Commit graph

17524 commits

Author SHA1 Message Date
Brooklyn Nicholson
29dd621498 fix(tui_gateway): bind the branched agent to the parent profile's home + state.db
session.branch wrote the child ROW into the parent's profile db but
built the live agent with the launch defaults: _make_agent fell back to
_get_db() and no HERMES_HOME override was active. The branched agent's
own message flushes — and any later compression rotation it performed —
therefore landed back on the launch profile, splitting the lineage one
turn after the branch. Mirror session.create/resume: open the parent
profile's SessionDB for the agent and hold the home override across the
build, so config/skills/memory resolve to the profile too.

Spotted in #70605's sibling implementation of the same fix.

Co-authored-by: HexLab98 <liruixinch@outlook.com>
2026-07-24 10:05:05 -05:00
Brooklyn Nicholson
e9a243ef78 fix(state): inherit and stamp profile_name across rotation and branch children
profile_name was only written on the agent's initial lazy create
(e8b7ce8c1); every parented child row — compression rotation, TUI
/branch, desktop branch first-persist — was created without it. A
non-default profile's lineage therefore turned NULL on its first
compression or branch and aggregated as "default" in unified session
lists, completing the cross-profile session-jump.

Fix the class at the DB layer: _insert_session_row's parent backfill now
COALESCEs profile_name from the parent alongside cwd/git_* (#64709
pattern), so any parented child inherits its lineage's owning profile.
Stamp it explicitly at the three create sites as well — compression
rotation (mirroring _ensure_db_session), TUI session.branch, and the
TUI first-prompt row persist — so rows are self-describing even when the
parent row predates the profile_name column.
2026-07-24 01:49:22 -05:00
Brooklyn Nicholson
40a80487c4 fix(desktop): branch a chat on its parent's owning profile
forkBranch called session.create without a profile, so in app-global
remote mode (one backend serving every profile) a branch of a
non-default-profile chat silently landed on the launch profile — the
"session jumps between profiles after branching" bug. New chats already
carry their profile (desktopSessionCreateParams, #39993); branching was
the remaining create callsite without it.

Thread the parent's owning profile through both branch entry points:
branchStoredSession already resolved it (#67603) but dropped it before
the create; branchCurrentSession now resolves the open chat's profile
via the same cache → active → cross-profile ladder as resume. forkBranch
swaps the live gateway onto that profile and passes it on session.create,
which also makes the optimistic sidebar row's profile stamp correct.

Supersedes #40788 — same invariant, rebuilt for the current forkBranch/
branchStoredSession split.

Co-authored-by: Dusk1e <yusufalweshdemir@gmail.com>
2026-07-24 01:49:12 -05:00
Bartok9
b9d2eb7f43 fix(tui_gateway): honor params.profile for session.* state.db access
Closes #62503

Root cause: session.resume already opened the requested profile's state.db,
but session.list / most_recent / delete / history / title / status, create's
immediate info payload, teardown, session.branch, and post-turn pending_title
still used the launch profile (_get_db / _current_profile_name).

Fix: add _db_for_profile / _profile_db / _session_db helpers and route
session.* methods through them; report requested profile on create/status;
lifecycle uses session-owned profile stores with branch profile_home inherit.

Rebase onto current main keeps _session_usage_snapshot in session info.
2026-07-24 01:37:43 -05:00
Teknium
46c7a4076f fix(skills): accuracy + concision pass over the hermes-agent hub references
Audited every reference against ground truth (COMMAND_REGISTRY, argparse
--help output, TOOLSETS dict, provider profiles, DEFAULT_CONFIG) and
corrected drift the restructure had carried over verbatim:

- slash-commands.md: rebuilt from the live registry. Removes the phantom
  /skill command (never existed — skills load via /skills, hermes -s, or a
  skill's own /<name> command) and the wrong /q alias on /quit (/q belongs
  to /queue) — both reported by @liuhao1024 in #50608 and @gauravsaxena1997
  in #50613. Adds ~25 real commands that were missing (/learn, /memory,
  /pet, /hatch, /bundles, /moa, /suggestions, /blueprint, /whoami, …) with
  correct aliases and CLI/GW scoping.
- cli-reference.md: verified flags (-z/--oneshot, --tui/--cli, --safe-mode),
  real subcommand sets for config/setup/sessions/skills/gateway/mcp/profile/
  auth/webhook/cron/skin/pets, added missing top-level commands (fallback,
  project, moa, logs, console, hooks, security, backup); condensed tables.
- providers-and-models.md: rebuilt from the 36 shipped provider profiles
  with their actual env vars (was 21 rows, several stale); folds in the
  alias system and fallback-chain command.
- configuration.md: toolset table matches TOOLSETS (adds coding,
  computer_use, video_gen, context_engine, project; drops nonexistent
  messaging/rl), config sections match DEFAULT_CONFIG, STT/TTS provider
  lists match the shipped set.
- background-systems.md: curator verbs match the argparse surface.
- troubleshooting/security-privacy/windows-quirks/contributor-guide: fixed
  dangling 'section above/below' references from the body split; moved the
  reset-permissions playbook to security-privacy.md (its routing home).

Reported-by: liuhao1024 <sunsky.lau@gmail.com>
Reported-by: gauravsaxena1997
2026-07-23 21:16:39 -07:00
Teknium
23476207bc feat(moa): default advisor fanout to user_turn — the cheapest cadence
Flips the default fan-out cadence from per_iteration (advisors re-run on
every tool iteration, multiplying advisor spend by tool-loop depth) to
user_turn (advisors run once on the first message of each user turn; the
acting aggregator works the rest of the tool loop with that turn's
advice). Until per-mode benchmarks justify a costlier default, MoA
defaults to the cheapest, lowest-impact cadence (#67199).

One default for everyone — no split legacy/new-preset semantics; presets
that want per-step advising set fanout: per_iteration explicitly. All
three modes (user_turn / per_iteration / every_n:N) remain selectable;
every_n:1 still collapses to per_iteration (semantic identity), while
unparseable values now fall to user_turn (the default).

Docs updated with a default-change note; the per-iteration rerun test
pins its mode explicitly.

Co-authored-by: skyer-flyyy <188930297+skyer-flyyy@users.noreply.github.com>
2026-07-23 21:07:18 -07:00
Teknium
b0ef72a8a0 docs(skills): bring 69 skill descriptions under the 60-char authoring budget
Every SKILL.md description over 60 chars was silently truncated to
57 chars + '...' in the system-prompt skill index
(extract_skill_description, agent/skill_utils.py), destroying the
routing signal for 69 of 179 skills — some descriptions ran to
1,005 chars.

Rewrites follow the authoring standard: <=60 chars, one sentence,
ends with a period, trigger front-loaded, no marketing words, no
skill-name repetition. Excess detail already lives in each skill's
body.

Includes the touchdesigner-mcp trim from PR #32361 (credit:
@JeliTron) and aligns with the router-precision direction of PR
#48780 (@John-Lussier). Docs catalogs + per-skill pages regenerated
via website/scripts/generate-skill-docs.py.

Co-authored-by: JeliTron <287797501+JeliTron@users.noreply.github.com>
2026-07-23 21:07:16 -07:00
Teknium
826ffdd75e chore: add contributor mapping for AlanBurningsuit 2026-07-23 21:06:56 -07:00
Alan Harman-Box
bc744d30e0 docs: document 57-char system prompt truncation in authoring guide and curator
The skill-authoring guide and curator prompt both reference
descriptions as the primary discovery mechanism but never mentioned
the 57-char system prompt truncation. Add explicit guidance:

- Authoring guide: frontmatter docs, template comment, size limits,
  pitfall #3 with good/bad examples, verification checklist
- Curator prompt: parenthetical noting the 57-char window when
  writing umbrella skill descriptions
2026-07-23 21:06:56 -07:00
Alan Harman-Box
accbf4d912 feat: show system_prompt_preview when skill description exceeds prompt limit
When a skill is created or edited with a description longer than
SKILL_PROMPT_DESC_LIMIT (60 chars), the tool response now includes a
system_prompt_preview field showing exactly what the system prompt
skill index will display. This gives the agent immediate feedback to
self-correct truncated trigger phrases.

Also adds tool schema guidance about the 57-char window and fixes a
stale docstring in skill_commands.py that incorrectly claimed the
system prompt renders the full description.
2026-07-23 21:06:56 -07:00
Alan Harman-Box
5eb772111d refactor: extract SKILL_PROMPT_DESC_LIMIT constant and normalize description helpers
The system prompt skill index truncates long descriptions to 57 chars,
but this limit was a hardcoded magic number. Extract it as a named
constant and factor the normalization logic into a shared private
helper so the extraction function and the new truncation predicate
cannot drift.

No behaviour change — pure refactor.
2026-07-23 21:06:56 -07:00
Teknium
6441b05888 fix(skills): keep xurl SKILL self-contained; move x_search routing to gated surfaces
Follow-up on the salvaged commit: the xurl skill loads even when x_search
isn't registered (check_fn-gated on xAI credentials), so per the
cross-toolset reference rule the skill must not name it. Replaced the
skill's x_search routing block and workflow step with skill-native
wording (raw engageable posts, authenticated context, write-evidence
rule). The cross-surface comparison stays on surfaces where both are
known to exist: x-search feature docs, toolset description, tools-config
setup note, and the x_search tool schema (kept generic, no tool names).
Rewrote the routing tests to pin the placement contract, including that
the skill never names credential-gated surfaces.
2026-07-23 21:06:47 -07:00
Julien Talbot
b9b100da11 docs(xai): clarify x_search vs xurl routing without schema cross-refs
Make the x_search / xurl boundary explicit in the skill, feature docs,
toolset metadata, setup note, and reference pages, while keeping the
model-facing x_search schema generic (no static xurl name).

Regression tests assert behavioral routing invariants rather than frozen
prose snapshots. Drop the stale CI-only plugin/hangup hunks already on
main so this rebases cleanly.
2026-07-23 21:06:47 -07:00
Teknium
b718725121 fix(skills): move computer-use skill into the autonomous-ai-agents category
skills/computer-use/SKILL.md sat at the root of the bundled skills
tree as an uncategorized single-skill directory. Move it to
skills/autonomous-ai-agents/computer-use/ alongside claude-code,
codex, opencode, and hermes-agent.

- git mv skills/computer-use -> skills/autonomous-ai-agents/computer-use
  (history preserved)
- root-level-skill docstring examples (commands.py,
  generate-skill-docs.py) now use a generic placeholder instead of
  naming a specific skill, since categorizing root-level skills is
  ongoing
- docs: move the bundled page to autonomous-ai-agents-computer-use,
  update sidebars.ts, skills-catalog.md, and the two skill-path
  references in features/computer-use.md

E2E validated: fresh sync_skills() copies to the new nested path;
existing installs with the old flat copy keep it untouched (manifest
name-keyed, hash unchanged -> skipped, no duplicate);
_get_category_from_path resolves 'autonomous-ai-agents'; docusaurus
build green; 396 targeted tests pass.
2026-07-23 21:06:39 -07:00
Teknium
a56845bd8c fix(skills): add trailing periods to pinecone descriptions per authoring standard 2026-07-23 21:06:33 -07:00
Teknium
2a1ee322ed chore: add contributor mapping for immuhammadfurqan 2026-07-23 21:06:33 -07:00
iammuhammadfurqan
2978a9e9c2 fix(skills): rename pinecone-research, shorten descriptions, add scripts + tests
- Rename research/pinecone to pinecone-research (distinct from mlops/pinecone)
- Shorten mlops/pinecone description to <=60 chars
- Add rag_pipeline.py and memory_manager.py scripts
- Add test_pinecone_research_skill.py (10 tests: frontmatter, scripts, naming)
- Remove unconditional description: prefix strip from extract_skill_description()
2026-07-23 21:06:33 -07:00
Teknium
b29ee6a650 test(desktop): give the auto-compaction E2E real headroom over threshold_tokens
The 'queues an Enter-submitted draft while compaction is active' test
pastes a large message to push the session over the fixture's 22k
threshold_tokens. At repeat(500) the payload is only ~4k tokens — the
other ~18k came from the ambient system prompt (tool schemas + skills
index + memory), leaving the trigger margin-less. The hermes-agent
skill hub restructure (e3d524b482) shrank the bundled skills index by
~160 tokens and dropped the total just under threshold: compaction never
started, waitForHeldCompletion() hung, and the test timed out at 90s on
every branch since — including main (first red run: 9a4d1a0130).

Bump the payload to repeat(1500) (~12.4k tokens, total ~30k) so the
test crosses the threshold on its own weight with ~8k tokens of margin,
and document the invariant so the next prompt-weight change doesn't
resurrect this.
2026-07-23 21:05:35 -07:00
Teknium
a0d2ebaffd
chore(contributors): map aakash@plasticlabs.ai -> akattelu 2026-07-23 20:59:13 -07:00
Ben Barclay
ef6ce56cad
fix(cron): reconcile external provider after a claimed direct run (#70479)
A direct run (cronjob action='run' / webhook-triggered manual fire) takes
the job's fire_claim and advances next_run_at. When it races the external
provider's scheduled fire for the same occurrence, Chronos loses the claim
and — by design — does not re-arm (the winner owns the re-arm). But the
direct-run winner never notified the provider, so the NAS one-shot for the
consumed occurrence was left stale forever and the recurring job silently
stopped firing.

Observed in production: a managed 1-minute review job stalled for 20 hours
because a GitHub-webhook direct run claimed the job 2s before the Chronos
fire arrived; every subsequent occurrence was orphaned while /api/status
stayed green.

Fix: after a *claimed* direct execution completes (success or failure —
next_run_at advances at claim time either way), call
_notify_provider_jobs_changed_safe() so the active provider re-arms the
post-run next_run_at. No-op for the built-in ticker; claim-lost direct
runs still never notify (the winning scheduler owns the re-arm).
2026-07-24 13:37:04 +10:00
Teknium
3910ab28c0 feat(skills): update simplify-code to track upstream /simplify evolution (4th altitude reviewer, inline fallback)
Claude Code's /simplify was renamed away, community-restored, and rebuilt
since our 3-agent port (v2.1.63 -> v2.1.154+). This brings simplify-code
in line with the current upstream design, re-expressed in our own wording
and layered onto our existing risk-tier/confidence machinery:

- New Reviewer 4 (Altitude): flags band-aid fixes layered on shared
  infrastructure — special cases, symptom patches with unfixed sibling
  sites, workaround stacks — and points at the deeper mechanism fix.
  Matches our AGENTS.md 'fix the class, not the site' rubric.
- Explicit cleanup-vs-bug-hunt boundary: this skill improves working
  code; correctness review stays with requesting-code-review.
- Inline single-pass fallback when delegate_task is unavailable (leaf
  subagents, delegation disabled) — previously the skill just broke;
  now all four angles run sequentially with honest disclosure.
- Finding format gains a concrete-cost field.
- Efficiency reviewer adds closure-capture scope-retention leaks.
- Pitfalls: fan-out cap 3 -> 4, band-aid-vs-deliberate-boundary caveat,
  no-bug-hunting drift guard.

Kept our value-adds upstream lacks: SAFE/CAREFUL/RISKY tiers,
Chesterton's Fence via git blame, dry-run/focus/scope modifiers.
2026-07-23 20:05:44 -07:00
Teknium
25f81b36a4 docs(skills): clarify xurl search returns raw, engageable posts
With the built-in x_search tool (xAI-backed, returns a synthesized
answer) now shipping, the xurl skill's plain 'searching posts' wording
no longer disambiguated the two search surfaces. Describe xurl search
in its own terms — authenticated X index query returning raw post JSON
with IDs suitable for immediate engagement — so agents route correctly
whether or not x_search is enabled. No cross-toolset reference added,
per the schema/skill cross-reference rule.
2026-07-23 20:05:24 -07:00
teknium1
df1464ef95 docs(jupyter-notebook): mirror new zmq/xsrf pitfalls to docs pages
Regenerate the auto-gen skill page and translate pitfalls 9-10 into the
zh-Hans mirror, following the cherry-picked pitfall additions.
2026-07-23 20:01:28 -07:00
upicat
a4fa699a82 docs(jupyter-live-kernel): document zmq transport fallback and disable_check_xsrf pitfalls
Add two pitfalls discovered when running the skill against a fresh
Jupyter server:

- Pitfall #9: When the websocket reply channel hangs on every execute
  even though the kernel actually ran (REST shows execution_state=idle
  and execution_count increments), force zmq transport with
  --transport zmq. The zmq transport uses jupyter_client directly and
  sidesteps the broken websocket layer.

- Pitfall #10: A fresh ServerApp rejects POST /api/sessions with
  "_xsrf argument missing from POST" unless you start it with
  --ServerApp.disable_check_xsrf=True. Needed for REST-only flows
  where no browser/cookie is establishing the XSRF token.
2026-07-23 20:01:28 -07:00
teknium1
9a4d1a0130 refactor(skills): move yuanbao to optional-skills
The yuanbao skill is platform-specific guidance for Tencent Yuanbao
group chats — niche for the default bundled set. Per the
'when in doubt, optional' rule, ship it as an optional skill.

Install via: hermes skills install official/yuanbao/yuanbao
2026-07-23 19:47:46 -07:00
Teknium
0728f21613 docs(skills): sharpen nano-pdf description to contrast with pdf skill
The nano-pdf description repeated the skill name ('via nano-pdf CLI'),
violating the skill authoring standard, and spent its char budget
restating the name instead of distinguishing the skill from the
structural pdf skill. New description: 'Edit text in existing PDFs via
natural-language prompts.' (56 chars) — no name repetition, and
'text in existing PDFs' contrasts cleanly with pdf's
'Create, merge, split, fill, and secure PDF files.'

Propagated to the auto-generated docs pages and zh-Hans locale
(catalog row + per-skill page) for locale parity.
2026-07-23 19:47:44 -07:00
teknium1
832d691627 refactor(skills): move segment-anything to optional-skills
Per the 'when in doubt, optional' rule — zero-shot image segmentation
via SAM is a niche computer-vision capability with heavy deps
(torch, transformers), not something most users load.

Install via: hermes skills install official/mlops/segment-anything
2026-07-23 19:47:34 -07:00
teknium1
ba9277cc3e refactor(skills): move heartmula + audiocraft to optional-skills/creative
Both are heavy-dep, GPU-bound local music-generation skills (8-16GB VRAM,
torch stacks, manual source patches) that were bundled in two different
categories (media/ and mlops/models/). Per the 'when in doubt, optional'
rule they now sit side by side in optional-skills/creative/, and the
bundled songwriting-and-ai-music skill points at them for local generation.

- git mv skills/media/heartmula -> optional-skills/creative/heartmula
- git mv skills/mlops/models/audiocraft -> optional-skills/creative/audiocraft
- cross-link related_skills both ways + songwriting-and-ai-music
- new section 10 in songwriting-and-ai-music with install commands
- docs: bundled pages -> optional pages (en + zh-Hans), catalogs, sidebar

Install via:
  hermes skills install official/creative/heartmula
  hermes skills install official/creative/audiocraft
2026-07-23 19:47:21 -07:00
Teknium
e3d524b482 refactor(skills): restructure hermes-agent into a hub + absorb themes, desktop-plugins, tui-widgets, petdex
The hermes-agent skill body was a 51KB monolith loaded in full on every
trigger. It is now a lightweight hub (~12KB): identity, quick start, the
tmux orchestration guide (kept in-body — the autonomous-ai-agents category
contract), surface orientation, and hard invariants, with a routing table
into 18 reference files that carry the depth.

Absorbed four Hermes-specific skills as first-class references so their
content gains a discoverable home and room to grow without bloating any
primary body:

- skills/hermes-themes            -> references/themes.md + templates/skin.yaml
- skills/hermes-desktop-plugins   -> references/desktop-plugins.md + templates/plugin.js
- skills/productivity/tui-widgets -> references/tui-widgets.md + templates/clock.mjs
- skills/productivity/petdex      -> references/petdex.md

New references extracted from the old body: cli-reference, slash-commands,
providers-and-models, configuration, project-context-files,
security-privacy, background-systems, windows-quirks, troubleshooting,
contributor-guide (native-mcp and webhooks already existed). Also commits
delegate-task-concurrency-diagnosis and portal-auth-for-third-party-apps,
which the old body referenced but the repo never shipped.

Description updated to cover the widened scope:
'Use, configure, theme, extend, and orchestrate Hermes Agent.' (60 chars)
2026-07-23 19:46:02 -07:00
Teknium
d4b6165018 fix(skills): move dogfood skill into the software-development category
skills/dogfood/SKILL.md sat at the root of the bundled skills tree,
making it one of the few uncategorized skills (Discord /skill
autocomplete listed it under 'uncategorized'; hermes_cli/commands.py
cited it as the example). Move it to
skills/software-development/dogfood/ alongside the other QA/testing
skills (test-driven-development, systematic-debugging,
requesting-code-review).

- git mv skills/dogfood -> skills/software-development/dogfood
  (history preserved)
- fix test fixture path in tests/tools/test_browser_console.py
- update root-level-skill docstring examples (commands.py,
  generate-skill-docs.py) to cite computer-use, which is still root-level
- drop 'dogfood' from the category list in hermes-agent-skill-authoring
  SKILL.md (en + zh-Hans docs mirrors)
- docs: regenerate/move the bundled page to
  software-development-dogfood (en + zh-Hans), update sidebars.ts,
  skills-catalog.md, and the adversarial-ux-test related-skills link

E2E validated: fresh sync_skills() copies to the new nested path;
existing installs with the old flat copy keep it untouched (manifest is
name-keyed, hash unchanged -> skipped, no duplicate);
_get_category_from_path resolves 'software-development'; docusaurus
build green.
2026-07-23 19:45:54 -07:00
Teknium
b55bb2cd10 docs(context-engine): scope select_context/on_turn_complete — replace-needs only, MemoryProvider for observation-only, cache-stability guidance
Maintainer scoping decision for the #51226 salvage: document that
select_context() is for engines that must REPLACE per-request context
(retrieval/routing) — pre_llm_call is inject-only by documented cache
design; that observation-only plugins should implement a MemoryProvider
(sync_turn) rather than a context engine, with on_turn_complete scoped
as the observation mirror for engines that already select; and that a
non-no-op select_context naturally changes the prompt-cache prefix on
turns where the selection changes — engines should return stable
selections when nothing changed.
2026-07-23 19:44:35 -07:00
Teknium
13fe08d7e9 fix(context-engine): short-circuit the inherited no-op select_context before any per-request work
Verification follow-up for the #51226 salvage: the host call site guarded
select_context with hasattr(), but the ABC defines a default on every
engine, so the built-in ContextCompressor (and any non-implementing
engine) still paid per-request shallow copies of the conversation
history plus a hook call on every provider request. Identity-check the
bound method against ContextEngine.select_context and return the
request untouched — mirroring the existing base-method short-circuit in
_notify_context_engine_turn_complete — so the default path does zero
work, not just produces an identical result.

Adds two pins: the base no-op is never invoked (patched-to-raise base
stays silent), and ContextCompressor.__dict__ contains neither new verb.

Also registers the contributor email mapping for @chaos-xxl.
2026-07-23 19:44:35 -07:00
xue xinglong
56e00f4ca1 docs+test(context-engine): sync public guide coverage note; pin finalization-seam observation contract
- website guide: on_turn_complete() now carries the same best-effort coverage
  caveat as the ABC docstring (fires from the finalization seam; abnormal
  early-return paths bypass it) — removes the doc/code inconsistency.
- test: finalization seam emits on_turn_complete with usage=None + the
  interrupted flag for an interrupted finalized turn. Docstring records that
  the negative early-return-bypass half is best-effort and deferred to a
  shared-seam follow-up rather than pinned via a full run_conversation harness.
2026-07-23 19:44:35 -07:00
xue xinglong
5f65f0b0f8 fix(context-engine): snapshot select_context read-only inputs; scope on_turn_complete coverage doc
Addresses the hermes-sweeper review on #51226:
- _apply_context_engine_selection now passes shallow copies of the read-only
  conversation_messages / incoming_message to the hook, so an engine mutating
  them in place cannot corrupt persisted transcript state (enforces the
  request-only contract, not just documents it). Adds a mutation-regression
  test asserting persisted history + incoming message are untouched.
- on_turn_complete docstring: scope the coverage claim to the standard
  finalization seam. Some abnormal early-return paths (content-policy block,
  provider terminal failure) currently persist+return without finalization and
  don't emit the hook; documented as best-effort with a shared-seam follow-up,
  rather than over-promising a guaranteed callback for every early exit.
2026-07-23 19:44:35 -07:00
xue xinglong
915942935d fix(context-engine): fail open on empty select_context() result + doc public hooks
- _apply_context_engine_selection: reject an empty list. all([]) is True, so
  a [] returned by a failing/buggy engine previously replaced a valid request
  with an empty message list the downstream sanitizers can't restore; now it
  falls open to the unmodified request (honors the fail-open contract).
  Thanks @johnnykor82 for catching this on #41918's review.
- test: empty list keeps the original request (fail-open regression).
- docs: document select_context()/on_turn_complete() in the public
  context-engine plugin guide (were still describing only the old contract).
2026-07-23 19:44:35 -07:00
xue xinglong
71220cdf5b docs+test(context-engine): document select_context ordering/cache contract; add cache-stability + downstream-sanitizer tests
- context_engine.py: document that select_context() runs before cache-control
  and all request sanitizers, so (a) replacements still pass host validation
  and (b) the no-op default keeps the request byte-stable (AGENTS.md prompt-
  cache invariant). Note the hook is evaluated per provider request.
- tests: no-op path is byte-stable for cache-control; a role-unusual
  replacement is passed through for the existing downstream sanitizers to
  normalize (select_context does structural validation only).
2026-07-23 19:44:35 -07:00
xue xinglong
589cbafb87 feat(context-engine): forward real usage to on_turn_complete()
The on_turn_complete() observation hook is the engine's post-turn signal,
so it should receive the completed turn's canonical token usage when the
host has it, not a hardcoded None. Per @johnnykor82's #41918 contract: the
engine uses prompt/completion + cache_read/write/reasoning buckets to judge
how large/expensive the selected context was before the next select_context().

- conversation_loop.py: stash the most recent provider response's usage_dict
  (the same canonical shape fed to update_from_response) on the agent as
  _last_turn_usage; reset to None at turn start so turns that never reach a
  provider response (early failure / interrupt) forward None, not a stale
  prior turn's usage.
- turn_finalizer.py: forward agent._last_turn_usage instead of usage=None.
- context_engine.py: document the usage param contract on the ABC hook.
- tests: cover both ends through the real finalize_turn path — completed turn
  forwards the full canonical bucket set intact; no-response turn forwards None.

Co-authored-by: johnnykor82 <johnnykor82@users.noreply.github.com>
2026-07-23 19:44:35 -07:00
xue xinglong
bb9ef9d72c feat(context-engine): add on_turn_complete() observation hook
Adds the post-turn observation verb as the companion to select_context():
an optional, no-op-default on_turn_complete() called once after the
assistant/tool loop finishes, with the finalized transcript snapshot. Lets
an engine ingest/index/summarize the completed turn to inform the next
select_context(). Wired via _notify_context_engine_turn_complete() from
turn_finalizer.finalize_turn(); fail-open, base no-op short-circuited so
non-implementing engines (incl. the built-in compressor) pay nothing.

This is the request-assembly + observation pair from #41918; with this
commit the PR fully subsumes #41918's two hooks (prepare_request_messages
-> select_context, on_turn_complete) rather than only the selection half.

Co-authored-by: johnnykor82 <johnnykor82@users.noreply.github.com>
2026-07-23 19:44:35 -07:00
xue xinglong
dec464c351 feat(context-engine): add select_context() per-turn selection hook
Adds an optional, no-op-default select_context() hook to the ContextEngine
ABC, called every turn after the request messages are assembled and before
provider dispatch — independent of should_compress(). Lets an engine select
or replace which context enters the prompt for a single request (retrieval,
topic routing, role/branch switching) without mutating persisted history,
removing the need to abuse should_compress()=True as a per-turn callback.

The host call site (_apply_context_engine_selection) is fail-open: a missing
hook, an exception, or an invalid return value leaves the assembled request
untouched. Additive and non-breaking: the built-in compressor and every
existing engine are unaffected.

Consolidates the per-turn request-assembly surface proposed across #41918,

Related: #36765 #41918 #24949 #47109 #50053 #23837 #25115 #29370
2026-07-23 19:44:35 -07:00
Teknium
4025329ac4
feat(gateway): opt-in compression progress notices via compression.progress_notices (#52995) (#70457)
Routine automatic compression stays silent-by-design on chat platforms
(default unchanged, byte-identical). New opt-in config key
compression.progress_notices (bool, default false) opens a gate on the
gateway noise filter (_prepare_gateway_status_message) that lets ROUTINE
compression progress statuses through to chat surfaces.

- Membership is derived from the #69550 status template constants in
  agent/conversation_compression.py (compiled to a literal-escaped regex,
  never re-inlined wording), so unrelated noisy statuses (aux failures,
  provider retry/rate-limit chatter) stay suppressed even when enabled.
- The compaction completion notice (COMPACTION_DONE_STATUS, #69546
  lifecycle 'compacted' edge) already flows through the status path and
  passes the filter — no new emit site needed.
- Config wired everywhere: hermes_cli/config.py DEFAULT_CONFIG,
  cli-config.yaml.example, gateway raw-YAML read (live, mtime-cached),
  gateway hot-reload cache-busting key list, website configuration docs.
- Failure notices and manual /compress feedback remain always-visible;
  VISIBLE_COMPRESSION_MESSAGES and emit sites untouched.

Design by @havok-training (issue #52995).
2026-07-23 19:44:19 -07:00
hermes-seaeye[bot]
a7a696ba59
fmt(js): npm run fix on merge (#70455)
Co-authored-by: github-actions[bot] <github-actions[bot]@users.noreply.github.com>
2026-07-24 01:58:39 +00:00
Teknium
7b65073dc9 fix(moa): tolerate SDK-shaped tool_call entries in _render_tool_calls
_render_tool_calls only handled dict-shaped entries; a SimpleNamespace-
shaped tool_call (SDK-style stream-stitched responses) rendered as
'[called tool: tool]', silently losing the function name and arguments
from the advisory view. Handle both shapes (including a namespace-shaped
nested function inside a dict entry).

One-hunk hardening salvaged from closed #59712.

Co-authored-by: SquabbyZ <601709253@qq.com>
2026-07-23 18:40:09 -07:00
Teknium
975eb3a365 fix(moa): trim reference messages to fit each model's context window
Reference models may have a smaller context window than the aggregator
(e.g. kimi-k2.7-code @ 262K advising a glm-5.2 @ 1M conversation).
Without context-length protection, a reference whose window is exceeded
gets a hard HTTP 400 from the provider, which _run_reference's
try/except silently converts to a [failed: …] note — the MoA turn
silently degrades to fewer references (#60345).

Redesigned implementation of #60387:
- Estimate AFTER the advisory system prompt is prepended, so the
  request that is actually sent is what gets budgeted.
- Reserve output headroom: the preset's reference_max_tokens when set,
  else an 8192-token constant, plus a 10% estimator-error fraction.
- Trim on advisory-view boundaries (text-only user/assistant turns; no
  tool-result frames to orphan), preserving the system prompt, the
  user-first invariant after every pop (never assistant-first), and the
  trailing synthetic user turn.
- Cache get_model_context_length per (provider, model) in a per-fan-out
  dict shared across the worker threads, so a turn resolves each
  window once instead of probing metadata sources
  per-reference-per-iteration (failures are cached too).

Co-authored-by: webtecnica <75556242+webtecnica@users.noreply.github.com>
2026-07-23 18:40:09 -07:00
Teknium
55f3826224 fix(moa): keep real accounting for interrupted-but-billed references; don't cache interrupted results
Follow-ups for salvaged #56344:

- A reference that completes between the interrupt check and the reap
  keeps its REAL output and accounting (the provider call billed) instead
  of being zeroed with a placeholder.
- A reference still in flight at interrupt time gets a placeholder in the
  results, but its future now carries a done-callback that folds the
  eventual real usage/cost into the facade's pending accounting
  (late_accounting_sink -> _record_late_reference_accounting), so billed
  spend is never silently dropped. Pending totals are folded (not
  overwritten) and guarded by a lock since done-callbacks fire on
  executor worker threads.
- Interrupted placeholder results are no longer written into the facade's
  turn-scoped reference cache: a cache HIT never re-runs references, so
  caching a partial snapshot would replay '[skipped: interrupted by
  user]' notes for the rest of the turn. The cache is left empty and the
  next create() re-runs the fan-out.
2026-07-23 18:40:09 -07:00
srojk34
68cd755731 fix(moa): allow a user interrupt to abort the reference fan-out wait
agent/tool_executor.py's concurrent tool batch checks agent._interrupt_requested
and aborts the wait early; agent/moa_loop.py's _run_references_parallel had
no equivalent, so a MoA-enabled turn blocked on ThreadPoolExecutor.result()
until every reference model finished or hit its own individual
auxiliary.moa_reference timeout -- there was no way for the user to abort a
live turn mid-fanout.

Thread an optional `agent` parameter through aggregate_moa_context ->
_run_references_parallel (used when MoA references run alongside the main
model) and MoAClient/MoAChatCompletions (used when the MoA preset itself is
the acting model), then poll concurrent.futures.wait() in
_REFERENCE_POLL_INTERVAL_S slices instead of blocking on future.result() per
reference, checking agent._interrupt_requested each cycle.

Deliberately scoped to interrupt/cancel only -- no new or changed timeout
value, so this doesn't overlap open PRs #53784/#53875 (which lower the
per-reference timeout default but don't add interrupt support). `agent` is
optional and defaults to None, so any caller that doesn't pass it keeps
today's uninterruptible blocking behavior unchanged.
2026-07-23 18:40:09 -07:00
Teknium
62c2b299a3 fix(moa): act aggregator-alone on the facade path when all references fail
Extends the all-references-failed short-circuit (#56975) to the
persistent `provider: moa` facade path: MoAChatCompletions.create()
previously attached 'use the reference responses below' guidance built
entirely from failure sentinels and called the aggregator with it. Now
an all-failed turn attaches either the sanitized unavailability notice
(loud policy) or nothing (silent policy), and the aggregator — which IS
the acting model — simply acts alone. Advisor accounting for the failed
fan-out is still recorded.

Co-authored-by: liuhao1024 <sunsky.lau@gmail.com>
2026-07-23 18:40:09 -07:00
liuhao1024
f0ed77b627 fix(moa): skip aggregator synthesis when all references fail
When every MoA reference model returns a failure (HTTP error, timeout,
etc.) or is skipped by the recursion guard, the one-shot aggregator
synthesis call is now skipped entirely. Previously it would try to
synthesise a wall of failure sentinels, which could block for the full
provider timeout (observed ~6 min on SenseNova) before returning a
non-retryable error that left the session hanging.

The early return carries the sanitized unavailability notice (never raw
provider error text, per the failed-reference containment) so the main
agent loop can still act in single-model mode.

Salvaged from #56975, reworked atop the _is_failed_reference helpers.
2026-07-23 18:40:09 -07:00
Teknium
d3fc27bbf8 fix(moa): make reference_timeout default inherit auxiliary config; filter recursion-guard skips
Follow-ups for salvaged #53784:

- reference_timeout now defaults to None = no per-preset override, so the
  reference fan-out inherits auxiliary.moa_reference.timeout (900s default)
  via call_llm's own per-task timeout resolution. The PR's 30.0s default
  would have cut off long-thinking advisors mid-response, and its 300s max
  cap capped legitimate explicit values — both removed. Explicit per-preset
  values are still honored as-is.
- _is_failed_reference also treats '[skipped: …]' recursion-guard notes as
  internal sentinels, keeping them out of both aggregator prompts.
- Dashboard/desktop TS types updated to number | null; web_server validator
  accepts null/empty as 'inherit'.
2026-07-23 18:40:09 -07:00
robbyczgw-cla
223881e492 fix(dashboard): reject invalid MoA controls 2026-07-23 18:40:09 -07:00
robbyczgw-cla
ccdf171bcd fix(moa): contain failed reference details 2026-07-23 18:40:09 -07:00