diff --git a/backend/apps/agents/agent_manager.py b/backend/apps/agents/agent_manager.py
index e503b4b5..d117a56f 100644
--- a/backend/apps/agents/agent_manager.py
+++ b/backend/apps/agents/agent_manager.py
@@ -126,11 +126,11 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
if not session:
return
- from backend.apps.agents.providers.registry import get_api_type as _get_api_type
- _api = _get_api_type(session.model)
+ from backend.apps.agents.providers.registry import get_api_type as p_get_api_type
+ p_api = p_get_api_type(session.model)
prompt_content = self.p_build_prompt_content(
prompt, images, context_paths, forced_tools, attached_skills,
- api_type=_api, model=session.model,
+ api_type=p_api, model=session.model,
)
try:
@@ -155,11 +155,11 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
# name is what the user sees; the router id is what 9Router
# reports its per-model counters under.
from backend.apps.agents.providers.registry import (
- resolve_model_id_for_sdk as _resolve_model_id_early,
- get_api_type as _get_api_type_early,
+ resolve_model_id_for_sdk as p_resolve_model_id_early,
+ get_api_type as p_get_api_type_early,
)
- _router_model_id = _resolve_model_id_early(session.model, load_settings())
- _api_type_for_session = _get_api_type_early(session.model)
+ p_router_model_id = p_resolve_model_id_early(session.model, load_settings())
+ p_api_type_for_session = p_get_api_type_early(session.model)
builtin_perms = load_builtin_permissions()
@@ -199,21 +199,21 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
# "X is active" while p_build_mcp_servers silently filters it out.
# Emit a context_status event so the model and UI both know.
try:
- _enabled = {
+ p_enabled = {
_sanitize_server_name(t.name)
for t in load_all_tools()
if t.mcp_config and t.enabled and t.auth_status in ("configured", "connected")
}
- _stale = [s for s in session.active_mcps if s not in _enabled]
- if _stale:
- session.active_mcps = [s for s in session.active_mcps if s in _enabled]
+ p_stale = [s for s in session.active_mcps if s not in p_enabled]
+ if p_stale:
+ session.active_mcps = [s for s in session.active_mcps if s in p_enabled]
session.needs_fork = True
await ws_manager.send_to_session(session_id, "agent:context_status", {
"session_id": session_id,
"reason": "mcp_disabled_externally",
- "deactivated": _stale,
+ "deactivated": p_stale,
})
- logger.info(f"Reconciled stale active_mcps for session {session_id}: dropped {_stale}")
+ logger.info(f"Reconciled stale active_mcps for session {session_id}: dropped {p_stale}")
except Exception:
logger.exception("active_mcps reconciliation failed; proceeding")
@@ -233,13 +233,13 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
# MCP tool definitions range 1-10K depending on server; 3K is a
# rough median that keeps the meter honest without over-trimming),
# char/4 of composed prompt.
- _PRESET_OVERHEAD = 16_000
- _TOOL_DEFS_OVERHEAD = 12_000
- _PER_MCP_OVERHEAD = 3_000
- _composed_tokens = len(composed_prompt or "") // 4
- _mcp_tokens = len(session.active_mcps) * _PER_MCP_OVERHEAD
+ p_PRESET_OVERHEAD = 16_000
+ p_TOOL_DEFS_OVERHEAD = 12_000
+ p_PER_MCP_OVERHEAD = 3_000
+ p_composed_tokens = len(composed_prompt or "") // 4
+ p_mcp_tokens = len(session.active_mcps) * p_PER_MCP_OVERHEAD
session.framework_overhead_tokens = (
- _PRESET_OVERHEAD + _TOOL_DEFS_OVERHEAD + _composed_tokens + _mcp_tokens
+ p_PRESET_OVERHEAD + p_TOOL_DEFS_OVERHEAD + p_composed_tokens + p_mcp_tokens
)
# Pass session.active_mcps as the activation filter. Empty list ⇒
@@ -248,13 +248,13 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
# dispatch layer (see p_build_mcp_servers docstring).
mcp_servers = await self.p_build_mcp_servers(session.allowed_tools, session.active_mcps)
- _browser_delegation_tools = ["CreateBrowserAgent", "BrowserAgent", "BrowserAgents"]
- _browser_all_denied = all(
+ p_browser_delegation_tools = ["CreateBrowserAgent", "BrowserAgent", "BrowserAgents"]
+ p_browser_all_denied = all(
builtin_perms.get(t, "always_allow") == "deny"
- for t in _browser_delegation_tools
+ for t in p_browser_delegation_tools
)
- if not _browser_all_denied:
+ if not p_browser_all_denied:
browser_agent_server_path = os.path.join(
os.path.dirname(__file__), "browser_agent_mcp_server.py"
)
@@ -264,14 +264,14 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
# EVERY dashboard card here (the old behavior) made the sub force-grab a random,
# usually-parked card and never navigate it, which broke the bulk of browser tasks.
pre_selected_bids = [b for b in (selected_browser_ids or []) if b]
- from backend.auth import get_auth_token as _get_auth_token
- _auth_tok = _get_auth_token()
+ from backend.auth import get_auth_token as p_get_auth_token
+ p_auth_tok = p_get_auth_token()
mcp_servers["openswarm-browser-agent"] = {
"command": sys.executable,
"args": [browser_agent_server_path],
"env": {
"OPENSWARM_PORT": backend_port,
- "OPENSWARM_AUTH_TOKEN": _auth_tok,
+ "OPENSWARM_AUTH_TOKEN": p_auth_tok,
"OPENSWARM_AGENT_MODEL": session.model,
"OPENSWARM_DASHBOARD_ID": session.dashboard_id or "",
"OPENSWARM_PRE_SELECTED_BROWSER_IDS": ",".join(pre_selected_bids),
@@ -280,24 +280,24 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
"type": "stdio",
}
- _invoke_agent_tools = ["InvokeAgent"]
- _invoke_all_denied = all(
+ p_invoke_agent_tools = ["InvokeAgent"]
+ p_invoke_all_denied = all(
builtin_perms.get(t, "always_allow") == "deny"
- for t in _invoke_agent_tools
+ for t in p_invoke_agent_tools
)
- if not _invoke_all_denied:
+ if not p_invoke_all_denied:
invoke_agent_server_path = os.path.join(
os.path.dirname(__file__), "invoke_agent_mcp_server.py"
)
backend_port = os.environ.get("OPENSWARM_PORT", "8324")
- from backend.auth import get_auth_token as _get_auth_token2
+ from backend.auth import get_auth_token as p_get_auth_token2
mcp_servers["openswarm-invoke-agent"] = {
"command": sys.executable,
"args": [invoke_agent_server_path],
"env": {
"OPENSWARM_PORT": backend_port,
- "OPENSWARM_AUTH_TOKEN": _get_auth_token2(),
+ "OPENSWARM_AUTH_TOKEN": p_get_auth_token2(),
"OPENSWARM_PARENT_SESSION_ID": session.id,
"OPENSWARM_DASHBOARD_ID": session.dashboard_id or "",
},
@@ -312,13 +312,13 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
mcp_meta_server_path = os.path.join(
os.path.dirname(__file__), "mcp_meta_server.py"
)
- from backend.auth import get_auth_token as _get_auth_token3
+ from backend.auth import get_auth_token as p_get_auth_token3
mcp_servers["openswarm-mcp-meta"] = {
"command": sys.executable,
"args": [mcp_meta_server_path],
"env": {
"OPENSWARM_PORT": os.environ.get("OPENSWARM_PORT", "8324"),
- "OPENSWARM_AUTH_TOKEN": _get_auth_token3(),
+ "OPENSWARM_AUTH_TOKEN": p_get_auth_token3(),
"OPENSWARM_PARENT_SESSION_ID": session.id,
},
"type": "stdio",
@@ -333,13 +333,13 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
settings_meta_server_path = os.path.join(
os.path.dirname(__file__), "settings_meta_server.py"
)
- from backend.auth import get_auth_token as _get_auth_token4
+ from backend.auth import get_auth_token as p_get_auth_token4
mcp_servers["openswarm-settings-meta"] = {
"command": sys.executable,
"args": [settings_meta_server_path],
"env": {
"OPENSWARM_PORT": os.environ.get("OPENSWARM_PORT", "8324"),
- "OPENSWARM_AUTH_TOKEN": _get_auth_token4(),
+ "OPENSWARM_AUTH_TOKEN": p_get_auth_token4(),
"OPENSWARM_PARENT_SESSION_ID": session.id,
},
"type": "stdio",
@@ -347,13 +347,13 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
# Register the DDG-backed openswarm-web MCP only when the primary has no reliable
- # native Anthropic web path (decided in tools/web.py); _m feeds the registration log
+ # native Anthropic web path (decided in tools/web.py); p_m feeds the registration log
# + provider branch just below, so it stays a loop local.
- _m = _router_model_id if isinstance(_router_model_id, str) else ""
+ p_m = p_router_model_id if isinstance(p_router_model_id, str) else ""
need_web_mcp = should_register_web_mcp(
model=session.model,
- router_model_id=_router_model_id,
- api_type=_api_type_for_session,
+ router_model_id=p_router_model_id,
+ api_type=p_api_type_for_session,
anthropic_api_key=getattr(global_settings, "anthropic_api_key", None),
connection_mode=getattr(global_settings, "connection_mode", "own_key"),
)
@@ -363,25 +363,25 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
)
# Tell the MCP which primary the session is using so it
# can route to that provider's native search tool.
- if _m.startswith(("gc/", "gemini/", "ag/")):
- _primary_hint = "gemini"
- elif _m.startswith("cx/"):
- _primary_hint = "openai"
+ if p_m.startswith(("gc/", "gemini/", "ag/")):
+ p_primary_hint = "gemini"
+ elif p_m.startswith("cx/"):
+ p_primary_hint = "openai"
else:
- _primary_hint = ""
- from backend.auth import get_auth_token as _get_auth_token3
+ p_primary_hint = ""
+ from backend.auth import get_auth_token as p_get_auth_token3
mcp_servers["openswarm-web"] = {
"command": sys.executable,
"args": [web_mcp_server_path],
"env": {
"OPENSWARM_PORT": backend_port,
- "OPENSWARM_AUTH_TOKEN": _get_auth_token3(),
- "OPENSWARM_PRIMARY_API": _primary_hint,
+ "OPENSWARM_AUTH_TOKEN": p_get_auth_token3(),
+ "OPENSWARM_PRIMARY_API": p_primary_hint,
},
"type": "stdio",
}
logger.info(
- f"[MCP-DEBUG] Primary {_m} has no reliable native web search, "
+ f"[MCP-DEBUG] Primary {p_m} has no reliable native web search, "
f"registering openswarm-web (DDG search + trafilatura fetch, free)"
)
@@ -399,7 +399,7 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
all_tools_list = load_all_tools()
for name in mcp_servers:
if name == "openswarm-browser-agent":
- for bt in _browser_delegation_tools:
+ for bt in p_browser_delegation_tools:
policy = builtin_perms.get(bt, "always_allow")
if policy == "always_allow":
effective_allowed.append(f"mcp__openswarm-browser-agent__{bt}")
@@ -408,7 +408,7 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
continue
if name == "openswarm-invoke-agent":
- for it in _invoke_agent_tools:
+ for it in p_invoke_agent_tools:
policy = builtin_perms.get(it, "always_allow")
if policy == "always_allow":
effective_allowed.append(f"mcp__openswarm-invoke-agent__{it}")
@@ -452,9 +452,9 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
# and doesn't waste a turn on a broken tool.
if need_web_mcp:
effective_allowed = [t for t in effective_allowed if t not in ("WebSearch", "WebFetch")]
- for _bt in ("WebSearch", "WebFetch"):
- if _bt not in effective_disallowed:
- effective_disallowed.append(_bt)
+ for p_bt in ("WebSearch", "WebFetch"):
+ if p_bt not in effective_disallowed:
+ effective_disallowed.append(p_bt)
# Tell the model directly which web tools work for this session.
# The Claude Code CLI's deferred-tool registry still advertises bare
@@ -468,13 +468,13 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
# web MCP, AND (b) the user hasn't disabled the policy, matches
# the same gate the MCP allowlist uses, so disabling WebSearch in
# Settings still wins.
- _web_tools_available = need_web_mcp and (
+ p_web_tools_available = need_web_mcp and (
"mcp__openswarm-web__WebSearch" in effective_allowed
or "mcp__openswarm-web__WebFetch" in effective_allowed
)
- if _web_tools_available:
- _hint_lines = [""]
- _hint_lines.append(
+ if p_web_tools_available:
+ p_hint_lines = [""]
+ p_hint_lines.append(
"This session does NOT have the built-in `WebSearch` / "
"`WebFetch` tools (they delegate to Anthropic Haiku, which "
"isn't reachable on this primary). Use the MCP-backed "
@@ -482,24 +482,24 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
"step needed:"
)
if "mcp__openswarm-web__WebSearch" in effective_allowed:
- _hint_lines.append(
+ p_hint_lines.append(
"- `mcp__openswarm-web__WebSearch(query: str, "
"num_results?: int)`, DuckDuckGo search."
)
if "mcp__openswarm-web__WebFetch" in effective_allowed:
- _hint_lines.append(
+ p_hint_lines.append(
"- `mcp__openswarm-web__WebFetch(url: str, prompt?: "
"str)`, fetch a URL and return readable text."
)
- _hint_lines.append(
+ p_hint_lines.append(
"Do not call `ToolSearch(select:WebSearch)`, bare "
"`WebSearch` is unavailable on this session and that path "
"will return empty matches."
)
- _hint_lines.append("")
- _web_hint = "\n".join(_hint_lines)
+ p_hint_lines.append("")
+ p_web_hint = "\n".join(p_hint_lines)
composed_prompt = (
- f"{composed_prompt}\n\n{_web_hint}" if composed_prompt else _web_hint
+ f"{composed_prompt}\n\n{p_web_hint}" if composed_prompt else p_web_hint
)
# Log effective tool lists
@@ -511,12 +511,12 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
if effective_disallowed:
logger.info(f"[MCP-DEBUG] effective_disallowed: {effective_disallowed}")
- # `_router_model_id` and `_api_type_for_session` were resolved
+ # `p_router_model_id` and `p_api_type_for_session` were resolved
# at the top of _run_agent_loop (before any closures were
# defined) so analytics closures could tag events with them.
# Reuse those values here and keep session.provider in sync.
- resolved_model = _router_model_id
- api_type = _api_type_for_session
+ resolved_model = p_router_model_id
+ api_type = p_api_type_for_session
session.provider = api_type
# Capture the Claude CLI's stderr into a buffer so the retry
@@ -526,13 +526,13 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
# SDK's ProcessError only stringifies to "Command failed with
# exit code 1 / Check stderr output for details", which masks
# transient capacity issues.
- _stderr_buffer: list[str] = []
+ p_stderr_buffer: list[str] = []
def _stderr_cb(line: str) -> None:
- _stderr_buffer.append(line)
+ p_stderr_buffer.append(line)
# Cap the buffer so a runaway subprocess can't balloon RAM.
- if len(_stderr_buffer) > 500:
- del _stderr_buffer[:250]
+ if len(p_stderr_buffer) > 500:
+ del p_stderr_buffer[:250]
async def stop_hook(input_data, tool_use_id, context):
return await stop_hook_mod.stop_hook(hook_ctx, input_data, tool_use_id, context)
@@ -560,19 +560,19 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
}
# cc/cx/gc/ag/gemini/openrouter prefixes force 9Router; route="api"
# bypasses to the provider's host directly; otherwise Pro proxy or key.
- from backend.apps.nine_router import is_running as _9r_running
- from backend.apps.agents.providers.registry import _NINEROUTER_MODEL_PREFIXES
- resolved_is_9router = isinstance(resolved_model, str) and resolved_model.startswith(_NINEROUTER_MODEL_PREFIXES)
+ from backend.apps.nine_router import is_running as p_9r_running
+ from backend.apps.agents.providers.registry import _NINEROUTER_MODEL_PREFIXES as p_NINEROUTER_MODEL_PREFIXES
+ resolved_is_9router = isinstance(resolved_model, str) and resolved_model.startswith(p_NINEROUTER_MODEL_PREFIXES)
- from backend.apps.agents.providers.registry import _find_builtin_model
- _model_entry = _find_builtin_model(session.model)
- _is_pinned_api_route = (
- _model_entry is not None
- and _model_entry.get("route") == "api"
+ from backend.apps.agents.providers.registry import _find_builtin_model as p_find_builtin_model
+ p_model_entry = p_find_builtin_model(session.model)
+ p_is_pinned_api_route = (
+ p_model_entry is not None
+ and p_model_entry.get("route") == "api"
)
- _api_route_provider = (_model_entry or {}).get("api") if _is_pinned_api_route else None
+ p_api_route_provider = (p_model_entry or {}).get("api") if p_is_pinned_api_route else None
- if _is_pinned_api_route and _api_route_provider == "anthropic" and getattr(global_settings, "anthropic_api_key", None):
+ if p_is_pinned_api_route and p_api_route_provider == "anthropic" and getattr(global_settings, "anthropic_api_key", None):
options_kwargs["env"] = {
"ANTHROPIC_API_KEY": global_settings.anthropic_api_key,
"ANTHROPIC_BASE_URL": "https://api.anthropic.com",
@@ -582,7 +582,7 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
"ANTHROPIC_DEFAULT_HAIKU_MODEL": "claude-haiku-4-5",
}
logger.info(f"[MCP-DEBUG] Using direct Anthropic API key (route=api) for {session.model}")
- elif _is_pinned_api_route and _api_route_provider == "openai" and getattr(global_settings, "openai_api_key", None):
+ elif p_is_pinned_api_route and p_api_route_provider == "openai" and getattr(global_settings, "openai_api_key", None):
# Goes through 9Router's Anthropic→OpenAI translator like
# other own-key routes, but we point OPENAI_BASE_URL at a
# tiny local pass-through (/api/openai-passthrough/v1) that
@@ -595,31 +595,31 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
# nine_router.py comment) so we patch the boundary instead
# of bumping. Pre-fix: every gpt-5.* / gpt-5.* own-key
# session 400'd silently.
- from backend.auth import get_auth_token as _get_auth_token_o
- _passthrough_url = f"http://127.0.0.1:{os.environ.get('OPENSWARM_PORT', '8324')}/api/openai-passthrough/v1"
+ from backend.auth import get_auth_token as p_get_auth_token_o
+ p_passthrough_url = f"http://127.0.0.1:{os.environ.get('OPENSWARM_PORT', '8324')}/api/openai-passthrough/v1"
options_kwargs["env"] = {
"OPENAI_API_KEY": global_settings.openai_api_key,
- "OPENAI_BASE_URL": _passthrough_url,
- "ANTHROPIC_API_KEY": _get_auth_token_o() or "9router",
+ "OPENAI_BASE_URL": p_passthrough_url,
+ "ANTHROPIC_API_KEY": p_get_auth_token_o() or "9router",
"ANTHROPIC_BASE_URL": "http://localhost:20128",
}
logger.info(f"[MCP-DEBUG] Using direct OpenAI API key (route=api) for {session.model} via openai-passthrough")
- elif _is_pinned_api_route and _api_route_provider == "custom":
+ elif p_is_pinned_api_route and p_api_route_provider == "custom":
# User-configured OpenAI-compatible endpoint (Ollama Cloud,
# Together, local Ollama, etc.). Routes through 9Router's
# openai-compatible provider node we synced from settings.
- from backend.apps.nine_router import ensure_running as _9r_ensure_c
- if not _9r_running():
+ from backend.apps.nine_router import ensure_running as p_9r_ensure_c
+ if not p_9r_running():
logger.info(f"[MCP-DEBUG] custom provider selected but 9Router not running; waiting for startup")
- await _9r_ensure_c()
- if not _9r_running():
+ await p_9r_ensure_c()
+ if not p_9r_running():
raise ValueError(
"9Router could not start. Custom OpenAI-compatible "
"providers need 9Router to translate the Anthropic "
"protocol, install Node.js and restart the app."
)
- from backend.apps.agents.providers.registry import _find_custom_provider_for_value
- cp = _find_custom_provider_for_value(global_settings, session.model)
+ from backend.apps.agents.providers.registry import _find_custom_provider_for_value as p_find_custom_provider_for_value
+ cp = p_find_custom_provider_for_value(global_settings, session.model)
env = {
"ANTHROPIC_API_KEY": "9router",
"ANTHROPIC_BASE_URL": "http://localhost:20128",
@@ -633,8 +633,8 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
# CLI can issue requests. Servers that DO check auth always
# have a real key configured.
env["OPENAI_API_KEY"] = (cp.api_key or "").strip() or "no-auth-required"
- from backend.apps.nine_router import normalize_openai_compat_base_url as _norm_cp_url
- env["OPENAI_BASE_URL"] = _norm_cp_url(cp.base_url or "")
+ from backend.apps.nine_router import normalize_openai_compat_base_url as p_norm_cp_url
+ env["OPENAI_BASE_URL"] = p_norm_cp_url(cp.base_url or "")
# Pin subagent ids, without these, CLI's default Haiku 4.5
# gets sent to the custom provider and 404s.
if global_settings.anthropic_api_key:
@@ -650,17 +650,17 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
env["ANTHROPIC_DEFAULT_HAIKU_MODEL"] = resolved_model
options_kwargs["env"] = env
logger.info(f"[MCP-DEBUG] Using custom provider for {session.model} → {resolved_model}")
- elif _is_pinned_api_route and _api_route_provider == "gemini" and getattr(global_settings, "google_api_key", None):
+ elif p_is_pinned_api_route and p_api_route_provider == "gemini" and getattr(global_settings, "google_api_key", None):
# Routed through the local anthropic-proxy so it can scrub the
# JSON-Schema fields Gemini's API rejects ($schema, additionalProperties,
# propertyNames, exclusiveMinimum, nested const) that 9Router 0.3.60 misses.
- from backend.auth import get_auth_token as _get_auth_token_g
- _proxy_url = f"http://127.0.0.1:{os.environ.get('OPENSWARM_PORT', '8324')}/api/anthropic-proxy"
+ from backend.auth import get_auth_token as p_get_auth_token_g
+ p_proxy_url = f"http://127.0.0.1:{os.environ.get('OPENSWARM_PORT', '8324')}/api/anthropic-proxy"
options_kwargs["env"] = {
"GEMINI_API_KEY": global_settings.google_api_key,
"GOOGLE_API_KEY": global_settings.google_api_key,
- "ANTHROPIC_API_KEY": _get_auth_token_g() or "9router",
- "ANTHROPIC_BASE_URL": _proxy_url,
+ "ANTHROPIC_API_KEY": p_get_auth_token_g() or "9router",
+ "ANTHROPIC_BASE_URL": p_proxy_url,
}
logger.info(f"[MCP-DEBUG] Using direct Google API key (route=api) for {session.model} via local proxy")
elif api_type == "openrouter" and getattr(global_settings, "openrouter_api_key", None):
@@ -670,11 +670,11 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
# CLI's WebSearch delegation needs an Anthropic-shaped lane;
# if the user has no Anthropic key/sub/Pro, fall back to OR's
# resold Claude so subagents stay on the same OR billing.
- if not _9r_running():
- from backend.apps.nine_router import ensure_running as _9r_ensure
+ if not p_9r_running():
+ from backend.apps.nine_router import ensure_running as p_9r_ensure
logger.info(f"[MCP-DEBUG] OpenRouter selected but 9Router not running; waiting for startup")
- await _9r_ensure()
- if not _9r_running():
+ await p_9r_ensure()
+ if not p_9r_running():
raise ValueError(
"9Router could not start. OpenRouter routing requires "
"Node.js, install it and restart the app, or pick a "
@@ -727,19 +727,19 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
elif api_type == "anthropic" and not resolved_is_9router and global_settings.anthropic_api_key:
options_kwargs["env"] = {"ANTHROPIC_API_KEY": global_settings.anthropic_api_key}
logger.info("[MCP-DEBUG] Using direct Anthropic API key")
- elif _9r_running():
+ elif p_9r_running():
# Gemini-bound ids go through the local proxy for schema scrubbing;
# everything else hits 9Router directly.
- _is_gemini_bound = (
+ p_is_gemini_bound = (
isinstance(resolved_model, str)
and resolved_model.startswith(("gemini/", "gc/", "ag/"))
)
- if _is_gemini_bound:
- from backend.auth import get_auth_token as _get_auth_token_g2
- _base_url = f"http://127.0.0.1:{os.environ.get('OPENSWARM_PORT', '8324')}/api/anthropic-proxy"
+ if p_is_gemini_bound:
+ from backend.auth import get_auth_token as p_get_auth_token_g2
+ p_base_url = f"http://127.0.0.1:{os.environ.get('OPENSWARM_PORT', '8324')}/api/anthropic-proxy"
env = {
- "ANTHROPIC_API_KEY": _get_auth_token_g2() or "9router",
- "ANTHROPIC_BASE_URL": _base_url,
+ "ANTHROPIC_API_KEY": p_get_auth_token_g2() or "9router",
+ "ANTHROPIC_BASE_URL": p_base_url,
}
else:
env = {
@@ -749,35 +749,35 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
# Pin subagent ids to whichever lane the user has, else CLI's
# default Haiku 4.5 hits 9Router with no Claude route and 401s.
try:
- _sub_conns = _conns # reuse list fetched above
+ p_sub_conns = _conns # reuse list fetched above
except NameError:
- _sub_conns = []
- _active = {c.get("provider") for c in _sub_conns
+ p_sub_conns = []
+ p_active = {c.get("provider") for c in p_sub_conns
if isinstance(c, dict) and c.get("isActive")}
- _sub_model = None
- _small_model = None
+ p_sub_model = None
+ p_small_model = None
if global_settings.anthropic_api_key:
- _sub_model = "claude-sonnet-4-6"
- _small_model = "claude-haiku-4-5-20251001"
- elif "claude" in _active or "anthropic" in _active:
- _sub_model = "cc/claude-sonnet-4-6"
- _small_model = "cc/claude-haiku-4-5-20251001"
- elif "antigravity" in _active:
- _sub_model = "ag/gemini-3-flash"
- _small_model = "ag/gemini-3-flash"
- elif "gemini-cli" in _active:
- _sub_model = "gc/gemini-2.5-flash"
- _small_model = "gc/gemini-2.5-flash"
- elif "codex" in _active:
- _sub_model = "cx/gpt-5.4-mini"
- _small_model = "cx/gpt-5.4-mini"
- if _sub_model:
- env["CLAUDE_CODE_SUBAGENT_MODEL"] = _sub_model
- if _small_model:
- env["ANTHROPIC_SMALL_FAST_MODEL"] = _small_model
- env["ANTHROPIC_DEFAULT_HAIKU_MODEL"] = _small_model
+ p_sub_model = "claude-sonnet-4-6"
+ p_small_model = "claude-haiku-4-5-20251001"
+ elif "claude" in p_active or "anthropic" in p_active:
+ p_sub_model = "cc/claude-sonnet-4-6"
+ p_small_model = "cc/claude-haiku-4-5-20251001"
+ elif "antigravity" in p_active:
+ p_sub_model = "ag/gemini-3-flash"
+ p_small_model = "ag/gemini-3-flash"
+ elif "gemini-cli" in p_active:
+ p_sub_model = "gc/gemini-2.5-flash"
+ p_small_model = "gc/gemini-2.5-flash"
+ elif "codex" in p_active:
+ p_sub_model = "cx/gpt-5.4-mini"
+ p_small_model = "cx/gpt-5.4-mini"
+ if p_sub_model:
+ env["CLAUDE_CODE_SUBAGENT_MODEL"] = p_sub_model
+ if p_small_model:
+ env["ANTHROPIC_SMALL_FAST_MODEL"] = p_small_model
+ env["ANTHROPIC_DEFAULT_HAIKU_MODEL"] = p_small_model
logger.info(
- f"[MCP-DEBUG] 9Router direct, subagent_model={_sub_model}, small_fast={_small_model}"
+ f"[MCP-DEBUG] 9Router direct, subagent_model={p_sub_model}, small_fast={p_small_model}"
)
# ENABLE_TOOL_SEARCH=auto: without it, CLI's tengu_defer_all_bn4
# Statsig flag defers 16 tools with no way to load them on non-
@@ -789,10 +789,10 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
logger.info(f"[MCP-DEBUG] Using 9Router (api_type={api_type})")
else:
if api_type != "anthropic":
- from backend.apps.nine_router import ensure_running as _9r_ensure
+ from backend.apps.nine_router import ensure_running as p_9r_ensure
logger.info(f"[MCP-DEBUG] 9Router not running for non-Anthropic model {session.model}; waiting for startup")
- await _9r_ensure()
- if _9r_running():
+ await p_9r_ensure()
+ if p_9r_running():
options_kwargs["env"] = {
"ANTHROPIC_API_KEY": "9router",
"ANTHROPIC_BASE_URL": "http://localhost:20128",
@@ -861,8 +861,8 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
# 5-30s of hidden reasoning. Override per-turn only, session
# setting is untouched so the UI pill keeps reflecting the
# user's choice.
- _prompt_len = len((prompt or "").strip())
- if 0 < _prompt_len < 50 and level != "off":
+ p_prompt_len = len((prompt or "").strip())
+ if 0 < p_prompt_len < 50 and level != "off":
level = "off"
# gc/gemini-3* without Antigravity 400s every multi-step turn
# on thoughtSignature continuity. Force-disable thinking.
@@ -962,22 +962,22 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
# current turn's user prompt + any new history adds on top
#, but the first turn of a fresh session has tokens=0 so
# we only act once we've seen real numbers.
- _est_tokens = session.tokens.get("input", 0)
- _hard_cap = int(session.context_window * session.context_soft_cap_pct)
- if _est_tokens >= _hard_cap:
+ p_est_tokens = session.tokens.get("input", 0)
+ p_hard_cap = int(session.context_window * session.context_soft_cap_pct)
+ if p_est_tokens >= p_hard_cap:
trimmed: list[str] = []
- while _est_tokens >= _hard_cap and len(session.active_mcps) > 1:
+ while p_est_tokens >= p_hard_cap and len(session.active_mcps) > 1:
# Keep at least one MCP active so the model can
# finish whatever it was doing; trim from oldest
# which is FIFO order in the list.
trimmed.append(f"mcp:{session.active_mcps.pop(0)}")
- _est_tokens -= 8_000 # rough per-MCP schema cost
+ p_est_tokens -= 8_000 # rough per-MCP schema cost
if trimmed:
await ws_manager.send_to_session(session_id, "agent:context_status", {
"session_id": session_id,
"reason": "trimmed",
"trimmed": trimmed,
- "estimate_after": _est_tokens,
+ "estimate_after": p_est_tokens,
})
# Surface a visible system breadcrumb in the chat so
# the user (and the model on the next turn) know
@@ -985,20 +985,20 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
# may keep trying to call a now-missing tool and
# the user has no idea why.
try:
- _names = ", ".join(t.replace("mcp:", "") for t in trimmed)
- _trim_msg = Message(
+ p_names = ", ".join(t.replace("mcp:", "") for t in trimmed)
+ p_trim_msg = Message(
role="system",
content=(
f"Trimmed {len(trimmed)} app{'s' if len(trimmed) != 1 else ''} from this session to fit "
- f"the model's context: {_names}. Re-activate via MCPSearch + MCPActivate "
+ f"the model's context: {p_names}. Re-activate via MCPSearch + MCPActivate "
"if you still need them."
),
branch_id=session.active_branch_id,
)
- session.messages.append(_trim_msg)
+ session.messages.append(p_trim_msg)
await ws_manager.send_to_session(session_id, "agent:message", {
"session_id": session_id,
- "message": _trim_msg.model_dump(mode="json"),
+ "message": p_trim_msg.model_dump(mode="json"),
})
except Exception:
logger.exception("failed to emit MCP-trimmed breadcrumb")
@@ -1113,18 +1113,18 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
if isinstance(session.tokens, dict):
turn.baseline_session_in = int(session.tokens.get("input_fresh", 0) or 0)
turn.baseline_session_out = int(session.tokens.get("output", 0) or 0)
- _ch_in = 0
- _ch_out = 0
- for _child in self.sessions.values():
- if getattr(_child, "parent_session_id", None) != session.id:
+ p_ch_in = 0
+ p_ch_out = 0
+ for p_child in self.sessions.values():
+ if getattr(p_child, "parent_session_id", None) != session.id:
continue
- _ct = getattr(_child, "tokens", None)
- if not isinstance(_ct, dict):
+ p_ct = getattr(p_child, "tokens", None)
+ if not isinstance(p_ct, dict):
continue
- _ch_in += int(_ct.get("input_fresh", 0) or 0)
- _ch_out += int(_ct.get("output", 0) or 0)
- turn.baseline_children_in = _ch_in
- turn.baseline_children_out = _ch_out
+ p_ch_in += int(p_ct.get("input_fresh", 0) or 0)
+ p_ch_out += int(p_ct.get("output", 0) or 0)
+ turn.baseline_children_in = p_ch_in
+ turn.baseline_children_out = p_ch_out
turn.baseline_captured = True
except Exception:
pass
@@ -1138,11 +1138,11 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
# path. Updates in place at turn end via the
# stable thinking.msg_id dedupe.
try:
- _route_strips_reasoning_pre = (
+ p_route_strips_reasoning_pre = (
isinstance(resolved_model, str)
and resolved_model.startswith(("cx/", "gc/", "ag/", "gemini/"))
)
- if _route_strips_reasoning_pre:
+ if p_route_strips_reasoning_pre:
await thinking_mod.emit_consolidated_thinking(thinking, turn, session, session_id, self.sessions, force_provider_unavailable=True)
except Exception:
logger.exception("pre-emit thinking pill failed; continuing")
@@ -1188,7 +1188,7 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
except (asyncio.CancelledError, Exception):
pass
thinking.ticker_task = None
- stderr_snapshot = "\n".join(_stderr_buffer[-50:])
+ stderr_snapshot = "\n".join(p_stderr_buffer[-50:])
wait = capacity_retry_wait(e, capacity_retry_attempt, extra_text=stderr_snapshot)
if wait is not None:
capacity_retry_attempt += 1
@@ -1215,16 +1215,16 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
turn.stream_text_msg_id = None
turn.stream_text_accum = ""
self._live_partial.pop(session_id, None)
- for _tool_msg_id in turn.stream_tool_msg_ids_ordered:
+ for p_tool_msg_id in turn.stream_tool_msg_ids_ordered:
await ws_manager.send_to_session(session_id, "agent:stream_end", {
"session_id": session_id,
- "message_id": _tool_msg_id,
+ "message_id": p_tool_msg_id,
})
turn.stream_tool_msg_ids_ordered = []
turn.stream_block_index_map = {}
turn.current_turn_emitted = False
await asyncio.sleep(wait)
- _stderr_buffer.clear()
+ p_stderr_buffer.clear()
if session.sdk_session_id:
options_kwargs["resume"] = session.sdk_session_id
options = ClaudeAgentOptions(**options_kwargs)
@@ -1244,12 +1244,12 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
# synthetic prompt to keep working.
try:
if getattr(session, "pending_continuation", False):
- _continuation_prompt = session.pending_continuation_prompt or "Continue."
+ p_continuation_prompt = session.pending_continuation_prompt or "Continue."
session.pending_continuation = False
session.pending_continuation_prompt = None
asyncio.create_task(self.send_message(
session_id,
- _continuation_prompt,
+ p_continuation_prompt,
hidden=True,
))
logger.info(f"Auto-continuing session {session_id} with hidden prompt")
@@ -1284,15 +1284,15 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
# user can't recover by waiting, this is a tier-gate, not a rate
# limit, so the UX matters.
try:
- _stderr_tail = "\n".join(_stderr_buffer[-50:])
+ p_stderr_tail = "\n".join(p_stderr_buffer[-50:])
except Exception:
- _stderr_tail = ""
+ p_stderr_tail = ""
# If we already streamed a substantive assistant response this
# turn, the user got their answer; the error fired on a
# subsequent step (title gen, follow-up tool turn, etc.).
# Don't blast a "context exceeded" card over a completed reply.
- _streamed_substantive = bool(turn.stream_text_msg_id) and turn.current_turn_emitted
- if _streamed_substantive and _is_long_context_error(e, extra_text=_stderr_tail):
+ p_streamed_substantive = bool(turn.stream_text_msg_id) and turn.current_turn_emitted
+ if p_streamed_substantive and _is_long_context_error(e, extra_text=p_stderr_tail):
# Mark the session completed (not error), keep the assistant
# reply visible, and skip the overflow card. The next user
# turn will properly hit the pre-send guard if the chat is
@@ -1307,7 +1307,7 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
except Exception:
pass
return
- if _is_long_context_error(e, extra_text=_stderr_tail):
+ if _is_long_context_error(e, extra_text=p_stderr_tail):
friendly_msg = (
"This conversation has grown too large for your account's "
"standard context window. Long-context requests require an "
@@ -1316,7 +1316,7 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
)
error_msg = Message(role="system", content=friendly_msg, branch_id=session.active_branch_id)
session.messages.append(error_msg)
- _ovf_payload = {
+ p_ovf_payload = {
"session_id": session_id,
"reason": "long_context_required",
"message": friendly_msg,
@@ -1329,7 +1329,7 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
"compact_threshold_pct": session.compact_threshold_pct,
"context_soft_cap_pct": session.context_soft_cap_pct,
}
- await ws_manager.send_to_session(session_id, "agent:context_overflow", _ovf_payload)
+ await ws_manager.send_to_session(session_id, "agent:context_overflow", p_ovf_payload)
await ws_manager.send_to_session(session_id, "agent:message", {
"session_id": session_id,
"message": error_msg.model_dump(mode="json"),
@@ -1351,7 +1351,7 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
})
except Exception:
logger.debug("submit_diagnostic for context_overflow failed", exc_info=True)
- elif _is_transient_capacity_error(e, extra_text=_stderr_tail):
+ elif _is_transient_capacity_error(e, extra_text=p_stderr_tail):
# A genuine throttle (429/overload/capacity) that already burned
# the whole silent-backoff budget (the only way one reaches here).
# It's a limit, not a failure, so don't append a system-message
@@ -1368,9 +1368,9 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
pass
await ws_manager.send_to_session(session_id, "agent:rate_limited", {
"session_id": session_id,
- "retry_after_s": parse_retry_after(e, _stderr_tail),
+ "retry_after_s": parse_retry_after(e, p_stderr_tail),
})
- elif _is_free_trial_exhausted(e, extra_text=_stderr_tail):
+ elif _is_free_trial_exhausted(e, extra_text=p_stderr_tail):
# Free runs spent. Flip back to own_key and show a friendly
# "connect a model" upsell instead of a raw 402.
try:
@@ -1393,7 +1393,7 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
"session_id": session_id,
"message": error_msg.model_dump(mode="json"),
})
- elif _is_auth_error(e, extra_text=_stderr_tail):
+ elif _is_auth_error(e, extra_text=p_stderr_tail):
# Three sub-cases the user can hit, with distinct fixes:
# 1. "No credentials for provider: claude", user picked a
# -cc route but doesn't have Claude Pro/Max connected
@@ -1401,15 +1401,15 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
# Pro/Max OR pick a non--cc model.
# 2. OpenSwarm Pro 401, bearer expired. Reconnect.
# 3. Anthropic API key 401, wrong key. Re-enter.
- _model = (session.model or "").lower()
- _combined = f"{e!s}\n{_stderr_tail}".lower()
+ p_model = (session.model or "").lower()
+ p_combined = f"{e!s}\n{p_stderr_tail}".lower()
# Codex/OpenAI subscription tokens rotate every ~2-3
# minutes, the user sees the rotation window as a 401
# with "reset after 1m 59s" or similar. Don't ask them to
# reconnect; just tell them to wait it out and retry.
if (
- ("codex/" in _combined or "[codex/" in _combined or _model.startswith(("cx/", "gpt-")))
- and ("authentication token is expired" in _combined or "authentication token has expired" in _combined or "401" in _combined)
+ ("codex/" in p_combined or "[codex/" in p_combined or p_model.startswith(("cx/", "gpt-")))
+ and ("authentication token is expired" in p_combined or "authentication token has expired" in p_combined or "401" in p_combined)
):
friendly_msg = (
"GPT subscription token just rotated, this is "
@@ -1418,7 +1418,7 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
"through. (No need to reconnect anything.)"
)
reason = "codex_token_rotating"
- elif "no credentials for provider" in _combined:
+ elif "no credentials for provider" in p_combined:
friendly_msg = (
"Selected route requires Claude Pro / Max, but it's "
"not connected. Open Settings → Models and either "
@@ -1428,7 +1428,7 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
)
reason = "claude_sub_not_connected"
elif (
- "-cc" not in _model
+ "-cc" not in p_model
and getattr(load_settings(), "connection_mode", "own_key") == "openswarm-pro"
):
friendly_msg = (
@@ -1459,7 +1459,7 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
"session_id": session_id,
"message": error_msg.model_dump(mode="json"),
})
- elif _is_unknown_model_error(e, extra_text=_stderr_tail):
+ elif _is_unknown_model_error(e, extra_text=p_stderr_tail):
# Upstream rejected the model code itself (e.g. Codex 1211 on a
# ChatGPT plan that lacks our GPT ids). Track it; the friendly
# "add an API key / pick another model" card is rendered frontend-side.
@@ -1472,7 +1472,7 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
"provider": session.provider,
"connection_mode": getattr(load_settings(), "connection_mode", "own_key"),
"error_preview": redact_for_telemetry(str(e), limit=400),
- "stderr_tail": redact_for_telemetry(_stderr_tail),
+ "stderr_tail": redact_for_telemetry(p_stderr_tail),
})
except Exception:
logger.debug("submit_diagnostic model_error failed", exc_info=True)
@@ -1493,7 +1493,7 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
"provider": session.provider,
"connection_mode": getattr(load_settings(), "connection_mode", "own_key"),
"error_preview": redact_for_telemetry(str(e), limit=400),
- "stderr_tail": redact_for_telemetry(_stderr_tail),
+ "stderr_tail": redact_for_telemetry(p_stderr_tail),
})
except Exception:
logger.debug("submit_diagnostic model_error failed", exc_info=True)
@@ -1521,10 +1521,10 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
# superseded by a newer turn must not pop the new turn's partial
# mirror, broadcast a stale terminal status, or overwrite the
# snapshot the live turn is writing.
- _is_live_task = self.tasks.get(session_id) is asyncio.current_task()
- if _is_live_task:
+ p_is_live_task = self.tasks.get(session_id) is asyncio.current_task()
+ if p_is_live_task:
self._live_partial.pop(session_id, None)
- if session_id in self.sessions and _is_live_task:
+ if session_id in self.sessions and p_is_live_task:
# For canvas-launched App Builder sessions, the workspace
# folder IS the session_id (see launch_agent), so meta.json
# lives at outputs_workspace//meta.json. Read it
@@ -1541,7 +1541,7 @@ class AgentManager(SessionLifecycleMixin, MessagingMixin, AgentLaunchMixin, RunS
# flips from "Untitled App" to the real name
# without waiting for the next mount.
try:
- matching = [o for o in _load_all() if o.workspace_id == session_id]
+ matching = [o for o in p_load_all() if o.workspace_id == session_id]
if matching:
await ws_manager.broadcast_global("agent:output_upserted", {
"output": matching[0].model_dump(mode="json"),