Review follow-up on the #62871 salvage (simplify pass, HIGH):
1. Ops unresolved at the wait deadline were RETAINED in the pending set.
A permanently failing status endpoint (auth error, endless 500s, or a
server that loses ops without 404) would grow the set forever and make
EVERY later prefetch burn the full 10s budget re-polling it — and
prefetch()'s bounded 3s join sits on the reply path, so that money-quote
'adds no response latency' claim breaks. Timed-out ops are now dropped
(identical degradation to prefetch_waits_for_retain=False: possibly
stale recall) with a WARNING so persistent server trouble is visible.
Guard test mutation-checked (fails with eviction disabled).
2. Status polls now spaced 0.5s (was 0.05s shared with the local drain
poll): a wedged op cost up to ~200 get_operation_status round trips
per prefetch; now ~20 max over the default 10s budget.
Address PR #62871 review: with the default retain_async=True, aretain_batch
returns when the write is accepted, not when it's durable/recall-visible, so
draining the local writer queue (task_done) is not a read-after-write signal.
The next-turn prefetch could still recall before the just-completed turn was
observable on the server.
- Track the async operation_id/operation_ids returned by aretain_batch
- _wait_for_retains_drained now applies two ordered, budget-bounded barriers:
(1) local writer queue drains, then (2) tracked server-side async ops report
completion via operations.get_operation_status (an explicit read-after-write
condition). NotFound (completed+evicted) counts as done; transient errors
keep waiting until the deadline
- Completed ops are removed from the pending set so later prefetches don't
re-poll them; the whole wait stays off the reply path
- Add TestPrefetchServerRetainVisibility: op-id tracking (single/multiple),
no-op tracking when retain_async=False, prefetch waiting for server
completion before recall, timeout fallback on a wedged op, and NotFound /
transient-error status handling
Async retain already keeps the memory WRITE off the reply path (writes drain
on the single writer thread while the user gets their response immediately).
This closes the remaining retain/prefetch race: the next turn's warm prefetch
runs on its own thread and could recall BEFORE the just-enqueued retain write
lands, silently dropping the latest turn from recall.
- The background prefetch now waits (bounded) for pending retains to drain
before recalling, so warmed context includes the just-completed turn.
- The wait runs only on the background prefetch thread, never the reply path,
so it adds zero latency to the user's response and loses no writes.
- Bounded by prefetch_retain_drain_timeout (default 10s) and polls
unfinished_tasks so a wedged write can't hang the prefetch.
- New config keys: prefetch_waits_for_retain (default true),
prefetch_retain_drain_timeout (default 10.0).
Combines the Windows-hermeticity cluster (#67512 by @webtecnica, earliest;
#71112 by @Sanjays2402; #67196 by @anatolijlaptev1991-ctrl) into one fix:
- scripts/run_tests.sh: env -i forwarded only HOME, but native Windows
CPython resolves Path.home() from USERPROFILE (or HOMEDRIVE+HOMEPATH),
stdlib paths from LOCALAPPDATA/APPDATA, ssl/sockets need SYSTEMROOT,
tempfile needs TEMP/TMP — the strip broke collection tree-wide on
native Windows (issues #67385, #70813). Location vars (never
credentials) are now forwarded, each only when actually set, so
POSIX runs are byte-for-byte unchanged (probe-verified both ways).
PYTHONUTF8=1 added for legacy-codepage consoles printing the
runner's glyphs.
- tests/plugins/memory/test_hindsight_provider.py: _clean_env patched
HOME only; on Windows Path.home() ignores HOME. Now patches
Path.home directly into tmp_path (from #67196).
Not ported: #71112's guard test — it regex-reads run_tests.sh source,
which the test policy bans (never read source code in tests).
Fixes#67385. Fixes#70813.
Widen NS-605 to the two remaining direct-install sites in the hindsight
plugin, which still shelled out to 'uv pip install --python
sys.executable' and therefore failed (EROFS/EACCES) on immutable hosted
images with sealed venvs, and lost packages on redeploy:
- post_setup dependency install (~L835): install_specs() with ok /
blocked-reason / stderr handling matching honcho/mem0.
- initialize()-time hindsight-client auto-upgrade (~L1240):
install_specs(); blocked installs log the gate reason with the manual
command instead of a raw subprocess error, and init proceeds.
Audited every other memory plugin (supermemory, byterover, holographic,
openviking, retaindb) for direct pip/uv install subprocess calls: none
remain — their deps flow through plugin.yaml pip_dependencies or
lazy_deps.ensure().
Tests: TestClientAutoUpgradeRoutesThroughLazyDeps — upgrade goes through
install_specs with the exact spec (regression guard asserts no
subprocess.run), blocked upgrade is non-fatal and surfaces the gate
reason. Updated TestPostSetupEnvEncoding stubs to the new install path.
Follow-up to review feedback:
- mem0 _prompt_api_key read .env with the locale default, so a Notepad
BOM hid the first key from the masked current-value lookup; read it
with utf-8-sig + errors=replace like the canonical readers in
hermes_cli/config.py.
- hindsight _load_simple_env used plain utf-8; it also parses the Hermes
.env during post_setup, where a BOM stuck to the first key. Switch to
utf-8-sig + errors=replace.
- Add hindsight regressions: BOM key matching in _load_simple_env and in
the cloud post_setup writer, plus non-ASCII round-trip preservation,
and a mem0 regression for the BOM'd masked-key lookup. The BOM tests
fail without the fix on any platform.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Support linking, copying, and creating ovcli.conf during OpenViking memory setup.
Make setup cancellation write nothing and cover OpenViking/Hindsight picker cancellation paths.
Adds an observation_scopes config key (and HINDSIGHT_RETAIN_OBSERVATION_SCOPES
env var) so retained memories can opt into per_tag / all_combinations /
custom scoping instead of Hindsight's default combined pass.
Threaded through _build_retain_kwargs so all three retain paths honor it:
auto-retain and flush-on-switch already use aretain_batch; the tool retain
path is switched from aretain to aretain_batch (functionally equivalent,
aretain just wraps a single-item batch) since aretain doesn't accept the
observation_scopes parameter.
Self-hosted Honcho setup had four sharp edges:
- local/cloud URLs ending in /vN double-prefixed by the SDK (/v3/v3/... 404)
- authenticated local servers had no setup prompt for a JWT/bearer token
- profile-derived host keys could be dot-containing workspace IDs Honcho rejects
- memory-provider config files with API keys written world-readable per umask
This keeps existing behavior but makes those paths safer:
- strip a trailing /vN version segment from any configured baseUrl before SDK
init (the SDK's route builders always prepend their own version prefix);
auth-skipping stays loopback-only
- add an optional local JWT/bearer prompt in honcho setup, stored under
hosts.<host>.apiKey
- derive new profile host keys with underscores, still reading legacy
hermes.<profile> blocks
- write memory-provider config files atomically with 0600 via a shared
utils.atomic_json_write(mode=) arg (honcho/hindsight/mem0/supermemory)
- skip honcho.json parsing in gateway cache-busting unless Honcho is the active
memory provider; memoize by honcho.json mtime when active
- bust the gateway agent cache on memory.provider change
- add a hermes memory setup <provider> one-liner so fresh installs can configure
a named provider without the picker (the per-provider hermes <provider>
subcommand only registers once that provider is active)
Closes#20688, #29885, #26459, #30246, #33382, #32244.
Co-authored-by: BROCCOLO1D
Remove unused imports (F401) and duplicate/shadowed import
redefinitions (F811) across the codebase using ruff's safe
autofixes. No behavioral changes -- imports only.
- ~1400 safe autofixes applied across 644 files (net -1072 lines)
- __init__.py re-exports preserved (excluded from F401 removal so
public re-export surfaces stay intact)
- Re-exports that are imported or monkeypatched by tests but look
unused in their defining module are kept with explicit # noqa:
F401 (gateway/run.py load_dotenv; run_agent re-exports from
agent.message_sanitization, agent.context_compressor,
agent.retry_utils, agent.prompt_builder, agent.process_bootstrap,
agent.codex_responses_adapter)
- Unsafe F841 (unused-variable) fixes deliberately skipped -- those
can change behavior when the RHS has side effects
- ruff lints remain disabled in pyproject.toml (only PLW1514 is
selected); this is a one-time cleanup, not a config change
Verification:
- python -m compileall: clean
- pytest --collect-only: all 27161 tests collect (zero import errors)
- core entry points import clean (run_agent, model_tools, cli,
toolsets, hermes_state, batch_runner, gateway)
- static scan: every name any test imports directly from an edited
module still resolves
Auto-recall used to surface every fact type Hindsight had on the
session — `world`, `experience`, and `observation`. That triple-ships
the same underlying signal in three different framings: observations
are the concrete events the user said/did/asked, while world and
experience facts are aggregate summaries Hindsight derives from those
exact observations. Including all three burns most of
`recall_max_tokens` on rephrasings, crowds out events the model
actually needs to see, and produces effective duplicates in the
prompt — observations themselves are deduplicated by construction
so observation-only recall is denser per token and closer to
conversational ground truth.
Change
------
- Default `_recall_types = ["observation"]` (was `None`, which
delegated to server-side "return everything").
- `initialize()` now treats a missing `recall_types` config the same
way; also accepts comma-separated strings for parity with `recall_tags`.
- An explicit `recall_types=[]` config falls back to the default rather
than disabling the filter (would silently widen recall vs. the new
default).
- Added to `get_config_schema()` so it's discoverable via `hermes config`.
Per-call `hindsight_recall` tool invocations are unaffected — they
already only forward `types` when the caller passes the argument.
Docs / migration
----------------
plugins/memory/hindsight/README.md grows a "Behavior change" callout
explaining the why (no-duplicates, information-efficient) and how to
restore the legacy broad recall:
"recall_types": "observation,world,experience" # or a JSON list
in `~/.hermes/hindsight/config.json`.
Tests
-----
- `test_default_values` updated for the new default.
- New cases: explicit list override, CSV string accepted, empty list
falls back to default (not "wider than default").
Mirrors the pattern already shipping in hindsight-integrations/openclaw:
probe `<api_url>/version` once per process, gate on Hindsight ≥ 0.5.0.
When supported, retains use a stable session-scoped `document_id`
(`session_id`) plus `update_mode='append'` so cross-process retains for
the same session merge into one document instead of producing
N-different-process-stamped duplicates. When unsupported (or probe
fails), fall back to the existing per-process unique
`f"{session_id}-{start_ts}"` document_id with no `update_mode` — the
resume-overwrite fix (#6654) keeps working unchanged on legacy servers.
Closes the dedup half of #20115. The proposed `document_id_strategy`
config knob isn't needed: auto-detection via the same /version probe
the OpenClaw plugin already uses gives the same outcome with no extra
config burden, and the choice is purely a function of what the server
can do.
Plumbing
--------
- Module-level helpers (`_meets_minimum_version`, `_fetch_hindsight_api_version`,
`_check_api_supports_update_mode_append`) cache the result per api_url
so every provider in the process gets one /version round-trip.
- One-time WARN logged when the API is older than 0.5.0, telling the
user to upgrade for cross-session deduplication.
- New instance helper `_resolve_retain_target(fallback_doc_id)` returns
`(document_id, update_mode)` based on cached capability. Wired into
`sync_turn` and the `on_session_switch` flush path.
- For local_embedded mode, the probe URL is taken from the running
client (`client.url`) so we hit the actual daemon port rather than
the configured default.
- `update_mode` is set on the per-item dict; `aretain_batch` already
threads `item['update_mode']` into the API call.
Tests
-----
- `TestUpdateModeAppendCapability` (5 cases): legacy fallback, modern
stable+append, per-url cache, one-time warn, flush-on-switch resolves
against the OLD session.
- Existing `_make_hindsight_provider` factory in the manager-side test
file extended to seed `_mode`/`_api_url`/`_api_key`/`_client` and stub
`_resolve_retain_target` so the bypass-init pattern keeps working.
E2E verified against installed `~/.hermes/hermes-agent`:
- Legacy probe (unreachable host) → `legacy-session-<ts>` doc_id,
no `update_mode`.
- Modern probe (live local_embedded 0.5.6 daemon) → stable
`modern-session` doc_id + `update_mode='append'`.
- `test_hermes_embedded_smoke.py` passes (90s).
feat(gateway): refine Platform._missing_ and platform-connected dispatch
Restricts plugin-name acceptance to bundled plugin scan + registry
(no arbitrary string -> enum-pollution), pulls per-platform connectivity
checks into a _PLATFORM_CONNECTED_CHECKERS lambda map with a clean
_is_platform_connected method, and adds tests covering the checker map,
plugin platform interface, and IRC setup wizard.
Follow-up to the cherry-picked PR #17447. The original flush spawned a
bare threading.Thread for the buffer-flush path, overwriting
self._sync_thread — which is aliased to the long-lived writer thread.
Two consequences:
1. No serialization with the writer queue. If old-session retains were
still queued in _retain_queue, the flush ran concurrently with the
writer and both threads could call aretain_batch against the same
document_id.
2. The pre-spawn 'self._sync_thread.join(timeout=5.0)' tried to join the
long-lived writer, which never exits, so the join was a no-op that
just timed out — never actually serialized anything.
Fix: enqueue the flush closure on _retain_queue via _ensure_writer +
put(). Natural FIFO ordering behind any pending retains, no new thread,
no broken join. Shutdown-aware so it doesn't enqueue after teardown.
Tests updated to drain via _retain_queue.join() instead of the stale
_sync_thread.join(). Added regression guard
test_flush_serializes_behind_pending_retains_via_writer_queue that
blocks the writer mid-retain to prove the flush waits in FIFO behind
the old retain.
Also seeds _retain_queue / _shutting_down / stubbed _ensure_writer on
the bare-object test helper in test_memory_session_switch.py so that
path doesn't blow up under the new queue-enqueue.
tests/plugins/memory/test_hindsight_provider.py + tests/agent/test_memory_session_switch.py: 103/103 passing.
Two data-loss / leak gaps in HindsightMemoryProvider.on_session_switch
introduced by #17409.
1. Buffered turns silently lost when retain_every_n_turns > 1.
on_session_switch unconditionally cleared _session_turns without
flushing. Users who batched every N>1 turns and switched mid-batch
(/reset, /new, /resume, /branch, or context compression) had those
buffered turns disappear. Same data-loss class as the shutdown race,
different lifecycle event.
Note commit_memory_session() -> on_session_end() runs *before*
on_session_switch on /reset, but Hindsight doesn't implement
on_session_end so the buffer survives that step and dies at clear
time. /resume, /branch, and compression skip commit_memory_session
entirely so an on_session_end impl wouldn't help them anyway.
Fix: snapshot the old _session_id, _document_id, _parent_session_id,
_turn_index, and _session_turns; spawn one final retain that lands
under the OLD document_id; then rotate state. Metadata is built
synchronously against the old self._* so session_id / lineage tags
on the flushed item all reference the prior session consistently.
2. Stale _prefetch_result leaks across switch.
If queue_prefetch ran in the old session and the result hadn't been
consumed by prefetch() yet, on_session_switch left the cached recall
text in place. The next session's first prefetch() call would return
text mined from the prior session's bank/query.
Fix: join any in-flight _prefetch_thread (3s bounded — matches
shutdown()), then clear _prefetch_result under _prefetch_lock before
rotating session_id.
Tests
-----
- tests/plugins/memory/test_hindsight_provider.py (TestSessionSwitchBufferFlush):
- buffered turns flushed under OLD document_id with OLD lineage tags
- empty buffer => no spurious retain
- _prefetch_result cleared on switch
- in-flight prefetch thread is awaited before clear (no race)
- tests/agent/test_memory_session_switch.py: factory extended to seed the
attrs the new flush path reads (_retain_source, _platform, _bank_id,
prefetch state, etc.) and stub _run_hindsight_operation so existing
switch-state assertions keep passing without network setup.
The plugin used to spawn one daemon thread per sync_turn() to do the
aretain_batch network write. On CLI exit, that pattern raced interpreter
shutdown — the last retain could reach aiohttp after asyncio's
"cannot schedule new futures" guard had fired, producing noisy logs and
silently losing the final unsaved turn:
WARNING ... Hindsight sync failed: cannot schedule new futures after
interpreter shutdown
ERROR asyncio: Unclosed client session
client_session: <aiohttp.client.ClientSession object at 0x...>
Switch to a single-writer model: each provider owns one long-lived
writer thread plus a queue. sync_turn() snapshots state and enqueues a
job; the writer drains sequentially. Once shutdown() is called:
- new sync_turn() / queue_prefetch() calls are dropped, not enqueued
- a sentinel wakes the writer so it finishes in-flight work
- shutdown joins the writer (10s) before nulling the client
Also register an idempotent atexit hook from the first sync_turn(), so
exit paths that don't go through MemoryManager.shutdown_all() (Ctrl-C,
abrupt exit) still get a chance to drain.
Tests: keep _sync_thread as a legacy alias to the writer, swap join()
calls to _retain_queue.join() (canonical wait-for-drain), add a new
TestShutdownRace suite covering single-writer reuse, post-shutdown drop,
queue draining, and shutdown idempotency.
HindsightEmbedded.close() delegates to its sync client.close(). When Hermes
created/used that client on the shared async loop, closing it from the main
thread raises 'attached to a different loop' before aiohttp releases the
session — so the ClientSession / TCPConnector leak past provider teardown.
Close the embedded inner async client on the shared loop first via
_run_sync(inner_client.aclose()), then let the wrapper's sync close()
do its daemon/UI bookkeeping.
Salvage of #14605: test placement rebased — appended TestShutdown class
after TestSharedEventLoopLifecycle (which landed on main after the PR was
written). Original author attribution preserved.
Adds an optional bank_id_template config that derives the bank name at
initialize() time from runtime context. Existing users with a static
bank_id keep the current behavior (template is empty by default).
Supported placeholders:
{profile} — active Hermes profile (agent_identity kwarg)
{workspace} — Hermes workspace (agent_workspace kwarg)
{platform} — cli, telegram, discord, etc.
{user} — platform user id (gateway sessions)
{session} — session id
Unsafe characters in placeholder values are sanitized, and empty
placeholders collapse cleanly (e.g. "hermes-{user}" with no user
becomes "hermes"). If the template renders empty, the static bank_id
is used as a fallback.
Common uses:
bank_id_template: hermes-{profile} # isolate per Hermes profile
bank_id_template: {workspace}-{profile} # workspace + profile scoping
bank_id_template: hermes-{user} # per-user banks for gateway
Reusing session_id as document_id caused data loss on /resume: when
the session is loaded again, _session_turns starts empty and the next
retain replaces the entire previously stored content.
Now each process lifecycle gets its own document_id formed as
{session_id}-{startup_timestamp}, so:
- Same session, same process: turns accumulate into one document (existing behavior)
- Resume (new process, same session): writes a new document, old one preserved
- Forks: child process gets its own document; parent's doc is untouched
Also adds session lineage tags so all processes for the same session
(or its parent) can still be filtered together via recall:
- session:<session_id> on every retain
- parent:<parent_session_id> when initialized with parent_session_id
Closes#6602
The existing test_local_embedded_setup_materializes_profile_env expected
exact equality on ~/.hermes/.env content; the new HINDSIGHT_TIMEOUT=120
line from the timeout feature now appears in that file. Append it to the
expected string so the test reflects the new post_setup output.
The module-global `_loop` / `_loop_thread` pair is shared across every
`HindsightMemoryProvider` instance in the process — the plugin loader
creates one provider per `AIAgent`, and the gateway creates one `AIAgent`
per concurrent chat session (Telegram/Discord/Slack/CLI).
`HindsightMemoryProvider.shutdown()` stopped the shared loop when any one
session ended. That stranded the aiohttp `ClientSession` and `TCPConnector`
owned by every sibling provider on a now-dead loop — they were never
reachable for close and surfaced as the `Unclosed client session` /
`Unclosed connector` warnings reported in #11923.
Fix: stop stopping the shared loop in `shutdown()`. Per-provider cleanup
still closes that provider's own client via `self._client.aclose()`. The
loop runs on a daemon thread and is reclaimed on process exit; keeping
it alive between provider shutdowns means sibling providers can drain
their own sessions cleanly.
Regression tests in `tests/plugins/memory/test_hindsight_provider.py`
(`TestSharedEventLoopLifecycle`):
- `test_shutdown_does_not_stop_shared_event_loop` — two providers share
the loop; shutting down one leaves the loop live for the other. This
test reproduces the #11923 leak on `main` and passes with the fix.
- `test_client_aclose_called_on_cloud_mode_shutdown` — each provider's
own aiohttp session is still closed via `aclose()`.
Fixes#11923.
- Add configurable retain_tags / retain_source / retain_user_prefix /
retain_assistant_prefix knobs for native Hindsight.
- Thread gateway session identity (user_name, chat_id, chat_name,
chat_type, thread_id) through AIAgent and MemoryManager into
MemoryProvider.initialize kwargs so providers can scope and tag
retained memories.
- Hindsight attaches the new identity fields as retain metadata,
merges per-call tool tags with configured default tags, and uses
the configurable transcript labels for auto-retained turns.
Co-authored-by: Abner <abner.the.foreman@agentmail.to>
Port missing features from the hindsight-hermes external integration
package into the native plugin. Only touches plugin files — no core
changes.
Features:
- Tags on retain/recall (tags, recall_tags, recall_tags_match)
- Recall config (recall_max_tokens, recall_max_input_chars, recall_types,
recall_prompt_preamble)
- Retain controls (retain_every_n_turns, auto_retain, auto_recall,
retain_async via aretain_batch, retain_context)
- Bank config via Banks API (bank_mission, bank_retain_mission)
- Structured JSON retain with per-message timestamps
- Full session accumulation with document_id for dedup
- Custom post_setup() wizard with curses picker
- Mode-aware dep install (hindsight-client for cloud, hindsight-all for local)
- local_external mode and openai_compatible LLM provider
- OpenRouter support with auto base URL
- Auto-upgrade of hindsight-client to >=0.4.22 on session start
- Comprehensive debug logging across all operations
- 46 unit tests
- Updated README and website docs
kshitij
And
webtecnica
Teknium
solyanviktor-star
Ben
Hao Zhe
Nicolò Boschi
Erosika
Ari Lotter
Wysie
maxims-oss
Teknium
Jason Perlow
LeonSGP43
bwjoke
JC的AI分身
harryplusplus
Abner