Session Lifecycle
Audience: Gateway developers and maintainers Source files:
gateway/session.py(~1200 lines +session_*.pysiblings),gateway/run.py(~5500 lines facade +run_*.pyphases),gateway/config.pyLast updated: 2026-06-16
Overview
A session represents a continuous conversation between the agent and one or more users on a messaging platform. The session lifecycle governs when conversations persist, when they reset, how they survive gateway restarts, and how messages queue during concurrent operations.
The session system lives primarily in two modules:
gateway/session.py— Data model (SessionSource,SessionEntry,SessionContext), key generation (build_session_key), and the main store (SessionStore).gateway/run.py— Gateway runner (GatewayRunner) facade that wires sessions into the message processing pipeline; the phases live inrun_*.pysiblings: session housekeeping (run_watchers.py), agent caching (run_agent_cache.py), restart recovery (session_recovery.py), and message queuing (run_busy.py).
1. SessionSource — Message Origin Descriptor
SessionSource is a frozen record of where a message came from. It is attached to every
incoming MessageEvent and used for routing, isolation, and context injection.
Fields
| Field | Type | Default | Description |
|---|---|---|---|
platform | Platform | (required) | Enum identifying the messaging platform (telegram, discord, slack, signal, whatsapp, matrix, local, etc.). |
chat_id | str | (required) | Platform-level chat/group/channel identifier. Routed through the adapter's chat_id_key transform. |
chat_name | Optional[str] | None | Human-readable name of the chat or group. |
chat_type | str | "dm" | One of "dm", "group", "channel", "thread". Controls session key generation and isolation. |
user_id | Optional[str] | None | Platform-specific user identifier. Used for authorization and per-user session isolation. |
user_name | Optional[str] | None | Display name of the message author. Injected into system prompt. |
thread_id | Optional[str] | None | Forum topic / Discord thread / Slack thread identifier. Differentiates threaded conversations. |
chat_topic | Optional[str] | None | Channel topic or description (Discord channel topic, Slack channel purpose). |
user_id_alt | Optional[str] | None | Platform-specific stable alternative ID (Signal UUID, Feishu union_id). Used when user_id is ephemeral. |
chat_id_alt | Optional[str] | None | Signal group internal ID — maps a Signal group V2 identifier to its canonical form. |
is_bot | bool | False | True when the message author is a bot or webhook (Discord bots). |
guild_id | Optional[str] | None | Discord guild / Slack workspace / Matrix server scope identifier. |
parent_chat_id | Optional[str] | None | Parent channel when chat_id refers to a thread. |
message_id | Optional[str] | None | ID of the triggering message. Used for pin/reply/react operations and Discord ID injection. |
role_authorized | bool | False | True when adapter granted access via a platform role (not individual user ID). |
Key Methods
description(property:str) — Human-readable summary e.g."DM with Alice","group: My Group, thread: 12345".to_dict()/from_dict()— Serialization round-trip for persistence insessions.json.
2. SessionEntry — Active Session Record
SessionEntry is the per-session metadata record stored in memory and persisted to
{sessions_dir}/sessions.json. Each entry maps a session_key to its current session_id.
Fields
| Field | Type | Default | Description |
|---|---|---|---|
session_key | str | (required) | Deterministic key identifying the conversation lane (see §4). |
session_id | str | (required) | Unique identifier for this specific conversation incarnation. Format: YYYYMMDD_HHMMSS_<8hex>. |
created_at | datetime | (required) | When this session incarnation was created. |
updated_at | datetime | (required) | Last activity timestamp used for resource housekeeping. |
origin | Optional[SessionSource] | None | The source that created this session, used for delivery routing. |
display_name | Optional[str] | None | Chat display name (sourced from SessionSource.chat_name). |
platform | Optional[Platform] | None | Platform enum persisted for routing across restarts. |
chat_type | str | "dm" | Chat type, also persisted for policy lookup. |
input_tokens | int | 0 | Cumulative LLM input (prompt) tokens consumed. |
output_tokens | int | 0 | Cumulative LLM output (completion) tokens consumed. |
cache_read_tokens | int | 0 | Cumulative prompt cache read tokens. |
cache_write_tokens | int | 0 | Cumulative prompt cache write tokens. |
total_tokens | int | 0 | Total token count across all turns. |
estimated_cost_usd | float | 0.0 | Estimated cumulative USD cost. |
cost_status | str | "unknown" | Cost tracking status label. |
last_prompt_tokens | int | 0 | Last API-reported prompt token count. Used for accurate compression pre-check. |
Boolean Flags (State Machine)
SessionEntry has several boolean flags that form a simple state machine governing session behavior on the next access.
| Flag | Type | Default | Description |
|---|---|---|---|
was_auto_reset | bool | False | Set when explicit suspension causes a replacement session. Also retained for historical records. |
auto_reset_reason | Optional[str] | None | "suspended" for explicit suspension; older rows may retain historical reset reasons. |
reset_had_activity | bool | False | Whether the replaced session had prior activity. |
is_fresh_reset | bool | False | Set by explicit /new or /reset. Triggers topic/channel skill re-injection on first message. Distinguished from was_auto_reset to avoid misleading "session expired" notices. |
expiry_finalized | bool | False | Historical finalization fence retained for recovery; no timer writes it. |
suspended | bool | False | Hard force-wipe signal. Set by /stop or stuck-loop escalation (3+ consecutive restart failures). On next get_or_create_session(), forces a new session_id regardless of resume_pending. |
resume_pending | bool | False | Soft recovery marker. Set by suspend_recently_active() (crash recovery) or drain timeout. On next access, preserves the existing session_id — the user continues on the same transcript. Cleared after the next successful turn completes. |
resume_reason | Optional[str] | None | Why resume was marked: "restart_timeout", "shutdown_timeout", "restart_interrupted". |
last_resume_marked_at | Optional[datetime] | None | Timestamp of the last resume-pending marking. |
State Transition Logic (get_or_create_session)
┌──────────┐
│ Incoming │
│ Message │
└────┬─────┘
│
▼
┌──────────────────────┐
│ session_key exists │──── No ──► Create fresh SessionEntry
│ AND !force_new │
└──────────┬───────────┘
│ Yes
▼
┌──────────────────────┐
│ entry.suspended? │──── Yes ──► Auto-reset: new session_id
└──────────┬───────────┘ (reason="suspended")
│ No
▼
┌──────────────────────┐
│ entry.resume_pending?│──── Yes ──► Return existing entry
└──────────┬───────────┘ (preserve session_id)
│ No Clear flag on next successful turn
▼
┌──────────────────────┐
│ Policy says reset? │──── Yes ──► Auto-reset: new session_id
└──────────┬───────────┘ (reason="idle"/"daily")
│ No
▼
┌──────────────────────┐
│ Return existing │
│ entry, bump │
│ updated_at │
└──────────────────────┘
Priority order in get_or_create_session():
suspended=True→ always force-reset (hard wipe)resume_pending=True→ preserve session_id (soft recovery)- No trigger → return existing entry (bump
updated_at)
3. SessionStore — Storage and Operations
SessionStore is the main storage layer. It maintains an in-memory dict (_entries) persisted
to sessions.json, with SQLite (SessionDB) as the canonical store for session metadata and
message transcripts.
Constructor
SessionStore(sessions_dir: Path, config: GatewayConfig, has_active_processes_fn=None)
sessions_dir— Directory wheresessions.jsonlives.config—GatewayConfiginstance for routing and housekeeping settings.has_active_processes_fn— Optional callback keyed bysession_keyto check for running background processes. Sessions with active processes are protected from routing-entry pruning.
Operations (Methods)
| Method | Description |
|---|---|
get_or_create_session(source, force_new=False) | Core entry point. Returns existing or creates new SessionEntry. Evaluates explicit suspension and restart recovery state. Creates/ends SQLite records. |
update_session(session_key, last_prompt_tokens=None) | Lightweight metadata update after an interaction. Bumps updated_at, optionally records last_prompt_tokens. |
reset_session(session_key, display_name=None) | Explicit reset (from /new or /reset). Creates new session_id, sets is_fresh_reset=True. Ends old SQLite session, creates new one. |
switch_session(session_key, target_session_id) | Switch to a different existing session ID (from /resume). Ends current SQLite session, reopens target. |
suspend_session(session_key) | Mark session as suspended=True (from /stop). Forces auto-reset on next access. |
mark_resume_pending(session_key, reason) | Mark session as resume_pending=True (from drain timeout). Preserves session_id on next access. Will NOT override suspended=True. |
clear_resume_pending(session_key) | Clear resume_pending after a successful resumed turn. Called from gateway after run_conversation() returns. |
suspend_recently_active(max_age_seconds=120) | Crash recovery: mark recently-active sessions as resume_pending=True. Skips already-pending and already-suspended entries. Called on startup after unclean shutdown. |
prune_old_entries(max_age_days) | Drop entries older than max_age_days (based on updated_at). Skips suspended entries and sessions with active processes. |
list_sessions(active_minutes=None) | Return all sessions, optionally filtered by recent activity. Sorted by updated_at descending. |
lookup_by_session_id(session_id) | Find the active SessionEntry for a persisted session ID. |
has_any_sessions() | Check if any sessions have ever been created (uses SQLite for history, not just in-memory dict). |
append_to_transcript(session_id, message, skip_db=False) | Append a message to SQLite transcript. skip_db=True prevents duplicate writes when the agent already persisted. |
rewrite_transcript(session_id, messages) | Full replacement of session transcript (used by /retry, /undo, /compress). |
load_transcript(session_id) | Load all messages from a session's SQLite transcript. |
rewind_session(session_id, n=1) | Back up n user turns via soft-delete (keeps audit trail); thin wrapper over SessionDB.rewind_user_turn (hermes_state_rewind.py), the one rewind shared with CLI /undo//retry and the TUI. Returns {rewound_count, turns_undone, target_text}. |
Internal Helpers
_ensure_loaded()/_ensure_loaded_locked()— Loadsessions.jsoninto_entriesdict._save()— Atomic write tosessions.jsonvia temp file +atomic_replace._generate_session_key(source)— Delegates tobuild_session_key()with config params.
Storage Layout
{sessions_dir}/
sessions.json # In-memory _entries dict, persisted as JSON
Maps session_key → SessionEntry (metadata only)
{session_id}.jsonl # (Legacy, removed in spec 002)
The canonical transcript store is SQLite via SessionDB (from hermes_state). The
sessions.json file persists the session_key → session_id mapping and entry metadata
(flags, timestamps, token counts). If SQLite is unavailable, the store falls back to
JSONL, but this is a degradation path.
4. SessionKey Generation Rules
Session keys are deterministic strings that identify a conversation lane. They are generated
by build_session_key(source, group_sessions_per_user, thread_sessions_per_user).
Key Format
agent:main:{platform}:{chat_type}[:{chat_id}][:{thread_id}][:{participant_id}]
DM Rules
| Scenario | Key |
|---|---|
| DM with chat_id | agent:main:telegram:dm:12345 |
| DM with chat_id + thread | agent:main:telegram:dm:12345:thread_678 |
| DM without chat_id, with participant_id | agent:main:signal:dm:user_abc |
| DM without chat_id or participant_id | agent:main:telegram:dm |
| WhatsApp DM (canonicalized) | agent:main:whatsapp:dm:{canonical_number} |
- DMs always include
chat_idwhen present, isolating each private conversation. thread_idfurther differentiates threaded DMs within the same DM chat.- Without
chat_id, falls back touser_id_altoruser_idas participant_id. - Without any identifier, all DMs on that platform collapse to one shared session.
Group/Channel Rules
| Scenario | Key |
|---|---|
| Group chat | agent:main:telegram:group:-10012345 |
| Group chat, per-user isolation | agent:main:telegram:group:-10012345:user_abc |
| Thread in group, shared | agent:main:discord:group:12345:thread_678 |
| Thread in group, per-user | agent:main:discord:group:12345:thread_678:user_abc |
| Channel | agent:main:slack:channel:C12345 |
| WhatsApp group (canonicalized) | agent:main:whatsapp:group:{canonical_id}:{participant} |
chat_ididentifies the parent group/channel.thread_iddifferentiates threads within that parent.- Per-user isolation (append
participant_id) is controlled by:group_sessions_per_user(default:True) — group/channel sessions are isolated.thread_sessions_per_user(default:False) — threads are shared by default (Telegram forum topics, Discord threads, Slack threads all share one session per thread).
participant_id=user_id_altoruser_id(in that priority).- WhatsApp identifiers are canonicalized to handle JID/LID alias flips.
Special Case: WhatApp
WhatsApp phone numbers go through canonical_whatsapp_identifier() which strips the
@s.whatsapp.net suffix and normalizes to E.164 format. This prevents session fragmentation
when the bridge returns different alias forms of the same phone number.
5. Multi-User Isolation Strategy
Multi-user isolation determines whether multiple users in the same chat share a conversation or each get their own private session.
Decision Logic (is_shared_multi_user_session)
def is_shared_multi_user_session(source, *, group_sessions_per_user, thread_sessions_per_user):
if source.chat_type == "dm":
return False # DMs are always private
if source.thread_id:
return not thread_sessions_per_user # Threads: shared unless per-user
return not group_sessions_per_user # Groups: isolated unless shared
Summary
| Chat Type | Default | Config Control |
|---|---|---|
| DM | Private (never shared) | N/A |
| Group/Channel | Per-user isolation | group_sessions_per_user (default: True) |
| Thread (forum, discord) | Shared (all participants see same context) | thread_sessions_per_user (default: False) |
Impact on System Prompt
When shared_multi_user_session=True, the system prompt omits a fixed user name and instead
states: "Multi-user {thread|session} — messages are prefixed with [sender name]. Multiple
users may participate." Individual sender names are prefixed on each user message by the
gateway at runtime, preserving prompt caching (the system prompt doesn't change per-turn).
6. Explicit Conversation Boundaries
Inactivity and wall-clock time never rotate a conversation. /new and /reset
create an explicit boundary; context compression continues to manage long histories.
Legacy timer configuration is ignored. The existing SessionResetPolicy datatype
is inert compatibility data, not a runtime policy.
Explicit suspension still creates a boundary on the next inbound turn. Recovery respects explicit and historical finalized boundaries rather than reopening them. Resource-only eviction and WebSocket orphan reaping leave conversations resumable.
7. Restart Recovery Flow
The restart recovery system ensures that in-flight sessions are preserved across gateway restarts, crashes, and drain timeouts. It is the solution to issue #7536.
Startup Recovery Sequence
Gateway starts
│
▼
┌───────────────────────────────┐
│ Check for .clean_shutdown │── Exists? ──► Skip suspension (clean exit)
│ marker │
└───────────────────────────────┘
│ Missing
▼
┌───────────────────────────────┐
│ session_store │── Marks sessions updated within
│ .suspend_recently_active() │ last 120 seconds as resume_pending
└───────────────────────────────┘
│
▼
┌───────────────────────────────┐
│ _suspend_stuck_loop_sessions()│── Suspends sessions that have been
│ │ active across 3+ restarts
└───────────────────────────────┘
│
▼
┌───────────────────────────────┐
│ Queue inbound messages while │
│ startup restore runs │
│ (_startup_restore_in_progress)│
└───────────────────────────────┘
│
▼
┌───────────────────────────────┐
│ For each adapter, find │
│ resume_pending sessions → │
│ synthesize MessageEvent and │
│ run _handle_message to let │
│ the agent auto-continue │
└───────────────────────────────┘
suspend_recently_active(max_age_seconds=120)
Called on gateway startup when no .clean_shutdown marker exists (indicating a crash or
unexpected exit). For each session updated within the last 120 seconds:
- Sets
resume_pending=True,resume_reason="restart_interrupted",last_resume_marked_at=now. - Skips entries already
resume_pending=True(no double-mark). - Skips entries explicitly
suspended=True(hard wipe should stay).
Stuck-Loop Detection (_suspend_stuck_loop_sessions)
Counts consecutive restarts via a JSON file ({HERMES_HOME}/restart_counts.json). If a
session has been active across 3+ consecutive restarts, it's auto-suspended so the user
gets a clean slate.
Drain-Timeout Marking
On graceful shutdown/restart, the drain system calls mark_resume_pending() for any
session that was mid-turn when the drain timeout fired. Reasons:
"restart_timeout"— killed during restart drain"shutdown_timeout"— killed during shutdown drain"restart_interrupted"— crash recovery (fromsuspend_recently_active)
All three reasons are in _AUTO_RESUME_REASONS and eligible for startup auto-resume.
Auto-Resume on Next Access
When get_or_create_session() encounters resume_pending=True:
- It returns the existing entry without creating a new
session_id. - The existing transcript is loaded intact.
- The marking is not cleared here — it survives until the next successful turn
completes (
clear_resume_pending()is called from the gateway afterrun_conversation()returns a real response). - If the resumed turn is interrupted again, the
resume_pendingflag remains set, and the next restart will retry. The stuck-loop counter handles terminal escalation (3 retries → suspended).
Clean Shutdown Marker (.clean_shutdown)
Written at the end of a graceful shutdown. On next startup:
- If present: skip
suspend_recently_active()entirely. Active agents were already drained, so no sessions are stuck. - Then delete the marker.
This prevents unwanted auto-resets after hermes update, hermes gateway restart,
or /restart.
8. Message Queuing Flow
The message queuing system handles two scenarios:
- Interrupt follow-ups — When a user sends multiple messages while the agent is processing, subsequent messages are queued as single-slot pending messages.
/queueFIFO — Explicit/queuecommands that must each produce their own full agent turn, in order, without merging.
Data Structures
adapter._pending_messages: Dict[session_key, MessageEvent]
└── Single "next-up" slot per session. Overwritten on repeat sends
(burst collapse). Shared with photo-burst follow-ups.
self._queued_events: Dict[session_key, List[MessageEvent]]
└── Overflow buffer. Each /queue invocation appends here when the
slot is occupied. Promoted one-at-a-time after each drain.
Enqueue (_enqueue_fifo)
_enqueue_fifo(session_key, event, adapter)
│
▼
┌───────────────────────────────────────┐
│ Is slot free? │
│ (session_key NOT in _pending_messages)│── Yes ──► Place event in slot
└───────────────────────────────────────┘
│ No
▼
Append to _queued_events[session_key] (overflow tail)
Dequeue / Promotion (_promote_queued_event)
Called at the drain site after the slot was consumed. If there's an overflow item:
- When
pending_event is None(slot was empty), return overflow head as the new event. - When
pending_eventexists, stage overflow head in the slot for the next recursion. - If no adapter available, push back to
_queued_events(don't silently drop).
Queue Depth
_queue_depth(session_key, adapter) returns len(overflow) + (1 if slot occupied else 0).
Clearing
Queued events for a session are cleared on /new and /reset (via _handle_reset_command).
FIFO Invariant
Each /queue invocation produces exactly one full agent turn, in FIFO order, with no
merging. The single-slot _pending_messages + overflow _queued_events design ensures
that repeated sends during an active turn don't cause out-of-order processing.
9. Session Context Injection
SessionContext is built from a SessionSource and GatewayConfig and injected into the
agent's system prompt. It tells the agent:
- Where the current message came from
- What platforms are connected
- Where it can deliver scheduled task outputs
- Whether this is a shared multi-user session
Construction (build_session_context)
def build_session_context(source, config, session_entry=None) -> SessionContext
- Collects connected platforms from config.
- Collects home channels for each platform.
- Determines
shared_multi_user_sessionviais_shared_multi_user_session(). - Attaches session metadata (key, id, timestamps) if
session_entryis provided.
PII Redaction (build_session_context_prompt)
The dynamic system prompt section (## Current Session Context) can optionally redact
personally identifiable information before sending to the LLM:
- User IDs →
user_<12hex>(SHA-256 prefix) - Chat IDs →
<platform>:<12hex>or just<12hex> - Platforms excluded from redaction: Discord (needs raw IDs for
@mentions), and any plugin-registered platform not markedpii_safe.
Redaction applies only to the system prompt text. Routing, session keys, and adapter operations always use the original values.
10. Background Housekeeping
The _session_housekeeping_watcher periodically sweeps idle cached agents, sheds
cache entries under memory pressure, and prunes old routing entries hourly.
It never ends a transcript because of inactivity or the time of day.
TTL, LRU and pressure eviction commit the live transcript to memory providers before
soft-releasing clients. Active turns remain protected; terminal, browser and background
process resources survive soft release. Routing-entry pruning preserves the canonical
SQLite transcript, and live processes protect their routing entries from pruning.
Historical expiry_finalized flags remain recovery fences but are no longer written
by a timer watcher.
11. Agent Cache
The gateway maintains an LRU cache of AIAgent instances keyed by session_key to
preserve prompt caching across turns.
Cache Properties
- Max size: 128 entries (
agent.agent_cache.max_size, default_AGENT_CACHE_MAX_SIZE). - Eviction policy: Least-recently-used (LRU via
OrderedDict). - Idle TTL: 3600s (1h) —
agent.agent_cache.idle_ttl_secs, enforced by_session_housekeeping_watcher. - Memory budget:
agent.agent_cache.memory_high_mb(defaultauto) — see below. - Lock:
_agent_cache_lock(threading) for thread safety.
Memory-Pressure Eviction
A cached agent pins _session_messages, the full live transcript including tool
outputs — tens of MB on a session with 100+ tool calls. The entry cap and the idle
TTL are both blind to that: a gateway serving many chats keeps every warm transcript
resident (agents that took a turn within the TTL are never idle-swept), so RSS climbs until
the cgroup throttles and SIGTERM can no longer flush inside systemd's stop timeout
(#80764).
_sweep_agent_cache_under_pressure() is the valve. Each watcher tick it compares the
process's anonymous RSS against memory_high_mb; over budget, it evicts LRU agents
through the same soft path the cap enforcer uses (_commit_then_release_soft), then
runs malloc_trim so the freed arenas actually return to the OS. Evicted sessions
rebuild their transcript from the persisted session on the next turn.
Three classes of session are never shed:
- agents currently mid-turn (their clients and sandboxes are in use);
- the
protect_recentmost-recently-used sessions (their prompt cache is worth the most); - any session whose live transcript has not finished reaching disk —
transcript_persistence_caught_up()compares_last_flushed_db_idxagainstlen(_session_messages), the same divergence the FTS write-corruption guard reacts to when it preserves live history over a lagging transcript.
memory_high_mb: auto derives the budget from the cgroup limit the gateway runs under
(memory.high, then memory.max, then cgroup v1), falling back to total RAM when
uncapped. Set a number to pin it, or 0/off to disable the pass entirely. Helpers
live in gateway/agent_cache_pressure.py.
Cache Lifecycle
Message arrives
│
▼
get_or_create_session() → session_key obtained
│
▼
Lookup _agent_cache[session_key]
│
├── Hit → move_to_end(), reuse AIAgent (preserves prompt cache)
│
└── Miss → create new AIAgent, store in cache
(if at capacity, popitem(last=False) evicts LRU entry)
│
▼
run_conversation() → agent processes message
│
▼
Housekeeping soft-releases idle agents without ending transcripts
Cleanup Flow
Resource eviction removes the cached agent and commits memory before soft-releasing
clients. Full _cleanup_agent_resources(agent) teardown is reserved for actual
conversation boundaries and shutdown.
Appendix: Key Configuration
| Config Key | Type | Default | Description |
|---|---|---|---|
group_sessions_per_user | bool | true | Isolate group/channel sessions per user |
thread_sessions_per_user | bool | false | Isolate thread sessions per user |
session_store_max_age_days | int | 0 | Prune sessions older than N days (0=disabled) |
agent.gateway_auto_continue_freshness | int | 3600 | Seconds for resume freshness window |
agent.gateway_timeout | int | 1800 | Agent turn timeout (30 min default) |
agent.agent_cache.max_size | int | 128 | LRU entry cap on cached AIAgents |
agent.agent_cache.idle_ttl_secs | int | 3600 | Evict agents idle this long |
agent.agent_cache.memory_high_mb | int/str | auto | Anon-RSS budget above which LRU transcripts are shed |
agent.agent_cache.max_evictions_per_pass | int | 16 | Cap on sessions shed per pressure pass |
agent.agent_cache.protect_recent | int | 8 | MRU sessions the pressure pass never touches |
State database and FTS recovery
The canonical transcript lives in the sessions and messages tables. FTS5
tables and their sync triggers are derived indexes that can be detached and
rebuilt without deleting canonical messages. See
State DB recovery for the bounded live failure
mode and the explicit repair procedure.
Conversation lifetime
No idle or daily reset settings are supported. Explicit /new and /reset,
compaction, suspension and crash recovery retain their separate lifecycle roles.