Files
creator/backend/agents.py
2026-07-07 02:25:29 +02:00

602 lines
27 KiB
Python

"""Provider layer: runs agent calls via the Claude CLI or OpenCode (MiniMax).
Both runners are independent. If a binary/key is missing, only the
respective provider fails — the other keeps running unchanged.
Role routing: config.resolve_role maps (run_provider, role) → (provider, model)
ACROSS stacks, so one run can generate on MiniMax and judge on Claude. If the
routed provider is unavailable, the call falls back to the run's provider.
"""
import asyncio
import heapq
import logging
import os
import re
import shutil
import signal
import sqlite3
import tempfile
import time
import urllib.request
from contextlib import asynccontextmanager
from pathlib import Path
import httpx
from config import (PROVIDERS, DEFAULT_PROVIDER, MAX_CONCURRENT_AGENTS,
MAX_CONCURRENT_AGENTS_PER_TOPIC, MAX_CONCURRENT_API_AGENTS,
MAX_CONCURRENT_INTERACTIVE, RAM_MIN_FREE_PCT, resolve_role)
log = logging.getLogger("creator.agents")
_active_processes: dict[str, asyncio.subprocess.Process] = {}
_active_api: set[str] = set() # agent_keys of running direct-API calls (no process to kill)
_active_started: dict[str, float] = {} # agent_key → wall-clock start (for the live runtime display)
_active_labels: dict[str, str] = {} # agent_key → human-readable label (for display + events)
def active_agents(scope_prefix: str | None = None) -> list[dict]:
"""Currently running agents and how long they've been running. Filter by key prefix
(e.g. f"blocks-{topic}-") for one topic. → [{key, label, runtime}] sorted longest-first."""
now = time.time()
out = [{"key": k, "label": _active_labels.get(k, ""), "runtime": round(now - t, 1)}
for k, t in list(_active_started.items())
if (k in _active_processes or k in _active_api)
and (not scope_prefix or k.startswith(scope_prefix))]
return sorted(out, key=lambda a: -a["runtime"])
# Cancelled scopes (key prefixes, symmetric to kill_process). An agent whose
# key starts with one of these prefixes aborts BEFORE the spawn — so agents WAITING
# in the semaphore queue are also stopped immediately on abort instead of still starting.
_cancelled_prefixes: set[str] = set()
def cancel_scope(prefix: str) -> None:
_cancelled_prefixes.add(prefix)
def clear_scope(prefix: str) -> None:
_cancelled_prefixes.discard(prefix)
def _scope_cancelled(agent_key: str) -> bool:
return any(agent_key.startswith(p) for p in _cancelled_prefixes)
# Caps the real CLI processes — independent of the pipeline semaphore in
# generator.py. The acquire happens BEFORE the spawn so that queue wait time
# does not count against the agent timeout.
class _PrioritySemaphore:
"""asyncio.Semaphore variant: when slots are scarce, the LOWEST priority number is served first
(FIFO within the same priority). Lets earlier pipeline columns grab agents before later ones."""
def __init__(self, value: int):
self._value = value
self._waiters: list = [] # heap of [priority, seq, future]
self._seq = 0
async def acquire(self, priority: int = 100):
if self._value > 0:
self._value -= 1
return
fut = asyncio.get_event_loop().create_future()
entry = [priority, self._seq, fut]
self._seq += 1
heapq.heappush(self._waiters, entry)
try:
await fut # release() hands us the slot directly (no value change)
except BaseException:
entry[2] = None # tombstone so release() skips this dead waiter
if fut.done() and not fut.cancelled():
self.release() # granted just before we were cancelled → pass it on
raise
def release(self):
while self._waiters:
entry = heapq.heappop(self._waiters)
if entry[2] is not None and not entry[2].done():
entry[2].set_result(None) # hand the slot straight to the highest-priority waiter
return
self._value += 1
_batch_sem = _PrioritySemaphore(MAX_CONCURRENT_AGENTS) # process tier (~310 MB RSS each)
_batch_sem_api = _PrioritySemaphore(MAX_CONCURRENT_API_AGENTS) # direct-API tier (~0 RAM)
_interactive_sem = asyncio.Semaphore(MAX_CONCURRENT_INTERACTIVE)
# Per-topic caps (lazily created): each topic gets its own priority semaphore of size
# MAX_CONCURRENT_AGENTS_PER_TOPIC, nested INSIDE the global _batch_sem. Priority-based too, so the
# per-topic queue can't undo the global priority when one topic is the only load.
_topic_sems: dict[str, _PrioritySemaphore] = {}
# Smaller index = higher priority. Board 1 (inventory) first — it feeds everything.
# Within board 2 the LATE stages win (outline → artefacts → … → subblocks): finish cards
# instead of opening new WIP, so the makespan tail block gets slots before fresh work.
_STAGE_PRIORITY = ("research", "ingest", "cluster", "pair", "clarify", "naming", "filter",
"dedup", "grouping", "gruppierung", "supplement", "outline", "artifact",
"question", "relevance", "level", "facts", "subblock")
def _agent_priority(key: str) -> int:
for i, tag in enumerate(_STAGE_PRIORITY):
if f"-{tag}-" in key or key.endswith(f"-{tag}"):
return i
return len(_STAGE_PRIORITY) # unmatched keys (guide board, …) after everything
@asynccontextmanager
async def _batch_gate(scope: str | None, priority: int, api: bool = False):
"""Per-topic slot FIRST (fair), then the GLOBAL slot by priority (earlier columns win when
agents are scarce). Order matters — a waiter holds only its per-topic slot while queueing globally.
The per-topic cap is shared across both tiers; only the global cap is tiered (process vs API)."""
topic_sem = _topic_sems.setdefault(scope, _PrioritySemaphore(MAX_CONCURRENT_AGENTS_PER_TOPIC)) if scope else None
global_sem = _batch_sem_api if api else _batch_sem
if topic_sem is not None:
await topic_sem.acquire(priority)
await global_sem.acquire(priority)
try:
yield
finally:
global_sem.release()
if topic_sem is not None:
topic_sem.release()
# Space OpenCode starts: processes starting simultaneously collide on the internal
# session DB ("database is locked", exit after <1s). Token bucket instead of a lock
# held through spawn+sleep: the lock only assigns a start slot, the sleep happens
# outside — a wave of starts is spaced by OPENCODE_START_DELAY without a global convoy.
_opencode_start_lock = asyncio.Lock()
_OPENCODE_START_DELAY = float(os.getenv("OPENCODE_START_DELAY", "0.5"))
_opencode_next_start = 0.0
async def _opencode_slot() -> None:
global _opencode_next_start
loop = asyncio.get_running_loop()
async with _opencode_start_lock:
now = loop.time()
start_at = max(now, _opencode_next_start)
_opencode_next_start = start_at + _OPENCODE_START_DELAY
await asyncio.sleep(max(0.0, start_at - now))
# RAM-adaptive admission for opencode spawns (~310 MB RSS each): below RAM_MIN_FREE_PCT
# free memory new processes wait instead of starting. Gates admission only — running
# processes are never touched.
_RAM_GATE_FLOOR = 2 # below this many running: always admit (deadlock guard)
_RAM_PER_PROC_KB = 350 * 1024 # commit estimate for a batch agent (opencode/claude, no MCP)
_RAM_PER_PROC_FULL_KB = 1250 * 1024 # `full` agent: opencode + 3 MCP servers (~300 MB each)
_RAM_COMMIT_WINDOW_S = 10.0 # fresh admissions count as already-spent RAM
_RAM_POLL_S = 2.0
_cli_running = 0 # CLI spawns (opencode AND claude) — the deadlock-floor counter
_cli_recent_starts: list[tuple[float, int]] = [] # (monotonic ts, est_kb) of recent admissions
def _meminfo() -> tuple[int, int] | None:
"""(MemAvailable_kB, MemTotal_kB) from /proc/meminfo; None → gate fails open (non-Linux)."""
try:
text = Path("/proc/meminfo").read_text()
except OSError:
return None
m = {k: v for k, v in re.findall(r"^(MemTotal|MemAvailable):\s+(\d+)", text, re.MULTILINE)}
if "MemTotal" not in m or "MemAvailable" not in m:
return None
return int(m["MemAvailable"]), int(m["MemTotal"])
async def _ram_gate(agent_key: str, est_kb: int) -> bool:
"""True = start admitted (commit registered), False = scope cancelled while waiting.
Gates ALL CLI spawns (opencode + claude). `est_kb` = this spawn's RAM estimate (a `full`
agent drags 3 MCP servers). Check and commit-append happen in the same synchronous block
(no await between) — concurrent waiters cannot double-admit on the same free RAM."""
if RAM_MIN_FREE_PCT <= 0:
return True
waited = False
while True:
if _scope_cancelled(agent_key):
return False
mem = _meminfo()
if mem is None or _cli_running < _RAM_GATE_FLOOR:
break # fail open / floor
avail_kb, total_kb = mem
now = time.monotonic()
_cli_recent_starts[:] = [(t, kb) for t, kb in _cli_recent_starts
if now - t < _RAM_COMMIT_WINDOW_S]
committed_kb = sum(kb for _, kb in _cli_recent_starts)
if avail_kb - committed_kb >= total_kb * RAM_MIN_FREE_PCT / 100:
break
if not waited:
log.info("agent %s: RAM gate waiting (%.0f%% free)", agent_key, avail_kb * 100 / total_kb)
waited = True
await asyncio.sleep(_RAM_POLL_S)
_cli_recent_starts.append((time.monotonic(), est_kb))
return True
_SLIM_CONFIG = Path(__file__).resolve().parent.parent / "dev-ops" / "opencode-slim.json"
# Capability → Claude --allowedTools
_CLAUDE_TOOLS = {
"full": "Write,Bash,Read,WebSearch,WebFetch",
"files": "Read,Bash,Write",
"read": "Read",
"none": None,
}
# Capability → OpenCode agent (tool permissions defined in dev-ops/opencode.json)
_OPENCODE_AGENTS = {
"full": "full",
"files": "files",
"read": "readonly",
"none": "text",
}
def _use_text_api(provider: str, model: str, capabilities: str, on_line) -> bool:
"""Direct API path only for tool-less, non-streaming MiniMax calls. Model-prefix check
instead of cli check: "lokal" (ollama) also runs via opencode. Missing key or
CREATOR_TEXT_API=0 (kill switch) falls back to the opencode process path."""
return (capabilities == "none" and on_line is None
and PROVIDERS[provider]["cli"] == "opencode"
and model.split("/", 1)[0] in ("minimax", "minimax-kalt")
and bool(os.environ.get("MINIMAX_API_KEY"))
and os.getenv("CREATOR_TEXT_API", "1") != "0")
def provider_available(provider: str) -> bool:
cfg = PROVIDERS.get(provider)
if not cfg:
return False
if shutil.which(cfg["cli"]) is None:
return False
env_key = cfg.get("env_key")
if env_key and not os.environ.get(env_key):
return False
check_url = cfg.get("check_url")
if check_url:
try:
urllib.request.urlopen(check_url, timeout=1)
except Exception:
return False
return True
# Availability cache for role routing: the routed target is probed at most once per
# TTL (check_url providers would otherwise block the loop on every call).
_avail_cache: dict[str, tuple[float, bool]] = {}
_AVAIL_TTL = 60.0
def _available_cached(provider: str) -> bool:
now = time.monotonic()
hit = _avail_cache.get(provider)
if hit and now - hit[0] < _AVAIL_TTL:
return hit[1]
ok = provider_available(provider)
_avail_cache[provider] = (now, ok)
return ok
def _kill(process) -> None:
"""Kill the agent and its child processes via the process group (otherwise the
children spawned by the CLI survive, keep the pipes open and block communicate())."""
try:
os.killpg(os.getpgid(process.pid), signal.SIGKILL)
except (ProcessLookupError, PermissionError):
try:
process.kill()
except ProcessLookupError:
pass
def kill_process(agent_key_prefix: str) -> None:
"""Kill all active processes whose key starts with the prefix (covers -plan/-w1…)."""
for key, process in list(_active_processes.items()):
if process.returncode is not None: # clean up dead entries while iterating
_active_processes.pop(key, None)
_active_started.pop(key, None)
continue
if key.startswith(agent_key_prefix):
log.debug("kill agent %s", key)
_kill(process)
# Event sink for the pipeline history (injected by main.py lifespan as database.add_event —
# agents.py stays DB-free). Called fire-and-forget for every finished BATCH agent.
on_event = None
async def run_agent(
agent_key: str,
prompt: str,
timeout: int,
provider: str = DEFAULT_PROVIDER,
role: str = "fast",
capabilities: str = "none",
lane: str = "batch",
scope: str | None = None,
on_line=None,
label: str = "",
) -> tuple[int, str, str]:
if os.getenv("CREATOR_FAKE_AGENTS"): # Sekunden-Smoke: deterministische Antworten statt LLM
import fake_agents
return await fake_agents.respond(agent_key, prompt, capabilities)
if _scope_cancelled(agent_key): # before queueing: don't even enter the queue
return 1, "", "cancelled"
if provider not in PROVIDERS:
return 1, "", f"Unknown provider: {provider}"
run_provider = provider
provider, model = resolve_role(run_provider, role)
if provider != run_provider and not _available_cached(provider):
provider, model = run_provider, PROVIDERS[run_provider].get(role, "")
if not model:
return 1, "", f"No model for role '{role}' (provider: {provider})"
use_api = _use_text_api(provider, model, capabilities, on_line)
if not use_api and shutil.which(PROVIDERS[provider]["cli"]) is None:
return 1, "", f"CLI '{PROVIDERS[provider]['cli']}' not installed (provider: {provider})"
queued = time.monotonic()
gate = _interactive_sem if lane == "interactive" else _batch_gate(scope, _agent_priority(agent_key), api=use_api)
async with gate:
if _scope_cancelled(agent_key): # after the acquire: cancelled in the queue → no spawn
return 1, "", "cancelled"
wait_ms = int((time.monotonic() - queued) * 1000)
start = time.monotonic()
status = "error"
rc = None
err_tail = ""
api_tokens = None
try:
log.info("agent %s: %s %s (role %s)", agent_key, provider, model, role)
if use_api:
rc_, out_, err_, api_tokens = await _run_text_api(agent_key, prompt, timeout, model, label=label)
res = (rc_, out_, err_)
elif PROVIDERS[provider]["cli"] == "opencode":
res = await _run_opencode(agent_key, prompt, timeout, provider, model, capabilities, on_line=on_line, label=label)
else:
res = await _run_claude_cli(agent_key, prompt, timeout, model, capabilities, label=label)
rc = res[0]
status = "ok" if rc == 0 else ("killed" if rc is not None and rc < 0 else "error")
if rc not in (0, None) and rc >= 0:
err_tail = (res[2] or res[1] or "").strip()[-300:] # diagnosis: rc=1 without stderr is opaque
return res
except asyncio.TimeoutError:
status = "timeout"
raise
except asyncio.CancelledError:
status = "cancelled"
raise
finally:
if on_event is not None and scope is not None: # batch pipeline only, never fatal
try:
meta = {"provider": provider, "model": model, "role": role, "rc": rc}
if err_tail:
meta["stderr"] = err_tail
if api_tokens: # direct-API path: usage from the response, even on rc!=0
meta["tokens"] = api_tokens
elif PROVIDERS[provider]["cli"] == "opencode": # token accounting per agent
if (tok := await asyncio.to_thread(_session_tokens, agent_key)):
meta["tokens"] = tok
await on_event(topic=scope, kind="agent", key=agent_key, label=label,
status=status, dur_ms=int((time.monotonic() - start) * 1000),
wait_ms=wait_ms, meta=meta)
except Exception:
log.debug("on_event failed", exc_info=True)
async def _communicate(agent_key: str, cmd: list[str], stdin_data: bytes | None, timeout: int, stagger: bool = False, on_line=None, label: str = "", env: dict | None = None, est_kb: int = _RAM_PER_PROC_KB) -> tuple[int, str, str]:
start = time.monotonic()
async def spawn():
return await asyncio.create_subprocess_exec(
*cmd,
stdin=asyncio.subprocess.PIPE if stdin_data is not None else asyncio.subprocess.DEVNULL,
stdout=asyncio.subprocess.PIPE,
stderr=asyncio.subprocess.PIPE,
start_new_session=True, # own process group → killpg also kills child processes
env=env,
)
global _cli_running
if stagger:
if not await _ram_gate(agent_key, est_kb):
return 1, "", "cancelled" # like the cancelled path in run_agent
await _opencode_slot() # gate BEFORE the start slot: an admission wave still gets spaced
process = await spawn()
if stagger:
_cli_running += 1
# Collision-safe tracking: identical keys (e.g. same chunk label from parallel cards)
# get a ~n suffix — prefix-based kill/cancel still matches, nothing becomes an orphan.
track_key = agent_key
n = 2
while track_key in _active_processes:
track_key = f"{agent_key}~{n}"
n += 1
_active_processes[track_key] = process
_active_started[track_key] = time.time()
_active_labels[track_key] = label
try:
try:
if on_line is not None:
# Streaming path: read stdout line by line, hand each raw line to on_line LIVE.
out_chunks: list[str] = []
async def _pump():
async for raw in process.stdout:
s = raw.decode("utf-8", errors="replace")
out_chunks.append(s)
try:
on_line(s)
except Exception:
log.debug("on_line callback failed", exc_info=True)
await asyncio.wait_for(_pump(), timeout=timeout)
await process.wait()
stderr_b = await process.stderr.read()
stdout, stderr = "".join(out_chunks).encode("utf-8"), stderr_b
else:
stdout, stderr = await asyncio.wait_for(
process.communicate(input=stdin_data),
timeout=timeout,
)
except asyncio.TimeoutError:
_kill(process)
try:
await asyncio.wait_for(process.wait(), timeout=5)
except asyncio.TimeoutError:
pass
log.info("agent %s: timeout after %ds", agent_key, timeout)
raise
log.info(
"agent %s: exit %s after %.1fs (%d bytes stdout)",
agent_key, process.returncode, time.monotonic() - start, len(stdout),
)
return process.returncode, stdout.decode("utf-8", errors="replace"), stderr.decode("utf-8", errors="replace")
finally:
if stagger:
_cli_running -= 1
# Pop only on identity: a slot restart under the same key must not evict
# the NEW process from tracking.
if _active_processes.get(track_key) is process:
del _active_processes[track_key]
_active_started.pop(track_key, None)
_active_labels.pop(track_key, None)
async def _run_claude_cli(agent_key: str, prompt: str, timeout: int, model: str, capabilities: str, label: str = "") -> tuple[int, str, str]:
cfg = PROVIDERS["claude"]
cmd = [cfg["cli"], "-p", "--model", model]
tools = _CLAUDE_TOOLS.get(capabilities)
if tools:
cmd += ["--allowedTools", tools]
cmd += ["--dangerously-skip-permissions"]
# stagger=True: claude-CLI (~310 MB) also passes the RAM gate — previously ungated.
return await _communicate(agent_key, cmd, prompt.encode("utf-8"), timeout, stagger=True, label=label)
_OPENCODE_DB = Path.home() / ".local" / "share" / "opencode" / "opencode.db"
def _session_tokens(agent_key: str) -> dict | None:
"""Token counters of the newest OpenCode session titled `agent_key` (set via run --title).
Best-effort read-only lookup — None when DB/row is missing; never fails the agent.
Timeouts count too: their sessions consumed tokens, that waste should be visible."""
try:
con = sqlite3.connect(f"file:{_OPENCODE_DB}?mode=ro", uri=True, timeout=1)
try:
row = con.execute(
"SELECT tokens_input, tokens_output, tokens_reasoning,"
" tokens_cache_read, tokens_cache_write"
" FROM session WHERE title=? ORDER BY time_created DESC LIMIT 1",
(agent_key,)).fetchone()
finally:
con.close()
except Exception:
return None
if row is None:
return None
keys = ("input", "output", "reasoning", "cache_read", "cache_write")
return {k: int(v or 0) for k, v in zip(keys, row)}
async def _run_opencode(agent_key: str, prompt: str, timeout: int, provider: str, model: str, capabilities: str, on_line=None, label: str = "") -> tuple[int, str, str]:
cfg = PROVIDERS[provider]
# Prompt via temp file instead of argv (ARG_MAX protection for large project prompts)
with tempfile.NamedTemporaryFile("w", suffix=".md", delete=False, encoding="utf-8", dir=tempfile.gettempdir()) as f:
f.write(prompt)
prompt_path = Path(f.name)
# The positional message MUST come before -f: -f is an array flag and
# would otherwise eat the text as a second file name ("File not found").
cmd = [
cfg["cli"], "run",
"Folge exakt den Anweisungen in der angehängten Datei. Sie sind der vollständige Auftrag.",
"-m", model,
"--agent", _OPENCODE_AGENTS.get(capabilities, "text"),
"--dangerously-skip-permissions",
"--title", agent_key, # token accounting: joins the OpenCode session to our event
"-f", str(prompt_path),
]
if on_line is not None:
cmd += ["--format", "json"] # raw JSON events → parsed live by on_line
env = None
if capabilities != "full":
# Batch agents (files/readonly/text) never use the web MCPs, but opencode starts
# every configured MCP server PER PROCESS (~3 procs / ~300 MB each). Point them
# at the mcp-free config copy; only `full` (research/supplement) keeps the servers.
env = {**os.environ, "OPENCODE_CONFIG": str(_SLIM_CONFIG)}
try:
# `full` keeps the 3 MCP servers (~300 MB each) → charge the gate accordingly.
est_kb = _RAM_PER_PROC_FULL_KB if capabilities == "full" else _RAM_PER_PROC_KB
rc, stdout, stderr = await _communicate(agent_key, cmd, None, timeout, stagger=True, on_line=on_line, label=label, env=env, est_kb=est_kb)
return rc, (stdout if on_line is not None else _clean_opencode_output(stdout)), stderr
finally:
prompt_path.unlink(missing_ok=True)
# Direct text-API path (MiniMax, Anthropic Messages format): saves the ~310 MB RSS opencode
# process for tool-less calls. The native "minimax" and "minimax-kalt" opencode providers both
# resolve to this base URL — only the per-model options differ. Options source of truth:
# dev-ops/opencode.json (+ -slim); keep in sync on changes there.
_API_URL = "https://api.minimax.io/anthropic/v1/messages"
_API_VERSION = "2023-06-01"
_API_MAX_TOKENS = 32_000 # required Messages field; generate calls are long
_API_MODEL_OPTS = { # prefix "minimax" (native) → endpoint defaults (no entry)
"minimax-kalt/MiniMax-M3": {"temperature": 0.2, "thinking": {"type": "disabled"}},
"minimax-kalt/MiniMax-M2.7-highspeed": {"temperature": 0.3},
}
async def _run_text_api(agent_key: str, prompt: str, timeout: int, model: str,
label: str = "") -> tuple[int, str, str, dict | None]:
"""→ (rc, text, err, tokens). Tokens come straight from the response usage (same key set
as _session_tokens) and are returned even on rc!=0 — waste stays visible."""
body = {
"model": model.split("/", 1)[1], # without the opencode provider prefix
"max_tokens": _API_MAX_TOKENS,
"messages": [{"role": "user", "content": prompt}],
**_API_MODEL_OPTS.get(model, {}),
}
headers = {"x-api-key": os.environ.get("MINIMAX_API_KEY", ""), "anthropic-version": _API_VERSION}
track_key = agent_key
n = 2
while track_key in _active_api:
track_key = f"{agent_key}~{n}"
n += 1
_active_api.add(track_key)
_active_started[track_key] = time.time()
_active_labels[track_key] = label
start = time.monotonic()
try:
async with httpx.AsyncClient(timeout=httpx.Timeout(timeout, connect=30)) as client:
resp = await asyncio.wait_for( # belt: hard wall-clock cap like the process path
client.post(_API_URL, json=body, headers=headers), timeout=timeout)
except httpx.TimeoutException:
raise asyncio.TimeoutError # contract: run_agent/_race handle TimeoutError
except httpx.HTTPError as e:
return 1, "", f"{type(e).__name__}: {e}", None
finally:
_active_api.discard(track_key)
_active_started.pop(track_key, None)
_active_labels.pop(track_key, None)
log.info("agent %s: api done after %.1fs", agent_key, time.monotonic() - start)
if resp.status_code != 200:
return 1, "", f"HTTP {resp.status_code}: {resp.text[:300]}", None
data = resp.json()
# Only text blocks count — thinking blocks (native route) are skipped.
text = "".join(b.get("text", "") for b in data.get("content", []) if b.get("type") == "text")
u = data.get("usage") or {}
tokens = {"input": int(u.get("input_tokens") or 0), "output": int(u.get("output_tokens") or 0),
"reasoning": 0, "cache_read": int(u.get("cache_read_input_tokens") or 0),
"cache_write": int(u.get("cache_creation_input_tokens") or 0)}
if not text.strip():
return 1, "", f"empty response (stop_reason={data.get('stop_reason')})", tokens
err = "stop_reason=max_tokens (truncated)" if data.get("stop_reason") == "max_tokens" else ""
return 0, text, err, tokens
_ANSI_RE = re.compile(r"\x1b\[[0-9;]*m")
def _clean_opencode_output(text: str) -> str:
"""Strip ANSI codes and the leading banner ("> agent · model")."""
text = _ANSI_RE.sub("", text)
lines = text.splitlines()
while lines and (not lines[0].strip() or lines[0].lstrip().startswith(">")):
lines.pop(0)
return "\n".join(lines).strip()