Commit Graph

10670 Commits

Author SHA1 Message Date
chelsealong d4a753ea42 fix(voice): drop playback-phase barge transcripts that echo Hermes' own TTS
The full-duplex barge-in listener added in 5081551f0 stays active during
TTS playback with no acoustic echo cancellation. On some speaker/mic
combinations, TTS bleed alone crosses the barge threshold, gets
transcribed, and is queued as the next user turn -- whose reply is then
spoken, captured, and queued again, producing an unbounded TTS -> STT ->
TTS feedback loop (#75780).

Add a fail-closed transcript-level guard: when a barge trip happens during
the playback phase, compare the captured transcript against the TTS text
Hermes just spoke (tools/voice_mode.is_tts_echo, a language-agnostic
character-level similarity ratio). A close match is dropped instead of
queued, and the mic is handed back to the normal continuous-listening
loop. Generation-phase trips (no TTS playing, so no bleed is possible)
are unaffected.
2026-08-07 14:38:02 +05:30
kshitij e8511efe75 fix(matrix): propagate sender + reply context to media MessageEvents too
_handle_media_message had the same gap as _handle_text_message: it didn't
set user_id/user_name or any reply_to_* fields on MessageEvent. A user
replying to a photo/video/audio in Matrix got null sender metadata and
null reply context — the exact bug PR #80293 fixes for text messages.

Mirrors the text handler's reply fallback parsing + sender propagation
into the media handler, and adds a test covering a media reply event.

Also fixes test env mutation: _make_adapter now accepts monkeypatch
and uses monkeypatch.setenv() instead of bare os.environ assignment,
preventing env var leakage across tests in the same xdist worker.
2026-08-07 14:34:55 +05:30
WintleChoung e245a98781 fix(matrix): propagate sender MXID + reply context to MessageEvent
The Matrix adapter built MessageEvent from inbound room events but dropped
the sender's MXID and display name on the event itself -- only 'source'
carried them. Other adapters (signal/slack/telegram/discord/mattermost/irc)
have the same gap; this PR fixes matrix and adds the supporting
top-level MessageEvent fields so the rest can follow.

Downstream effects for matrix specifically:
  - gateway prompt assembly can now read event.user_name (or source)
    without having to dig into source per platform
  - reply context (reply_to_text / reply_to_author_id /
    reply_to_author_name) is parsed from the inline > <@user:server> ...
    Matrix fallback format before stripping, instead of discarded
  - the gateway's existing [Replying to: "..."] renderer can now show
    who the user was replying to (was always anonymous for matrix)

MessageEvent gains two optional top-level fields (user_id, user_name,
both default None) so non-IM producers (cron/webhook/autonomous) remain
unaffected. Source still carries the same values for callers that
already read from there.

Tests cover:
  - non-reply message carries sender user_id/user_name on MessageEvent
  - different senders (alice, bob) both propagate
  - reply message carries reply_to_message_id + reply_to_text +
    reply_to_author_id + reply_to_author_name, parsed from the
    > <@carol:example.org> original question\n\nactual reply shape
  - non-reply message does NOT spuriously set reply_to_* fields

Sibling matrix tests (148 across test_matrix*.py) remain green.

Authored by WintleChoung <cwt@users.noreply.github.com>
Salvaged from PR #80293.
2026-08-07 14:34:55 +05:30
kshitij 03beb662e8 fix: cover the partial multi-call batch in the in-flight exemption
Widen #79293's trailing-in-flight guard from 'last message is assistant'
to 'last non-tool message is assistant': a multi-call batch snapshotted
between the executor's per-result appends looks like
[..., assistant(c1,c2,c3), tool(c1)] — c2/c3 are pending, not orphaned,
but the tail-only guard missed that shape and stripped them (same silent
result loss as the original bug, via concurrent /compress or the gateway
hygiene pass).

Preserving is safe on both shapes: the pre-API chokepoint
(sanitize_api_messages step 2) injects stub results for any call that
genuinely never gets an answer, while stripping a live call silently
loses its late result.

test_sanitizer_strips_orphaned_keeps_valid's mixed valid/orphan shape
moves mid-list — at the tail it is byte-identical to a live partial
batch and the sanitizer now correctly presumes in-flight there.

New regression test fails without the walk-back (c2/c3 stripped),
passes with it.
2026-08-07 14:13:32 +05:30
Shotflame 788b8ab497 fix(compress): preserve in-flight tool chain across context compression (#79278)
Tool_executor.py appends role=tool results AFTER running each call. When
context compression fires mid-chain, the trailing assistant(tool_calls)
message is a pending request whose result has not yet been appended.
_sanitize_tool_pairs previously stripped it as an 'orphan', so when the
executor later appended the real result, repair_message_sequence dropped
it as unmatched and the completed side effect (and final synthesis) was
lost. Preserve the trailing in-flight call verbatim; only genuinely
orphaned calls in the discarded region are stripped.

Adds regression tests: three unit tests for _sanitize_tool_pairs plus an
end-to-end test reproducing compression -> side-effect completion ->
result-returned flow. Confirmed failing on pre-fix code, passing with
the fix.
2026-08-07 14:13:32 +05:30
kshitij 416d2a0157 fix(gateway): re-signal interrupts when work is still live at settle-window exit
Review follow-up for the salvaged #79881/#63963 stack: the shutdown
interrupt fires exactly once, but work can materialize AFTER that one
shot on BOTH sibling paths:

- a /v1/runs task admitted before the drain populates
  _active_run_agents only once _create_agent returns
  (queued-before-agent window);
- a _running_agents entry claimed as _AGENT_PENDING_SENTINEL is
  promoted to the real agent by track_agent() on its own schedule,
  after the one-shot walk skipped the sentinel.

Either way the settle loop waited on work nothing signaled, and the
turn went straight to the post-interrupt tool-subprocess kill — the
exact amputation the fix exists to avoid, in a rarer window.

If any work is still live when the settle loop exits, re-invoke
_interrupt_running_agents (which already skips sentinels and folds in
the API-server helper) so late-materializing agents on either path get
the cooperative interrupt. Regression test drives the real stop() path
with an accelerated loop clock and asserts exactly two interrupt
signals.
2026-08-07 14:11:18 +05:30
briandevans d9ddfb23d5 fix(gateway): interrupt every in-flight API turn on shutdown, not just /v1/runs
The shutdown drain ACCOUNTS for API-server work but never INTERRUPTS it.
`_drain_active_agents()` folds `_active_api_run_count()` into both its wait
loop and its `timed_out` verdict, while `_interrupt_running_agents()` iterates
`self._running_agents` only -- a dict no API turn ever enters, because the
API server owns its own agent lifecycle. `gateway/run.py` states the gap
against itself: "API-server / desk sessions have the same structural gap
(#63529)."

The user-visible result is that every gateway restart with a live API or
desktop turn burns the full drain timeout and then runs
`_kill_tool_subprocesses("post-interrupt")`, which amputates the turn's tool
subprocesses with no cooperative interrupt and no resume marker.

There are seven API agent-entry points. Six funnel through `_run_agent()`
(both session-chat routes, and `/v1/chat/completions` + `/v1/responses` in
streaming and non-streaming form) and are counted by `_inflight_agent_runs`;
the seventh, `/v1/runs`, runs its own lifecycle and is counted through
`_active_run_tasks`. None of the six has a run_id, so the run_id-keyed
`_active_run_agents` cannot reach them, and only two pass `agent_ref` -- which
lands in a caller-local list, not a registry.

So register once at the single unconditional creation site inside
`_run_agent`, beside the existing `_publish_turn_process_ownership()` call,
and unregister in the same `finally` that already clears it. That one
symmetric pair covers all six callers. The registry is adapter-owned and
keyed by object identity, kept separate from `_active_run_agents` because
that dict is run_id-keyed and scoped to the public `/v1/runs` stop API.

`interrupt_active_runs()` then walks both registries, deduped by identity, so
the interrupt set matches the set the drain waits on. The settle window after
the interrupt now polls API work as well: the interrupt is cooperative, and
without this the window closes the instant `_running_agents` is empty -- which
it always is for API turns -- and the tool kill lands on a turn that was asked
to stop microseconds earlier.
2026-08-07 14:11:18 +05:30
dsad 51fa7db469 fix(gateway): interrupt api server runs on shutdown timeout 2026-08-07 14:11:18 +05:30
poisdahl 30c1421acf fix(gateway): make retry archive preservation fail-safe 2026-08-07 13:56:18 +05:30
Adolanium 56fbac6b38 fix(gateway): preserve archived compaction history on /retry
/retry truncates the live transcript to before the last user message
and persists it via SessionStore.rewrite_transcript, which calls
replace_messages() with the default active_only=False. That DELETEs
every row for the session, including the soft-archived
active=0/compacted=1 rows that in-place compaction keeps on disk
(#38763), so any /retry after a compaction permanently wiped the
archived history. #57803 named this call site as a residual gap after
its global-default approach was rejected; the TUI sibling was fixed
in #80195.

The handler now probes has_archived_messages() (new SessionStore
wrapper, auto-exposed through AsyncSessionStore) and passes
active_only=True when archives exist, so only the live rows are
replaced. rewrite_transcript gains an active_only parameter that
defaults to False, keeping the destructive semantics yuanbao recall
redaction depends on. Also corrects the rewrite_transcript docstring,
which still listed /undo as a caller even though /undo soft-archives
via rewind_session.

The regression test drives _handle_retry_command against a real
SessionStore and SessionDB seeded with archived compaction rows and
asserts the archives survive.
2026-08-07 13:56:18 +05:30
kshitij 99237a4444 refactor: derive teams install hint via feature_install_command(venv_pip=True)
Fold the remaining simplify-code reuse finding: teams' _install_hint()
duplicated lazy_deps' spec-fetch + quote + join (feature_install_command
already builds pip commands from LAZY_DEPS). Add a venv_pip=True variant
to feature_install_command — sys.executable -m pip targeting, correct in
every install layout and immune to PEP 668 — and shrink the teams helper
to a one-line call.  Also gives matrix and the other platforms a shared
derived hint to adopt later.  New test mutation-checked (fails when
venv_pip returns the uv form).
2026-08-07 13:28:43 +05:30
kshitij f5784617e8 refactor: fold simplify-code review findings
- matrix/dingtalk: extract deps-only installers (ensure_matrix_deps,
  ensure_dingtalk_deps) and register THOSE as ensure_deps_fn — the prior
  check_*_requirements combined credential env checks with the install,
  so a platform configured via PlatformConfig.extra (which is_connected
  accepts) would pass enablement, reach create_adapter(), and have the
  'installer' veto on env-var grounds before installing anything —
  re-creating the #79812 deadlock for extra-configured setups.  The
  combined deps+credentials functions remain for setup/status callers.
- matrix/feishu passive probes: use the existing lazy_deps.is_available()
  instead of hand-rolling 'not feature_missing(...)' (reuse finding).
- teams: module docstring no longer recommends bare system pip (the
  PEP 668 trap purged everywhere else); docs troubleshooting row updated
  to match the new hint text.
- wecom_callback: drop dead 'global ET, DEFUSEDXML_AVAILABLE'
  (ensure_and_bind mutates the module dict directly; nothing assigns).
- tests: parametrized wiring contract for all 8 lazy-installable
  platforms — ensure_deps_fn present and distinct from check_fn
  (behavior contract, not identity snapshot, so renames don't churn it).
2026-08-07 13:28:43 +05:30
kshitij a658dfe509 fix: address self-review findings on the check_fn/ensure_deps_fn split
- gateway/config.py: rewrite the stale enablement-pass header comment that
  still described check_fn as 'the single source of truth for are-my-env-
  vars-set' / 'lazy-installs it' — both false under the new contract.
- teams: check_requirements docstring wrongly claimed credential checks
  (body checks only SDK/aiohttp presence); derive install_hint from the
  canonical LAZY_DEPS pins + sys.executable instead of hardcoding
  '~/.hermes/hermes-agent/venv/bin/pip' and version pins (wrong under
  HERMES_HOME overrides / profile installs; pins go stale on CVE bumps);
  connect() fatal-error hints now point at the venv pip instead of bare
  system pip (the PEP 668 trap the docs warn about).
- teams docs: drop exact version pins from the two manual-install commands
  (LAZY_DEPS is the source of truth; unpinned installs still work and the
  text can't go stale).
- hermes_cli/status.py: per-entry exception guard around check_fn so one
  raising probe can't abort the listing of all remaining plugin platforms
  (aligns with the other three call sites).
- tests: rename test_register_check_fn_is_active_lazy_installer ->
  test_register_splits_passive_probe_from_active_installer (name said the
  opposite of what it verifies).
2026-08-07 13:28:43 +05:30
kshitij 0d32607c62 fix(gateway): split check_fn (passive probe) from ensure_deps_fn (active installer)
PlatformEntry.check_fn served three contradictory roles: adapter-creation
gate, config auto-enablement gate, and status display. Plugins had to pick
one function for all three:

- Active installer as check_fn (discord/slack/telegram/matrix/dingtalk/
  feishu): every status display could pip-install SDKs as a side effect
  (the desktop 94% boot-loop class).
- Passive probe as check_fn (teams, wecom_callback): create_adapter()
  returned None before connect() could lazy-install, so the SDK never
  installed (#79812 deadlock; wecom_callback's platform.wecom_callback
  LAZY_DEPS entry was dead code).

The split makes both call sites correct by construction:

- check_fn is now contractually PASSIVE (probe only, never installs).
- New optional PlatformEntry.ensure_deps_fn is the ACTIVE installer;
  create_adapter() runs it exactly when check_fn is False — the platform
  is enabled+configured and the gateway is about to connect it.
- Config enablement keeps a configured platform whose deps are missing
  but installable; the install itself is deferred to create_adapter().
- Status surfaces (_platform_status, hermes status) read only the
  passive probe and can never trigger pip.

Migrated all lazy-installable platform plugins to the split; platforms
with no optional deps (irc/ntfy/buzz/simplex/line/a2a/...) are unchanged
— no ensure_deps_fn means a False check_fn stays a hard block.
wecom_callback gains a working installer for the first time.

Builds on @xxxigm's #79812 (both commits cherry-picked with authorship
preserved), reworking the check_fn swap into the two-field split so the
Teams fix doesn't reintroduce install-on-status.
2026-08-07 13:28:43 +05:30
xxxigm 98408f713b fix(teams): lazy-install SDK via registry check_fn
Platform registry create_adapter() gates on check_fn before the adapter
exists, so wiring the passive probe permanently blocked connect() and
the existing check_teams_requirements() lazy-install never ran.
2026-08-07 13:28:43 +05:30
kshitij a0801b878a fix: bind continuation-marker exclusions to the queried parent (fail-open fix)
Adversarial review of the salvaged recovery found a reachable fail-open:
compression continuations inherit the rotated agent's model_config
verbatim (publish_compression_child callers pass
agent._session_init_model_config), so a delegate subagent's continuation
carries _delegate_from=<the delegate's own parent>. The marker-PRESENCE
filters in reopen_orphaned_compression_session and
find_live_compression_child misclassified such a REAL continuation as a
delegate child:

- reopen: parent 'orphaned' -> reopened while a live continuation exists
  -> two live heads in one lineage (verified with a live repro)
- find_live: adoption misses the continuation (fail-closed, masked the
  fork pre-PR; the PR made it active)

Fix: markers only disqualify a child when they point at the queried
parent (shared _NON_CONTINUATION_CHILD_FILTER_SQL fragment, also
resolving the duplicated-SQL drift risk flagged by the reuse reviewer).
Both directions regression-tested: reopen fails closed on an
inherited-marker continuation; find_live adopts it.

Also from review: reopen-failure log raised debug->warning (the failure
hard-fails the turn moments later), commit-semantics hardening comment
on the lease DELETE path, blank-line nit.

The three read-only projection walks (get_compression_tip,
list_sessions_rich chain, resume walk) share the marker-presence shape
but fail closed (skip a continuation -> resume shows the parent), and
the fixed adoption path self-heals that case at turn start; left as-is.
2026-08-07 13:24:56 +05:30
izumi0uu 95a7058e4b fix(sessions): fence expired orphan recovery leases 2026-08-07 13:24:56 +05:30
izumi0uu 988f2baaf8 fix(sessions): recover compression parents without continuations 2026-08-07 13:24:56 +05:30
liuhao1024 66c60f81b6 fix(cron): thread per-run prompt through cronjob(action='run') (#57331)
Salvaged from PR #57342 by @liuhao1024 (with the injection-scan half
from PR #57360 by @ghedeselmabot): cronjob(action='run', prompt=...)
silently discarded the prompt argument — per-run context never
reached the spawned cron session.

The prompt is now threaded as extra_prompt through the whole chain
(cronjob run action → _try_dispatch_background_run/_execute_job_now →
_run_claimed_job → run_one_job → run_job → _build_job_prompt) and
appended to the stored prompt under a '## Run Context' header for
that single fire only — never persisted to the job definition. It
passes the same strict _scan_cron_prompt injection scan as stored
prompts before firing, and works identically on the background and
sync fallback paths.

Test fakes across tests/cron/ updated to accept the new kwargs
(sibling-test blast radius from the signature change).

Co-authored-by: liuhao1024 <liuhao1024@users.noreply.github.com>
2026-08-06 23:14:55 -07:00
liuhao1024 fa96419993 test(cron): add _build_job_prompt extra_prompt regression tests
Pins the scheduler-boundary contract: extra_prompt is appended under
'## Run Context', does not mutate job['prompt'], and the header is
absent when extra_prompt is omitted.

Addresses review feedback from harjothkhara on PR #57342.
2026-08-06 23:14:55 -07:00
Fly 7a5fe00244 fix(cron): deliver manual runs on gateway loop 2026-08-06 23:14:55 -07:00
Teknium 3671c9f188 fix: share in-flight cron dedupe between ticker and manual runs
Salvaged from PR #53395 by @izumi0uu: the fire claim's 300s TTL is
routinely outlived by real cron jobs, so claim_job_for_fire alone
cannot stop a manual cronjob(action='run') from double-firing a job
the ticker (or another manual run) is still executing.

Extract the ticker's _submit_with_guard running-set check into shared
module-level helpers (try_register_running_job / release_running_job)
and register manual runs through the same set — one dedupe owner, no
drift. Manual runs also become visible to get_running_job_ids (the
gateway shutdown drain, #60432) and mark_running_jobs_interrupted,
which previously could not see them.

The background dispatch path pre-checks the running set so a mid-run
job reports 'already running' in the tool response immediately
instead of as a delayed error completion event; the authoritative
atomic check remains in _run_claimed_job on the worker.

Co-authored-by: izumi0uu <izumi0uu@gmail.com>
2026-08-06 22:19:36 -07:00
Teknium 7ab42dda60 fix: dispatch cronjob(action='run') to the background like delegate_task
A manual cronjob run executed the job synchronously on the calling
agent's tool thread. A cron job is a full agent run that routinely
takes minutes to hours, so the parent turn sat inside ONE tool call
the whole time: uninterruptible (the interrupt flag is only checked
between loop iterations) and serial (a batch of manual runs executed
one by one). A Telegram session that kicked off dozens of new jobs
'right now' was wedged for hours ignoring every interrupt.

action='run' now rides the async-delegation rail delegate_task
background mode uses: the at-most-once claim is taken synchronously
(so paused/missing/already-firing jobs still report immediately),
the run executes on the shared daemon executor, the tool returns at
once with a delegation handle, and the job's outcome re-enters the
conversation as a type='async_delegation' completion event through
the existing completion-queue drains (CLI + gateway) — preserving
message-role alternation and the prompt cache.

Sync fallbacks preserved:
- no routable session (direct Python callers, hermes cron run)
- async delivery unsupported (hermes -z, cron child sessions,
  Kanban workers, stateless HTTP)
- dispatch pool at capacity (claim already taken — runs inline
  rather than stranding it)

The completion block reports ok/failure, delivery target, next
scheduled run, and an excerpt of the job's saved output.
2026-08-06 22:19:36 -07:00
Teknium 32e7fb07a0 feat(/learn): expansive knowledge-base skills for books and large corpora
Inspired by virgiliojr94/book-to-skill (MIT): /learn now picks the skill
shape by the source. Workflows and small sources still get one tight
SKILL.md; books, paper stacks, specs, and large doc corpora get a
knowledge-base layout — a lean always-loaded SKILL.md index plus one
distilled file per chapter/topic under references/, loaded on demand via
skill_view so query cost stays proportional to the answer.

- agent/learn_prompt.py: new _KNOWLEDGE_SKILL_STANDARDS block (index +
  per-chapter references/, structure-not-summary distillation, never
  reproduce source passages, fold-in instead of duplicating) and a
  _SOURCE_HYGIENE block pinning extracted source text as data and
  dropping invisible/bidi Unicode (Trojan Source class). Clarified that
  the ~200-line cap and hub-skill ban apply to SKILL.md itself, not a
  knowledge skill's own references/ files.
- tests: contracts for the knowledge-base layout, the three embedded
  standards blocks, and the source-hygiene coverage.
- docs: skills.md documents the knowledge-base shape.
2026-08-06 22:14:52 -07:00
Jeffrey Quesnelle db407c8c93 Merge pull request #80797 from NousResearch/fix/sidebar-stale-schema-probe
fix(desktop): derive the stale-schema read probe from SCHEMA_SQL
2026-08-07 00:56:48 -04:00
emozilla bdee48928f fix(dashboard): derive the stale-schema read probe from SCHEMA_SQL
After `hermes update`, the desktop sidebar showed "No sessions yet" until
the user's first message. #72424 added sessions.last_activity_at, which
list_sessions_rich now selects — but column adds only land through
_reconcile_columns() in the writable _init_schema, and read-only opens
skip that by design. Every sidebar read path opens state.db read-only, so
each poll raised "no such column: s.last_activity_at" until the first
prompt's lazy session-row persist forced a writable open and reconciled.

A heal for exactly this class already existed (_open_session_db_for_profile
probes the read-only handle and does a one-time writable reopen on
staleness), but its probe was a hand-written four-column list that never
learned last_activity_at — it went stale three days after shipping. And the
batched sidebar route (/api/profiles/sessions/sidebar) bypassed the helper
entirely, swallowing per-profile failures into an errors array the desktop
never surfaces, so the incident produced an empty sidebar with clean logs.

The fix removes the maintenance burden instead of paying it once more:

- hermes_state_schema.schema_read_probe_statements() derives one
  `SELECT <every declared column> FROM <table> LIMIT 0` per table from
  SCHEMA_SQL via the existing _parse_schema_columns() — the same source of
  truth the writable reconciler diffs against, so any future ADD COLUMN is
  probed with no list to update. Column references are table-qualified:
  an unqualified double-quoted identifier that fails to resolve silently
  degrades to a string literal (SQLite's double-quoted-string misfeature)
  and would make the probe pass on exactly the store it exists to catch.

- web_server splits the heal into a path-level _open_session_db_at_path
  (semantics unchanged) so the cross-profile session routes can share it;
  both profiles.py loops and _count_status_active_sessions (the remaining
  raw read-only sibling) now open through it. The heal stays a helper
  rather than a SessionDB classmethod on purpose: escalation-to-writable
  must remain an explicit caller decision — update_cmd.py opens read-only
  mid-update and must never write.

- Exhaustion guard: if the writable heal SUCCEEDS and the re-probe still
  fails (a schema problem ADD COLUMN cannot express), the store is marked
  exhausted — warn once, skip the probe, serve reads probe-less — instead
  of re-running the full writable init on every poll against a possibly
  live DB. A FAILED writable open (transient lock) is deliberately not
  recorded, so the next poll retries the heal.

- The per-profile swallow sites in profiles.py now also log a deduplicated
  warning, so a persistent read failure is loud in errors.log even though
  the response errors array stays invisible to the sidebar.

Tests: probe/SCHEMA_SQL coverage invariants (tests/test_schema_read_probe.py),
last_activity_at added to the /api/sessions heal parametrize, a sidebar-route
heal test reproducing the shipped symptom (errors == [] and the session
returned against a store missing the column), and an exhaustion test pinning
exactly one writable open. The sidebar and last_activity_at tests fail on
main.
2026-08-07 00:41:58 -04:00
brooklyn! 55505be152 Merge pull request #80770 from NousResearch/bb/desktop-session-integrity
fix: preserve session history when a turn crashes
2026-08-06 22:12:22 -06:00
Brooklyn Nicholson fc05247be8 fix: preserve session history when a turn crashes 2026-08-06 23:08:23 -05:00
brooklyn! 623d5c93e0 Merge pull request #80736 from NousResearch/bb/reasoning-summary-blocks
Reasoning steps read as separate blocks again instead of one glued paragraph
2026-08-06 22:02:13 -06:00
Brooklyn Nicholson 6bb630ef78 fix(codex): split reasoning summary parts on summary_index
The native Responses stream does carry summary_index, so the part boundary is
structured data here rather than something to infer. Break on a change of
index, and leave streams that send no index (plain reasoning_text) untouched.
2026-08-06 22:02:46 -05:00
Brooklyn Nicholson 0f83661808 fix(reasoning): keep gpt-5.x summary parts as separate blocks on the chat wire
Reasoning-summary models emit one reasoning_content delta per completed
summary part, each a self-contained bold heading. The Responses API delimits
those parts with summary_index; the OpenAI chat wire carries no such field —
verified live against Nous Portal, whose reasoning chunks contain nothing but
delta.reasoning_content — so concatenating them glued every part into one
unspaced, half-bold paragraph.

Re-derive the boundary from the signal the wire does carry: a delta opening a
closed bold heading against a mid-line tail. This matches Hermes own Responses
adapter, which already joins its summary parts with a blank line.
2026-08-06 22:02:37 -05:00
brooklyn! 4b0238578e Merge pull request #80711 from NousResearch/bb/sidebar-pin-sort
Pin as many sessions as you want, and they stay where you put them
2026-08-06 20:33:14 -06:00
Brooklyn Nicholson cef7d1a1e1 fix(api): persist session pins instead of 400ing them
PATCH /api/sessions/{id} only accepted title and end_reason, so the
`pinned` flag the desktop sends was rejected as an unsupported field —
and the client swallows that error. Pins lived in one app's localStorage
and never reached state.db, which also meant the server-side auto-archive
sweep was free to hide the chats a pin exists to keep.

Accept pinned and archived as booleans, route them to the SessionDB
setters that already existed, and include both in the serialized session
so clients can reconcile against server truth.
2026-08-06 21:10:54 -05:00
rob-maron 226b095a59 Fireworks user agent (#80422) 2026-08-07 01:49:57 +00:00
Brooklyn Nicholson 7ad9ace2cc fix(agent): the desktop's tools reach it on remote and cloud backends too
The pane, in-app browser, and reaction tools were gated on HERMES_DESKTOP=1 —
an env var set only on backends Electron spawns itself (local and SSH). A
desktop client connected to a plain URL gateway or Hermes Cloud lost all six:
they were stripped from the schema before the model saw them, on the same
backend whose platform hint was telling it "you are chatting inside the Hermes
desktop app". open_preview, read_preview, read_terminal, close_terminal,
focus_pane, and react_to_message were all silently absent.

The client is not the host. Capability now resolves from the session's own
source, which session.create already carries:

- The six tools move into a `desktop_ui` toolset, off _HERMES_CORE_TOOLS so no
  other platform pays their schema.
- _gui_surface_toolsets(platform) folds `desktop_ui` (and the existing
  `project` tools) into the GUI gateway's resolution when the session's
  platform is the desktop app — the same answer on every topology.
- check_fn drops the env probe. It kept the one thing that is genuinely a
  per-process/user fact: react_to_message's display.message_reactions opt-in,
  which the desktop mirrors onto whichever gateway it is connected to.

react_to_message was doubly broken: it read that toggle behind the env gate, so
even a local-backend user's Settings toggle could not reach a remote session.

The embedded terminal pane keeps working correctly the other way round: it runs
`hermes --tui` against a desktop-spawned backend, and a tui-sourced session
gets no GUI tools even though HERMES_DESKTOP=1 is set on that process.
2026-08-06 19:35:47 -06:00
Rob Hilgefort 65b7151dbd fix(launchd): require a supervised PID to call a reload successful
The reload retry loop treated `launchctl list <label>` exit 0 as success,
but exit 0 also covers a registered-but-not-running definition (macOS 26+
`state = not running`) — the same trap _probe_launchd_service_running
already guards against. Require a PID so success means launchd is
supervising a live process, in both the Python loop and the shell helper.

Verified against live launchd: a RunAtLoad=false job reports exit 0 with
no PID, which the old check accepted and the new one rejects.

Note this is NOT what distinguishes a draining instance — measured, the
label deregisters within ~1s of bootout while the old process drains on.
Waiting for the old PID to exit is what covers that.
2026-08-07 06:55:27 +05:30
Rob Hilgefort a1e4c905f5 fix(launchd): stop stranding gateway label on plist reload
Reload chose the in-process bootout/bootstrap path based on POSIX
ancestry, but bootout tears down the job's process coalition, and
coalition membership is inherited at spawn and survives reparenting.
A gateway-spawned process reparented to PID 1 is no longer an ancestor
yet still dies with the coalition, so the retry loop was killed
mid-bootstrap and nothing re-registered the label (KeepAlive can't
revive a job launchd no longer knows about).

- always prefer the detached transient-job helper; it's also correct
  when genuinely outside the coalition, just asynchronous
- wait for the old gateway PID to exit before bootstrapping; bootout
  only sends SIGTERM and every bootstrap during the drain fails EIO
- fall through to the in-process path when the helper can't spawn
  instead of leaving the plist rewritten but never reloaded
2026-08-07 06:55:27 +05:30
SmokeDev 9d4ef04ed0 fix(delegation): bind steering to session generation 2026-08-06 09:40:27 -07:00
SmokeDev a94ebf5f5e fix(delegation): harden steer lifecycle ownership 2026-08-06 09:40:27 -07:00
SmokeDev 60e1f7517c fix(delegation): surface a child's undelivered steer instead of dropping it
The turn finalizer already hands back steer text that queued after the
final tool batch — result["pending_steer"], with the comment "hand it
back to the caller so it can be delivered as the next user turn instead
of being silently lost." Every interactive surface honors that contract
(cli.py, gateway/run.py, tui_gateway/server.py all requeue it). The
delegation layer doesn't: _run_single_child never reads it, so a steer
queued into a delegated child that finishes first vanishes with no trace
in the completion entry. There is also no sanctioned sender: the registry
has interrupt_subagent() but no redirection-side mirror, and session.steer
cannot reach children (lazy watch sessions have agent=None, so it 4010s).

Complete the contract for delegated children — both halves:

- steer_subagent(subagent_id, text): redirection-side mirror of
  interrupt_subagent(). Resolves the live child in _active_subagents and
  queues text via AIAgent.steer(). True means queued, not delivered.
- missed_steer retention: when the child's result carries pending_steer,
  _run_single_child names it on the completion entry (missed_steer field
  plus a summary note) so the parent can re-issue the guidance instead of
  trusting it landed. This is what makes adding a sender safe: without it
  the finish-before-drain race silently loses the text — the exact loss
  the finalizer contract exists to prevent.
- subagent.steer gateway RPC beside subagent.interrupt so programmatic
  hosts (dashboard, voice layers, ACP bridges) get an in-tree caller;
  catalogued in programmatic-integration.md.
- docs: "Steering a Running Subagent" section in delegation.md covering
  the queued-vs-delivered semantics.

Tests: registry-level steer coverage (delivery, unknown id, empty text,
dead record, raising agent), the finish-before-drain race retaining
missed_steer, and the RPC contract (4000/4002 validation, queued and
rejected envelopes).
2026-08-06 09:40:27 -07:00
Teknium 19fc9c103e fix(tests): fail hard when pytest resolves the production state.db (live-DB isolation guard)
Forensics on a live developer machine found pytest fixture rows inside the
REAL ~/.hermes/state.db — sessions with chat_id 'chat-1', '123', 'wx-chat',
and gateway_routing rows whose scope was literally under /tmp/pytest-of-*/.
A pytest-spawned process also opened the live DB and flipped its journal
mode (journal_mode=DELETE fallback on SQLite 3.50.4) under the WAL-mode
gateway writer, destroying committed transcripts ("Persisted transcript
lagged live cached history ... possible FTS write corruption", 15+
occurrences). The existing live-system guard covers kill primitives but not
the SessionDB/SessionStore write paths.

Root cause (leak vector): the session-level HERMES_HOME sandbox in
tests/conftest.py only created a tempdir when HERMES_HOME was UNSET. On a
machine where the shell (e.g. gateway-launched, or an exported
HERMES_HOME=~/.hermes) hands pytest the production home, the sandbox was
skipped entirely — every argless SessionDB()/SessionStore() and every
collection-time DEFAULT_DB_PATH froze onto the real state.db.

Fixes (fail the class, one owner):

* hermes_state._ensure_test_isolation(): single choke point wired into
  SessionDB.__init__ (every construction, incl. read_only). Under pytest
  (PYTEST_CURRENT_TEST / PYTEST_VERSION — inherited by subprocess
  children), a db path resolving to <real-root>/state.db or
  <real-root>/profiles/<name>/state.db raises RuntimeError('live-system
  guard: ...') before any connection, mkdir, or journal-mode pragma.
* tests/conftest.py: session sandbox now also tempdir-redirects a pre-set
  HERMES_HOME that points at the production root (the actual escape
  vector); kanban deny-list capture updated to match. New autouse
  _state_db_write_guard fixture honors the existing
  @pytest.mark.live_system_guard_bypass marker as the escape hatch and
  feeds custom (non-~/.hermes) production roots into the guard deny-list.
* gateway/session.py: SessionStore.__init__ no longer swallows the guard's
  RuntimeError into the JSONL fallback — guard trips are loud.
* tests/hermes_state/test_live_db_isolation_guard.py: behavioral
  regression tests — production paths (direct, profile, read-only,
  unnormalized, default-resolution) raise; tmp HERMES_HOME works; bypass
  marker works; SessionStore re-raises guard errors but still degrades on
  ordinary failures; subprocess child without HERMES_HOME is refused while
  a hermetic child succeeds.

No new HERMES_* env vars; no hardcoded ~/.hermes (platform root comes from
hermes_constants._get_platform_default_hermes_home()).
2026-08-06 07:49:50 -07:00
Teknium c4aea32317 fix(db): never downgrade journal mode on a database with concurrent openers
The WAL-reset-vulnerability gate (#70055 lineage) could flip a LIVE WAL
database to journal_mode=DELETE while another process was writing to it.
Observed on state.db (Aug 5): a pytest process on the repo .venv (SQLite
3.50.4, vulnerable) opened the live ~/.hermes/state.db while the gateway
(SQLite 3.53.1, WAL) held it, downgraded the journal mode, and destroyed
the gateway's committed-but-uncheckpointed WAL transactions (disk rows
went 10 -> 0 while memory held 185). cron/executions.db already had the
"leave WAL in place, no live downgrade under concurrent openers" rule via
the on-disk WAL probe; state.db and every other store shared the hole
whenever the mode PROBE itself was blocked by a concurrent opener's locks
("could not read the mode" was treated as "not WAL" -> flip anyway).

Generalized in the single journal-mode owner (apply_wal_with_fallback),
covering ALL call sites (state.db, kanban.db, projects.db,
cron/executions.db, delivery_ledger, async_delegation,
verification_evidence, discord recovery, response_store.db,
memory_store.db):

- _set_journal_mode_no_wait(): the only journal-mode switch primitive for
  non-WAL targets. Forces busy_timeout=0 around the pragma so SQLite's own
  exclusivity requirement for leaving WAL becomes the concurrent-opener
  detector — any other opener (this process or another) makes the flip
  fail immediately instead of waiting out a busy timeout and sneaking the
  flip in under a live writer.
- Vulnerable-SQLite gate: an unreadable journal mode (probe blocked) now
  means "ownership not provably exclusive" — leave the mode untouched and
  warn, never flip. A lock conflict on the flip itself likewise leaves the
  mode alone.
- Configured journal_mode=delete: refuses (raises) rather than downgrading
  blind when the mode cannot be verified under a concurrent opener.
- Filesystem-incompat fallback: re-raises instead of downgrading when the
  on-disk mode cannot be verified.
- New/exclusively-owned DBs on vulnerable builds behave exactly as before
  (DELETE gate retained per #70055).

Behavioral tests use a REAL second process (and a real second connection
holding an exclusive lock) with the blocked-state assertions running WHILE
the holder owns the DB, plus exclusive-ownership downgrade-still-happens
coverage.
2026-08-06 07:49:42 -07:00
Teknium 70de958921 fix(cron): lifecycle guard — never crash on binary referenced paths, stop matching lifecycle words inside SQL/text
Two live failures on the same guard (cron/lifecycle_guard.py), both of
which blocked legitimate diagnostics from inside the gateway:

1. Crash class: the referenced-script walk read compiled binaries as if
   they were shell scripts. Reading/inspecting a referenced file is now
   best-effort by construction: executable magic numbers (ELF, PE,
   Mach-O fat/thin) short-circuit before any full read via a 4KB sniff,
   NUL-bearing heads are skipped as non-scripts, and unreadable paths of
   every kind (NUL bytes in the token, ENAMETOOLONG, missing files)
   degrade to "nothing to scan" instead of raising. A second fail-safe
   layer wraps the pure-string fallback so the boundary function stays
   total even if the tokenizer itself fails.

2. False-positive class: the lifecycle regex matched its command shapes
   inside DATA arguments — SQL string literals passed to sqlite3/psql
   and grep/rg/journalctl patterns hunting for the lifecycle string in
   logs. Added a fail-closed second-pass exemption: on a raw regex hit,
   re-scan with data-sink executables' arguments masked; only a match
   that survives (i.e. sits in command position) blocks. Masking is
   skipped for pipes into shells/xargs, command/process substitution,
   sqlite3 dot-commands and psql backslash escapes, so it can only ever
   allow, never miss.

Behavioral tests: exact live false-positive shapes as negatives, the
smuggling shapes as positives, the kill-primitive positive catalog
unchanged, and an adversarial never-raises suite (NUL bytes, non-UTF-8,
/dev/*, directories, missing files, magic-prefix binaries).
2026-08-06 07:49:35 -07:00
kshitij 863e313185 fix: close simplify-pass findings — scheduler sibling site + home-unresolvable totality
3-reviewer simplify pass (reuse/quality/efficiency) findings:

- cron/scheduler.py _run_job_script: the ORIGINAL that
  lifecycle_guard._resolve_script_path documents mirroring had the exact
  same unguarded expanduser() — a NUL-bearing script value survives
  creation (the guard treats it as nothing-to-scan) and crashed the
  scheduler at fire time with ValueError instead of a clean job failure.
  Same ingestion contract applied; regression test added.
- lifecycle_guard._resolve_script_path: get_hermes_home() -> Path.home()
  raises RuntimeError when neither HERMES_HOME nor HOME resolves
  (arbitrary-UID containers); the cron entry point called it bare.
  Caught -> None; totality test added.
- terminal_tool: stale 'cat ...' docstring updated to the bounded
  head -c form.
- lifecycle_guard: dead 'script_text and' condition dropped (guarded by
  'if not script_text: continue' directly above).

Efficiency reviewer: no material findings (measured — encode/expand
costs negligible vs walk I/O, no timing regression vs base).
2026-08-06 17:36:40 +05:30
kshitij c8d48b8b13 fix(cron): make the lifecycle guard total — sanitize at ingestion, not per-syscall
The guard feeds untrusted byte streams (tokenized binaries, remote cat
output) into OS-path and shell-text operations; every incident so far
(#76762, #77703, #77780, #78256, #77729) was hot-fixed with an except at
whichever frame crashed that week. tilllt's regression suite on #79454
showed 4 members of the class still open on merged main. Close the class
at three boundaries instead:

- _expand_candidate_path(): single ingestion chokepoint for path
  candidates — reject NUL/empty tokens before any Path OS call and
  tolerate ValueError/RuntimeError/OSError from expanduser (T1/T2, plus
  the HOME-unset launchd crash). Both _resolve_terminal_script_path and
  _resolve_script_path now go through it.
- _sanitize_remote_script_text(): apply the local-read contract (NUL =
  binary = nothing to scan; >1MiB = fail closed) to whatever any
  read_remote_script callback returns, at the recursion boundary — the
  guard stops trusting its callbacks (T3/T4).
- contains_gateway_lifecycle_command_or_referenced_script() is now total
  by construction: direct regex scans (pure string ops) run first; the
  best-effort filesystem walk is wrapped so an unexpected failure logs a
  warning and falls back to the direct-scan verdict instead of killing
  every terminal command until gateway restart.

terminal_tool's remote fallback also bounds the read at the source
(head -c 1MiB+1 instead of cat), so a 166MB ELF never crosses the wire —
the superlinear-shlex 30-minute stall from #79838's field report drops
to a 0.02s fail-closed verdict.

Regression tests: tilllt's T1-T4 adopted verbatim, plus an adversarial
never-raises sweep (NUL paths, unset HOME, over-long paths) and a
walk-crash fallback test.
2026-08-06 17:36:40 +05:30
kshitij ea0d54db1d refactor: fold /simplify-code findings
- Single source for the approval-derived bound: public human_wait_ceiling()
  in tools/approval.py; the gate's lock-timeout helper delegates to it
  instead of re-deriving timeout + margin (was duplicated in two modules
  and reached for a private _get_approval_timeout).
- Shared _clamped_window_seconds() for the close-time accrual and the
  open-window read, so the two clamps are identical by construction.
- Gate __init__ grows session_key kwarg; tests construct via the real
  constructor instead of mutating privates post-hoc.
- Gateway test resolves its pending approval via resolve_gateway_approval()
  (the production /deny path) instead of hand-rolling queue-entry internals.
- Docstring accuracy: human_wait_seconds monotonicity caveat under cap
  eviction; s/pre_tool_block/pre_tool_call/ hook name.
2026-08-06 17:03:10 +05:30
kshitij 10fb01e725 fix: harden human-wait tracker from review findings
Review-driven follow-up to the #79719 fix:

- Clamp the CLOSE-side accrual too: a wedged window that eventually closed
  used to inject its full unclamped overstay into completed_seconds,
  retroactively extending a running batch's deadline by hours. Both clamps
  now share one ceiling helper (_human_wait_ceiling = approvals.timeout +
  HUMAN_WAIT_MARGIN_S), and the gate's lock-timeout uses the same margin
  constant so the bounds cannot drift apart.

- Evict idle sessions until the table is under the cap (was: at most one
  per insert, so churn could outgrow _HUMAN_WAIT_MAX_SESSIONS). Entries
  with an open window are still never evicted.

- Log (debug) instead of silently swallowing a failed session-key snapshot
  in the gate constructor.

Tests: close-side clamp regression + table-cap assertion added; suite at
17 passed.
2026-08-06 17:03:10 +05:30
kshitij 3305cfd2bb fix(agent): measure batch-deadline exclusion at the human wait, not authorization-gate residency
A tool wedged inside _ConcurrentToolAuthorizationGate hung the whole turn
forever (#79719): excluded_seconds() measured residency in gate.run() —
arbitrary code — so an open window grew 1:1 with wall clock and the batch
deadline's remaining was constant (remaining = deadline - window_started;
now cancels out). A hanging pre_tool_call plugin or an approval round-trip
to a dead client defeated the deadline entirely. The serialization lock was
also an unbounded acquire, so every other worker needing authorization
parked behind the wedged holder forever.

Fix, in two halves:

- tools/approval.py grows per-session human-wait accounting
  (human_wait_window / human_wait_seconds). The two places that are
  verifiably blocked on a HUMAN — the CLI approval prompt and the gateway
  approval poll loop — mark their own windows. Both are intrinsically
  bounded by approvals.timeout; the open-window read is additionally
  clamped to that timeout plus a margin as belt-and-braces.

- _ConcurrentToolAuthorizationGate keeps only serialization, with a bounded
  acquire (approvals.timeout + 60s; on expiry the prompt runs unserialized —
  the same degradation the start-order gate accepted in #79705).
  excluded_seconds() becomes a baseline-delta read of the session's
  human-wait total.

A wedged plugin now contributes nothing to the exclusion, so the batch
times out at the normal deadline with correctly labeled results, while a
genuine approval wait — which can legitimately exceed any fixed bound —
still extends the deadline in full. E2E (real AIAgent, worktree imports):
wedged-plugin batch on main never ends (>30s observed, 3s deadline); with
the fix it ends at 3.0s. A 4s simulated approval over a 2s deadline
completes without a timeout label.

Closes #79719
2026-08-06 17:03:10 +05:30
kshitij aaf9688519 refactor(gateway): extract the hygiene recovery gate and forward the failure reason
Follow-up to c0d974b19 (#79741). Three review findings against that commit,
none of which change the escalation behaviour it shipped.

1. The recovery decision lived inline in `_handle_message_with_agent`, a
   ~2000-line async method, so the only way to pin it was a test that read
   `inspect.getsource(...)` and asserted on substrings. AGENTS.md bans reading
   source in tests outright and names this exact situation: "if the logic lives
   inline in a god-file (gateway/run.py) and extracting it feels disruptive:
   that's the actual signal to do the extraction, not to regex around it."

   Those tests were not merely stylistically wrong, they were actively harmful.
   One asserted the substring `_new_tokens < _approx_tokens` was PRESENT -- so
   it passed while the gate had the bug that substring represents, and had to be
   edited when the gate was fixed. It failed on correct code and passed on
   broken code, in one assertion.

   Extracted `hygiene_compaction_recovered()` as a module-level pure predicate
   and replaced the three source-reading tests with eight direct unit tests.
   The extraction immediately earned itself: the new tests caught a `NameError`
   (the predicate called `compression_made_progress` while the module bound it
   under an alias) that a source-text assertion cannot see, because the symbol
   is spelled correctly in the source and only fails at runtime.

2. The gate inferred "did the transcript actually get rewritten" from a numeric
   side effect -- the degenerate "did not rotate or compact in place" path
   (#21301) reuses the pre-compression counts -- when the booleans
   `_hyg_rotated` / `_hyg_in_place` were already in scope and explicitly set
   False on that path. The predicate now takes them directly, so a future edit
   that re-estimates instead of reusing the old counts cannot silently defeat
   the escalation.

3. `_record_hygiene_cooldown` passed no `error` to
   `record_compression_failure_cooldown`, which writes `compression_failure_error`
   unconditionally -- so a hygiene failure clobbered to NULL whatever reason the
   in-conversation path had recorded, and readers then show the user "unknown
   error" (agent/manual_compression_feedback.py, gateway/slash_commands.py). The
   reason was already in hand at both call sites. Pre-existing from #74136 but
   amplified by escalation: a blank reason on a 45-minute cooldown is far more
   user-visible than on a 5-minute one.

Also: the ladder docstring described the compressor's absolute 60/300/900s
ladder while the constant is multipliers (1, 3, 9); the config docs still
described `hygiene_failure_cooldown_seconds` as a flat interval rather than the
first rung of a capped ladder; and `PersistentState.hygiene_failure_streak` now
documents that it is process-local by design -- keying on `session_key` is what
survives compaction rotation, which the persisted `compression_*_streak`
columns cannot express since they key on the rotating `session_id`. Making it
durable is a schema change, tracked on #79624 rather than smuggled in here.

Also replaces the file's hand-written `_Runner` stub with
`object.__new__(GatewayRunner)` (already the idiom elsewhere in the same file).
The stub reimplemented `_session_state` and `_peek_session_state`, so the tests
exercised copies that could drift from production; using the real class
immediately made one assertion stronger -- on a fresh runner `_sessions` does not
exist at all until something materialises it, so the reset provably did not even
create the map.

A review pass on this follow-up then caught that the CALL SITE was still
unbound: deleting the whole `if not _hyg_aborted: if
hygiene_compaction_recovered(...)` block left every ladder test green, because
the unit tests prove the predicate correct without proving it is wired in. The
merged commit had the same gap and its only cover was the banned source-reading
test. `test_session_hygiene_forces_in_place_compaction_with_bound_session_db`
now spies the reset on a genuine in-place compaction, so deleting the wiring
fails. Two earlier attempts at this test did NOT close the gap -- asserting on
streak VALUES passes either way, since the streak is 0 whether or not the gate
ran; only a positive spy assertion on a recovering run detects the deletion.

Same pass also corrected an overstatement: point (2) is hardening, not a live
bug. The degenerate path also sets `_new_count = _msg_count` and `_new_tokens =
_approx_tokens`, and `compression_made_progress(n, n, t, t)` is always False, so
the merged code already declined to reset there. A 200k-trial fuzz over the
reachable state space found zero behavioural disagreements between the merged
gate and this one. The guard's value is surviving a future edit that stops
reusing those counts.

Tests: 28 in tests/gateway/test_hygiene_failure_cooldown_ladder.py (8 new unit
tests for the predicate, 3 for reason forwarding, 3 source-reading tests
deleted). All 5 mutations caught -- including one that restores the hand-rolled
comparison and one that removes the rotated/in_place guard. Two mutations
initially SURVIVED and exposed vacuous tests of my own: the no-rewrite test used
counts the progress predicate already rejects, so it passed without binding the
guard at all; it now passes counts that read as progress on their own, proving
the guard is what rejects them. gateway hygiene + session-state + agent
compression-progress suites: 54 passed; ruff clean.

Refs #79624
2026-08-06 15:04:53 +05:30
Teknium 8f2712725a feat: /refine — run the memory/skill self-improvement review on demand
/refine [focus] fires the existing background review fork
(AIAgent._spawn_background_review) immediately instead of waiting for
the automatic 10-turn memory / 10-iteration skill nudge counters.
Optional focus instructions are appended to the review prompt so the
fork prioritizes what the user asked for (e.g. '/refine save the
deploy workflow as a skill').

- New optional focus parameter threaded through
  _spawn_background_review -> spawn_background_review_thread.
  Automatic post-turn reviews pass None and their prompts are
  byte-identical to before.
- CLI handler snapshots conversation_history; gateway handler pulls
  the idle session's cached AIAgent from _agent_cache (rejected while
  the agent is running).
- Review runs in a daemon thread against the snapshot — live
  conversation, message alternation, and prompt cache untouched.
- Slack stays under the 50-slash cap via /hermes refine.

Adapted from the /refine concept in Prime Intellect's Prime-Agent
(Continual Harness); Hermes' equivalent durable state is the
memory + skill stores, so the review fork is the natural target.
2026-08-05 22:40:51 -07:00