Cuts input cost for first-turn Claude requests by ~85-90% on subsequent
sessions within an hour. Tools array (~13k tokens for default toolset) +
stable system prefix (~5-8k tokens) get a 1h cache_control marker; the
volatile suffix (memory, USER profile, timestamp, session id) sits in a
separate non-cached block at the end so it doesn't poison the cross-session
prefix when it changes.
Provider gate: Claude on native Anthropic (incl. OAuth subscription),
OpenRouter, and Nous Portal (which proxies to OpenRouter). All other
providers keep today's system_and_3 layout unchanged.
Layout (4 cache_control breakpoints, Anthropic max):
1. tools[-1] -> 1h (cross-session)
2. system content[0] -> 1h (cross-session, stable prefix)
3. messages[-2] -> 5m (within-session rolling)
4. messages[-1] -> 5m (within-session rolling)
Within-session rolling shrinks from 3 messages to 2 to free the breakpoint
budget. On Claude with realistic tool loadouts the long-lived tier carries
the bulk of cross-session value anyway.
System prompt is now always assembled cache-friendly: stable identity /
guidance / skills / platform hints first, then session-stable context
files (AGENTS.md, .cursorrules), then per-call volatile content. Old
single-string callers see the same logical content (same join order),
just reordered so volatile lives at the end.
Config knobs (defaults shown):
prompt_caching:
cache_ttl: "5m" # rolling-window TTL (unchanged)
long_lived_prefix: true # opt-out switch
long_lived_ttl: "1h" # cross-session prefix TTL
Live E2E (tests/agent/test_prompt_caching_live.py, gated on
OPENROUTER_API_KEY) on anthropic/claude-haiku-4.5 with default toolset:
Call 1 (cold): cache_write=13,415 cache_read=0
Call 2 (NEW agent + msg): cache_write=391 cache_read=13,025
Cross-session reuse: 97.09%
Implementation:
* agent/prompt_caching.py: new apply_anthropic_cache_control_long_lived()
+ mark_tools_for_long_lived_cache(); existing apply_anthropic_cache_control()
preserved verbatim for the fallback path.
* agent/anthropic_adapter.py: convert_tools_to_anthropic() now forwards
cache_control onto each Anthropic-format tool dict.
* run_agent.py: _build_system_prompt_parts() returns the 3-tier dict;
_build_system_prompt() joins them (backward compatible).
_supports_long_lived_anthropic_cache() policy added next to the existing
_anthropic_prompt_cache_policy() (which now also recognises Nous Portal
Claude — pre-existing gap fixed in passing).
_build_api_kwargs() resolves tools_for_api once and propagates the
marker through all four build paths (anthropic_messages, bedrock,
codex_responses, profile/legacy chat completions).
Long-lived flag plumbed into the runtime snapshot/restore + model-switch
+ fallback-promotion paths.
Tests:
* tests/agent/test_prompt_caching.py: +8 tests (TestMarkToolsForLongLivedCache,
TestApplyAnthropicCacheControlLongLived).
* tests/run_agent/test_anthropic_prompt_cache_policy.py: +9 tests
(TestSupportsLongLivedAnthropicCache matrix across 8 endpoint classes
+ a fallback-target case).
* tests/agent/test_prompt_caching_live.py: new live E2E (skipif when
OPENROUTER_API_KEY is unset; runs outside the hermetic suite).
* Targeted suites: 327/327 pass (caching/adapter/policy/builder).
* tests/agent/ + tests/run_agent/: 3992 pass, 17 skip, 1 pre-existing
flake (test_async_httpx_del_neuter::test_same_key_replaces_stale_loop_entry,
verified failing on pristine origin/main).
Replace with for all literal-tuple
membership tests. Set lookup is O(1) vs O(n) for tuple — consistent
micro-optimization across the codebase.
608 instances fixed via `ruff --fix --unsafe-fixes`, 0 remaining.
133 files, +626/-626 (net zero).
The /model picker for Nous Portal users was returning the in-repo
_PROVIDER_MODELS["nous"] snapshot — which only updates on Hermes
releases — instead of the remote manifest published at
https://hermes-agent.nousresearch.com/docs/api/model-catalog.json.
OpenRouter already pulled from the manifest via fetch_openrouter_models;
"nous" was the only curated provider where the existing manifest
plumbing (get_curated_nous_model_ids → get_curated_nous_models) was
defined but not wired into the picker pipeline. Switch the curated
build in list_authenticated_providers to use it, with the same
graceful fallback to the in-repo snapshot when the manifest is
unreachable.
Test: tests/hermes_cli/test_model_catalog.py exercises the picker with
a patched manifest and asserts the manifest's nous list reaches
list_picker_providers. Falls-back-to-static path was already covered
by test_curated_nous_ids_falls_back_to_hardcoded_on_empty_catalog.
Follow-up to PR #23824. Adds two correctness fixes on top of the
contributor's salvaged commit:
1. Stale-dist fallback no longer gated on `fatal=False`. `cmd_dashboard`
passes `fatal=True` and is the primary scenario this fallback is for
(issue #23817 — Windows Scheduled Task at logon). The previous gate
meant the fallback never fired in the case it was designed for.
2. `--skip-build` now verifies the dist actually exists before starting
the server. Without this, a misconfigured pre-build would launch the
dashboard pointing at a missing dist and silently serve 404s. We now
exit 1 with a clear "pre-build first: cd web && npm run build"
message, and on success print which dist directory is being used.
Verified end-to-end on Linux:
- build fails + stale dist (fatal=True) -> fallback fires
- build fails + no dist (fatal=True) -> exit 1 with stderr surfaced
- build fails + stale dist (fatal=False) -> fallback fires
- --skip-build + missing dist -> exit 1 with clear guidance
- --skip-build + valid dist -> 'Skipping web UI build...'
Three improvements for non-interactive contexts (Windows Scheduled
Tasks, CI/CD) where the web UI build may fail (issue #23817):
1. Retry build once after 3s — covers boot-time races (antivirus
scanning Node.js, npm cache not ready, transient disk I/O)
2. Fall back to existing dist when build fails (non-fatal mode) —
a stale UI is far better than no UI at all
3. Add --skip-build flag — lets callers pre-build in their wrapper
script and start the dashboard without internal build attempt
4. Surface npm stderr in build failure output for easier debugging
Fixes#23817
On Windows systems using a Chinese GBK locale, `hermes update` could misreport the Web UI build as failed even when `npm run build` actually succeeded. The failure was caused by Python decoding captured npm output with the process locale inside a background subprocess reader thread. When npm emitted bytes such as `0x85`, decoding under GBK raised `UnicodeDecodeError`, and Hermes then surfaced a misleading "Web UI build failed" warning.
This change makes the npm install/npm ci path and the Web UI build step decode captured output explicitly as UTF-8 with `errors="replace"`. That keeps unexpected bytes from crashing output collection, preserves successful builds, and prevents false negatives during update on Windows.
The patch also adds regression tests that verify these subprocess calls always use explicit UTF-8 decoding with replacement semantics.
* Revert "fix(goals): force judge to use tool calls instead of JSON-text replies (#23547)"
This reverts commit a63a2b7c78.
* Revert "fix(goals): forward standing /goal state on auto-compression session rotation (#23530)"
This reverts commit 4a080b1d5a.
* Revert "feat(goals): /goal checklist + /subgoal user controls (#23456)"
This reverts commit 404640a2b7.
The _default_spawn HERMES_HOME injection (PR #23356) calls
resolve_profile_env which raises FileNotFoundError when the profile
dir doesn't exist. In production the profile always exists (workers are
only dispatched for live profiles), but tests with isolated HERMES_HOME
never create profile dirs. Catch FileNotFoundError and fall through —
HERMES_PROFILE is still set below, so the worker CLI resolves the
profile at startup.
When a parent task is archived, dependent child tasks were stuck in
todo forever because recompute_ready and claim_task only checked for
status == 'done'. Now both functions also treat 'archived' as a
terminal status, allowing children to proceed when their parent is
archived.
Fixes#23180.
Default spawn did not propagate HERMES_HOME when forking kanban workers.
The worker's env is copied from the parent via dict(os.environ), so
HERMES_HOME is absent. When the child then starts hermes -p <profile>,
the CLI's _apply_profile_override() runs before hermes_constants is
imported and get_hermes_home() falls back to ~/.hermes (the default
profile root), silently ignoring the profile's config.yaml. Profile-
scoped fallback_providers, toolsets, and agent settings are therefore
never applied to kanban workers.
The fix injects HERMES_HOME into the worker's env using
resolve_profile_env(profile_arg) so the child reads the correct profile
directory instead of the default root.
Two independent opt-in QoL toggles, both off by default.
terminal.docker_extra_args:
- List of extra flags appended verbatim to docker run after security
defaults. Useful for adding capabilities (e.g. --cap-add SETUID) or
other docker run options not exposed by existing config keys.
- Non-string entries are logged and skipped.
- Also available via TERMINAL_DOCKER_EXTRA_ARGS='[...]' env var.
display.timestamps:
- Appends [HH:MM] to user input bullet and the assistant response box
header. Single hub in _format_submitted_user_message_preview()
covers both single-line and multi-line user previews; assistant
response label gets the timestamp at box-open time.
Closes#1569 (timestamps).
Co-authored-by: Mibayy <Mibayy@users.noreply.github.com>
A YAML parse error in ~/.hermes/config.yaml caused load_config() to print
one line to stdout (Warning: Failed to load config: ...) and silently fall
back to DEFAULT_CONFIG, dropping every user override (auxiliary providers,
fallback chain, model settings). Users only noticed when downstream
behavior misbehaved — see issue #23570 where a tab-indent error in the
auxiliary section caused aux fallback to use OpenRouter (depleted) instead
of the configured Codex/MiniMax chain.
Now: log at WARNING (so 'hermes logs' surfaces it), write a prominent line
to stderr, dedup on (path, mtime_ns, size) so concurrent loads don't spam,
and re-warn after the user edits the file. Both call sites (raw read +
merged load) route through the same helper.
Refs #23570
Surface ready tasks that nobody claims within a threshold (default
30 min) regardless of why. One identity-agnostic signal that catches:
- Operator typo'd the assignee
- Profile was deleted, leaving its tasks stranded
- External worker pool (Codex CLI lane, custom daemon) is down
- Dispatcher misconfigured (wrong board / wrong HERMES_HOME)
Today the dispatcher correctly skips these (no respawn loop, good)
but nothing surfaces the fact that operator-actionable work is
accumulating. The new `stranded_in_ready` rule does that without
requiring a manual lane registry — it reads the most recent ready-
transition event (`created` / `promoted` / `reclaimed` / `unblocked`)
and fires when (now - last_ready_ts) > threshold.
Severity escalates with age: warning at threshold, error at 2x,
critical at 6x. The cli_hint and reassign actions point operators
at the right next step.
Out of scope deliberately:
- Lane registry (#20157 closed) — this signal supersedes it.
- Pushing the diagnostic into messaging gateways — diagnostics
are pull-only via 'hermes kanban diagnostics' for now; gateway
push is a separate UX decision.
Tests: 10 new + 461 existing kanban tests pass. E2E verified end-
to-end via 'hermes kanban diagnostics --json' against a 2h-old
stranded task — surfaces as error severity with correct actions.
Live-tested on gemini-3-flash-preview the judge kept returning empty
or non-JSON content, tripping the consecutive-parse-failures auto-
pause. Free-form JSON output is hopeful; tool-call schemas are
enforced server-side by virtually every modern provider.
Two new tools the judge calls:
- submit_checklist(items) — Phase A, decompose
- update_checklist(updates, new_items, reason) — Phase B, evaluate
Both phases now call the auxiliary client with tool_choice forcing
the right tool. read_file remains for Phase B history inspection,
with the loop exiting only when update_checklist is called or the
read budget is exhausted (at which point read_file is dropped from
the toolbox and update_checklist is forced).
Robustness:
- _call_judge_with_tool_choice falls back tool_choice forced→required→
auto if the provider rejects a particular shape.
- If a fully-broken provider still returns content instead of a tool
call, the legacy JSON-text parsers stay around as a last-ditch
backstop so we never silently lose a checklist.
- _normalize_update_args replaces the JSON parser for the apply
layer; same 1-based→0-based conversion + terminal-status filter.
Live verification: same fizzbuzz goal that was hitting 'judge model
returned unparseable output 3 turns in a row' before now terminates
in 2 turns, all 11 items marked completed with item-specific
evidence, no auto-pause. Agent log shows
'produced 11 checklist items via tool call' instead of the JSON-
parse path.
Tests: 7 new cases for the tool-call path (Phase A success, Phase B
update only, Phase B read_file→update, JSON-content backstop,
empty-text item dropping, non-terminal status filter).
Out-of-scope behavior change in #23521 — the kanban notifier-routing fix
also flipped the 'kanban create --created-by' default from 'user' to the
active profile name. Revert to keep PR scope focused on the notifier
ownership fix; the profile-aware author default can be its own change.
* feat(goals): /goal checklist + /subgoal user controls
Two-phase judge for /goal — Phase A decomposes the goal into a detailed
checklist on first turn; Phase B evaluates each pending item harshly
against the agent's most recent response. The goal completes only when
every item is in a terminal status (completed or impossible). Adds
/subgoal so the user can append, complete, mark impossible, undo,
remove, or clear items the judge missed or got wrong.
Mechanics:
- GoalState gains `checklist` and `decomposed` fields, both backwards
compatible (old state_meta rows load unchanged).
- Phase A: aux call writes a harsh, exhaustive checklist; biased toward
more items not fewer. Falls through to legacy freeform judge when
decompose fails.
- Phase B: judge gets the checklist + last-response snippet + path to
a per-session conversation dump at <HERMES_HOME>/goals/<sid>.json.
A bounded read_file tool (max 5 calls per turn, restricted to that
one file) lets the judge inspect history when the snippet is
ambiguous. Stickiness in code: terminal items are frozen, only the
user can revert via /subgoal undo.
- Continuation prompt shows checklist progress when non-empty;
reverts to old prompt when empty.
- Status line shows M/N done counts.
CLI + gateway + TUI gateway all pass the agent reference into
evaluate_after_turn so the dump can be written. Gateway-side
/subgoal is allowed mid-run since it only modifies the checklist
the judge consults at turn boundaries.
Tests: 24 new cases — backcompat round-trip, Phase A decompose,
Phase B updates + new_items + stickiness, user override flows,
conversation dump (incl. unsafe-sid sanitization), judge read_file
restriction. Existing freeform-mode tests updated to patch the
renamed `judge_goal_freeform` and skip Phase A explicitly.
* fix(goals): off-by-one in judge index, message-list plumbing, prompt tuning
Three live-test findings from running /goal end-to-end against
gemini-3-flash-preview as the judge:
1. Off-by-one bug — the judge sees the checklist rendered with 1-based
indices ('1. [ ] foo, 2. [ ] bar') but the apply layer indexed
state.checklist as 0-based. Result: every judge update landed on
the wrong item, evidence got attached to neighbouring rows, and
the genuine 'first pending' item (usually #1) never got marked.
Fix: convert 1 → 0 in _parse_evaluate_response. Also tightened the
user prompt to call out the 1-based scheme explicitly. New tests
cover the parser conversion + an end-to-end fake-judge round-trip.
2. Conversation dump never happened — _extract_agent_messages tried
common AIAgent attribute names (.messages, .conversation_history,
etc.) but AIAgent doesn't expose the message list as an instance
attribute; it lives inside run_conversation()'s scope. Result: the
judge's read_file tool always saw history_path=unavailable. Fix:
added an explicit messages= kwarg to evaluate_after_turn that all
three call sites (CLI, gateway, TUI gateway) now pass directly.
Agent-attribute extraction kept as back-compat fallback.
3. Prompt was too harsh on simple goals. The original 'be HARSH,
default to leaving items pending' wording made the judge refuse
to mark 'file exists' completed even after the agent ran ls,
test -f, os.path.isfile, and find — burning the entire 8-turn
budget on a fizzbuzz task. Softened to 'strict but not absurd'
with explicit guidance on what counts as evidence and a directive
not to require re-proving items already established earlier.
Re-tested live with the same fizzbuzz goal: now terminates in 2
turns with all 8 checklist items correctly attributed to their
own evidence. /subgoal user-action flow (add / complete / undo /
impossible) verified live as well.
Workers running slow models (e.g. kimi-k2.6) can spend longer than
DEFAULT_CLAIM_TTL_SECONDS inside a single tool-free LLM call, making
no tool calls and therefore not heartbeating. release_stale_claims
previously reclaimed these healthy workers, producing the
spawn-then-immediately-reclaim loop reported in #23025.
When a stale-by-TTL claim's host-local worker PID is still alive,
extend the claim (emit a claim_extended event) rather than killing
it. enforce_max_runtime / detect_crashed_workers remain the upper
bounds for genuinely wedged or dead workers. Reclaim events now also
record claim_expires, last_heartbeat_at, worker_pid, and host_local
so operators can see why a worker was killed.
Three issues hit during a fresh Windows install + first `hermes update`:
1. `pyproject.toml` re-introduced the invalid `exclude-newer = "7 days"`
under [tool.uv]. uv requires an RFC 3339 / ISO date — relative-duration
strings parse-fail. The line was removed in PR #21221 on May 7 and
accidentally added back in the v0.13.0 release commit (498bfc7bc1)
the same day. Every uv invocation throughout install logged a TOML
parse error, confusing users into thinking the install was broken.
Fix: remove the line (and the now-empty [tool.uv] section).
2. `hermes update` failed on Windows with
`Access is denied. (os error 5)` when uv tried to overwrite
`venv\\Scripts\\hermes.exe` — the running entry-point shim. Windows
blocks REPLACE on a mapped/loaded executable but allows RENAME (kernel
tracks the file by handle, not path; same trick Chrome/Firefox use for
self-update). Pre-rename live shims to `hermes.exe.old.<unix-ms>`
before each `uv pip install -e .`; uv writes a fresh shim at the
original path; the .old files are swept on the next hermes invocation.
Wraps every install attempt (primary, base-only fallback, and
per-extra retries). Restores shims if uv fails before writing
replacements.
3. Tools post-setup hooks (ddgs, piper-tts, kittentts, langfuse,
tinker-atropos) shelled out to `[sys.executable, '-m', 'pip', ...]`
and died with `No module named pip` on every fresh Windows install.
install.ps1 creates the venv via `uv venv` which doesn't seed pip;
install.ps1 bootstraps pip later, but only inside the platform-SDK
verify block — by then the wizard's post-setup hooks have already
run and failed.
New `_pip_install` helper tries uv pip first (works in pip-less
venvs), then python -m pip, then ensurepip-bootstrap-then-pip. All
five post-setup sites now route through it.
E2E:
- uv pip compile pyproject.toml — no parse warning
- quarantine + cleanup with simulated Windows scripts dir; rollback
works when uv install fails before writing replacement shim
- _pip_install in a real `uv venv`-created (pip-less) venv: bootstraps
pip via ensurepip and completes the install
Tests: tests/hermes_cli/ — 4135 pass, 8 pre-existing failures on main
unrelated to this PR (kanban_boards, openclaw_migration,
update_gateway_restart, web_server PluginAPIAuth).
Adds /handoff <platform> CLI command that queues the current session for
resume on the configured home channel of any messaging platform.
CLI side:
- /handoff telegram — marks session in shared DB, sends summary to
the Telegram home channel via send_message
- /handoff discord — same for Discord
- Supports telegram, discord, slack, whatsapp, signal, matrix
Gateway side:
- On new session creation, checks for pending handoffs for the
incoming message's platform
- If found, loads the CLI session's full conversation history and
injects it into the context prompt as a handoff transcript
- Agent continues the conversation seamlessly
Files:
- hermes_state.py: handoff_pending, handoff_platform columns + helpers
- cli.py: _handle_handoff_command dispatch + handler
- hermes_cli/commands.py: CommandDef entry
- gateway/run.py: handoff detection in _handle_message_with_agent
- tests/hermes_cli/test_session_handoff.py: 8 tests
* feat(gateway): per-platform admin/user split for slash commands
Adds an opt-in two-list access control on top of the existing per-platform
`allow_from` allowlists, scoped to slash commands only:
- allow_admin_from — full slash command access
- user_allowed_commands — what non-admins may run
- group_allow_admin_from — same, group/channel scope
- group_user_allowed_commands
When `allow_admin_from` is unset for a scope, gating is disabled and every
allowed user keeps full access (backward compat). Plain chat is unaffected.
`/help` and `/whoami` are always reachable so users can see what they
can run.
Gate runs at the slash command dispatch site in gateway/run.py and uses
`is_gateway_known_command()`, so it covers built-in AND plugin-registered
commands through the live registry without per-feature wiring.
Adds `/whoami` showing platform, scope, tier, and runnable commands.
Salvage of PR #4443's permission tier work, scoped down. The full tier
system, tool filtering, audit log, usage tracking, rate limiting,
`/promote` flow, and persistent SQLite stores are not included here —
those can be re-expanded later if needed.
Co-authored-by: ReqX <mike@grossmann.at>
* fix(gateway): close running-agent fast-path bypass + add coverage and central docs
The slash command access gate was only applied at the cold dispatch site
(line ~5921). When an agent was already running, the running-agent
fast-path block (line ~5574) dispatched /restart, /stop, /new, /steer,
/model, /approve, /deny, /agents, /background, /kanban, /goal, /yolo,
/verbose, /footer, /help, /commands, /profile, /update directly
without going through the gate — letting non-admins bypass gating just
because an agent happens to be busy.
Refactored the gate into _check_slash_access() and called from BOTH
paths. /status remains intentionally pre-gate so users can always see
session state.
Also added 18 more dispatch tests covering:
- Running-agent fast-path: blocks non-admin, allows admin, /status
always works
- Alias canonicalization (gate uses canonical name, not user alias)
- Unknown / unregistered commands pass through (don't false-positive)
- DM admin scope-locked when group has its own admin list
- Multi-platform isolation (Discord gated, Telegram unrestricted)
Docs: added Slash Command Access Control section to the central
messaging index page + /whoami row in the chat commands table.
Co-authored-by: ReqX <mike@grossmann.at>
---------
Co-authored-by: ReqX <mike@grossmann.at>
xAI is retiring grok-4, grok-4-0709, grok-4-fast{,-reasoning,-non-reasoning},
grok-4-1-fast{,-reasoning,-non-reasoning}, and grok-code-fast-1 on
May 15, 2026 at 12:00 PT. Remove them from the static fallbacks so the
`hermes model` picker, gateway /model picker, and setup wizard stop
auto-suggesting models that will be dead in days.
- _XAI_STATIC_FALLBACK in hermes_cli/models.py now lists only grok-4.20-*
and grok-4.3 (the live replacements).
- copilot lists in hermes_cli/models.py and hermes_cli/setup.py drop
grok-code-fast-1 (Copilot proxies it through xAI, so the upstream
retirement breaks it there too).
Old configs that already reference retired IDs keep working until xAI
flips the switch — context-length lookups in agent/model_metadata.py and
the cache-affinity-header logic in provider_profiles still recognise the
old names. The cleanup here is purely about not advertising them to new
users.
Closes#23278.
Source: https://docs.x.ai/developers/migration/may-15-retirement
Follow-up to the previous commit's behavior fix.
Adds a paragraph to dispatch_once's docstring making the concurrency-cap
semantic explicit, and an inline comment near the running_count query
explaining why we do the count (so a future reader doesn't refactor it
back to per-tick semantics thinking it's redundant). Both call out the
unbounded-accumulation failure mode that motivated the fix, since
nothing in the codebase or skills currently documents what max_spawn
is supposed to mean.
The semantic is per-board: each kanban board has its own SQLite file,
so the running-count COUNT(*) is naturally scoped to the board the
dispatcher tick is processing.
Follow-up to the previous commit's toolset-vs-skill validation.
The contributor's fix raises ValueError on the first toolset name found
in the skills list. That works for one mistake, but agents that confuse
skills with toolsets usually pass several at once
(`skills=["web", "browser", "terminal"]`) — and serial-correcting one
per failure round-trip wastes tokens. Collect all toolset-shaped
entries first, then raise once with the full list.
The error message is also slightly clearer:
'web', 'browser', 'terminal' are toolset names, not skill name(s).
Put toolsets in the assignee profile's `toolsets:` config instead of
per-task skills. Skills are named skill bundles (e.g. `kanban-worker`,
`blogwatcher`); toolsets are runtime capabilities (e.g. `web`,
`browser`, `terminal`).
vs. the previous "the assignee profile's toolsets" — explicitly naming
the YAML key (`toolsets:`) and giving concrete examples in both
categories closes the conceptual gap that produced the bug to begin
with.
Adds one regression test (test_create_task_skills_lists_all_toolset_typos)
covering the multi-name aggregation path. The single-typo test from
the original PR still passes (the loose `match="toolset name"` matches
both singular and plural forms).
task_age() crashed with ValueError when created_at contained the
literal format string '%s' instead of a Unix timestamp, taking down
the entire GET /board endpoint with a 500.
- Add _safe_int() helper that returns None on non-numeric values
- Refactor task_age() to use _safe_int instead of bare int() casts
- Wrap task_age() call in _task_dict with try/except fallback so one
corrupt row never kills the whole board endpoint
Follow-up to the previous commit's contributor cherry-pick.
The cherry-picked change replaced the bare ``["hermes", ...]`` spawn with
``[sys.executable, "-m", "hermes", ...]``. The intent was right (avoid
PATH dependence — cron, systemd User= services, launchd jobs, and other
detached dispatcher invocations routinely run with a stripped $PATH that
doesn't include the venv's bin/, breaking the bare-shim spawn) but the
module name is wrong: there is no top-level ``hermes`` package. The
console-script entry point in pyproject.toml is
``hermes = "hermes_cli.main:main"``, and ``python -m hermes`` fails with
``No module named hermes``. The cherry-picked form would have replaced a
sometimes-broken spawn with an always-broken one.
This commit:
- Adds ``_resolve_hermes_argv()``, mirroring ``gateway.run._resolve_hermes_bin``.
Tries ``shutil.which("hermes")`` first (preferred — keeps existing ``ps``
output and log lines familiar in the common case) and falls back to
``[sys.executable, "-m", "hermes_cli.main"]`` when the shim is not on
PATH. The fallback goes through the running interpreter so it's
PATH-independent. Kept as a local helper rather than imported from
gateway because ``hermes_cli`` sits below ``gateway`` in the dependency
order.
- Switches the dispatcher's ``cmd`` list to use ``*_resolve_hermes_argv()``.
- Adds three regression tests:
* ``test_resolve_hermes_argv_prefers_path_shim`` — pins the PATH-first
branch so a future refactor doesn't silently flip the order.
* ``test_resolve_hermes_argv_falls_back_to_module_form_when_no_path_shim`` —
pins the correct module name (``hermes_cli.main``, NOT ``hermes``).
Direct regression guard for the form that shipped in the original PR.
* ``test_resolve_hermes_argv_module_actually_runs`` — runs the fallback
invocation as a real subprocess and asserts ``--version`` works, so
losing ``hermes_cli.main``'s ``__main__`` handling can't slip past the
string-match test.
Verified end-to-end: with the shim on PATH the resolver returns
``[/.../hermes]`` and ``--version`` works; with the shim removed the
resolver returns ``[python, -m, hermes_cli.main]`` and ``--version``
still works; the original PR's ``python -m hermes`` invocation fails as
expected (``No module named hermes``).
In NixOS container mode, hermes is installed at a store path with no
symlink on PATH (e.g. /data/current-package/bin/hermes). The kanban
dispatcher spawns workers via _default_spawn() using a bare 'hermes'
subprocess call, which fails with 'hermes executable not found on PATH'
in container mode.
Fix by calling sys.executable -m hermes instead, which is guaranteed
to resolve to the same Python interpreter running the dispatcher.
* feat(plugins): host-owned LLM access via ctx.llm
Plugins can now ask the host to run a one-shot chat or structured
completion against the user's active model and auth, without ever
seeing an OAuth token or API key. Closes the gap where plugins that
needed bounded structured inference (receipts, CRM extraction,
support classification) had to either bring their own provider keys
or register a tool the agent had to call.
New surface on PluginContext:
- ctx.llm.complete(messages, ...)
- ctx.llm.complete_structured(instructions, input, json_schema, ...)
- async siblings ctx.llm.acomplete / acomplete_structured
Backed by the existing auxiliary_client.call_llm pipeline — every
provider, fallback chain, vision routing, and timeout policy Hermes
already supports applies automatically.
Trust gate (fail-closed by default):
- plugins.entries.<id>.llm.allow_model_override
- plugins.entries.<id>.llm.allowed_models (allowlist; '*' = any)
- plugins.entries.<id>.llm.allow_agent_id_override
- plugins.entries.<id>.llm.allow_profile_override
Embedded model@profile shorthand goes through the same gate as
explicit profile=, so it can't bypass the auth-profile policy.
Conflicting explicit and embedded profiles fail closed.
Also lands:
- plugins/plugin-llm-example/ — reference plugin that registers
/receipt-extract, demonstrating image+text structured input,
jsonschema validation, and the trust-gate config.
- website/docs/developer-guide/plugin-llm-access.md — full API docs.
- 45 unit tests covering trust gates, JSON parsing, schema
validation, image encoding, async surface, and config loading.
Validation:
- 2628 tests pass in tests/agent/
- E2E: bundled plugin loaded with isolated HERMES_HOME, slash
command produced parsed JSON via stubbed call_llm
- response_format extra_body wired correctly for both json_object
and json_schema modes
* docs(plugin-llm): rewrite quickstart and framing
The quickstart now uses a meeting-notes-to-tasks example instead of
a receipt extractor, and the page leads with hook-time / gateway
pre-filter / scheduled-job framing rather than the OpenClaw
KB/support/CRM/finance/migration enumeration that the original
upstream PR used. Receipt example moved to a separate worked
example link so the docs page itself doesn't echo any of the
upstream framing.
Also clarifies where ctx.llm fits in the broader plugin surface
(table comparing register_tool / register_platform / register_hook
/ etc.) and what makes this lane different from auxiliary_client
internals.
No code change.
* docs(plugin-llm): reframe as any LLM call, not just structured output
The original draft leaned heavily on complete_structured() and made
the chat lane (complete() / acomplete()) feel like a footnote.
Restructure so:
- The page title and description say 'any LLM call.'
- The lead shows BOTH a plain chat call (error rewriter) AND a
structured call (triage scorer) up top.
- Quick start has two complete plugin examples — /tldr (chat) and
/paste-to-tasks (structured).
- New 'When to use which' table for choosing complete() vs
complete_structured() vs the async siblings.
- Trust-gate sections explicitly note 'all four methods,' and the
request-shaping list calls out chat-only fields (messages) and
structured-only fields (instructions, input, json_schema)
alongside each other.
- The 'Where this fits' section now says 'for any reason,
structured or not.'
The receipt-extractor reference plugin still exists under
plugins/plugin-llm-example/ — but the docs page no longer treats
it as the canonical surface example. It's now described as 'a third
worked example, this time with image input.'
No code change.
* feat(plugin-llm): split provider/model into independent explicit kwargs
The first cut accepted a single 'provider/model' slug on every method
and split it internally. That looked clean but broke under live test:
the model-override path tried to use the slug's vendor prefix as a
literal Hermes provider id, which silently switched the user off
their aggregator (e.g. plugin asks for 'openai/gpt-4o-mini' on a user
who routes through OpenRouter — host attempted to call the 'openai'
provider directly, failed because OPENAI_API_KEY wasn't set).
New shape mirrors the host's main config:
ctx.llm.complete(
messages=[...],
provider='openrouter', # gated, optional
model='openai/gpt-4o-mini', # gated, optional
profile='work', # gated, optional
...
)
Each is independently gated by its own allow_*_override flag.
Granting model-override does NOT auto-grant provider-override.
Allowlists are now per-axis (allowed_providers, allowed_models)
matched literally against whatever string the plugin sends.
Dropped 'model@profile' embedded-suffix shorthand entirely. Hermes
doesn't use that pattern anywhere else; profile= is its own kwarg.
Live E2E (against real OpenRouter via Teknium's config) confirms:
- zero-config call works
- default-deny blocks each override with a helpful error
- model-only override stays on user's active provider (the bug)
- provider+model override switches cleanly
- allowlist refuses non-listed entries
- structured output round-trip parses + schema-validates
Tests: 49 cases (up from 45); all green. Docs updated to match the
new shape, including a 'most plugins never need this section' callout
on the trust-gate config block.
* fix+cleanup(plugin-llm): real attribution, hook-mode coverage, move example out of core
Three integration fixes for the ctx.llm surface:
1. Attribution bug — result.provider and result.model now reflect
what call_llm actually used, not placeholder fallbacks ('auto',
'default'). New _resolve_attribution() helper:
- explicit overrides win (what the call targeted)
- response.model wins for the recorded model (provider
canonicalisation: 'gpt-4o' → 'gpt-4o-2024-08-06' etc.)
- falls back to _read_main_provider() / _read_main_model()
when no override is set, so audit logs reflect the user's
active main provider/model
- 'auto' / 'default' only when EVERYTHING is empty
Live verified: zero-config call now records
provider='openrouter', model='anthropic/claude-4.7-opus-20260416'
instead of provider='auto', model='default'.
2. Hook-mode coverage — TestHookMode confirms ctx.llm.complete
works from inside a registered post_tool_call callback. The
docs page promised hook integration; now there's a test that
exercises the lazy-import path through the real invoke_hook
machinery. Two cases: traceback-rewrite hook with conditional
ctx.llm.complete, and minimal hook regression for the
sync-hook + sync-llm path.
3. Reference plugin moved out of core. plugins/plugin-llm-example/
is gone from hermes-agent — it now lives in the new
NousResearch/hermes-example-plugins companion repo. The docs
page links there. Hermes' bundled plugins should be plugins
users actually run; reference / docs-companion plugins live
externally.
Test count: 56 (up from 49). Wider sweep on tests/hermes_cli/
+ tests/gateway/ + tests/tools/ + tests/agent/ shows 16770
passing; the 12 failures are all pre-existing on origin/main
(verified by stashing this branch's changes and re-running) —
kanban-boards, delegate-task, gateway-restart, tts-routing —
none touch the plugin_llm surface.
* chore(plugins): move all example plugins to companion repo
Reference / docs-companion plugins now live exclusively in
NousResearch/hermes-example-plugins, not bundled with the core repo:
- example-dashboard
- strike-freedom-cockpit
A new fourth example, plugin-llm-async-example, was added to that
repo demonstrating ctx.llm's async surface (acomplete()) with
asyncio.gather() — registers /translate <lang>: <text> which fires
forward translation + sentiment classifier in parallel, then a
back-translation for QA. Live-tested at 2.5s for three real
provider round-trips (would be ~5-6s sequential).
Docs updated:
- developer-guide/plugin-llm-access.md links both sync and async
examples in the Reference section
- user-guide/features/extending-the-dashboard.md repoints both demo
sections to the companion repo with corrected install paths
- user-guide/features/built-in-plugins.md drops the two demo rows
- AGENTS.md notes that example plugins live in the companion repo
Net: hermes-agent's plugins/ directory now contains only plugins
users actually run (memory providers, dashboard tabs that ship real
features, the disk-cleanup hook, platform adapters). All four
demo / reference plugins live externally where they can be cloned
on demand instead of inflating the core install.
Remove the blanket /api/plugins/* exemption from auth_middleware so
plugin API routes (e.g. Kanban dashboard) require the same session
token as all other /api/ endpoints.
Fixes#19533
PR #12994 stripped gpt-5.3-codex-spark on the assumption that it was
unsupported. It's actually research-preview, ChatGPT-Pro-only, exposed
via the Codex OAuth backend at chatgpt.com/backend-api/codex/models —
not via the public OpenAI API.
Add explanatory comments in:
- DEFAULT_CODEX_MODELS / _FORWARD_COMPAT_TEMPLATE_MODELS (codex_models.py)
- _CODEX_OAUTH_CONTEXT_FALLBACK (model_metadata.py)
- list_authenticated_providers' live-discovery branch (model_switch.py)
so future maintainers don't strip the entry again. Also documents the
intentional asymmetry that Spark stays out of the "openai" provider
catalog (it isn't on the public API) and why the supported_in_api
filter is *not* applied for the openai-codex route.
Closes#21794.
`/kanban`, `/kanban help`, `/kanban --help`, and `/kanban <sub> -h`
all returned broken output to the gateway and interactive CLI. Three
underlying bugs in `hermes_cli.kanban.run_slash`:
1. argparse writes help to **stdout** but `run_slash` only captured
stderr at parse time, so `-h` text was silently swallowed and
replaced with the `(usage error: 0)` sentinel.
2. The wrapping parser used `prog="/"` and routed via a synthetic
"_top → kanban" subparser, producing `usage: / kanban …` (stray
space) and `usage: /kanban kanban …` (doubled token) in error text.
3. Bare `/kanban` and `/kanban help` dumped argparse's full ~3KB
usage tree, which reads as visual garbage in a chat bubble.
Fix: drive the kanban_parser directly (no double-wrap), rewrite prog
strings on every leaf subparser, capture stdout AND stderr around
parse_args, distinguish SystemExit(0) (help — return captured stdout)
from SystemExit(2) (error — return single-line ⚠-prefixed message),
and add an explicit chat-friendly short-help block returned for bare
invocation and the help aliases (`help`, `--help`, `-h`, `?`).
Added 5 regression tests covering bare invocation, every help alias,
subcommand help, unknown action, and missing required arg.
Affects every chat platform via gateway/run.py::_handle_kanban_command
and the interactive CLI via cli.py::_handle_kanban_command.
Co-Authored-By: Nagatha (Claude Opus 4.7) <noreply@anthropic.com>
Reorder Anthropic Opus 4.7/4.6 + Sonnet 4.6 to the top, cluster free
models at the bottom of the OpenRouter list, and mirror the same
ordering into the Nous portal list (paid models only).
- Add inclusionai/ring-2.6-1t:free
- Drop minimax-m2.5, minimax-m2.5:free, sonnet-4.5, mimo-v2.5,
glm-5v-turbo, glm-5-turbo, trinity-large-preview:free,
trinity-large-thinking, qwen3.5-plus-02-15
- Replace qwen3.5-35b-a3b with qwen3.6-35b-a3b
- Drop x-ai/grok-4.20-beta from the Nous list
* feat(curator): show rename map (where skills went) in user-visible summary
The full data has always been on disk in REPORT.md, but the user-visible
curator summary (gateway 💾 line, CLI session-start panel,
`hermes curator status`) was counts-only — "consolidated 4 into 2
umbrellas" with no names. Users only discovered renames when something
they expected was gone.
New `_build_rename_summary()` formats the rename map and appends it to
`final_summary`:
auto: 1 marked stale; llm: consolidated 2 into 1, pruned 1
archived 3 skill(s):
• docx-extraction → document-tools
• pdf-extraction → document-tools
• old-stale-thing — pruned (stale)
full report: hermes curator status
Empty on no-op ticks (no archives), so most ticks add zero log noise.
Cap of 10 entries keeps agent.log readable when a 50-skill
consolidation lands; the full list is always in REPORT.md.
`hermes curator status` indents continuation lines so the multi-line
summary reads as one logical field.
5 new tests in tests/agent/test_curator_classification.py covering
empty / consolidation / pruning / cap / mixed cases.
* feat(curator): show recent run summary once on `hermes update`
The rename map is now visible from where users actually look — the
update flow they explicitly run, instead of just the live gateway log
or transient CLI session-start panel.
Behavior:
- After `hermes update`, if the most recent curator run produced a
rename map (multi-line summary) that the user hasn't seen yet, print
it once with a 'last run Xh ago' header and a one-time-message
footer.
- Stamp `last_run_summary_shown_at = last_run_at` after printing so
subsequent `hermes update` invocations are silent until a newer
curator run lands.
- Silent on no-op runs (single-line summary like 'auto: no changes;
llm: no change'). Still stamps shown so we don't reconsider on
every update.
- Silent when the curator has never run (the existing first-run
notice handles that case).
Output:
ℹ Skill curator — last run 4h ago
auto: 1 marked stale; llm: consolidated 2 into 1, pruned 1
archived 3 skill(s):
• docx-extraction → document-tools
• pdf-extraction → document-tools
• old-stale-thing — pruned (stale)
full report: hermes curator status
(This message shows once per curator run. View anytime: hermes curator status)
State migration:
- `_default_state()` gains `last_run_summary_shown_at: None`. Existing
state files lack the field; `.get()` returns None; the comparison
treats any prior run as 'not yet shown' and prints once on next
update. Self-healing.
Wiring:
- Both `hermes update` paths in main.py call the new
`_print_curator_recent_run_notice()` right after the existing
first-run notice. Best-effort try/except so a state-load bug
never breaks the update flow.
6 tests in tests/hermes_cli/test_curator_recent_run_notice.py:
no-run / single-line / multi-line / show-once / new-run-resets /
time-formatter buckets.
Same-provider /model switches on a 'custom' endpoint kept stale credentials
because (a) _resolve_named_custom_runtime's bare-custom + explicit_base_url
path went straight to OPENAI_API_KEY/OPENROUTER_API_KEY env fallbacks
without consulting the credential pool, and (b) switch_model() guarded
against custom-provider re-resolution to preserve base_url, locking in
the prior api_key.
Now the bare-custom path queries the credential pool first (mirroring
the named-custom-provider branch behavior), and the same-provider switch
guard is removed since resolve_runtime_provider has since grown a robust
custom-resolution path that preserves base_url from model_cfg.
Refs #18681 (the gateway-side api_key wiring is still separate),
#16254, #12919.
Salvage of NousResearch/hermes-agent#7622.
Docker images often lack procps so `ps` is unavailable. Try reading
/proc/*/cmdline first (works in any Linux container) and fall back to
`ps -A eww` only when /proc is not present. PermissionError on
individual PIDs is silently skipped.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
run_gateway() calls refresh_systemd_unit_if_needed() on every invocation
so restart settings stay current after exit-code-75 respawns. The
user-scope unit path resolves under Path.home() (NOT sandboxed by
conftest, only HERMES_HOME is), and generate_systemd_unit() bakes the
current HERMES_HOME into the unit's Environment= line.
Result: any test that exercises run_gateway() end-to-end on a real
Linux dev box silently rewrites the developer's installed
~/.config/systemd/user/hermes-gateway.service with a polluted
HERMES_HOME pointing at /tmp/pytest-of-<user>/.../hermes_test. On the
next reboot, systemd loads that unit, the gateway starts looking at an
empty tmp dir, and Telegram/Discord/etc. all show as 'No messaging
platforms enabled' even though the user's real config is fine. Three
tests in tests/hermes_cli/test_gateway.py hit this path:
test_run_gateway_exits_cleanly_on_keyboard_interrupt,
test_run_gateway_exits_nonzero_when_start_gateway_reports_failure, and
test_run_gateway_root_guard_has_escape_hatch.
Two-layer fix:
1. _install_fake_gateway_run helper (covers all four run_gateway() call
sites in test_gateway.py and any future ones) now also stubs
supports_systemd_services and refresh_systemd_unit_if_needed.
2. refresh_systemd_unit_if_needed() itself sniffs the generated unit
body for /pytest-of- and /hermes_test markers and refuses to write
when present. Defense in depth so a future test that bypasses the
helper still can't corrupt the dev's gateway. Tests that legitimately
exercise the refresh flow (test_run_gateway_refreshes_outdated_unit_on_boot)
patch generate_systemd_unit to return synthetic content that doesn't
carry those markers, so they keep working.
Adds test_refresh_refuses_to_bake_pytest_tmpdir_into_real_user_unit as a
regression test for the source-side guard.
Problem: terminal.docker_env set in config.yaml was silently ignored.
Docker containers never received the user-specified env vars.
Root cause: docker_env was missing from all three config→env bridging
maps (cli.py env_mappings, gateway/run.py _terminal_env_map,
hermes_cli/config.py _config_to_env_sync) and from the terminal_tool
_get_env_config() reader. _create_environment() consumed the key from
container_config correctly, but it was always {} because TERMINAL_DOCKER_ENV
was never set.
Also extend the list-serialisation branches in cli.py and gateway/run.py
to handle dict values via json.dumps (lists already used json.dumps;
plain str() on a dict produces undecodable output).
Fix:
- cli.py: add "docker_env": "TERMINAL_DOCKER_ENV" to env_mappings;
serialise dict values with json.dumps alongside existing list path
- gateway/run.py: same additions to _terminal_env_map and serialisation
- hermes_cli/config.py: add "terminal.docker_env": "TERMINAL_DOCKER_ENV"
to _config_to_env_sync so `hermes config set terminal.docker_env …`
persists to .env correctly
- tools/terminal_tool.py: add docker_env key to _get_env_config() reading
TERMINAL_DOCKER_ENV via _parse_env_var with default "{}"
Tests: add test_docker_env_is_bridged_everywhere to
tests/tools/test_terminal_config_env_sync.py — stash-verified: fails on
origin/main, passes with fix.
Fixes#20537
The Termux update path (PR #22814) prebuilds psutil from a marker-patched
sdist so 'platform android is not supported' doesn't kill it. The same
psutil setup.py error blocks fresh installs via scripts/install.sh — only
the update path was wired up. Without this, a brand-new Termux user can't
get past the very first 'pip install -e .[termux-all]' call.
- New scripts/install_psutil_android.py — standalone version of the same
patcher hermes_cli/main.py uses, callable from bash.
- scripts/install.sh detects sys.platform == 'android' and runs the
patcher before pip install.
- TODO note added to both copies pointing at upstream
https://github.com/giampaolo/psutil/pull/2762; remove both when that
ships.
Note: we keep psutil as a base dep on Android (do not adopt the proposed
sys_platform != 'android' marker in pyproject). Removing it would crash
five unguarded 'import psutil' sites at runtime
(tools/code_execution_tool.py, tools/tts_tool.py, tools/process_registry.py
(2x), gateway/platforms/whatsapp.py).
The plumbing for setting OpenRouter provider preferences and the Pareto Code
router on auxiliary tasks already exists — auxiliary.<task>.extra_body is
forwarded verbatim by call_llm() / async_call_llm(). It just wasn't documented,
so users who wanted (e.g.) Pareto Code routing for compression but the strongest
coder for the main agent had no way to discover the escape hatch.
- hermes_cli/config.py: expand the auxiliary section header with a YAML
example showing provider routing plus plugins under extra_body, and an
explicit note that main-agent provider_routing / openrouter.min_coding_score
do NOT propagate to aux calls (each task is independent by design)
- website/docs/user-guide/configuration.md: new 'OpenRouter routing and
Pareto Code for auxiliary tasks' subsection with worked example
- website/docs/integrations/providers.md: cross-link from the Pareto Code
Router section to the aux-side doc
E2E verified that auxiliary.<task>.extra_body reaches the OpenRouter API with
the configured provider routing and plugins blocks intact.
Pick openrouter/pareto-code as your model and OpenRouter auto-routes each
request to the cheapest model meeting your coding-quality bar (ranked by
Artificial Analysis). The new openrouter.min_coding_score config key (0.0-1.0,
default 0.65) tunes the floor.
- hermes_cli/models.py: add openrouter/pareto-code to OPENROUTER_MODELS so
it shows up in the picker with a description
- hermes_cli/config.py: add openrouter.min_coding_score (default 0.65 — lands
on a mid-tier coder on the current Pareto frontier)
- plugins/model-providers/openrouter: emit extra_body.plugins =
[{id: pareto-router, min_coding_score: X}] when model is openrouter/pareto-code
AND the score is a valid float in [0.0, 1.0]
- agent/transports/chat_completions.py: same emission on the legacy flag
path (when no provider profile is loaded)
- run_agent.py: openrouter_min_coding_score kwarg + storage; plumbed into
both build_kwargs() invocations and the context-summary extra_body path
- cli.py: read openrouter.min_coding_score once at init, validate float in
[0,1], pass to AIAgent constructions (CLI + background-task paths)
- cron/scheduler.py, batch_runner.py, tools/delegate_tool.py,
tui_gateway/server.py: propagate the kwarg (mirrors providers_order
plumbing — subagents inherit, cron/batch read from config)
- tests: profile-level + transport-level coverage of the model gating,
unset/empty/out-of-range handling, and the legacy flag path
- docs: new 'OpenRouter Pareto Code Router' section in providers.md
Verified end-to-end against api.openrouter.ai: at score=0.65 we land on a
mid-tier coder, at omission we get the strongest. Score is silently dropped
on any model other than openrouter/pareto-code, so it's safe to leave set.
