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Author SHA1 Message Date
Alexander Whitestone
985488bcbe feat: add A2A task delegation over mTLS (#804)
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2026-04-22 11:14:26 -04:00
Alexander Whitestone
524868d4f4 test: add red coverage for A2A task delegation (#804) 2026-04-22 11:09:18 -04:00
13 changed files with 608 additions and 486 deletions

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@@ -29,6 +29,8 @@ import logging
import os
import ssl
import threading
import time
import uuid
from http.server import BaseHTTPRequestHandler, HTTPServer
from pathlib import Path
from typing import Any, Callable, Dict, Optional
@@ -441,3 +443,244 @@ class A2AMTLSClient:
def post(self, url: str, json: Optional[Dict[str, Any]] = None, **kwargs: Any) -> Dict[str, Any]:
data = (__import__("json").dumps(json).encode() if json is not None else None)
return self._request("POST", url, data=data, **kwargs)
# ---------------------------------------------------------------------------
# Structured A2A task delegation over mTLS
# ---------------------------------------------------------------------------
_TERMINAL_TASK_STATES = {"completed", "failed", "canceled", "rejected"}
def _iso_now() -> str:
return time.strftime("%Y-%m-%dT%H:%M:%SZ", time.gmtime())
def _task_status(state: str, message: str) -> Dict[str, Any]:
return {
"state": state,
"message": message,
"timestamp": _iso_now(),
}
def _coerce_artifact(result: Any) -> Dict[str, Any]:
if isinstance(result, dict):
if "text" in result:
return result
if "artifact" in result and isinstance(result["artifact"], dict):
return result["artifact"]
return {"text": str(result)}
def _build_task_record(task_id: str, task: str, requester: Optional[str], metadata: Optional[Dict[str, Any]] = None) -> Dict[str, Any]:
return {
"taskId": task_id,
"task": task,
"requester": requester,
"metadata": metadata or {},
"artifacts": [],
"status": _task_status("submitted", "Task submitted"),
}
def _default_agent_card(host: str, port: int) -> Dict[str, Any]:
base_url = f"https://{host}:{port}"
try:
from agent.agent_card import build_agent_card
from dataclasses import asdict
card = asdict(build_agent_card())
except Exception as exc: # pragma: no cover - fallback only exercised when card build breaks
logger.warning("Falling back to minimal agent card: %s", exc)
card = {
"name": os.environ.get("HERMES_AGENT_NAME", "hermes"),
"description": "Hermes A2A task server",
"version": "unknown",
}
card["url"] = base_url
card["a2aTaskEndpoint"] = f"{base_url}/a2a/rpc"
return card
def _default_local_hermes_executor(task_payload: Dict[str, Any]) -> Dict[str, Any]:
task_text = str(task_payload.get("task", "")).strip()
if not task_text:
return {"text": ""}
from run_agent import AIAgent
agent = AIAgent(quiet_mode=True)
result = agent.chat(task_text)
return {
"text": result,
"metadata": {"executor": "local-hermes"},
}
class A2ATaskServer:
"""JSON-RPC A2A task server running over the routing mTLS server."""
def __init__(
self,
cert: str | Path,
key: str | Path,
ca: str | Path,
host: str = "127.0.0.1",
port: int = 9443,
executor: Optional[Callable[[Dict[str, Any]], Dict[str, Any]]] = None,
card_factory: Optional[Callable[[], Dict[str, Any]]] = None,
) -> None:
self.host = host
self.port = port
self._server = A2AMTLSServer(cert=cert, key=key, ca=ca, host=host, port=port)
self._executor = executor or _default_local_hermes_executor
self._card_factory = card_factory or (lambda: _default_agent_card(self.host, self.port))
self._tasks: Dict[str, Dict[str, Any]] = {}
self._lock = threading.Lock()
self._server.add_route("/.well-known/agent-card.json", self._handle_agent_card)
self._server.add_route("/agent-card.json", self._handle_agent_card)
self._server.add_route("/a2a/rpc", self._handle_rpc)
def __enter__(self) -> "A2ATaskServer":
self.start()
return self
def __exit__(self, *_: Any) -> None:
self.stop()
def start(self) -> None:
self._server.start()
def stop(self) -> None:
self._server.stop()
def _handle_agent_card(self, payload: Dict[str, Any], *, peer_cn: str | None = None) -> Dict[str, Any]:
return self._card_factory()
def _handle_rpc(self, payload: Dict[str, Any], *, peer_cn: str | None = None) -> Dict[str, Any]:
req_id = payload.get("id")
if payload.get("jsonrpc") != "2.0":
return {"jsonrpc": "2.0", "id": req_id, "error": {"code": -32600, "message": "invalid jsonrpc version"}}
method = payload.get("method")
params = payload.get("params") or {}
try:
if method == "tasks/send":
result = self._rpc_send_task(params, peer_cn=peer_cn)
elif method == "tasks/get":
result = self._rpc_get_task(params)
else:
return {"jsonrpc": "2.0", "id": req_id, "error": {"code": -32601, "message": f"unknown method: {method}"}}
except Exception as exc:
logger.exception("A2A task RPC failed: %s", exc)
return {"jsonrpc": "2.0", "id": req_id, "error": {"code": -32000, "message": str(exc)}}
return {"jsonrpc": "2.0", "id": req_id, "result": result}
def _rpc_send_task(self, params: Dict[str, Any], *, peer_cn: str | None = None) -> Dict[str, Any]:
task_text = str(params.get("task", "")).strip()
if not task_text:
raise ValueError("task is required")
task_id = params.get("taskId") or uuid.uuid4().hex
requester = params.get("requester") or peer_cn
metadata = dict(params.get("metadata") or {})
if peer_cn:
metadata.setdefault("peer_cn", peer_cn)
record = _build_task_record(task_id, task_text, requester, metadata)
with self._lock:
self._tasks[task_id] = record
worker = threading.Thread(target=self._run_task, args=(task_id,), daemon=True, name=f"a2a-task-{task_id[:8]}")
worker.start()
return self._copy_task(task_id)
def _rpc_get_task(self, params: Dict[str, Any]) -> Dict[str, Any]:
task_id = str(params.get("taskId", "")).strip()
if not task_id:
raise ValueError("taskId is required")
return self._copy_task(task_id)
def _copy_task(self, task_id: str) -> Dict[str, Any]:
with self._lock:
if task_id not in self._tasks:
raise KeyError(f"unknown taskId: {task_id}")
return json.loads(json.dumps(self._tasks[task_id]))
def _run_task(self, task_id: str) -> None:
with self._lock:
task = self._tasks[task_id]
task["status"] = _task_status("working", "Task is running")
task_payload = {
"taskId": task["taskId"],
"task": task["task"],
"requester": task.get("requester"),
"metadata": dict(task.get("metadata") or {}),
}
try:
result = self._executor(task_payload)
artifact = _coerce_artifact(result)
with self._lock:
task = self._tasks[task_id]
task["artifacts"] = [artifact]
task["status"] = _task_status("completed", "Task completed")
except Exception as exc:
with self._lock:
task = self._tasks[task_id]
task["status"] = _task_status("failed", f"Task failed: {exc}")
class A2ATaskClient(A2AMTLSClient):
"""Client helper for A2A JSON-RPC task send/get flows."""
def discover_card(self, base_url: str) -> Dict[str, Any]:
return self.get(f"{base_url.rstrip('/')}/.well-known/agent-card.json")
def _rpc_call(self, base_url: str, method: str, params: Dict[str, Any]) -> Dict[str, Any]:
payload = {
"jsonrpc": "2.0",
"id": uuid.uuid4().hex,
"method": method,
"params": params,
}
response = self.post(f"{base_url.rstrip('/')}/a2a/rpc", json=payload)
if "error" in response:
error = response["error"]
raise RuntimeError(error.get("message") or str(error))
return response.get("result", {})
def send_task(
self,
base_url: str,
*,
task: str,
requester: str | None = None,
metadata: Optional[Dict[str, Any]] = None,
) -> Dict[str, Any]:
return self._rpc_call(
base_url,
"tasks/send",
{
"task": task,
"requester": requester,
"metadata": metadata or {},
},
)
def get_task(self, base_url: str, task_id: str) -> Dict[str, Any]:
return self._rpc_call(base_url, "tasks/get", {"taskId": task_id})
def wait_for_task(
self,
base_url: str,
task_id: str,
*,
timeout: float = 30.0,
poll_interval: float = 0.5,
) -> Dict[str, Any]:
deadline = time.monotonic() + timeout
while True:
task = self.get_task(base_url, task_id)
state = str(((task.get("status") or {}).get("state") or "")).lower()
if state in _TERMINAL_TASK_STATES:
return task
if time.monotonic() >= deadline:
raise TimeoutError(f"Timed out waiting for task {task_id}")
time.sleep(poll_interval)

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@@ -1,69 +0,0 @@
"""First-class context snapshot artifacts for live runtime memory evaluation."""
from __future__ import annotations
import json
import re
from pathlib import Path
from typing import Any
from hermes_constants import get_hermes_home
_SAFE_SEGMENT_RE = re.compile(r"[^A-Za-z0-9_.-]+")
class ContextSnapshotRecorder:
"""Write per-call prompt-composition artifacts for a Hermes session."""
def __init__(self, session_id: str, *, enabled: bool = False, base_dir: str | Path | None = None):
self.session_id = session_id or "session"
self.enabled = bool(enabled)
self.base_dir = Path(base_dir) if base_dir else get_hermes_home() / "reports" / "context_snapshots"
@property
def session_dir(self) -> Path:
safe_session = _SAFE_SEGMENT_RE.sub("_", self.session_id).strip("._") or "session"
return self.base_dir / safe_session
def record_call(
self,
api_call_count: int,
*,
system_prompt: str,
memory_provider_system_prompt: str = "",
memory_prefetch_raw: str = "",
memory_context_block: str = "",
api_user_message: str = "",
api_messages: list[dict[str, Any]] | None = None,
metadata: dict[str, Any] | None = None,
) -> Path | None:
if not self.enabled:
return None
call_dir = self.session_dir / f"call_{api_call_count:03d}"
call_dir.mkdir(parents=True, exist_ok=True)
self._write_text(call_dir / "system_prompt.txt", system_prompt or "")
self._write_text(call_dir / "memory_provider_system_prompt.txt", memory_provider_system_prompt or "")
self._write_text(call_dir / "memory_prefetch_raw.txt", memory_prefetch_raw or "")
self._write_text(call_dir / "memory_context_block.txt", memory_context_block or "")
self._write_text(call_dir / "api_user_message.txt", api_user_message or "")
self._write_json(call_dir / "api_messages.json", api_messages or [])
self._write_json(
call_dir / "metadata.json",
{
"session_id": self.session_id,
"api_call_count": api_call_count,
**(metadata or {}),
},
)
return call_dir
@staticmethod
def _write_text(path: Path, content: str) -> None:
path.write_text(content, encoding="utf-8")
@staticmethod
def _write_json(path: Path, payload: Any) -> None:
path.write_text(json.dumps(payload, indent=2, ensure_ascii=False), encoding="utf-8")

View File

@@ -1,132 +0,0 @@
# Hindsight local eval homes for live Hermes runtime testing
Issue: #1010
Parent: #985
This document defines a reproducible, profile-scoped evaluation layout for baseline / MemPalace / Hindsight comparisons without requiring Hindsight Cloud.
## Eval home layout
Use three separate `HERMES_HOME` directories so each run has isolated config, memory, sessions, and artifacts.
```text
~/.hermes/profiles/atlas-baseline/
config.yaml
.env
MEMORY.md
USER.md
reports/context_snapshots/
~/.hermes/profiles/atlas-mempalace/
config.yaml
.env
MEMORY.md
USER.md
reports/context_snapshots/
plugins/ # if a local MemPalace plugin is installed for this eval lane
~/.hermes/profiles/atlas-hindsight/
config.yaml
.env
MEMORY.md
USER.md
hindsight/config.json
reports/context_snapshots/
```
## Hindsight local config
The Hindsight provider already loads config from `$HERMES_HOME/hindsight/config.json` first. For the local eval lane, prefer `local_embedded` so Hermes can bring up a local Hindsight daemon without cloud signup.
Example `~/.hermes/profiles/atlas-hindsight/hindsight/config.json`:
```json
{
"mode": "local_embedded",
"memory_mode": "context",
"recall_prefetch_method": "recall",
"llm_provider": "ollama",
"llm_model": "gemma3:12b",
"api_url": "http://localhost:8888"
}
```
Notes:
- `local_embedded` avoids any Hindsight Cloud dependency.
- If `profile` is omitted, Hermes now derives a stable local Hindsight profile name from the active profile identity / `HERMES_HOME` instead of collapsing all local runs into the shared legacy `hermes` profile.
- `local_external` remains valid if you already run a local Hindsight server yourself.
## Runtime switching procedure
Switch by exporting `HERMES_HOME` before launching Hermes.
### 1. Baseline
```bash
export HERMES_HOME="$HOME/.hermes/profiles/atlas-baseline"
unset HERMES_CONTEXT_SNAPSHOTS
hermes chat
```
### 2. MemPalace lane
```bash
export HERMES_HOME="$HOME/.hermes/profiles/atlas-mempalace"
export HERMES_CONTEXT_SNAPSHOTS=1
hermes chat
```
### 3. Hindsight lane
```bash
export HERMES_HOME="$HOME/.hermes/profiles/atlas-hindsight"
export HERMES_CONTEXT_SNAPSHOTS=1
hermes chat
```
## Raw artifact capture
When `HERMES_CONTEXT_SNAPSHOTS=1` is enabled, Hermes writes first-class prompt-composition artifacts under the active home by default.
Artifact tree:
```text
$HERMES_HOME/reports/context_snapshots/<session-id>/call_001/
system_prompt.txt
memory_provider_system_prompt.txt
memory_prefetch_raw.txt
memory_context_block.txt
api_user_message.txt
api_messages.json
metadata.json
```
Minimum files a benchmark should inspect:
- `system_prompt.txt`
- `memory_prefetch_raw.txt`
- `memory_context_block.txt`
- `api_user_message.txt`
- `api_messages.json`
These prove:
- what the system prompt was
- what the provider prefetched
- what entered `<memory-context>`
- what the final API user message looked like
- what full payload reached the model
## Follow-on benchmark workflow
A benchmark issue can now consume this path without redoing integration work:
1. pick one eval home (`atlas-baseline`, `atlas-mempalace`, `atlas-hindsight`)
2. export the corresponding `HERMES_HOME`
3. run Hermes on the same prompt set
4. compare the snapshot artifacts in `reports/context_snapshots/`
5. score recall quality and answer quality separately
## Why this is sovereign
- no hosted Hindsight Cloud dependency is required
- the Hindsight config is profile-scoped under `hindsight/config.json`
- the runtime artifacts stay under the active `HERMES_HOME`
- switching between baseline / MemPalace / Hindsight is just a `HERMES_HOME` swap

132
hermes_cli/a2a_cmd.py Normal file
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@@ -0,0 +1,132 @@
"""CLI helpers for A2A task delegation."""
from __future__ import annotations
import json
import os
import re
import sys
import time
from pathlib import Path
from typing import Any
from agent.a2a_mtls import A2ATaskClient, A2ATaskServer
from hermes_cli.config import get_hermes_home
def _registry_path() -> Path:
return get_hermes_home() / "a2a_agents.json"
def _default_identity_paths() -> tuple[str, str, str]:
hermes_home = get_hermes_home()
agent_name = os.environ.get("HERMES_AGENT_NAME", "hermes").lower()
cert = os.environ.get(
"HERMES_A2A_CERT",
str(hermes_home / "pki" / "agents" / agent_name / f"{agent_name}.crt"),
)
key = os.environ.get(
"HERMES_A2A_KEY",
str(hermes_home / "pki" / "agents" / agent_name / f"{agent_name}.key"),
)
ca = os.environ.get(
"HERMES_A2A_CA",
str(hermes_home / "pki" / "ca" / "fleet-ca.crt"),
)
return cert, key, ca
def load_agent_registry(path: Path | None = None) -> dict[str, Any]:
registry_path = path or _registry_path()
if not registry_path.exists():
return {}
return json.loads(registry_path.read_text(encoding="utf-8"))
def resolve_agent_url(agent: str, *, registry_path: Path | None = None) -> str:
key = re.sub(r"[^A-Za-z0-9]+", "_", agent).upper()
env_value = os.getenv(f"HERMES_A2A_{key}_URL")
if env_value:
return env_value
registry = load_agent_registry(registry_path)
entry = registry.get(agent)
if isinstance(entry, str) and entry:
return entry
if isinstance(entry, dict):
url = entry.get("url") or entry.get("base_url") or entry.get("card_url")
if url:
return str(url)
if agent.startswith("https://") or agent.startswith("http://"):
return agent
raise SystemExit(f"Unknown A2A agent '{agent}'. Set HERMES_A2A_{key}_URL or add it to {_registry_path()}.")
def _print(data: dict[str, Any]) -> None:
print(json.dumps(data, indent=2, ensure_ascii=False))
def cmd_send(args) -> None:
base_url = args.url or resolve_agent_url(args.agent)
cert, key, ca = args.cert, args.key, args.ca
if not (cert and key and ca):
cert, key, ca = _default_identity_paths()
client = A2ATaskClient(cert=cert, key=key, ca=ca)
card = client.discover_card(base_url)
task = client.send_task(
base_url,
task=args.task,
requester=args.requester,
metadata={"agent": args.agent},
)
if args.wait:
task = client.wait_for_task(
base_url,
task["taskId"],
timeout=args.timeout,
poll_interval=args.poll_interval,
)
_print({
"agent": args.agent,
"url": base_url,
"card": card,
"task": task,
})
def cmd_status(args) -> None:
base_url = args.url or resolve_agent_url(args.agent)
cert, key, ca = args.cert, args.key, args.ca
if not (cert and key and ca):
cert, key, ca = _default_identity_paths()
client = A2ATaskClient(cert=cert, key=key, ca=ca)
task = client.get_task(base_url, args.task_id)
_print({"agent": args.agent, "url": base_url, "task": task})
def cmd_serve(args) -> None:
cert, key, ca = args.cert, args.key, args.ca
if not (cert and key and ca):
cert, key, ca = _default_identity_paths()
server = A2ATaskServer(cert=cert, key=key, ca=ca, host=args.host, port=args.port)
server.start()
print(f"A2A task server listening on https://{args.host}:{args.port}")
try:
while True:
time.sleep(1)
except KeyboardInterrupt:
server.stop()
def cmd_a2a(args) -> None:
command = getattr(args, "a2a_command", None) or "send"
if command == "send":
cmd_send(args)
return
if command == "status":
cmd_status(args)
return
if command == "serve":
cmd_serve(args)
return
raise SystemExit(f"Unknown a2a command: {command}")

View File

@@ -173,6 +173,13 @@ from hermes_constants import OPENROUTER_BASE_URL
logger = logging.getLogger(__name__)
def cmd_a2a(args):
"""Dispatch A2A CLI subcommands lazily to avoid heavy imports at startup."""
from hermes_cli.a2a_cmd import cmd_a2a as _cmd_a2a
return _cmd_a2a(args)
def _relative_time(ts) -> str:
"""Format a timestamp as relative time (e.g., '2h ago', 'yesterday')."""
if not ts:
@@ -4781,6 +4788,45 @@ For more help on a command:
gateway_parser.set_defaults(func=cmd_gateway)
# =========================================================================
# a2a command
# =========================================================================
a2a_parser = subparsers.add_parser(
"a2a",
help="A2A task delegation over mutual TLS",
description="Send, inspect, and serve structured A2A tasks between Hermes agents",
)
a2a_subparsers = a2a_parser.add_subparsers(dest="a2a_command")
a2a_send = a2a_subparsers.add_parser("send", help="Send an A2A task to another agent")
a2a_send.add_argument("--agent", required=True, help="Agent alias or URL (for example: allegro)")
a2a_send.add_argument("--task", required=True, help="Task text to delegate")
a2a_send.add_argument("--url", help="Explicit base URL for the remote agent")
a2a_send.add_argument("--requester", default=None, help="Requester label included in task metadata")
a2a_send.add_argument("--wait", action="store_true", help="Poll until the task reaches a terminal state")
a2a_send.add_argument("--timeout", type=float, default=30.0, help="Wait timeout in seconds (default: 30)")
a2a_send.add_argument("--poll-interval", type=float, default=0.5, help="Polling interval in seconds while waiting (default: 0.5)")
a2a_send.add_argument("--cert", default=None, help="Client certificate path (defaults from HERMES_A2A_CERT)")
a2a_send.add_argument("--key", default=None, help="Client private key path (defaults from HERMES_A2A_KEY)")
a2a_send.add_argument("--ca", default=None, help="Fleet CA certificate path (defaults from HERMES_A2A_CA)")
a2a_status = a2a_subparsers.add_parser("status", help="Fetch the current status of an A2A task")
a2a_status.add_argument("--agent", required=True, help="Agent alias or URL (for example: allegro)")
a2a_status.add_argument("--task-id", required=True, help="Task identifier returned by a2a send")
a2a_status.add_argument("--url", help="Explicit base URL for the remote agent")
a2a_status.add_argument("--cert", default=None, help="Client certificate path (defaults from HERMES_A2A_CERT)")
a2a_status.add_argument("--key", default=None, help="Client private key path (defaults from HERMES_A2A_KEY)")
a2a_status.add_argument("--ca", default=None, help="Fleet CA certificate path (defaults from HERMES_A2A_CA)")
a2a_serve = a2a_subparsers.add_parser("serve", help="Run the local A2A task server")
a2a_serve.add_argument("--host", default=os.environ.get("HERMES_A2A_HOST", "127.0.0.1"), help="Bind host (default: HERMES_A2A_HOST or 127.0.0.1)")
a2a_serve.add_argument("--port", type=int, default=int(os.environ.get("HERMES_A2A_PORT", "9443")), help="Bind port (default: HERMES_A2A_PORT or 9443)")
a2a_serve.add_argument("--cert", default=None, help="Server certificate path (defaults from HERMES_A2A_CERT)")
a2a_serve.add_argument("--key", default=None, help="Server private key path (defaults from HERMES_A2A_KEY)")
a2a_serve.add_argument("--ca", default=None, help="Fleet CA certificate path (defaults from HERMES_A2A_CA)")
a2a_parser.set_defaults(func=cmd_a2a)
# =========================================================================
# setup command
# =========================================================================

View File

@@ -178,25 +178,6 @@ def _load_config() -> dict:
}
def _derive_local_profile_name(agent_identity: str = "", hermes_home: str = "") -> str:
"""Return a stable profile name for local embedded Hindsight storage.
Prefer the active Hermes profile identity when available, otherwise fall back
to the basename of the active HERMES_HOME path. This prevents all local
Hindsight eval homes from sharing the legacy default profile name "hermes".
"""
from pathlib import Path
import re
raw = (agent_identity or "").strip()
if not raw and hermes_home:
raw = Path(hermes_home).name.strip()
if not raw:
raw = "hermes"
safe = re.sub(r"[^A-Za-z0-9_.-]+", "-", raw).strip(".-_")
return safe or "hermes"
# ---------------------------------------------------------------------------
# MemoryProvider implementation
# ---------------------------------------------------------------------------
@@ -487,8 +468,6 @@ class HindsightMemoryProvider(MemoryProvider):
def initialize(self, session_id: str, **kwargs) -> None:
self._session_id = session_id
hermes_home = str(kwargs.get("hermes_home") or "")
agent_identity = str(kwargs.get("agent_identity") or "")
# Check client version and auto-upgrade if needed
try:
@@ -521,11 +500,6 @@ class HindsightMemoryProvider(MemoryProvider):
# "local" is a legacy alias for "local_embedded"
if self._mode == "local":
self._mode = "local_embedded"
if self._mode == "local_embedded" and not self._config.get("profile"):
self._config["profile"] = _derive_local_profile_name(
agent_identity=agent_identity,
hermes_home=hermes_home,
)
self._api_key = self._config.get("apiKey") or self._config.get("api_key") or os.environ.get("HINDSIGHT_API_KEY", "")
default_url = _DEFAULT_LOCAL_URL if self._mode in ("local_embedded", "local_external") else _DEFAULT_API_URL
self._api_url = self._config.get("api_url") or os.environ.get("HINDSIGHT_API_URL", default_url)

View File

@@ -604,8 +604,6 @@ class AIAgent:
checkpoint_max_snapshots: int = 50,
pass_session_id: bool = False,
persist_session: bool = True,
context_snapshots_enabled: bool | None = None,
context_snapshots_dir: str | None = None,
):
"""
Initialize the AI Agent.
@@ -1131,43 +1129,6 @@ class AIAgent:
except Exception:
_agent_cfg = {}
def _is_enabled(value):
if isinstance(value, bool):
return value
return str(value).strip().lower() in {"1", "true", "yes", "on"}
_debug_cfg = _agent_cfg.get("debug", {}) if isinstance(_agent_cfg, dict) else {}
if not isinstance(_debug_cfg, dict):
_debug_cfg = {}
_snapshot_cfg = _debug_cfg.get("context_snapshots", {})
if not isinstance(_snapshot_cfg, dict):
_snapshot_cfg = {}
_snapshots_env = os.getenv("HERMES_CONTEXT_SNAPSHOTS")
_snapshots_dir_env = os.getenv("HERMES_CONTEXT_SNAPSHOTS_DIR")
if context_snapshots_enabled is None:
if _snapshots_env is not None:
self._context_snapshots_enabled = _is_enabled(_snapshots_env)
else:
self._context_snapshots_enabled = _is_enabled(_snapshot_cfg.get("enabled", False))
else:
self._context_snapshots_enabled = bool(context_snapshots_enabled)
self._context_snapshots_dir = (
context_snapshots_dir
or _snapshots_dir_env
or _snapshot_cfg.get("dir")
or None
)
try:
from agent.context_snapshots import ContextSnapshotRecorder
self._context_snapshot_recorder = ContextSnapshotRecorder(
session_id=self.session_id,
enabled=self._context_snapshots_enabled,
base_dir=self._context_snapshots_dir,
)
except Exception as _snapshot_err:
logger.debug("Context snapshot recorder init failed: %s", _snapshot_err)
self._context_snapshot_recorder = None
# Persistent memory (MEMORY.md + USER.md) -- loaded from disk
self._memory_store = None
self._memory_enabled = False
@@ -8183,17 +8144,12 @@ class AIAgent:
# Use original_user_message (clean input) — user_message may contain
# injected skill content that bloats / breaks provider queries.
_ext_prefetch_cache = ""
_memory_provider_prompt_cache = ""
if self._memory_manager:
try:
_query = original_user_message if isinstance(original_user_message, str) else ""
_ext_prefetch_cache = self._memory_manager.prefetch_all(_query) or ""
except Exception:
pass
try:
_memory_provider_prompt_cache = self._memory_manager.build_system_prompt() or ""
except Exception:
pass
while (api_call_count < self.max_iterations and self.iteration_budget.remaining > 0) or self._budget_grace_call:
# Reset per-turn checkpoint dedup so each iteration can take one snapshot
@@ -8261,8 +8217,6 @@ class AIAgent:
# However, providers like Moonshot AI require a separate 'reasoning_content' field
# on assistant messages with tool_calls. We handle both cases here.
api_messages = []
_current_api_user_message = ""
_current_memory_context_block = ""
for idx, msg in enumerate(messages):
api_msg = msg.copy()
@@ -8277,15 +8231,12 @@ class AIAgent:
_fenced = build_memory_context_block(_ext_prefetch_cache)
if _fenced:
_injections.append(_fenced)
_current_memory_context_block = _fenced
if _plugin_user_context:
_injections.append(_plugin_user_context)
if _injections:
_base = api_msg.get("content", "")
if isinstance(_base, str):
api_msg["content"] = _base + "\n\n" + "\n\n".join(_injections)
if isinstance(api_msg.get("content"), str):
_current_api_user_message = api_msg["content"]
# For ALL assistant messages, pass reasoning back to the API
# This ensures multi-turn reasoning context is preserved
@@ -8320,13 +8271,7 @@ class AIAgent:
from agent.privacy_filter import PrivacyFilter
pf = PrivacyFilter()
# Sanitize messages before they reach the provider
_pf_result = pf.sanitize_messages(api_messages)
if isinstance(_pf_result, tuple):
api_messages, _pf_report = _pf_result
if getattr(pf, "last_report", None) is None:
pf.last_report = _pf_report
else:
api_messages = _pf_result
api_messages = pf.sanitize_messages(api_messages)
if pf.last_report and pf.last_report.had_redactions:
logger.info(f"Privacy Filter: Redacted sensitive data from turn payload. Details: {pf.last_report.summary()}")
except Exception as e:
@@ -8397,27 +8342,6 @@ class AIAgent:
new_tcs.append(tc)
am["tool_calls"] = new_tcs
if self._context_snapshot_recorder:
try:
self._context_snapshot_recorder.record_call(
api_call_count,
system_prompt=effective_system,
memory_provider_system_prompt=_memory_provider_prompt_cache,
memory_prefetch_raw=_ext_prefetch_cache,
memory_context_block=_current_memory_context_block,
api_user_message=_current_api_user_message,
api_messages=api_messages,
metadata={
"model": self.model,
"provider": self.provider,
"platform": self.platform or "",
"api_mode": self.api_mode,
"memory_providers": [p.name for p in getattr(self._memory_manager, "providers", [])],
},
)
except Exception as _snapshot_err:
logger.debug("Context snapshot capture failed: %s", _snapshot_err)
# Calculate approximate request size for logging
total_chars = sum(len(str(msg)) for msg in api_messages)
approx_tokens = estimate_messages_tokens_rough(api_messages)

View File

@@ -572,3 +572,94 @@ class TestA2AMTLSServerAndClient:
assert not errors, f"Concurrent connection errors: {errors}"
assert len(results) == 3
@_requires_crypto
class TestA2ATaskServerAndClient:
"""Structured A2A task send/get flow over mTLS."""
@pytest.fixture(autouse=True)
def _pki(self, tmp_path):
ca_dir = tmp_path / "ca"
ca_dir.mkdir()
self.ca_crt, self.ca_key = _make_ca_keypair(ca_dir)
agent_dir = tmp_path / "agents"
agent_dir.mkdir()
self.srv_crt, self.srv_key = _make_agent_keypair(
agent_dir, "timmy", self.ca_crt, self.ca_key
)
self.cli_crt, self.cli_key = _make_agent_keypair(
agent_dir, "allegro", self.ca_crt, self.ca_key
)
@pytest.fixture()
def task_server(self):
from agent.a2a_mtls import A2ATaskServer
gate = threading.Event()
def analyze_executor(task: dict[str, object]) -> dict[str, object]:
gate.wait(timeout=2)
text = str(task.get("task", ""))
return {
"text": f"analysis:{text}",
"metadata": {"tool": "local-hermes-stub"},
}
port = _find_free_port()
server = A2ATaskServer(
cert=self.srv_crt,
key=self.srv_key,
ca=self.ca_crt,
host="127.0.0.1",
port=port,
executor=analyze_executor,
)
with server:
time.sleep(0.1)
yield server, port, gate
def test_task_send_get_and_completion_flow(self, task_server):
from agent.a2a_mtls import A2ATaskClient
server, port, gate = task_server
client = A2ATaskClient(cert=self.cli_crt, key=self.cli_key, ca=self.ca_crt)
base_url = f"https://127.0.0.1:{port}"
card = client.discover_card(base_url)
assert card["name"]
submitted = client.send_task(base_url, task="Analyze README.md", requester="timmy")
assert submitted["status"]["state"] in {"submitted", "working"}
in_flight = client.get_task(base_url, submitted["taskId"])
assert in_flight["status"]["state"] in {"submitted", "working"}
gate.set()
completed = client.wait_for_task(base_url, submitted["taskId"], timeout=5.0, poll_interval=0.05)
assert completed["status"]["state"] == "completed"
assert completed["artifacts"][0]["text"] == "analysis:Analyze README.md"
def test_failed_executor_marks_task_failed(self):
from agent.a2a_mtls import A2ATaskClient, A2ATaskServer
def failing_executor(task: dict[str, object]) -> dict[str, object]:
raise RuntimeError("boom")
port = _find_free_port()
server = A2ATaskServer(
cert=self.srv_crt,
key=self.srv_key,
ca=self.ca_crt,
host="127.0.0.1",
port=port,
executor=failing_executor,
)
with server:
time.sleep(0.1)
client = A2ATaskClient(cert=self.cli_crt, key=self.cli_key, ca=self.ca_crt)
base_url = f"https://127.0.0.1:{port}"
submitted = client.send_task(base_url, task="explode", requester="timmy")
failed = client.wait_for_task(base_url, submitted["taskId"], timeout=5.0, poll_interval=0.05)
assert failed["status"]["state"] == "failed"
assert "boom" in failed["status"]["message"]

View File

@@ -1,43 +0,0 @@
from pathlib import Path
from agent.context_snapshots import ContextSnapshotRecorder
def test_disabled_recorder_writes_nothing(tmp_path):
recorder = ContextSnapshotRecorder(session_id="session-1", enabled=False, base_dir=tmp_path)
out = recorder.record_call(
1,
system_prompt="system",
api_messages=[{"role": "user", "content": "hello"}],
)
assert out is None
assert not (tmp_path / "session-1").exists()
def test_enabled_recorder_writes_expected_artifacts(tmp_path):
recorder = ContextSnapshotRecorder(session_id="session-1", enabled=True, base_dir=tmp_path)
out = recorder.record_call(
1,
system_prompt="system prompt",
memory_provider_system_prompt="# Hindsight Memory\nActive.",
memory_prefetch_raw="- remembered fact",
memory_context_block="<memory-context>\nremembered\n</memory-context>",
api_user_message="What do I prefer?\n\n<memory-context>\nremembered\n</memory-context>",
api_messages=[
{"role": "system", "content": "system prompt"},
{"role": "user", "content": "What do I prefer?"},
],
metadata={"provider": "openai", "memory_providers": ["builtin", "hindsight"]},
)
assert out == tmp_path / "session-1" / "call_001"
assert (out / "system_prompt.txt").read_text(encoding="utf-8") == "system prompt"
assert (out / "memory_provider_system_prompt.txt").read_text(encoding="utf-8").startswith("# Hindsight Memory")
assert (out / "memory_prefetch_raw.txt").read_text(encoding="utf-8") == "- remembered fact"
assert "<memory-context>" in (out / "memory_context_block.txt").read_text(encoding="utf-8")
assert "What do I prefer?" in (out / "api_user_message.txt").read_text(encoding="utf-8")
assert (out / "api_messages.json").read_text(encoding="utf-8").startswith("[")
assert '"hindsight"' in (out / "metadata.json").read_text(encoding="utf-8")

View File

@@ -0,0 +1,95 @@
from __future__ import annotations
import argparse
import json
from pathlib import Path
from unittest.mock import patch
import pytest
def test_cmd_send_uses_registry_and_waits_for_terminal_task(tmp_path, monkeypatch, capsys):
hermes_home = tmp_path / ".hermes"
hermes_home.mkdir()
(hermes_home / "a2a_agents.json").write_text(
json.dumps({"allegro": {"url": "https://127.0.0.1:9443"}}),
encoding="utf-8",
)
monkeypatch.setenv("HERMES_HOME", str(hermes_home))
from hermes_cli.a2a_cmd import cmd_a2a
class FakeClient:
def __init__(self, **kwargs):
self.kwargs = kwargs
def discover_card(self, base_url: str):
assert base_url == "https://127.0.0.1:9443"
return {"name": "allegro", "url": base_url}
def send_task(self, base_url: str, *, task: str, requester: str | None = None, metadata=None):
assert task == "analyze README"
return {"taskId": "task-123", "status": {"state": "submitted"}}
def wait_for_task(self, base_url: str, task_id: str, *, timeout: float, poll_interval: float):
assert task_id == "task-123"
return {
"taskId": task_id,
"status": {"state": "completed"},
"artifacts": [{"text": "README looks healthy"}],
}
args = argparse.Namespace(
a2a_command="send",
agent="allegro",
task="analyze README",
url=None,
wait=True,
timeout=5.0,
poll_interval=0.01,
requester="timmy",
cert="cert.pem",
key="key.pem",
ca="ca.pem",
)
with patch("hermes_cli.a2a_cmd.A2ATaskClient", FakeClient):
cmd_a2a(args)
result = json.loads(capsys.readouterr().out)
assert result["agent"] == "allegro"
assert result["card"]["name"] == "allegro"
assert result["task"]["status"]["state"] == "completed"
assert result["task"]["artifacts"][0]["text"] == "README looks healthy"
def test_resolve_agent_url_supports_env_override(monkeypatch):
monkeypatch.setenv("HERMES_A2A_ALLEGRO_URL", "https://fleet-allegro:9443")
from hermes_cli.a2a_cmd import resolve_agent_url
assert resolve_agent_url("allegro") == "https://fleet-allegro:9443"
def test_cmd_send_requires_known_agent(tmp_path, monkeypatch):
hermes_home = tmp_path / ".hermes"
hermes_home.mkdir()
monkeypatch.setenv("HERMES_HOME", str(hermes_home))
from hermes_cli.a2a_cmd import cmd_a2a
args = argparse.Namespace(
a2a_command="send",
agent="unknown",
task="do work",
url=None,
wait=False,
timeout=5.0,
poll_interval=0.05,
requester=None,
cert="cert.pem",
key="key.pem",
ca="ca.pem",
)
with pytest.raises(SystemExit):
cmd_a2a(args)

View File

@@ -596,26 +596,3 @@ class TestAvailability:
monkeypatch.setenv("HINDSIGHT_MODE", "local")
p = HindsightMemoryProvider()
assert p.is_available()
def test_local_embedded_profile_defaults_to_agent_identity(self, tmp_path, monkeypatch):
config_path = tmp_path / "hindsight" / "config.json"
config_path.parent.mkdir(parents=True, exist_ok=True)
config_path.write_text(json.dumps({
"mode": "local_embedded",
"llm_provider": "ollama",
"llm_model": "gemma3:12b",
}))
monkeypatch.setattr(
"plugins.memory.hindsight.get_hermes_home",
lambda: tmp_path,
)
p = HindsightMemoryProvider()
p.initialize(
session_id="test-session",
hermes_home=str(tmp_path / "profiles" / "atlas-hindsight"),
platform="cli",
agent_identity="atlas-hindsight",
)
assert p._config["profile"] == "atlas-hindsight"

View File

@@ -1,94 +0,0 @@
from pathlib import Path
from types import SimpleNamespace
from unittest.mock import MagicMock, patch
import importlib
import sys
import types
def _make_tool_defs(*names: str) -> list:
return [
{
"type": "function",
"function": {
"name": n,
"description": f"{n} tool",
"parameters": {"type": "object", "properties": {}},
},
}
for n in names
]
def _mock_response(content="Done", finish_reason="stop"):
msg = SimpleNamespace(content=content, tool_calls=None)
choice = SimpleNamespace(message=msg, finish_reason=finish_reason)
return SimpleNamespace(choices=[choice], usage=SimpleNamespace(prompt_tokens=1, completion_tokens=1, total_tokens=2))
def _load_ai_agent():
sys.modules.setdefault("agent.auxiliary_client", types.SimpleNamespace(call_llm=lambda *a, **k: ""))
run_agent = importlib.import_module("run_agent")
return run_agent.AIAgent
def test_run_conversation_writes_context_snapshot_artifacts(tmp_path):
AIAgent = _load_ai_agent()
class _FakePrivacyFilter:
def __init__(self):
self.last_report = None
def sanitize_messages(self, messages):
return list(messages)
with (
patch("run_agent.get_tool_definitions", return_value=_make_tool_defs("web_search")),
patch("run_agent.check_toolset_requirements", return_value={}),
patch("run_agent.OpenAI"),
patch("hermes_cli.plugins.invoke_hook", return_value=[]),
patch.dict(sys.modules, {"agent.privacy_filter": types.SimpleNamespace(PrivacyFilter=_FakePrivacyFilter)}),
):
agent = AIAgent(
api_key="test-key-1234567890",
base_url="https://example.com/v1",
quiet_mode=True,
skip_context_files=True,
skip_memory=True,
context_snapshots_enabled=True,
context_snapshots_dir=str(tmp_path),
)
agent.client = MagicMock()
agent.client.chat.completions.create.return_value = _mock_response(content="Done")
agent._build_system_prompt = MagicMock(return_value="Core system prompt")
agent._memory_manager = MagicMock()
agent._memory_manager.prefetch_all.return_value = "- remembered preference"
agent._memory_manager.build_system_prompt.return_value = "# Hindsight Memory\nActive."
agent._memory_manager.providers = [
SimpleNamespace(name="builtin"),
SimpleNamespace(name="hindsight"),
]
result = agent.run_conversation("What do I prefer?")
assert result["final_response"] == "Done"
call_dir = tmp_path / agent.session_id / "call_001"
assert call_dir.exists()
assert (call_dir / "system_prompt.txt").read_text(encoding="utf-8") == "Core system prompt"
assert (call_dir / "memory_provider_system_prompt.txt").read_text(encoding="utf-8").startswith("# Hindsight Memory")
assert (call_dir / "memory_prefetch_raw.txt").read_text(encoding="utf-8") == "- remembered preference"
assert "<memory-context>" in (call_dir / "memory_context_block.txt").read_text(encoding="utf-8")
api_user_message = (call_dir / "api_user_message.txt").read_text(encoding="utf-8")
assert "What do I prefer?" in api_user_message
assert "remembered preference" in api_user_message
api_messages = (call_dir / "api_messages.json").read_text(encoding="utf-8")
assert '"role": "system"' in api_messages
assert '"role": "user"' in api_messages
metadata = (call_dir / "metadata.json").read_text(encoding="utf-8")
assert '"hindsight"' in metadata

View File

@@ -1,22 +0,0 @@
from pathlib import Path
ROOT = Path(__file__).resolve().parents[1]
DOC = ROOT / "docs" / "hindsight-local-eval.md"
def test_hindsight_local_eval_doc_exists_and_covers_switching():
assert DOC.exists(), "missing Hindsight local eval doc"
text = DOC.read_text(encoding="utf-8")
for snippet in (
"atlas-baseline",
"atlas-mempalace",
"atlas-hindsight",
"HERMES_HOME",
"HERMES_CONTEXT_SNAPSHOTS",
"memory_prefetch_raw.txt",
"api_user_message.txt",
"local_embedded",
"hindsight/config.json",
):
assert snippet in text