Key Files
Scheduling Model
Four schedule formats are supported:
The model-facing surface is a single
cronjob_manage tool with action-style operations: create, list, update, pause, resume, run, remove.
Job Storage
Jobs are stored in~/.mibyan/cron/jobs.json with atomic write semantics (write to temp file, then rename). Each job record contains:
last_status literals
last_status is a closed set written only by cron.jobs.mark_job_run. Every
renderer (mibyan cron list/doctor, the cronjob_manage tool, the web dashboard
badge, the Desktop routine inspector) maps each literal explicitly — a consumer
must never test == "ok" for “the user got their result”:
Job Lifecycle States
Backward Compatibility
Older jobs may have a singleskill field instead of the skills array. The scheduler normalizes this at load time — single skill is promoted to skills: [skill].
Scheduler Runtime
Tick Cycle
The scheduler runs on a periodic tick (default: every 60 seconds):Missed-occurrence contract (restart gaps)
Recurring jobs are at-most-once per occurrence, and every occurrence is accounted for: it either runs (one execution row carrying itsscheduled_instant), or its skip is logged with a reason. An occurrence is never
dropped silently. The mechanics, in the order the due scan applies them
(cron/jobs.py::_evaluate_due_job):
- Pre-dispatch advance is provisional.
tick()advancesnext_run_atpast the due occurrence before dispatch so a crash mid-run cannot re-fire it on every restart. Because that leaves a window — advanced, but no fire claim yet (interpreter finalizing, executor refusing work,SIGKILL) — the due scan stampspending_slot = {scheduled_at, at, by}on the record in the same save.claim_job_for_fire(the point after which side effects may exist) andmark_job_runclear it; an explicitschedule/next_run_at/enabled/staterewrite (edit, pause, resume, run-now) drops it. - Restore once. A later scan that finds a
pending_slotwhose owner is provably gone (this process and the job is not in its running set; another process past the 300 s fire-claim lease or with a dead pid) putsscheduled_atback asnext_run_at, drops the stamp, and logs a WARNING (cron/occurrences.py::unclaimed_pending_slot). This happens at most once per lost occurrence — the restored instant then meets the ordinary rules below like any other overdue slot, so there is never a replay of N slots. - Already fired → never twice.
completed_occurrence()consults the executions ledger for acompletedrow with that exactscheduled_instantbefore anything is due; a slot that ran before the restart advances without firing.failed/unknownrows do not count as completion, and neither does acompletedrow whosefinished_at(elseclaimed_at) precedes the instant it is stamped with — a run cannot prove an occurrence that had not happened yet. Rows without a comparable timestamp keep counting. An occurrence identity is only claimable once it is due:claim_job_for_firedrops ascheduled_instantthat is still in the future, so an off-tick fire (dashboard trigger, webhook, lease reclaim, misfire backstop) runs occurrence-free instead of consuming the next slot. - Late within grace → fire late. Grace = half the period clamped to
[120 s, 2 h](_compute_grace_seconds); the dispatch is stampedlast_dispatch.kind = late. - Past grace → collapse the backlog, fire once (
kind = catch_up), or skip with a logged reason when the operator setcron.catch_up_missed: false(planned downtime). One-shots past their 120 s grace are retired with a diagnostic, never resurrected. - Paused / disabled / terminal jobs never fire; the due scan drops them
before any of the above, and pause/resume clears any pending slot. A
recurring occurrence that came due while paused is not lost, though:
resume_jobkeeps a past storednext_run_atas the due instant instead of re-anchoring from now (and logs that it did), so the first tick after resume applies rules 3–5 to it — one late/catch-up run, or a logged skip. One-shots and future instants recompute from now on resume.
mibyan -p X gateway run and a profile served by the host gateway (_start_multiplex ticks each
home under _profile_cron_scope) evaluate the identical record. One gateway
process per host ticks every profile’s store — gateway.multiplex_profiles
gates adapters, not cron — and per-run bookkeeping (in-flight claims, the
parallel worker pool, the stale-code yield decision) is keyed by profile home,
so two profiles may carry identically named jobs without colliding. A profile
that runs its own gateway is skipped per tick, so the two processes never race
its store and its deliveries always leave through its own live adapters.
Fire-claim lease during a run. A firing run holds fire_claim = {at, by} and
a heartbeat thread refreshes at every 60 s (the lease is 300 s). A heartbeat
sample that reads the claim as someone else’s is re-sampled once before it
counts: only a confirmed loss cancels the in-flight run. Even then the run’s
outcome is decided against the store at completion, not against that latch —
a claim the store still validates records the run’s real result (ok, or the
real error), while a genuinely re-owned claim discards the stale result and
never writes over the new owner. Interrupted by shutdown before terminal completion. is therefore recorded only when a real transport cancel (gateway
drain) stops a run that still holds its claim.
Gateway Integration
In gateway mode, the cron trigger (the part that decides when a due job fires — “Axis B”) is selected through a pluggableCronScheduler provider. The
gateway calls resolve_cron_scheduler() (cron/scheduler_provider.py) and runs
the resolved provider’s start() in a dedicated background thread, alongside a
separate gateway-housekeeping thread.
The active provider is chosen by the cron.provider config key:
- empty (default) → the built-in
InProcessCronScheduler, which runs the historical in-process loop callingscheduler.tick()every 60 seconds. This is byte-identical to the pre-provider behavior. - a named provider (e.g.
chronos, a managed-cron provider for scale-to-zero deployments) → discovered fromplugins/cron_providers/<name>/or$mibyan_HOME/plugins/<name>/.
is_available() == False, the resolver falls back to the built-in with a warning — cron is
never left without a trigger. The built-in provider lives in core
(cron/scheduler_provider.py), not in plugins/, so the fallback can’t be
accidentally removed.
What “firing” means (job execution + delivery) is unchanged and shared by all
providers — it stays in scheduler.run_job() / scheduler._deliver_result().
A provider only controls the trigger, never execution.
A ticker whose checkout was updated under it (boot revision ≠ disk revision) yields its tick
only to a gateway that can actually take it over: the runtime-lock holder must be a live gateway
whose gateway_state.json heartbeat is fresh and whose stamped code_sha is the on-disk revision.
A lock held by a process that is itself still running the pre-update code — the common case right
after mibyan update with a single gateway — never counts as a fresh gateway, so the ticker keeps
dispatching instead of yielding every tick to nobody.
In CLI mode, cron jobs only fire when mibyan cron commands are run or during active CLI sessions.
Managed cron (Chronos) for scale-to-zero
Hosted gateways can run the Chronos provider (cron.provider: chronos)
instead of the built-in ticker. Chronos lets an idle gateway scale to zero
and still fire cron jobs: rather than a 60-second in-process loop (which would
keep the process awake), it asks Nous infrastructure to arm exactly one
managed one-shot per job at that job’s real next-fire time. At fire time Nous
calls the gateway back over an authenticated webhook (POST /api/cron/fire);
the gateway runs the job through the same run_one_job path as the built-in,
then re-arms the next one-shot. Between fires the process can be fully stopped —
it wakes only on a genuine fire, never on a periodic timer.
The flow (the managed scheduler is provided by Nous; the agent holds no
scheduler credentials):
If Chronos is misconfigured or the agent isn’t logged into Nous,
resolve_cron_scheduler() falls back to the built-in ticker (logged warning) —
cron never loses its trigger. Recurring jobs re-arm after each fire; repeat-N
jobs stop cleanly when the count is exhausted (no orphaned one-shot). The full
agent↔Nous wire contract lives in Chronos managed-cron contract.
Fresh Session Isolation
Each cron job runs in a completely fresh agent session:- No conversation history from previous runs
- No memory of previous cron executions (persistent memory — MEMORY.md / USER.md — does load, like any other agent run, so durable preferences and facts carry over; per-run conversation context does not)
- The prompt must be self-contained — cron jobs cannot ask clarifying questions
- The
cronjobtoolset is disabled (recursion guard)
Skill-Backed Jobs
A cron job can attach one or more skills via theskills field. At execution time:
- Skills are loaded in the specified order
- Each skill’s SKILL.md content is injected as context
- The job’s prompt is appended as the task instruction
- The agent processes the combined skill context + prompt
Script-Backed Jobs
Jobs can also attach a Python script via thescript field. The script runs before each agent turn, and its stdout is injected into the prompt as context. This enables data collection and change detection patterns:
_get_script_timeout() resolves the limit through a three-layer chain:
- Module-level override —
_SCRIPT_TIMEOUT(for tests/monkeypatching). Only used when it differs from the default. - Environment variable —
mibyan_CRON_SCRIPT_TIMEOUT - Config —
cron.script_timeout_secondsinconfig.yaml(read viaload_config()) - Default — 3600 seconds (1 hour)
mibyan_CRON_TIMEOUT, default 600s of idle time, 0 = unlimited) — they can run for hours as long as they keep calling tools or streaming tokens, and are only killed after the configured idle period with no activity. Scripts are dispatched to a persistent thread pool (not held under the tick lock), so a long-running script does not block other due jobs from firing.
On timeout or ownership cancellation, cron.scheduler_script uses the shared
agent.deadline.kill_process_tree hard-kill path. On POSIX it briefly stops and
rescans the live tree before signalling descendants and their parent, including
children in separate sessions with no inherited output pipes. This closes the
fork-after-snapshot race. The stop wait is bounded; discovery or permission
failures still use best-effort group cleanup, not a sandbox guarantee. Any target
stopped by cleanup is resumed if termination fails; already-stopped targets keep
their original state. Explicit graceful signals do not suspend their recipients.
Windows continues to use taskkill /F /T.
Provider Recovery
run_job() passes the user’s configured fallback providers and credential pool into the AIAgent instance:
- Fallback providers — reads
fallback_providers(list) orfallback_model(legacy dict) fromconfig.yaml, matching the gateway’s_load_fallback_model()pattern. Passed asfallback_model=toAIAgent.__init__, which normalizes both formats into a fallback chain. Unpinned jobs only:_job_fallback_chain()returns no chain for a job carrying its ownprovider,modelorbase_url, and the same answer feeds the credential-resolution walk in_resolve_job_runtime(), the pre-dispatch key check, and the mid-run ladder, so a pinned job never lands on a global chain entry (#100437). It sharesmibyan_cli.fallback_config.scoped_fallback_chain()with pinned delegation children. - Credential pool — loads via
load_pool(provider)fromagent.credential_poolusing the resolved runtime provider name. Only passed when the pool has credentials (pool.has_credentials()). Enables same-provider key rotation on 429/rate-limit errors.
Delivery Model
Cron job results can be delivered to any supported platform. A bare platform name (slack, telegram, …) delivers to that platform’s configured home channel. To target a specific destination instead, append a target after a colon: platform:<target>. The target is resolved at fire time (not when the job is created), so a job can name a destination on a platform that isn’t connected yet and start delivering once it comes online.
Most platforms also accept an optional thread/topic as a third segment: platform:<chat_id>:<thread_id>.
Platforms in the first group have explicit, validated target syntax — named channels (
#channel), topics/threads, room/user IDs, group IDs, or phone numbers. The remaining platforms accept the generic platform:<chat_id> form (the value after the colon is used verbatim as the destination ID); a bare platform name always delivers to the home channel.
Named channels (slack:#engineering, discord:#engineering, or a friendly name like slack:engineering) are resolved against the channel directory the gateway builds from connected adapters, so the gateway must have discovered the channel for name resolution to succeed; raw IDs (slack:C0123ABCD45) always work.
For Telegram topics, use telegram:<chat_id>:<thread_id> (e.g., telegram:-1001234567890:17585). For Slack threads, the third segment is the parent message’s thread_ts (e.g., slack:C0123ABCD45:1700000000.000100), so it only applies when replying under an existing message.
Bot Chat (bot-chat, bot-chat:<profile>) is a machine-local pseudo-platform, not a gateway adapter. A mailbox-capable canonical live owner receives durable admission immediately (idle or busy); only that owner executes the incoming turn. scheduler_delivery._deliver_to_bot_chat resolves the target with get_profile_dir or the job’s current get_mibyan_home, derives the receipt ID from the source home, job ID, durable execution_id, and target home, and checks the receipt before discovering an owner. An existing receipt never permits CLI fallback. Without a mailbox owner it retains mibyan [-p <profile>] chat --in ~ -c "Bot Chat" --create-if-missing -Q --query-file <tmp> and normal ownership fencing. Both lanes deliver a real inbound turn, not a transcript mirror. Queued/claimed receipts populate last_delivery_queued with receipt IDs. The delivery aggregator excludes admission notices from genuine errors and records execution delivery_outcome=queued; successful jobs use last_status=delivery_queued. Genuine errors on mixed targets take precedence as failed while retaining queued receipt metadata. The target profile’s durable receipt is authoritative for terminal completion. Queued is the historical admission outcome, not proof of delivery. Historical cron status does not automatically track later receipt completion. Bot-chat targets are excluded from all and credential preflight. Bot-chat-only external workers bypass the gateway delivery queue; mixed external-worker targets retain gateway handoff. cron.bot_chat_delivery_timeout_seconds (default 600) bounds only the legacy subprocess lane.
Response Wrapping
By default (cron.wrap_response: true), cron deliveries are wrapped with:
- A header identifying the cron job name and task
- A footer noting the agent cannot see the delivered message in conversation
[SILENT] prefix in a cron response suppresses delivery entirely — useful for jobs that only need to write to files or perform side effects.
Session Isolation
Cron deliveries are NOT mirrored into gateway session conversation history. They exist only in the cron job’s own session. This prevents message alternation violations in the target chat’s conversation.Recursion Guard
Cron-run sessions have thecronjob toolset disabled. This prevents:
- A scheduled job from creating new cron jobs
- Recursive scheduling that could explode token usage
- Accidental mutation of the job schedule from within a job
Locking
The scheduler uses cross-process file-based locking (fcntl.flock on Unix, msvcrt.locking on Windows) to prevent overlapping ticks from executing the same due-job batch twice — even between the gateway’s in-process ticker and a standalone mibyan cron / manual tick() call. If the lock cannot be acquired, tick() returns 0 immediately.
Stale-code yield
Before the tick lock, a gateway whose checkout was updated under it (boot revision ≠ disk revision) yields the tick when another process holds the gateway runtime lock — a fresher gateway’s ticker dispatches instead, and the stale one must not race it with mixedsys.modules. The yield is raised (CronTickYielded) and persisted as the ticker’s last error, so mibyan cron status reports “Gateway is running STALE code — its cron ticker yields every tick and fires NOTHING” with both revisions and the restart command, even though the liveness heartbeat keeps refreshing. mibyan update closes the loop: a gateway the post-update fleet version matrix proves stale is handed to the drain-first request_restart path (SIGUSR1) instead of being left running; a supervised gateway respawns on the new code, a bare gateway run is stopped and listed under “Restart manually”.
CLI Interface
Themibyan cron CLI provides direct job management:

