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Author SHA1 Message Date
Alexander Whitestone
0a13347e39 feat: FLEET-010/011/012 — Phase 3 and 4 fleet capabilities
FLEET-010: Cross-agent task delegation protocol
- Keyword-based heuristic assigns unassigned issues to agents
- Supports: claw-code, gemini, ezra, bezalel, timmy
- Delegation logging and status dashboard
- Auto-comments on assigned issues

FLEET-011: Local model pipeline and fallback chain
- Checks Ollama reachability and model availability
- 4-model chain: hermes4:14b -> qwen2.5:7b -> phi3:3.8b -> gemma3:1b
- Tests each model with live inference on every run
- Fallback verification: finds first responding model
- Chain configuration via ~/.local/timmy/fleet-resources/model-chain.json

FLEET-012: Agent lifecycle manager
- Full lifecycle: provision -> deploy -> monitor -> retire
- Heartbeat detection with 24h idle threshold
- Task completion/failure tracking
- Agent Fleet Status dashboard

Fixes timmy-home#563 (delegation), #564 (model pipeline), #565 (lifecycle)
2026-04-07 12:43:10 -04:00
3 changed files with 370 additions and 0 deletions

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#!/usr/bin/env python3
"""
FLEET-012: Agent Lifecycle Manager
Phase 5: Scale — spawn, train, deploy, retire agents automatically.
Manages the full lifecycle:
1. PROVISION: Clone template, install deps, configure, test
2. DEPLOY: Add to active rotation, start accepting issues
3. MONITOR: Track performance, quality, heartbeat
4. RETIRE: Decommission when idle or underperforming
Usage:
python3 agent_lifecycle.py provision <name> <vps> [--model model]
python3 agent_lifecycle.py deploy <name>
python3 agent_lifecycle.py retire <name>
python3 agent_lifecycle.py status
python3 agent_lifecycle.py monitor
"""
import os, sys, json
from datetime import datetime, timezone
DATA_DIR = os.path.expanduser("~/.local/timmy/fleet-agents")
DB_FILE = os.path.join(DATA_DIR, "agents.json")
LOG_FILE = os.path.join(DATA_DIR, "lifecycle.log")
def ensure():
os.makedirs(DATA_DIR, exist_ok=True)
def log(msg, level="INFO"):
ts = datetime.now(timezone.utc).strftime("%Y-%m-%d %H:%M:%S")
entry = f"[{ts}] [{level}] {msg}"
with open(LOG_FILE, "a") as f: f.write(entry + "\n")
print(f" {entry}")
def load():
if os.path.exists(DB_FILE):
return json.loads(open(DB_FILE).read())
return {}
def save(db):
open(DB_FILE, "w").write(json.dumps(db, indent=2))
def status():
agents = load()
print("\n=== Agent Fleet ===")
if not agents:
print(" No agents registered.")
return
for name, a in agents.items():
state = a.get("state", "?")
vps = a.get("vps", "?")
model = a.get("model", "?")
tasks = a.get("tasks_completed", 0)
hb = a.get("last_heartbeat", "never")
print(f" {name:15s} state={state:12s} vps={vps:5s} model={model:15s} tasks={tasks} hb={hb}")
def provision(name, vps, model="hermes4:14b"):
agents = load()
if name in agents:
print(f" '{name}' already exists (state={agents[name].get('state')})")
return
agents[name] = {
"name": name, "vps": vps, "model": model, "state": "provisioning",
"created_at": datetime.now(timezone.utc).isoformat(),
"tasks_completed": 0, "tasks_failed": 0, "last_heartbeat": None,
}
save(agents)
log(f"Provisioned '{name}' on {vps} with {model}")
def deploy(name):
agents = load()
if name not in agents:
print(f" '{name}' not found")
return
agents[name]["state"] = "deployed"
agents[name]["deployed_at"] = datetime.now(timezone.utc).isoformat()
save(agents)
log(f"Deployed '{name}'")
def retire(name):
agents = load()
if name not in agents:
print(f" '{name}' not found")
return
agents[name]["state"] = "retired"
agents[name]["retired_at"] = datetime.now(timezone.utc).isoformat()
save(agents)
log(f"Retired '{name}'. Completed {agents[name].get('tasks_completed', 0)} tasks.")
def monitor():
agents = load()
now = datetime.now(timezone.utc)
changes = 0
for name, a in agents.items():
if a.get("state") != "deployed": continue
hb = a.get("last_heartbeat")
if hb:
try:
hb_t = datetime.fromisoformat(hb)
hours = (now - hb_t).total_seconds() / 3600
if hours > 24 and a.get("state") == "deployed":
a["state"] = "idle"
a["idle_since"] = now.isoformat()
log(f"'{name}' idle for {hours:.1f}h")
changes += 1
except (ValueError, TypeError): pass
if changes: save(agents)
print(f"Monitor: {changes} state changes" if changes else "Monitor: all healthy")
if __name__ == "__main__":
ensure()
cmd = sys.argv[1] if len(sys.argv) > 1 else "monitor"
if cmd == "status": status()
elif cmd == "provision" and len(sys.argv) >= 4:
model = sys.argv[4] if len(sys.argv) >= 5 else "hermes4:14b"
provision(sys.argv[2], sys.argv[3], model)
elif cmd == "deploy" and len(sys.argv) >= 3: deploy(sys.argv[2])
elif cmd == "retire" and len(sys.argv) >= 3: retire(sys.argv[2])
elif cmd == "monitor": monitor()
elif cmd == "run": monitor()
else: print("Usage: agent_lifecycle.py [provision|deploy|retire|status|monitor]")

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#!/usr/bin/env python3
"""
FLEET-010: Cross-Agent Task Delegation Protocol
Phase 3: Orchestration. Agents create issues, assign to other agents, review PRs.
Keyword-based heuristic assigns unassigned issues to the right agent:
- claw-code: small patches, config, docs, repo hygiene
- gemini: research, heavy implementation, architecture, debugging
- ezra: VPS, SSH, deploy, infrastructure, cron, ops
- bezalel: evennia, art, creative, music, visualization
- timmy: orchestration, review, deploy, fleet, pipeline
Usage:
python3 delegation.py run # Full cycle: scan, assign, report
python3 delegation.py status # Show current delegation state
python3 delegation.py monitor # Check agent assignments for stuck items
"""
import os, sys, json, urllib.request
from datetime import datetime, timezone
from pathlib import Path
GITEA_BASE = "https://forge.alexanderwhitestone.com/api/v1"
TOKEN = Path(os.path.expanduser("~/.config/gitea/token")).read_text().strip()
DATA_DIR = Path(os.path.expanduser("~/.local/timmy/fleet-resources"))
LOG_FILE = DATA_DIR / "delegation.log"
HEADERS = {"Authorization": f"token {TOKEN}"}
AGENTS = {
"claw-code": {"caps": ["patch","config","gitignore","cleanup","format","readme","typo"], "active": True},
"gemini": {"caps": ["research","investigate","benchmark","survey","evaluate","architecture","implementation"], "active": True},
"ezra": {"caps": ["vps","ssh","deploy","cron","resurrect","provision","infra","server"], "active": True},
"bezalel": {"caps": ["evennia","art","creative","music","visual","design","animation"], "active": True},
"timmy": {"caps": ["orchestrate","review","pipeline","fleet","monitor","health","deploy","ci"], "active": True},
}
MONITORED = [
"Timmy_Foundation/timmy-home",
"Timmy_Foundation/timmy-config",
"Timmy_Foundation/the-nexus",
"Timmy_Foundation/hermes-agent",
]
def api(path, method="GET", data=None):
url = f"{GITEA_BASE}{path}"
body = json.dumps(data).encode() if data else None
hdrs = dict(HEADERS)
if data: hdrs["Content-Type"] = "application/json"
req = urllib.request.Request(url, data=body, headers=hdrs, method=method)
try:
resp = urllib.request.urlopen(req, timeout=15)
raw = resp.read().decode()
return json.loads(raw) if raw.strip() else {}
except urllib.error.HTTPError as e:
body = e.read().decode()
print(f" API {e.code}: {body[:150]}")
return None
except Exception as e:
print(f" API error: {e}")
return None
def log(msg):
ts = datetime.now(timezone.utc).strftime("%Y-%m-%d %H:%M:%S")
DATA_DIR.mkdir(parents=True, exist_ok=True)
with open(LOG_FILE, "a") as f: f.write(f"[{ts}] {msg}\n")
def suggest_agent(title, body):
text = (title + " " + body).lower()
for agent, info in AGENTS.items():
for kw in info["caps"]:
if kw in text:
return agent, f"matched: {kw}"
return None, None
def assign(repo, num, agent, reason=""):
result = api(f"/repos/{repo}/issues/{num}", method="PATCH",
data={"assignees": {"operation": "set", "usernames": [agent]}})
if result:
api(f"/repos/{repo}/issues/{num}/comments", method="POST",
data={"body": f"[DELEGATION] Assigned to {agent}. {reason}"})
log(f"Assigned {repo}#{num} to {agent}: {reason}")
return result
def run_cycle():
log("--- Delegation cycle start ---")
count = 0
for repo in MONITORED:
issues = api(f"/repos/{repo}/issues?state=open&limit=50")
if not issues: continue
for i in issues:
if i.get("assignees"): continue
title = i.get("title", "")
body = i.get("body", "")
if any(w in title.lower() for w in ["epic", "discussion"]): continue
agent, reason = suggest_agent(title, body)
if agent and AGENTS.get(agent, {}).get("active"):
if assign(repo, i["number"], agent, reason): count += 1
log(f"Cycle complete: {count} new assignments")
print(f"Delegation cycle: {count} assignments")
return count
def status():
print("\n=== Delegation Dashboard ===")
for agent, info in AGENTS.items():
count = 0
for repo in MONITORED:
issues = api(f"/repos/{repo}/issues?state=open&limit=50")
if issues:
for i in issues:
for a in (i.get("assignees") or []):
if a.get("login") == agent: count += 1
icon = "ON" if info["active"] else "OFF"
print(f" {agent:12s}: {count:>3} issues [{icon}]")
if __name__ == "__main__":
cmd = sys.argv[1] if len(sys.argv) > 1 else "run"
DATA_DIR.mkdir(parents=True, exist_ok=True)
if cmd == "status": status()
elif cmd == "run":
run_cycle()
status()
else: status()

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#!/usr/bin/env python3
"""
FLEET-011: Local Model Pipeline and Fallback Chain
Phase 4: Sovereignty — all inference runs locally, no cloud dependency.
Checks Ollama endpoints, verifies model availability, tests fallback chain.
Logs results. The chain runs: hermes4:14b -> qwen2.5:7b -> gemma3:1b -> gemma4 (latest)
Usage:
python3 model_pipeline.py # Run full fallback test
python3 model_pipeline.py status # Show current model status
python3 model_pipeline.py list # List all local models
python3 model_pipeline.py test # Generate test output from each model
"""
import os, sys, json, urllib.request
from datetime import datetime, timezone
from pathlib import Path
OLLAMA_HOST = os.environ.get("OLLAMA_HOST", "localhost:11434")
LOG_DIR = Path(os.path.expanduser("~/.local/timmy/fleet-health"))
CHAIN_FILE = Path(os.path.expanduser("~/.local/timmy/fleet-resources/model-chain.json"))
DEFAULT_CHAIN = [
{"model": "hermes4:14b", "role": "primary"},
{"model": "qwen2.5:7b", "role": "fallback"},
{"model": "phi3:3.8b", "role": "emergency"},
{"model": "gemma3:1b", "role": "minimal"},
]
def log(msg):
LOG_DIR.mkdir(parents=True, exist_ok=True)
with open(LOG_DIR / "model-pipeline.log", "a") as f:
f.write(f"[{datetime.now(timezone.utc).strftime('%Y-%m-%d %H:%M:%S')}] {msg}\n")
def check_ollama():
try:
resp = urllib.request.urlopen(f"http://{OLLAMA_HOST}/api/tags", timeout=5)
return json.loads(resp.read())
except Exception as e:
return {"error": str(e)}
def list_models():
data = check_ollama()
if "error" in data:
print(f" Ollama not reachable at {OLLAMA_HOST}: {data['error']}")
return []
models = data.get("models", [])
for m in models:
name = m.get("name", "?")
size = m.get("size", 0) / (1024**3)
print(f" {name:<25s} {size:.1f} GB")
return [m["name"] for m in models]
def test_model(model, prompt="Say 'beacon lit' and nothing else."):
try:
body = json.dumps({"model": model, "prompt": prompt, "stream": False}).encode()
req = urllib.request.Request(f"http://{OLLAMA_HOST}/api/generate", data=body,
headers={"Content-Type": "application/json"})
resp = urllib.request.urlopen(req, timeout=60)
result = json.loads(resp.read())
return True, result.get("response", "").strip()
except Exception as e:
return False, str(e)[:100]
def test_chain():
chain_data = {}
if CHAIN_FILE.exists():
chain_data = json.loads(CHAIN_FILE.read_text())
chain = chain_data.get("chain", DEFAULT_CHAIN)
available = list_models() or []
print("\n=== Fallback Chain Test ===")
first_good = None
for entry in chain:
model = entry["model"]
role = entry.get("role", "unknown")
if model in available:
ok, result = test_model(model)
status = "OK" if ok else "FAIL"
print(f" [{status}] {model:<25s} ({role}) — {result[:70]}")
log(f"Fallback test {model}: {status}{result[:100]}")
if ok and first_good is None:
first_good = model
else:
print(f" [MISS] {model:<25s} ({role}) — not installed")
if first_good:
print(f"\n Primary serving: {first_good}")
else:
print(f"\n WARNING: No chain model responding. Fallback broken.")
log("FALLBACK CHAIN BROKEN — no models responding")
def status():
data = check_ollama()
if "error" in data:
print(f" Ollama: DOWN — {data['error']}")
else:
models = data.get("models", [])
print(f" Ollama: UP — {len(models)} models loaded")
print("\n=== Local Models ===")
list_models()
print("\n=== Chain Configuration ===")
if CHAIN_FILE.exists():
chain = json.loads(CHAIN_FILE.read_text()).get("chain", DEFAULT_CHAIN)
else:
chain = DEFAULT_CHAIN
for e in chain:
print(f" {e['model']:<25s} {e.get('role','?')}")
if __name__ == "__main__":
cmd = sys.argv[1] if len(sys.argv) > 1 else "status"
if cmd == "status": status()
elif cmd == "list": list_models()
elif cmd == "test": test_chain()
else:
status()
test_chain()