acknowledged"}'
curl -X PATCH http://localhost:4747/annotations/<id> \
-H 'Content-Type: application/json' \
-d '{"status": "resolved", "resolution": "<fix summary>"}'
sleep 3
done
3.4 CLEANUP Step (automatic worktree cleanup)
bash scripts/worktree-cleanup.sh
git worktree list
git worktree prune
bash scripts/worktree-cleanup.sh --force
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
bash scripts/setup-claude.sh
/plugin marketplace add https://github.com/Yeachan-Heo/oh-my-claudecode
/plugin install oh-my-claudecode
/omc:omc-setup
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
bash scripts/setup-codex.sh
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
4.3 Gemini CLI
bash scripts/setup-gemini.sh
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
bash scripts/setup-opencode.sh
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):
bash scripts/plannotator-plan-loop.sh plan.md /tmp/plannotator_feedback.txt 3
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": "<uuid>",
"task": "current task description",
"plan_approved": true,
"plan_gate_status": "pending|approved|feedback_required|infrastructure_blocked|manual_approved",
"plan_current_hash": "<sha256 or null>",
"last_reviewed_plan_hash": "<sha256 or null>",
"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:
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:
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 "<task description>" # 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