Files
openclaw/docs/concepts/session-tool.md
Peter Steinberger f91de52f0d refactor: move runtime state to SQLite
* refactor: remove stale file-backed shims

* fix: harden sqlite state ci boundaries

* refactor: store matrix idb snapshots in sqlite

* fix: satisfy rebased CI guardrails

* refactor: store current conversation bindings in sqlite table

* refactor: store tui last sessions in sqlite table

* refactor: reset sqlite schema history

* refactor: drop unshipped sqlite table migration

* refactor: remove plugin index file rollback

* refactor: drop unshipped sqlite sidecar migrations

* refactor: remove runtime commitments kv migration

* refactor: preserve kysely sync result types

* refactor: drop unshipped sqlite schema migration table

* test: keep session usage coverage sqlite-backed

* refactor: keep sqlite migration doctor-only

* refactor: isolate device legacy imports

* refactor: isolate push voicewake legacy imports

* refactor: isolate remaining runtime legacy imports

* refactor: tighten sqlite migration guardrails

* test: cover sqlite persisted enum parsing

* refactor: isolate legacy update and tui imports

* refactor: tighten sqlite state ownership

* refactor: move legacy imports behind doctor

* refactor: remove legacy session row lookup

* refactor: canonicalize memory transcript locators

* refactor: drop transcript path scope fallbacks

* refactor: drop runtime legacy session delivery pruning

* refactor: store tts prefs only in sqlite

* refactor: remove cron store path runtime

* refactor: use cron sqlite store keys

* refactor: rename telegram message cache scope

* refactor: read memory dreaming status from sqlite

* refactor: rename cron status store key

* refactor: stop remembering transcript file paths

* test: use sqlite locators in agent fixtures

* refactor: remove file-shaped commitments and cron store surfaces

* refactor: keep compaction transcript handles out of session rows

* refactor: derive transcript handles from session identity

* refactor: derive runtime transcript handles

* refactor: remove gateway session locator reads

* refactor: remove transcript locator from session rows

* refactor: store raw stream diagnostics in sqlite

* refactor: remove file-shaped transcript rotation

* refactor: hide legacy trajectory paths from runtime

* refactor: remove runtime transcript file bridges

* refactor: repair database-first rebase fallout

* refactor: align tests with database-first state

* refactor: remove transcript file handoffs

* refactor: sync post-compaction memory by transcript scope

* refactor: run codex app-server sessions by id

* refactor: bind codex runtime state by session id

* refactor: pass memory transcripts by sqlite scope

* refactor: remove transcript locator cleanup leftovers

* test: remove stale transcript file fixtures

* refactor: remove transcript locator test helper

* test: make cron sqlite keys explicit

* test: remove cron runtime store paths

* test: remove stale session file fixtures

* test: use sqlite cron keys in diagnostics

* refactor: remove runtime delivery queue backfill

* test: drop fake export session file mocks

* refactor: rename acp session read failure flag

* refactor: rename acp row session key

* refactor: remove session store test seams

* refactor: move legacy session parser tests to doctor

* refactor: reindex managed memory in place

* refactor: drop stale session store wording

* refactor: rename session row helpers

* refactor: rename sqlite session entry modules

* refactor: remove transcript locator leftovers

* refactor: trim file-era audit wording

* refactor: clean managed media through sqlite

* fix: prefer explicit agent for exports

* fix: use prepared agent for session resets

* fix: canonicalize legacy codex binding import

* test: rename state cleanup helper

* docs: align backup docs with sqlite state

* refactor: drop legacy Pi usage auth fallback

* refactor: move legacy auth profile imports to doctor

* refactor: keep Pi model discovery auth in memory

* refactor: remove MSTeams legacy learning key fallback

* refactor: store model catalog config in sqlite

* refactor: use sqlite model catalog at runtime

* refactor: remove model json compatibility aliases

* refactor: store auth profiles in sqlite

* refactor: seed copied auth profiles in sqlite

* refactor: make auth profile runtime sqlite-addressed

* refactor: migrate hermes secrets into sqlite auth store

* refactor: move plugin install config migration to doctor

* refactor: rename plugin index audit checks

* test: drop auth file assumptions

* test: remove legacy transcript file assertions

* refactor: drop legacy cli session aliases

* refactor: store skill uploads in sqlite

* refactor: keep subagent attachments in sqlite vfs

* refactor: drop subagent attachment cleanup state

* refactor: move legacy session aliases to doctor

* refactor: require node 24 for sqlite state runtime

* refactor: move provider caches into sqlite state

* fix: harden virtual agent filesystem

* refactor: enforce database-first runtime state

* refactor: rename compaction transcript rotation setting

* test: clean sqlite refactor test types

* refactor: consolidate sqlite runtime state

* refactor: model session conversations in sqlite

* refactor: stop deriving cron delivery from session keys

* refactor: stop classifying sessions from key shape

* refactor: hydrate announce targets from typed delivery

* refactor: route heartbeat delivery from typed sqlite context

* refactor: tighten typed sqlite session routing

* refactor: remove session origin routing shadow

* refactor: drop session origin shadow fixtures

* perf: query sqlite vfs paths by prefix

* refactor: use typed conversation metadata for sessions

* refactor: prefer typed session routing metadata

* refactor: require typed session routing metadata

* refactor: resolve group tool policy from typed sessions

* refactor: delete dead session thread info bridge

* Show Codex subscription reset times in channel errors (#80456)

* feat(plugin-sdk): consolidate session workflow APIs

* fix(agents): allow read-only agent mount reads

* [codex] refresh plugin regression fixtures

* fix(agents): restore compaction gateway logs

* test: tighten gateway startup assertions

* Redact persisted secret-shaped payloads [AI] (#79006)

* test: tighten device pair notify assertions

* test: tighten hermes secret assertions

* test: assert matrix client error shapes

* test: assert config compat warnings

* fix(heartbeat): remap cron-run exec events to session keys (#80214)

* fix(codex): route btw through native side threads

* fix(auth): accept friendly OpenAI order for Codex profiles

* fix(codex): rotate auth profiles inside harness

* fix: keep browser status page probe within timeout

* test: assert agents add outputs

* test: pin cron read status

* fix(agents): avoid Pi resource discovery stalls

Co-authored-by: dataCenter430 <titan032000@gmail.com>

* fix: retire timed-out codex app-server clients

* test: tighten qa lab runtime assertions

* test: check security fix outputs

* test: verify extension runtime messages

* feat(wake): expose typed sessionKey on wake protocol + system event CLI

* fix(gateway): await session_end during shutdown drain and track channel + compaction lifecycle paths (#57790)

* test: guard talk consult call helper

* fix(codex): scale context engine projection (#80761)

* fix(codex): scale context engine projection

* fix: document Codex context projection scaling

* fix: document Codex context projection scaling

* fix: document Codex context projection scaling

* fix: document Codex context projection scaling

* chore: align Codex projection changelog

* chore: realign Codex projection changelog

* fix: isolate Codex projection patch

---------

Co-authored-by: Eva (agent) <eva+agent-78055@100yen.org>
Co-authored-by: Josh Lehman <josh@martian.engineering>

* refactor: move agent runtime state toward piless

* refactor: remove cron session reaper

* refactor: move session management to sqlite

* refactor: finish database-first state migration

* chore: refresh generated sqlite db types

* refactor: remove stale file-backed shims

* test: harden kysely type coverage

# Conflicts:
#	.agents/skills/kysely-database-access/SKILL.md
#	src/infra/kysely-sync.types.test.ts
#	src/proxy-capture/store.sqlite.test.ts
#	src/state/openclaw-agent-db.test.ts
#	src/state/openclaw-state-db.test.ts

* refactor: remove cron store path runtime

* refactor: keep compaction transcript handles out of session rows

* refactor: derive embedded transcripts from sqlite identity

* refactor: remove embedded transcript locator handoff

* refactor: remove runtime transcript file bridges

* refactor: remove transcript file handoffs

* refactor: remove MSTeams legacy learning key fallback

* refactor: store model catalog config in sqlite

* refactor: use sqlite model catalog at runtime

# Conflicts:
#	docs/cli/secrets.md
#	docs/gateway/authentication.md
#	docs/gateway/secrets.md

* fix: keep oauth sibling sync sqlite-local

# Conflicts:
#	src/commands/onboard-auth.test.ts

* refactor: remove task session store maintenance

# Conflicts:
#	src/commands/tasks.ts

* refactor: keep diagnostics in state sqlite

* refactor: enforce database-first runtime state

* refactor: consolidate sqlite runtime state

* Show Codex subscription reset times in channel errors (#80456)

* fix(codex): refresh subscription limit resets

* fix(codex): format reset times for channels

* Update CHANGELOG with latest changes and fixes

Updated CHANGELOG with recent fixes and improvements.

* fix(codex): keep command load failures on codex surface

* fix(codex): format account rate limits as rows

* fix(codex): summarize account limits as usage status

* fix(codex): simplify account limit status

* test: tighten subagent announce queue assertion

* test: tighten session delete lifecycle assertions

* test: tighten cron ops assertions

* fix: track cron execution milestones

* test: tighten hermes secret assertions

* test: assert matrix sync store payloads

* test: assert config compat warnings

* fix(codex): align btw side thread semantics

* fix(codex): honor codex fallback blocking

* fix(agents): avoid Pi resource discovery stalls

* test: tighten codex event assertions

* test: tighten cron assertions

* Fix Codex app-server OAuth harness auth

* refactor: move agent runtime state toward piless

* refactor: move device and push state to sqlite

* refactor: move runtime json state imports to doctor

* refactor: finish database-first state migration

* chore: refresh generated sqlite db types

* refactor: clarify cron sqlite store keys

* refactor: remove stale file-backed shims

* refactor: bind codex runtime state by session id

* test: expect sqlite trajectory branch export

* refactor: rename session row helpers

* fix: keep legacy device identity import in doctor

* refactor: enforce database-first runtime state

* refactor: consolidate sqlite runtime state

* build: align pi contract wrappers

* chore: repair database-first rebase

* refactor: remove session file test contracts

* test: update gateway session expectations

* refactor: stop routing from session compatibility shadows

* refactor: stop persisting session route shadows

* refactor: use typed delivery context in clients

* refactor: stop echoing session route shadows

* refactor: repair embedded runner rebase imports

# Conflicts:
#	src/agents/pi-embedded-runner/run/attempt.tool-call-argument-repair.ts

* refactor: align pi contract imports

* refactor: satisfy kysely sync helper guard

* refactor: remove file transcript bridge remnants

* refactor: remove session locator compatibility

* refactor: remove session file test contracts

* refactor: keep rebase database-first clean

* refactor: remove session file assumptions from e2e

* docs: clarify database-first goal state

* test: remove legacy store markers from sqlite runtime tests

* refactor: remove legacy store assumptions from runtime seams

* refactor: align sqlite runtime helper seams

* test: update memory recall sqlite audit mock

* refactor: align database-first runtime type seams

* test: clarify doctor cron legacy store names

* fix: preserve sqlite session route projections

* test: fix copilot token cache test syntax

* docs: update database-first proof status

* test: align database-first test fixtures

* docs: update database-first proof status

* refactor: clean extension database-first drift

* test: align agent session route proof

* test: clarify doctor legacy path fixtures

* chore: clean database-first changed checks

* chore: repair database-first rebase markers

* build: allow baileys git subdependency

* chore: repair exp-vfs rebase drift

* chore: finish exp-vfs rebase cleanup

* chore: satisfy rebase lint drift

* chore: fix qqbot rebase type seam

* chore: fix rebase drift leftovers

* fix: keep auth profile oauth secrets out of sqlite

* fix: repair rebase drift tests

* test: stabilize pairing request ordering

* test: use source manifests in plugin contract checks

* fix: restore gateway session metadata after rebase

* fix: repair database-first rebase drift

* fix: clean up database-first rebase fallout

* test: stabilize line quick reply receipt time

* fix: repair extension rebase drift

* test: keep transcript redaction tests sqlite-backed

* fix: carry injected transcript redaction through sqlite

* chore: clean database branch rebase residue

* fix: repair database branch CI drift

* fix: repair database branch CI guard drift

* fix: stabilize oauth tls preflight test

* test: align database branch fast guards

* test: repair build artifact boundary guards

* chore: clean changelog rebase markers

---------

Co-authored-by: pashpashpash <nik@vault77.ai>
Co-authored-by: Eva <eva@100yen.org>
Co-authored-by: stainlu <stainlu@newtype-ai.org>
Co-authored-by: Jason Zhou <jason.zhou.design@gmail.com>
Co-authored-by: Ruben Cuevas <hi@rubencu.com>
Co-authored-by: Pavan Kumar Gondhi <pavangondhi@gmail.com>
Co-authored-by: Shakker <shakkerdroid@gmail.com>
Co-authored-by: Kaspre <36520309+Kaspre@users.noreply.github.com>
Co-authored-by: dataCenter430 <titan032000@gmail.com>
Co-authored-by: Kaspre <kaspre@gmail.com>
Co-authored-by: pandadev66 <nova.full.stack@outlook.com>
Co-authored-by: Eva <admin@100yen.org>
Co-authored-by: Eva (agent) <eva+agent-78055@100yen.org>
Co-authored-by: Josh Lehman <josh@martian.engineering>
Co-authored-by: jeffjhunter <support@aipersonamethod.com>
2026-05-13 13:15:12 +01:00

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summary, read_when, title
summary read_when title
Agent tools for cross-session status, recall, messaging, and sub-agent orchestration
You want to understand what session tools the agent has
You want to configure cross-session access or sub-agent spawning
You want to inspect status or control spawned sub-agents
Session tools

OpenClaw gives agents tools to work across sessions, inspect status, and orchestrate sub-agents.

Available tools

Tool What it does
sessions_list List sessions with optional filters (kind, label, agent, recency, preview)
sessions_history Read the transcript of a specific session
sessions_send Send a message to another session and optionally wait
sessions_spawn Spawn an isolated sub-agent session for background work
sessions_yield End the current turn and wait for follow-up sub-agent results
subagents List, steer, or kill spawned sub-agents for this session
session_status Show a /status-style card and optionally set a per-session model override

These tools are still subject to the active tool profile and allow/deny policy. tools.profile: "coding" includes the full session orchestration set, including sessions_spawn, sessions_yield, and subagents. tools.profile: "messaging" includes cross-session messaging tools (sessions_list, sessions_history, sessions_send, session_status) but does not include sub-agent spawning. To keep a messaging profile and still allow native delegation, add:

{
  tools: {
    profile: "messaging",
    alsoAllow: ["sessions_spawn", "sessions_yield", "subagents"],
  },
}

Group, provider, sandbox, and per-agent policies can still remove those tools after the profile stage. Use /tools from the affected session to inspect the effective tool list.

Listing and reading sessions

sessions_list returns sessions with their key, agentId, kind, channel, model, token counts, and timestamps. Filter by kind (main, group, cron, hook, node), exact label, exact agentId, search text, or recency (activeMinutes). When you need mailbox-style triage, it can also ask for a visibility-scoped derived title, a last-message preview snippet, or bounded recent messages on each row. Derived titles and previews are produced only for sessions the caller can already see under the configured session tool visibility policy, so unrelated sessions stay hidden.

sessions_history fetches the conversation transcript for a specific session. By default, tool results are excluded -- pass includeTools: true to see them. The returned view is intentionally bounded and safety-filtered:

  • assistant text is normalized before recall:
    • thinking tags are stripped
    • <relevant-memories> / <relevant_memories> scaffolding blocks are stripped
    • plain-text tool-call XML payload blocks such as <tool_call>...</tool_call>, <function_call>...</function_call>, <tool_calls>...</tool_calls>, and <function_calls>...</function_calls> are stripped, including truncated payloads that never close cleanly
    • downgraded tool-call/result scaffolding such as [Tool Call: ...], [Tool Result ...], and [Historical context ...] is stripped
    • leaked model control tokens such as <|assistant|>, other ASCII <|...|> tokens, and full-width <...> variants are stripped
    • malformed MiniMax tool-call XML such as <invoke ...> / </minimax:tool_call> is stripped
  • credential/token-like text is redacted before it is returned
  • long text blocks are truncated
  • very large histories can drop older rows or replace an oversized row with [sessions_history omitted: message too large]
  • the tool reports summary flags such as truncated, droppedMessages, contentTruncated, contentRedacted, and bytes

Both tools accept either a session key (like "main") or a session ID from a previous list call.

If you need the exact byte-for-byte transcript for debugging, export it from SQLite instead of treating sessions_history as a raw dump.

Sending cross-session messages

sessions_send delivers a message to another session and optionally waits for the response:

  • Fire-and-forget: set timeoutSeconds: 0 to enqueue and return immediately.
  • Wait for reply: set a timeout and get the response inline.

Thread-scoped chat sessions, such as Slack or Discord keys ending in :thread:<id>, are not valid sessions_send targets. Use the parent channel session key for inter-agent coordination so tool-routed messages do not appear inside an active human-facing thread.

Messages and A2A follow-up replies are marked as inter-session data in the receiving prompt ([Inter-session message ... isUser=false]) and in transcript provenance. The receiving agent should treat them as tool-routed data, not as a direct end-user-authored instruction.

After the target responds, OpenClaw can run a reply-back loop where the agents alternate messages (up to session.agentToAgent.maxPingPongTurns, range 0-20, default 5). The target agent can reply REPLY_SKIP to stop early.

Status and orchestration helpers

session_status is the lightweight /status-equivalent tool for the current or another visible session. It reports usage, time, model/runtime state, and linked background-task context when present. Like /status, it can backfill sparse token/cache counters from the latest transcript usage entry, and model=default clears a per-session override. Use sessionKey="current" for the caller's current session; visible client labels such as openclaw-tui are not session keys.

sessions_yield intentionally ends the current turn so the next message can be the follow-up event you are waiting for. Use it after spawning sub-agents when you want completion results to arrive as the next message instead of building poll loops.

subagents is the control-plane helper for already spawned OpenClaw sub-agents. It supports:

  • action: "list" to inspect active/recent runs
  • action: "steer" to send follow-up guidance to a running child
  • action: "kill" to stop one child or all

Spawning sub-agents

sessions_spawn creates an isolated session for a background task by default. It is always non-blocking -- it returns immediately with a runId and childSessionKey. Native sub-agent runs receive the delegated task in the child session's first visible [Subagent Task] message, while the system prompt carries only sub-agent runtime rules and routing context.

Key options:

  • runtime: "subagent" (default) or "acp" for external harness agents.
  • model and thinking overrides for the child session.
  • thread: true to bind the spawn to a chat thread (Discord, Slack, etc.).
  • sandbox: "require" to enforce sandboxing on the child.
  • context: "fork" for native sub-agents when the child needs the current requester transcript; omit it or use context: "isolated" for a clean child. Thread-bound native sub-agents default to context: "fork" unless threadBindings.defaultSpawnContext says otherwise.

Default leaf sub-agents do not get session tools. When maxSpawnDepth >= 2, depth-1 orchestrator sub-agents additionally receive sessions_spawn, subagents, sessions_list, and sessions_history so they can manage their own children. Leaf runs still do not get recursive orchestration tools.

After completion, an announce step posts the result to the requester's channel. Completion delivery preserves bound thread/topic routing when available, and if the completion origin only identifies a channel OpenClaw can still reuse the requester session's stored route (lastChannel / lastTo) for direct delivery.

For ACP-specific behavior, see ACP Agents.

Visibility

Session tools are scoped to limit what the agent can see:

Level Scope
self Only the current session
tree Current session + spawned sub-agents
agent All sessions for this agent
all All sessions (cross-agent if configured)

Default is tree. Sandboxed sessions are clamped to tree regardless of config.

Further reading