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>
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>
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.
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.
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).
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).
- _sanitize_remote_script_text: compare re-encoded BYTES against the cap,
not characters — a >1MiB multibyte file truncated at the head -c byte
bound decodes to fewer chars than bytes and would have scanned the
truncated text instead of failing closed (the exact local/remote
divergence this PR closes).
- terminal_tool: replace the three hardcoded 1MiB literals with
lifecycle_guard._MAX_REFERENCED_SCRIPT_BYTES so the budget cannot
drift; use the redirect-safe 'head -c N < path' form from
tools/image_source.py so leading-dash paths stay out of argv.
- Public guard wrapper: drop the duplicate depth-0 direct scan — the
walk already runs it; the except-path now falls back to the pure
string scans, preserving the direct verdict when the walk crashes.
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.
- 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.
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.
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
The read_file description added in #79781 states that PDF, legacy
Office, OpenDocument, RTF, and EPUB convert via the optional anydoc
converter, unconditionally. Conversion actually depends on the lazy
install succeeding, security.allow_lazy_installs, and the file being
readable from the Hermes host, so the schema overpromises and the model
learns to expect conversion in environments that can never provide it.
The description now says these formats convert when the optional anydoc
converter is available, and that the auto-install applies where
installs are permitted.
The anydoc path from #79781 passed every covered file straight to
to_markdown with no pre-check. anydoc loads the whole document through
its Rust core and the read_file char budget only applies after
conversion, so one large PDF or deck could pin a tool turn and spike
RAM.
_extract_anydoc now rejects inputs over MAX_ANYDOC_BYTES (50 MB) with
ExtractionError before calling the converter, which routes them to the
existing read_file fallthrough instead of converting. No timeout is
added: the conversion is a synchronous Rust call that cannot be
cancelled from Python, so a thread-based deadline would bound the wait
but leave the RAM burn running in the background.
The first _anydoc() load cached None on any failure (network blip,
missing wheel, pip race), so one bad first try disabled document
extraction for the rest of the process. Long-lived gateway and desktop
workers never recovered.
Failed loads now cool down for ANYDOC_RETRY_SECONDS and retry instead
of sticking, and a lock serializes first use so parallel readers cannot
double-install or race a failure into the cache. Successful loads are
still cached for the process lifetime.
read_file's auto-extraction covered only the stdlib trio (.ipynb/.docx/
.xlsx). firecrawl-anydoc (MIT, Rust core, imports as `anydoc`) converts
Word, PowerPoint, Excel — including legacy .doc/.ppt/.xls — OpenDocument,
RTF, EPUB, and PDF to clean Markdown through one shared document model.
Wiring follows the footprint ladder: no new tool, no hard dependency.
- tools/read_extract.py gains an ANYDOC_EXTENSIONS set that is active
only when the converter imports; the stdlib extractors remain
authoritative for their three formats so behavior is identical with
or without the package.
- tools/lazy_deps.py adds tool.doc_extract (firecrawl-anydoc==0.1.6),
installed on first read of such a file with prompt=False so read_file
can never block. Lazy-only for now: the package's first release was
2026-08-04, inside uv's 14-day exclude-newer quarantine, so the
mirrored pyproject extra lands after it clears.
- Any anydoc ConvertError maps to ExtractionError, falling back to the
existing path/binary handling instead of erroring the tool.
Tests: real-binding suite skips cleanly when the wheel is absent
(verified: 15 passed/3 skipped without it, 18 passed with it), plus an
absent-dep contract class that pins the fallback regardless of local
install state.
A kanban worker that fires a cron job in-process no longer leaks its task
identity into the cron agent.
The worker is a normal `hermes chat -q` CLI agent whose default toolset
includes `cronjob`, running with HERMES_KANBAN_TASK legitimately set in its
own environment. `cronjob(action="run")` calls run_one_job() -> run_job()
in that same process, so the cron AIAgent was misidentified as that worker:
kanban toolset force-added, kanban-worker protocol injected into its system
prompt, and kanban_complete defaulting task_id to $HERMES_KANBAN_TASK --
letting an unrelated cron job close the worker's task and overwrite real
results.
Fixed with a ContextVar (`non_dispatcher_owned_context`), not by clearing
os.environ. The env is process-global and shared with three concurrent
readers that all need the real values:
* the worker's own claim heartbeat -- run_agent._touch_activity ->
heartbeat_current_worker_from_env reads TASK/CLAIM_LOCK/RUN_ID, and the
cron-run heartbeat thread drives it every 10s. Clearing them silently
no-ops the heartbeat, so after DEFAULT_CLAIM_TTL_SECONDS (15 min) the
dispatcher reclaims a task whose worker is still alive and re-dispatches
it -- the same duplicate-work failure from the other direction.
* the gateway's kanban watchers, which do their own HERMES_KANBAN_BOARD
save/restore around a slow decompose_task() LLM call.
* concurrent cron jobs, which take a *shared* read lock
(_terminal_cwd_lock.acquire_read) and so interleave: job A clears, job B
snapshots empty, A restores, B clears and its restore no-ops -- the
worker's identity is destroyed permanently.
`is_dispatcher_owned_worker_context()` is now the single predicate every
HERMES_KANBAN_* identity gate consults before trusting those vars. It also
closes a pre-existing gap in agent/skill_utils.py, which read the vars
without consulting the delegate_task ContextVar at all; the `kanban` verdict
additionally bypasses _ENV_DETECT_CACHE, since a context-dependent answer
must not be memoized process-wide.
HERMES_KANBAN_BOARD/DB/WORKSPACES_ROOT are left untouched, so the #20074
board pin and the dispatcher's path overrides keep working.
Tests: 18 new, including thread-isolation, concurrent-cron-jobs, and an AST
invariant over _default_spawn that fails if the dispatcher gains a var that
is neither identity-gated nor explicitly classified behaviour-only. All six
mutations are caught, including one that reintroduces the os.environ clear.
tests/cron/ + kanban suites 440 passed; model_tools/skill_utils/boards 63
passed; ruff clean.
Reported and diagnosed by Geoff Friesen (#78961), who identified the symptom
and the exact gating mechanism.
Co-authored-by: Geoff Friesen <gfriesen1@users.noreply.github.com>
* feat(agent): read_preview — the desktop-gated tool that reads the in-app browser
The agent could open the preview pane (open_preview) and read the embedded
terminal (read_terminal), but the browser it had just opened was a black box —
'what does this page say?' had no answer. read_preview mirrors read_terminal
end to end: HERMES_DESKTOP-gated via check_fn (zero schema footprint outside
the GUI), dispatched through the same agent callback pattern, windowed with
start/count so a long page pages instead of flooding context.
* feat(gateway): preview.read blocking bridge
Same lifecycle as terminal.read: the tool blocks on preview.read.request, the
renderer answers preview.read.respond (allow_expired — a slow page extraction
losing the 45s race must not surface a raw 4009), and a timeout emits
preview.read.expire so late answers resolve quietly.
* feat(desktop): the renderer serializes the active preview tab for the agent
preview-reader.ts is the preview analog of the terminal's buffer registry: the
URL pane registers a page reader (webview executeJavaScript → title + visible
innerText) keyed by tab id; readActivePreview resolves the ACTIVE tab, windows
the text (24k cap per read), and answers file/artifact tabs with identity plus
a note pointing at the tool that reads that content directly. The gateway
event handler answers preview.read.request beside terminal.read.request.
With capture:auto the desktop always preferred client streaming, so a local
desktop with a working backend mic silently switched from PortAudio to
getUserMedia default-device — dropping wake_word.input_device selection
(#74363). A ready backend input now wins under auto; client capture is the
fallback for a preferring surface on a mic-less backend, and capture:client
still forces streaming.
Also removes the dead auto branch (both arms returned local) and lets the
client-feed test skip cleanly when numpy is absent.
Remote headless backends have no PortAudio mic, so "hey hermes" fails even
when openWakeWord is installed. Let the desktop stream 16 kHz int16 PCM via
wake.feed while detection stays server-side.
- wake_word.capture: auto|local|client (+ GUI client_capture prefer)
- WakeWordDetector external_audio queue + feed_audio API
- wake.feed RPC; wake.start/status report capture + frame_length
- Desktop getUserMedia feeder; stop on wake.detected, re-arm after voice
- Docs + unit tests (26 pass in tests/tools/test_wake_word.py)
The gateway terminal guard crashed with 'ValueError: embedded null byte'
(command never ran, exit_code -1) when a command invoked an ELF binary by
full path. _read_referenced_script correctly rejects the binary locally
(NUL in first chunk), but the read_remote_script fallback
(_read_script_in_env) then re-read the SAME file's bytes without a NUL
guard, decoded them, and fed machine code back into the scanner, which
re-tokenized it into a bogus NUL-bearing path and crashed at os.open.
- _read_script_in_env: skip content containing a NUL byte on both the
local-read and remote-cat branches (mirrors _read_referenced_script:
a binary is nothing to scan), so binary never re-enters the guard.
- _read_referenced_script: tolerate ValueError from os.open on a
NUL-in-path, alongside the existing OSError guard, so the guard can
never crash the terminal tool regardless of input.
Extends the #76762 NUL-safety fix (local path only) to the gateway's
remote-read fallback path.
Top-level delegate_task runs in the background, and the 450s progress-stall
monitor only sees api_call_count / tool / last_activity_ts. Subagents use
non-streaming direct_api_call, which previously touched activity once and then
went silent — so a healthy local GGUF / long-prefill wait looked frozen and
was interrupted around ~450s as "Operation interrupted: waiting for model
response", even when child_timeout_seconds was raised. Refresh activity while
the inline request is open, and treat last_activity_ts advances as sync
heartbeat progress too.
requires-python is >=3.11 so tomllib is always in stdlib; the
tomli fallback branch in _lint_toml_inproc was unreachable. Removes
the dependency from pyproject.toml + uv.lock and deletes the dead
try/except ImportError fallback in the code.
- write_file: encode content once, share bytes between bytes_written and
the sha256 verification (drops a second full-content encode per write)
- patch_parser: replace the except-TypeError retry around
write_file(pre_content=...) with signature-based feature detection so a
TypeError raised inside a capable implementation propagates instead of
triggering a duplicate write; tests for both duck-typing contracts
- tests: real-ops V4A BOM round-trip + _file_has_bom disk-probe guard
(the teknium1-review regression previously only covered by a fake)
- comment: document dirs_created's long-standing "parent ensured" meaning
Content that flowed through a surrogateescape decode (backend output via
patch_replace) can carry lone surrogates; a strict encode raises
UnicodeEncodeError where the old wc -c path could not. Mirrors the
existing sha256 verification encode.
Bug 1 (UTF-8 BOM loss on V4A UPDATE):
_file_has_bom() trusted pre_content for BOM detection, but the most
common pre_content provider — read_file_raw() — deliberately strips
BOMs so the agent never sees U+FEFF glyphs. Passing BOM-stripped
content through pre_content caused a false-negative: the method
returned False and write_file() silently removed the marker on rewrite.
Fix: _file_has_bom() now always probes the first 3 bytes on disk
(head -c 3), ignoring pre_content for BOM purposes. pre_content is
still used by two other consumers — line-ending detection and lint/LSP
delta computation — neither of which is affected by BOM stripping.
Bug 2 (backward compatibility):
_apply_update() called write_file(path, content, pre_content=...) as a
keyword argument. Duck-typed file_ops implementations that only
implement the two-argument write_file(path, content) contract would
raise TypeError.
Fix: wrap the call in try/except TypeError, falling back to the
two-argument form when the keyword is not accepted.
Also declare tomli in pyproject.toml (pre-existing conditional import
for pre-3.11 Python, caught by the pre-commit dep scan after staging
file_operations.py).
Tests:
Add TestV4ABomRoundTrip with two cases:
- UPDATE on BOM-bearing file preserves the marker
- UPDATE on plain file does not inject a BOM
Addresses teknium1 review on PR #55661.
write_file currently spawns up to 6 subprocesses per call:
1. mkdir -p (separate call before atomic write)
2. cat (to read pre-content for lint/BOM/line-ending detection)
3. _atomic_write (mktemp + write + mv — the essential one)
4. wc -c (to measure bytes written)
5. _check_lint_delta (post-write lint — also essential)
6. LSP snapshot (also essential)
This PR removes three of them without changing any observable behavior:
1. Fold mkdir -p into _atomic_write shell script (−1 subprocess/write)
The atomic write script already runs a single shell; adding mkdir -p
to it costs zero extra processes.
2. Add optional pre_content parameter to write_file (−1 subprocess/patch)
patch_replace and V4A _apply_update already read the file for fuzzy
matching. Passing that content as pre_content skips the redundant cat
inside write_file. Fully backward-compatible: callers that don't pass
pre_content still read from disk as before.
3. Replace wc -c with len(content.encode('utf-8')) (−1 subprocess/write)
We already have the content in memory; encoding it to get the byte count
is equivalent to wc -c for UTF-8 text.
4. Remove redundant _check_lint loop in apply_v4a_operations (−N subprocesses/V4A)
write_file already runs _check_lint_delta internally. The old code ran a
bare _check_lint(f) loop over all modified files — a re-read + re-lint
without post_content context. Now lint results propagate from write_file
via a four-tuple return, zeroing out the extra subprocesses.
Net effect:
- write_file: 6 → 3 subprocesses per call (new files)
- patch_replace: 6 → 5 subprocesses per call (pre_content skips cat)
- V4A multi-file patches: saves 1 subprocess per modified file
- A typical 4-file V4A patch drops from ~28 to ~16 subprocess calls
Simplify-pass finding: _listing_group_label already falls back to 'other' for empty source names, and _classify_source guarantees source_name=='' only when source=='other' — both legs were dead by construction. Aligns the summary path's grouping with the listing path.
build_local_transcribe_kwargs read stt.local.no_speech_prob_threshold /
stt.local.logprob_threshold only for Hermes' post-filter
(_is_hallucinated_segment). faster-whisper's model.transcribe() never
received them, so its internal defaults (no_speech_threshold=0.6,
log_prob_threshold=-1.0) always applied and silently dropped
low-confidence segments before they reached the post-filter — making
those config knobs dead for the first gate.
Non-English speech decodes at a lower avg_logprob, so the English-tuned
defaults discard whole utterances (empty transcript despite correct
capture and language detection). Map the same config values through to
model.transcribe() so both gates stay in sync and the knobs work.
Defaults are unchanged, so behavior is identical unless a user tunes them.
Fixes#74178
Five review findings folded:
- schema cache writes via utils.atomic_json_write (fsync; was bare
tmp+replace), file moved to cache/mcp_schema_cache.json with 0o600
(sibling precedent: registry discovery cache)
- phantom-tool reconciliation: after a lazy server's first-use connect,
cached tools the live server no longer offers are deregistered (were
permanent registry ghosts burning circuit-breaker strikes on every
'Unknown tool' round-trip); stale fingerprint logged
- cache-load path now runs _scan_mcp_description like the eager path
(cache file is user-writable JSON; defense-in-depth)
- write-through skips the disk rewrite when the entry is unchanged
(a flapping stdio server was rewriting byte-identical JSON per
revival)
- _lazy_server_fingerprints no longer write-only dead state (consumed
by the reconciliation logging)
444 mcp tests green (440 pre-fold + 4 new guards); phantom-dereg and
write-skip mutation-checked.
Wires the fingerprint-keyed schema cache (previous commit, @Vansh5632's
design from #56832) into the startup path, re-derived onto main's
current connect machinery:
- register_mcp_servers: servers with mcp_servers.<name>.lazy=true whose
config fingerprint matches a valid cache entry register tools from
cache WITHOUT spawning; miss/stale falls back to eager connect.
- First tool use routes through _ensure_lazy_server_connected, which
composes with the connect cooldown (#50394) and _server_connecting
dedup rather than duplicating the connect path.
- resource/prompt utility handlers (list_resources/get_prompt) also
connect-on-first-use — closes the gap flagged in the original
sweeper review.
- Write-through: a live connect refreshes the cache entry.
Config gate is per-server, default OFF, matching the
idle_timeout_seconds key pattern. 24 lazy/cache tests + 440 mcp-wide
green; mutation-checked (cache-read disabled -> registration test
fails; connect bypassed -> 3 first-use tests fail).
Stores per-server tool manifests in ~/.hermes/mcp_schema_cache.json so
tools can be registered into the agent snapshot without spawning the
stdio child at startup. Entries are keyed by server name plus a
fingerprint of the connection-defining config (command/args/url/
transport/tool filters), so any config change invalidates the entry.
Extracted from #56832.
Salvage of #48637 (Fixes#48628). On a NixOS-style install the venv's
site-packages lives in the read-only store, so ensure()'s
uv -> pip -> ensurepip ladder spends ~15s bootstrapping ensurepip only
to fail against a target it can never write. Fail fast with an
actionable message pointing at the system package manager.
Retargeted onto current main (the PR's base predates the durable-target
subsystem by ~8.1K commits) with two corrections to the original:
- Gate on _lazy_install_target() is None. The container deployment sets
HERMES_MANAGED=true AND HERMES_LAZY_INSTALL_TARGET (a writable
volume); the original guard would have blocked installs that path
legitimately satisfies, breaking the NixOS-container mode.
- Reason string starts with 'unsupported ' because
refresh_active_features classifies FeatureUnavailable by that prefix;
the original wording made 'hermes update' report a hard failure
instead of a skip.
Placed after _unsupported_feature_reason so a platform-specific reason
(more actionable) wins, and so ensure() agrees with
refresh_active_features, which pre-checks that same function.
Extracted from #54314 (@flag0x369), re-derived onto current main: macOS
ships bash 3.2 as /bin/bash, which lacks $BASHPID entirely — the
variable expands to empty string, collapsing every concurrent writer's
'unique' temp path onto the same file (torn snapshot writes under
concurrency). mktemp allocates per-writer unique paths portably.
Live-verified: /bin/bash -c 'echo $BASHPID' prints empty on this box.
The workdir allowlist regex was ASCII-only, so perfectly normal
non-ASCII workdirs (Chinese Obsidian vault paths, accented dirnames)
were rejected with 'disallowed character'. Replace the regex with a
per-character check that accepts Unicode letters/digits (str.isalnum)
plus the same safe ASCII punctuation set, while still rejecting shell
metacharacters, control characters (newlines/tabs), and NUL.
Salvaged from PR #54314.
Co-authored-by: kshitij <82637225+kshitijk4poor@users.noreply.github.com>
Recalled session messages can carry raw ANSI escape sequences (e.g.
archived terminal output), which then re-enter the model's context.
Strip them in _shape_message before content is truncated/returned,
reusing tools.ansi_strip.strip_ansi.
Re-applied onto current main (the original hunk predates the
max_content_len truncation in _shape_message; stripping happens on the
raw content before truncation so escape bytes never count against the
budget). Extracted from #40276.
A raw newline in the _CMDPOS start-position class made ANY multi-line
quoted argument look like a command boundary, so hermes send message
bodies, multi-line git commit -m messages, and heredoc text that merely
mentioned dangerous command names tripped the unconditional hardline
blocklist and could not run at all.
Mask newlines inside single/double quotes (detection-only, mirroring the
quote tracking in _iter_shell_command_starts) before building detection
variants. Real threats keep blocking: unquoted newlines stay command
separators, command substitutions inside quotes still anchor, and
_mark_command_starts still re-inserts newlines at genuine quote-aware
command starts. Masking runs on the RAW command before normalization,
which strips escapes and would otherwise corrupt quote state.
Regression tests cover both directions: multi-line quoted data passes
(hermes send, git commit -m, heredocs); bare/chained/substituted
shutdown-class and rm-floor commands still block.
Round-2 A/B (gpt-4o-mini, 6 reps) showed two passages could not survive
paraphrase: the DO-NOT-USE list needs the arrow-list shape with the
'no reasoning needed' qualifier (prose form regressed mechanical-work
routing 6/6->1/6), and the self-report rule needs the concrete
'claiming uploaded successfully may be wrong' framing (without it,
side-effect verification regressed 6/6->2/6). With both restored:
30/42 vs 30/42 on gpt-4o-mini and intent-parity on claude-haiku-4.5.
Final size: 1,900 chars (from 3,963).
The top-level delegate_task description repeated content the model already
receives through parameter descriptions: the concurrency limit (tasks param),
the full nesting clause (role param), context-passing guidance (goal/context
params), and background semantics (background param). Every API call paid for
the duplication (~4,000 chars).
The description now carries only what exists nowhere else in the schema:
use/don't-use routing (execute_code, cronjob), the no-poll rule, the
non-durability warning, the self-report verification contract with concrete
verbs, the language-passing example, the leaf blocked-tool list, and model
inheritance. 3,963 -> 1,704 chars (~570 tokens saved per API call), and the
top-level text is now static (dynamic limits flow only through the two param
descriptions, which are already rebuilt per get_definitions() call).
A/B benchmark across 4 models (gpt-4o, gpt-4o-mini, claude-haiku-4.5,
llama-3.3-70b) showed the naive compaction in PR #72813 regressed weaker
models on exactly the passages it cut (side-effect verification 8/8->0/8 on
gpt-4o-mini; language passing 3/3->0/3 on haiku-4.5). This version keeps
those benchmark-sensitive hooks verbatim.
Tests pin the contracts at keyword level (not prose-literal) plus a size
ceiling, and verify dynamic limits still reach the model via the tasks/role
param descriptions.
Refs #72737, supersedes the delegate_task half of PR #72813.
liuhao1024
Fly
Teknium
Brooklyn Nicholson
SmokeDev
kshitij
Adolanium
Kevin Yin
Jeffrey Quesnelle
Andrew
PRATHAMESH75
xxxigm
Alex Fournier
kshitijk4poor
阿泥豆
EndeavorYen
Carbon
Hafiz Ahmad Ashfaq
Jakub Wolniewicz
Vansh Gilhotra
f1aggo_macair
Xue-1997