Commit Graph
5560 Commits
Author SHA1 Message Date
Tianyi Cui 4641f1a851 chore: absorb the no-nudge seam into the workflow tree
The parent branch dropped structuredNudgeRetries; the two workflow-side test
setups stop passing it, and the RFC's foundation paragraph now describes the
current design (final-ASSEMBLY enforcement logged via request/header, the
post-capture pre-execute deny, the start() schema snapshot, no re-prompt)
instead of the retired agent/request + nudge shape.
2026-07-07 09:26:47 +08:00
Hypatia May dad928e83b docs: refresh config catalog source link 2026-07-07 09:22:56 +08:00
Hypatia May 05acc6ebc3 Merge remote-tracking branch 'origin/master' into session-fork 2026-07-07 09:21:01 +08:00
Hypatia May 3e44860544 docs: refresh config catalog source links 2026-07-07 09:19:59 +08:00
Tianyi Cui e63bf54df0 Merge branch 'structured-output-subagent-seam' into worktree-dynamic-workflows 2026-07-07 09:19:32 +08:00
Tianyi Cui dc5656fab3 Merge pull request #194 from deepseek-harness/worktree-snapshot-pin-request-header
Snapshot tests: pin request-header content in one scenario, tokenize the rest
2026-07-07 09:18:58 +08:00
Hypatia May 5050bc30c7 Merge remote-tracking branch 'origin/master' into session-fork 2026-07-07 09:18:17 +08:00
Tianyi Cui 17f89642ae Merge branch 'master' into worktree-snapshot-pin-request-header 2026-07-07 09:16:28 +08:00
Tianyi Cui 09dbc06079 Merge pull request #193 from deepseek-harness/worktree-hooks-dispose-quiescence
fix(hooks): drain detached hook runs on bridge dispose
2026-07-07 09:15:31 +08:00
Tianyi Cui b907c20213 review: drop the structured-output nudge; FIXME the context-global registry constraint
Two human review directives:

- No re-prompt. A structured child that finishes a turn cleanly without
  calling structured_output settles error to the parent immediately —
  readResult already carried that mapping; the nudge loop only delayed it.
  Deletes the loop, its cancellation-window guard, STRUCTURED_OUTPUT_NUDGE,
  and the structuredNudgeRetries Config on both backends.

- FIXME in the structured module doc: per-agent/per-session tool registry and
  prompt assembly would dissolve the final-assembly enforcement dance (the
  placeholder tool, the swap, the strip, the global-registration lifetime).
2026-07-07 09:14:48 +08:00
Tianyi Cui 2d3f75c77b Merge branch 'master' into worktree-hooks-dispose-quiescence 2026-07-07 09:13:00 +08:00
Tianyi Cui 25fc167165 Merge branch 'master' into worktree-snapshot-pin-request-header 2026-07-07 09:09:27 +08:00
Hypatia May 4f55c15cf8 Merge remote-tracking branch 'origin/master' into session-fork 2026-07-07 09:06:00 +08:00
Hypatia May c7fba41ba9 Inline session fork parameters 2026-07-07 09:04:49 +08:00
Tianyi Cui 515d04339b Address review round 2: preserve delta insert arity; reject unpinned header-deltas
Residuals from the Codex re-review:

1. A system delta's insert was flattened to one token, so deltas differing
   only in inserted-line count compared equal. Now one {{system}} token per
   inserted line — position AND extent survive, content does not.

2. The live uniformity guard folded only request/header snapshots, so a
   mid-run header CHANGE (request/header-delta) could diverge from the pin
   invisibly. Non-pinning runs now assert zero header-delta events: a
   scenario that legitimately changes its header mid-run exists to show
   that change, so it must pin (fail-loud until it does).
2026-07-07 01:26:25 +08:00
Tianyi Cui a0d8f33b29 Address review: structure-preserving delta scrub, live header-uniformity guard, RFC style
Codex review findings on the pinned-header change:

1. scrubRequestHeaders flattened a request/header-delta's whole
   system/tools payload to one token, so two meaningfully different deltas
   compared equal. Now the structural facts survive — keepStart/keepEnd
   line positions, added/removed/changed tool NAMES — and only the bulk
   (inserted prompt lines, schema bodies) is tokenized.

2. The one-pin design rested on an unasserted premise (all sessions
   compose the same header). Every non-pinning scenario now asserts, live,
   that each request/header its run produces equals the pinned fixture's
   header (both sides normalized against their own volatile values), so a
   session-dependent header fails loud until it gets its own pin.
   Verified the guard bites: perturbing the pinned fixture's prompt fails
   a non-pinned scenario with the intended message.

3. RFC de-slopped per docs/AGENTS.md: no PR reference, no SHOULD
   spec-speak; Decision/Verification/Consequences updated for 1 and 2.
2026-07-07 00:51:55 +08:00
Tianyi Cui 81cbc3daa4 Merge pull request #191 from deepseek-harness/catalog-flatten
docs: flatten single-file catalog dirs to docs/tool-catalog.md and docs/persistence-catalog.md
2026-07-07 00:30:36 +08:00
Tianyi Cui 0c568201c9 Merge remote-tracking branch 'origin/master' into catalog-flatten 2026-07-07 00:29:12 +08:00
Tianyi Cui 215ff9a4e6 Merge pull request #188 from deepseek-harness/config-catalog
feat: generated plugin config catalog (docs/config-catalog.md)
2026-07-07 00:27:59 +08:00
Tianyi Cui f7bd7e82d1 fix review findings: restrict export-import aliases to prose-only targets
Codex round-3: alias prose matches the gate's strength only when the
target's own contract is prose-only. An export-import alias to a
function, class, or namespace target (or an unresolvable one) is now
refused — those carry signature/member contracts the alias cannot
hold; export the declaration directly instead. Const/enum/interface/
type-alias targets keep the self-documentation contract.

Tests pin the refusal for function, class, and namespace targets;
module doc and RFC updated.
2026-07-07 00:20:55 +08:00
Tianyi Cui 0ee5583953 Merge branch 'structured-output-subagent-seam' into worktree-dynamic-workflows 2026-07-07 00:15:02 +08:00
Tianyi Cui a520965f09 fix review findings: post-capture tool calls denied; schema snapshotted at start
Two bot findings on the structured runtime:

- Terminal means terminal WITHIN the step: a model response listing
  structured_output before further tool calls executed those calls after the
  final answer was accepted (the turn-continuation veto only fires at step
  end). A third runtime listener now denies every call for a captured agent
  at the tools/pre-execute gate — dispatch skipped, isError result naming the
  contract. Calls preceding the capture in the same response are untouched.

- The output schema is structuredClone'd before the subset assertion: the
  caller keeps its reference, so asserting and attaching the original let a
  post-start() mutation drift the enforced schema away from the asserted one.
  The clone pins assertion, model-visible parameters, and validation to one
  value.
2026-07-07 00:11:55 +08:00
Tianyi Cui d45e470192 fix: retarget the i18n pairing exclusions to the flattened catalog paths
The manifest excluded docs/tool-catalog/ and docs/persistence-catalog/ as
directories; the trailing slash is a deliberate path boundary, so the
flattened single files no longer matched and lost their generated-doc
classification — the gate would have accepted a hand-added .zh.md twin it
must reject. The entries now name the files.
2026-07-07 00:08:55 +08:00
Tianyi Cui 4e2da27201 Merge branch 'config-catalog' into catalog-flatten 2026-07-07 00:06:19 +08:00
Tianyi Cui a4152705ef fix review finding: abort tests must prove the hook process is gone
Codex review of the draft: the abort-on-dispose tests asserted only that
dispose() resolved and no warning fired — a regression back to untracked
fire-and-forget runs would pass both. The hook script now records its
shell PID before sleeping, and after dispose the test asserts
process.kill(pid, 0) throws: the drain resolves only after the killed
run settled (the child reaped), so ESRCH-by-dispose-return is
deterministic under the correct implementation, while an alive or
unreaped process fails it. Verified the discriminator by gutting drain()
locally: exactly these two tests fail.
2026-07-07 00:02:10 +08:00
Tianyi Cui f0ef280848 fix: identity-check name resolutions across the pasted closure; exclude the catalog from i18n pairing
Review findings on the config catalog:

The transitive-paste closure deduplicated by bare name, so two DIFFERENT
package-local declarations sharing a name would silently collapse to the
first one pasted — and a reference satisfied by the wrong declaration is a
wrong catalog, not just a thin one. Every resolution is now identity-checked
by source pointer: reaching the same declaration again is benign, while a
name that resolves to two distinct declarations, to conflicting imports, or
to a declaration in one file and an import in another is a violation — a
verbatim fence has a single flat namespace, so the fix is a rename at the
source. A spec case pins the two-declarations collision.

docs/config-catalog.md also joins the translation-pairing exclusions: it is
a generated English-only doc, and without the entry the gate would accept a
hand-added .zh.md twin it must reject.
2026-07-07 00:00:34 +08:00
Tianyi Cui eaac3b58a4 fix review findings: close wrapped-expression, alias, and binding-pattern gaps
Codex round-2 review found three adjacent fail-open shapes:

- Wrapped function expressions escaped classification: parentheses,
  as/satisfies casts, and non-null assertions are now peeled before the
  arrow/function test (initializers and default exports), and a
  single-call-signature type literal counts as the surface signature.
  A literal mixing call/construct signatures with anything else is
  refused outright — no single signature to hold the tags against.
- The blanket 'export import X = N.member' skip was unsound (the target
  can be a non-exported namespace member no walk visits): an alias now
  documents itself.
- The heritage extra-parameter duty missed binding-pattern extras,
  which no base declaration can name: they now trigger the standard
  binding-pattern violation.

Five new negative-path tests pin the closed shapes; module doc and RFC
updated.
2026-07-06 23:55:16 +08:00
Tianyi Cui 7a35afa6fe Merge branch 'structured-output-subagent-seam' into worktree-dynamic-workflows
Restack on the carved-out foundation (#192), per review feedback on #170.
The seam files resolve to the carve-out's revision — its prompt-order
neutrality fix (backends no longer inject 'tools'; the structured runtime
gates its own capture-tool registration) restores the subagent tools to
master's front position, so every recorded fixture is re-recorded on the
stacked tree and the authored error-finish/cancel headers re-patched to the
stacked tool list ([subagent, subagent_fork, workflow, todo_write, ...]).
2026-07-06 23:43:13 +08:00
Tianyi Cui 1fd9e2a9ab Pin request-header content in one snapshot scenario
Every session.jsonl fixture embedded the full composed system prompt and
complete tool-schema list in its request/header event (~8 KB on one line,
identical across the suite), so any prompt or tool-schema edit forced a
re-record or hand-edit of every fixture — see the dynamic-workflows PR for
the churn pattern this removes.

Now exactly one scenario (text-turn, flagged pinsHeader) commits and
compares that content verbatim; every other fixture stores and compares it
as {{system}}/{{tools}} tokens via the new pure scrubRequestHeaders
normalizer (applied to both compare sides and to record-mode writes, so a
re-record cannot reintroduce the content). request/header-delta payloads
are scrubbed the same way; config/reason stay verbatim — a model swap
SHOULD churn every fixture, a prompt edit should not. Replay is unaffected:
script derivation reads only assistant/chunk events.

Fixture meta-guards enforce the split: non-pinning fixtures must be fixed
points of the scrub, the pinning fixture must not be, and exactly one
scenario pins. Committed fixtures migrated through the same function.

Docs: pinned-header RFC (implemented/testing), base snapshot RFC + testing
policy + llm-replay module doc/README updated.
2026-07-06 23:41:20 +08:00
Tianyi Cui 82dfc62620 Merge branch 'config-catalog' into catalog-flatten 2026-07-06 23:38:40 +08:00
Tianyi Cui fe815c9586 Merge remote-tracking branch 'origin/master' into config-catalog
# Conflicts:
#	docs/rfc/INDEX.md
2026-07-06 23:31:58 +08:00
Tianyi Cui 74502fa8c2 Structured output on the subagent seam: schema subset, capture runtime, spawn/fork support
Carved out of #170 per review feedback — the foundation the workflow tool
builds on, now standing alone on master:

- dsh-tools: the structured-output JSON Schema subset (StructuredOutputSchema,
  assertSupportedOutputSchema, validateStructuredValue) — rejects loud outside
  the enforced subset, listing every violation
- dsh-subagent: SubagentStartRequest.outputSchema / SubagentResult.structured
  become a real capability; the service rejects a schema'd request whose
  provider lacks it
- dsh-subagent-inprocess: the shared structured runtime — one global
  structured_output capture tool, a prepend final-assembly listener that
  strips the placeholder for plain agents and swaps in the run's own schema
  (plus the calling instruction as a trailing section) for structured
  children, an agent/turn-continuation veto once captured, and the
  capture/nudge loop in the run driver (structuredNudgeRetries, cancellation
  honored mid-nudge); lifetime refcounted by backends and live runs
- subagent-spawn / subagent-fork flip outputSchema: true

One deliberate divergence from the #170 revision: the backends do NOT add
'tools' to their plugin inject. Doing so deferred their apply past the todo
plugin, and the delegation tool mirrors provider lifecycle — so the
model-visible tool order of every existing prompt changed, invalidating every
recorded snapshot fixture. The runtime now gates its capture-tool registration
on tools availability itself (sync when live, a scoped inject fiber when the
Loader starts the backend first), keeping this PR byte-invisible to existing
transcripts: all 35 snapshot scenarios pass against master's fixtures
unchanged.
2026-07-06 23:29:08 +08:00
Tianyi Cui 9ca31ab193 fix(hooks): drain detached hook runs on bridge dispose
The emit-shaped hook points (SessionStart, SubagentStart, SubagentStop)
run fire-and-forget: no seam awaits the run chain, so disposing a bridge
could strand a live hook process and let a late continuation inject into
a disposed context. The floating continuation also made the coverage
gate racy: the only coverage of the SubagentStart continuation's
no-context branch arm rode on an un-awaited .then, and on a loaded CI
runner the fork's per-file coverage snapshot beat it — master run
28798191671 failed the 100% branch gate on hooks-claude/src/index.ts at
99.03% (uncovered line 336) with the identical tree passing the PR run
three minutes earlier.

New shared primitive createDetachedRuns() in dsh-hook-protocol: a bridge
tracks each detached run chain, passes the tracker's abort signal to
runHook, and registers drain() as its effect disposer — drain aborts
still-running hook processes (a kill via the bash seam, not a wait out
to the 10-minute default hook timeout), then resolves once every chain
has settled. fiber.dispose() resolving now means the bridge's detached
work is quiescent (docs/defensive-patterns.md).

The subagent marker test disposes the bridge as its sync point, so the
formerly racy branch arm is executed deterministically before the file's
coverage snapshot; new tests pin abort-on-dispose promptness for both
bridges and the tracker's settle/drain contract in hook-protocol.
2026-07-06 23:27:54 +08:00
Tianyi Cui 9ff010cbef fix review findings: close export-form and heritage-exemption gaps
Codex round-1 review found three fail-open paths in the new gate:

- Unhandled export forms passed silently. checkDecl now fails CLOSED on
  unrecognized exported statement kinds, 'export =' is refused outright,
  'export import X = N.member' is an explicit documented skip (alias;
  definition site owns the doc), and ambient 'declare namespace' bodies
  recurse with implicit export semantics.
- Function-like exports escaped the function contract: non-identifier
  default exports and consts with INLINE function-type annotations now
  get full @param/@returns checks (the named-type waiver stays for
  reference annotations only).
- The heritage exemption was name-only: it no longer exempts a public
  override of a protected-only base member, and parameters the base
  never names keep their @param duty (underscore-prefixed renames of a
  base parameter count as the same parameter).

Eight new negative-path tests pin the closed gaps; RFC and module doc
updated to the refined contract.
2026-07-06 23:25:33 +08:00
Tianyi Cui 6d9a4f1258 Merge branch 'config-catalog' into catalog-flatten
# Conflicts:
#	docs/config-catalog.md
#	scripts/gen-config-catalog.ts
2026-07-06 23:16:29 +08:00
Tianyi Cui fb3f3a69ec fix: extend the schema cross-check to nested key paths; scope the catalog framing
Review findings on the config catalog:

The schema-subset check compared only top-level z.object keys against
top-level type members, so a nested loader-accepted key (agents[].id,
agentOptions.model, capabilities.*) missing from the declared type would
pass the gate unseen. The walk now collects nested object/array
compositions as key paths and resolves each against the declared config
type — through interfaces (heritage included), aliases, literals,
intersections, unions, arrays, indexed access, Partial-style wrappers, and
type references across package-local and workspace imports (re-export
chains included). The check stays presence-only and one-directional, and
only a definite miss is a violation: a path crossing a type the walk
cannot enumerate (an external package's) is skipped, never mis-reported.
The recursion guard applies at named declarations only — a structural
first child shares its span start with its parent, so a span-keyed guard
on every node mistakes ordinary descent for a cycle and silently turns
definite misses into unknowns.

The page and RFC framing also overstated the catalog as the exact
cordis.yml-settable surface: the paste is the plugin's full declared
config type, and a field the runtime schema deliberately excludes (the ACP
bridge's test-injected stream) is a runtime-only seam its own JSDoc marks.
Both now say so.

Five spec cases pin the new behavior: nested hidden key, workspace
intersection via star re-export, Partial wrapper, indexed-access
composition, and the external-type unknown path.
2026-07-06 23:06:03 +08:00
Tianyi Cui d346220289 Merge remote-tracking branch 'origin/master' into worktree-dynamic-workflows 2026-07-06 22:40:24 +08:00
Tianyi Cui ea58bdf1e8 Merge remote-tracking branch 'origin/master' into worktree-dynamic-workflows
Master's reconstructable-requests overhaul (#179) meets the workflow tool:
- subagent-inprocess structured-output nudge becomes a system-prompt section
  plus logged context (the injected-request waterfall shape is gone upstream)
- snapshot fixtures re-recorded on the merged tree so every request/header
  carries the workflow tool; authored error-finish/cancel headers patched to
  the merged tool list and system text
- architecture.md condensed back under its word ceiling; module graph regenerated
2026-07-06 22:28:57 +08:00
Tianyi Cui 116e2c45a8 docs: flatten single-file catalog dirs to docs/tool-catalog.md and docs/persistence-catalog.md
A directory holding exactly one file adds a path level for nothing;
cordis-catalog/ keeps its folder because it holds two sibling pages
(events.md + services.md), matching config-catalog.md which was born flat.

docs/tool-catalog/tools.md -> docs/tool-catalog.md and
docs/persistence-catalog/log-events.md -> docs/persistence-catalog.md; their
generators' OUT paths and in-page relative links drop one directory level,
and every citation repo-wide (docs, RFCs, package READMEs, generator
headers) is updated. graph-atlas.md, config-catalog.md, and the doc graphs
regenerate with the new paths.
2026-07-06 22:26:06 +08:00
Tianyi Cui 54bb9e5ec7 Merge remote-tracking branch 'origin/master' into worktree-export-jsdoc-gate
# Conflicts:
#	docs/development.i18n.yaml
#	docs/rfc/INDEX.md
2026-07-06 22:25:39 +08:00
Tianyi Cui 0606cd559c Merge pull request #175 from deepseek-harness/codex/parallelize-ci
ci: parallelize GitHub workflows
2026-07-06 22:15:13 +08:00
Tianyi Cui 8458530298 Merge branch 'master' into codex/parallelize-ci 2026-07-06 22:12:44 +08:00
Wenlu Wang 654d192c47 Merge pull request #182 from deepseek-harness/codex/gate-cadence-docs
docs: clarify local gate cadence
2026-07-06 22:10:19 +08:00
Tianyi Cui cd9737d569 Gate JSDoc completeness on every package export
New doc-sync gate verify-export-jsdoc walks every module-level exported
name under packages/*/*/src and requires description prose everywhere,
plus @param per parameter and @returns on non-void annotated returns for
function-like exports, public class methods, properties, and accessors.
The parsing + check helpers move out of gen-cordis-catalog.ts into a
shared scripts/jsdoc.ts so 'documented' means one thing on both gated
surfaces.

Deliberate exemptions (documented in the RFC): heritage-declared class
members (the seam declaration is the doc's one home — the one checker
query in an otherwise pure-AST walk), cordis plugin-protocol slots
(name/inject/reusable/Config/apply, top-level and static), constructors,
overload implementations, declare-module augmentation bodies, and
re-export statements (checked at the defining module).

The 203 under-documented exports the gate found at adoption are filled
in this change, so the gate lands green; generated catalogs/graphs are
regenerated for the shifted line pointers.

RFC: docs/rfc/implemented/process/2026-07-06-export-surface-jsdoc-gate.md
2026-07-06 22:09:30 +08:00
Tianyi Cui b0c7eadd23 feat: generated plugin config catalog (docs/config-catalog.md)
scripts/gen-config-catalog.ts walks every packages/<group>/<pkg> entry with
the TypeScript compiler API and emits docs/config-catalog.md: per loadable
plugin, the verbatim config declaration (JSDoc included) its apply/constructor
receives in a ts config-catalog fence, the inject requirements, resolved links
for every referenced type (package-local types pasted transitively, other
plugins' config types as intra-page anchors, LINK_MAP names to
core-data-structures, workspace types to source), and terse classification
lists for config-free plugins, abstract seams, and libraries — classification
is total, so a new package cannot go undocumented.

The walk enforces per-field JSDoc prose on every pasted declaration and
statically cross-checks the schemastery schema (z.object keys, z.intersect
composition across packages): every schema-validated key must be a declared
member of the config type. One violation existed repo-wide — the agents[].id
field in dsh-agent-loop — fixed by adding its JSDoc (which shifts the
cordis-catalog services page's source pointers; regenerated).

verify-config-catalog (--check) joins doc-sync; doc-typecheck learns the
ts config-catalog fence; gen-cordis-catalog exports its JSDoc/pointer helpers
and LINK_MAP for reuse. Negative-path spec in
packages/core/agent-core/tests/gen-config-catalog.spec.ts mirrors the
gen-cordis-catalog spec. Decision record:
docs/rfc/implemented/process/2026-07-06-generated-config-catalog.md (includes
the deliberate acceptance of README ## Config overlap).
2026-07-06 21:57:17 +08:00
Tianyi Cui 9df79534a6 Merge branch 'master' into codex/gate-cadence-docs 2026-07-06 21:55:48 +08:00
Tianyi Cui c57c7527a5 Merge branch 'master' into codex/parallelize-ci 2026-07-06 21:54:07 +08:00
Tianyi Cui 9688870da3 docs(workflow): admit the node:vm escape concretely — absent globals are surface, not containment
The review's critical finding: the engine README and the tool
description read as if the missing filesystem/network/Node globals were
enforced, but a script can reach the host Function constructor via
globalThis.constructor.constructor and from it process and every Node
builtin. Per the trust premise this is ACCEPTED (model-written scripts,
bash-equivalent trust; genuine sandboxing is the deferred engine swap
already listed) — but the docs must say so instead of implying a wall.
The trust-premise sections (engine README, module doc, RFC) now name
the escape and its acceptance; the model-facing tool description says
the APIs are not PROVIDED rather than implying they are prevented.
2026-07-06 21:04:20 +08:00
Tianyi Cui 3987425547 subagent-inprocess: stop the structured nudge loop once cancellation lands
A cancel that lands AFTER a child's clean turn end but before the nudge
continuation runs clears nothing — child.cancel() only kills queued or
running work — so the loop's turn-state check alone let a later
child.send() spend a fresh post-cancellation turn (and even capture a
structured result the caller had already abandoned). The loop condition
now also reads the run's own cancelled flag, re-evaluated after every
whenIdle(), through an accessor because closure assignments are
invisible to control-flow narrowing (an inline read lints always-true).
readResult keeps the outcome honest on this path: a completed-but-
uncaptured turn maps to aborted, not error, when a cancel is why the
nudging stopped — the cancel contract outranks the schema shortfall.
2026-07-06 21:03:40 +08:00
Tianyi Cui db4a39b024 workflow: close the review-found cancellation and child-lifecycle gaps
Three review findings on the engine's child seam, one mechanism each:

- Cancellation now bridges to run.cancel() on every in-flight child, not
  just the shared request signal — the subagent seam leaves a provider
  free to honor either channel, so the consumer drives both (listener
  removed in the child finally).
- A child result REJECTION (an infrastructure fault the seam allows) now
  emits the paired workflow/agent-end before propagating, and propagates
  as a fatal WorkflowError with the new AGENT_RESULT code — previously it
  skipped agent-end (permanently open child for seq-matching observers)
  and dissolved to a per-item null inside parallel()/pipeline(), letting
  a broken provider read as an ordinary failed child. A rejection landing
  after cancel stays a cancellation (cancelled outcome + CANCELLED).
- Every hook now guards its entry with a shared throwIfCancelled():
  phase()/log() no longer emit observer events after a script caught an
  earlier cancelled rejection, and parallel()/pipeline() refuse entry —
  cancellation is the next HOOK boundary, not just the next agent().
2026-07-06 21:02:41 +08:00