feat(context-engine): select_context() + on_turn_complete() ABC verbs — salvage of #51226 (@chaos-xxl, RFC #36765) - #70458
Merged
Conversation
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
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>
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>
…tract; 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).
… 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).
…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.
…ization-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.
… 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.
…-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.
Contributor
૮ >ﻌ< ა ci reviewran on 85e2736 all good! |
Contributor
|
Thanks for the salvage and for preserving authorship — really appreciate it. The two maintainer additions look right to me: the inherited-no-op short-circuit is the correct zero-cost default path, and the scoping guidance (select vs. MemoryProvider, cache-prefix stability) is a good clarification I'd have wanted in the docs anyway. Happy to pick up the early-return |
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….7.30 ➔ v2026.8.3) (#253)
This PR contains the following updates:
| Package | Update | Change |
|---|---|---|
| [ghcr.io/gabrielcosi/hermes-agent](https://github.com/NousResearch/hermes-agent) | minor | `v2026.7.30` → `v2026.8.3` |
---
### Release Notes
<details>
<summary>NousResearch/hermes-agent (ghcr.io/gabrielcosi/hermes-agent)</summary>
### [`v2026.8.3`](https://github.com/NousResearch/hermes-agent/releases/tag/v2026.8.3): Hermes Agent v0.20.0 (2026.8.3)
[Compare Source](https://github.com/NousResearch/hermes-agent/compare/v2026.7.30...v2026.8.3)
##### Hermes Agent v0.20.0 (v2026.8.3)
**Release Date:** August 3, 2026
**Since v0.19.0:** \~3,650 commits · \~1,400 merged PRs · \~5,200 files changed · \~559,000 insertions · \~405,000 deletions · **\~1,200 issues closed** · 650+ contributors
> **The Herald Release.** Hermes is the herald of the gods, and this release makes him one in earnest: he **speaks** (real-time conversational voice with streaming TTS, barge-in, on-device wake words, and hands-free control across the CLI, desktop, and every audio-capable gateway platform), he **carries word to other agents** (A2A v1.0), he **announces events to your systems** (signed outbound webhooks), and he **cites his sources** (grounded research with verifiable citations and fact-checking). Around that spine: the desktop app became a platform (artifacts with live preview, a plugin SDK, quick-entry from anywhere, multiple windows), the CLI got a wave of power commands (`!` shell mode, `/init`, `/diff`, `/context`, `/focus`), compression got smarter and gentler, and the tools themselves now recover from their own failures instead of making the model guess. This release rolls up everything from the v0.19.1 infrastructure patch tag — that window is fully documented here.
***
##### ✨ Highlights
- **Talk to Hermes — streaming, conversational voice with barge-in** — Voice mode used to mean: speak, wait for the whole reply to generate, then listen to one long audio file. Now Hermes speaks clause-by-clause as the response streams, you can interrupt it mid-sentence by just talking (it stops, listens, and the model is told you cut in), and busy-aware silence detection means it doesn't talk over you. This works in CLI voice mode, on the desktop, and through gateway adapters. Talking to Hermes finally feels like a conversation, not a voicemail exchange. ([#​69511](https://github.com/NousResearch/hermes-agent/pull/69511), [#​73862](https://github.com/NousResearch/hermes-agent/pull/73862), [#​74223](https://github.com/NousResearch/hermes-agent/pull/74223), [#​74000](https://github.com/NousResearch/hermes-agent/pull/74000), [#​69602](https://github.com/NousResearch/hermes-agent/pull/69602) — [@​teknium1](https://github.com/teknium1), [@​OutThisLife](https://github.com/OutThisLife))
- **Wake words and hands-free control** — Say your own open-vocabulary wake phrase ("hey Hermes", or anything you pick) and Hermes starts listening — detection runs on-device, so no audio leaves your machine while it waits. Multi-profile voice routing means different wake words can reach different profiles, and saying "stop" ends the voice chat on every surface without touching the keyboard. Your terminal is now something you can talk to from across the room. ([#​70509](https://github.com/NousResearch/hermes-agent/pull/70509), [#​73106](https://github.com/NousResearch/hermes-agent/pull/73106), [#​73933](https://github.com/NousResearch/hermes-agent/pull/73933) — [@​teknium1](https://github.com/teknium1))
- **Voice on every platform** — Send a voice note to Hermes on WhatsApp, Feishu, DingTalk, LINE, QQ, Photon, or Weixin and it's transcribed and answered; auto-TTS replies are delivered platform-aware (opus where platforms want opus, captions attached correctly). STT is now fully configurable — its own `hermes tools` category, GUI toggles, dashboard dropdowns, unified language resolution so transcripts stop coming back in the wrong language, and OpenAI's gpt-transcribe support. One unified spoken-text preprocessor cleans markdown, code, and URLs out of speech across all TTS providers. ([#​73515](https://github.com/NousResearch/hermes-agent/pull/73515), [#​73508](https://github.com/NousResearch/hermes-agent/pull/73508), [#​73910](https://github.com/NousResearch/hermes-agent/pull/73910), [#​73513](https://github.com/NousResearch/hermes-agent/pull/73513), [#​73067](https://github.com/NousResearch/hermes-agent/pull/73067) — [@​teknium1](https://github.com/teknium1))
- **Research you can trust — grounded citations with fact-checking** — The new `grounded-citations` skill makes Hermes produce research where every claim is backed by a verifiable source: quotes are matched against the actual page text (not hallucinated), citations link to the exact evidence, and a fact-checking mode turns the same machinery on any document or claim you hand it — it tells you what checks out, what doesn't, and what couldn't be verified. If you use Hermes for research, this is the difference between "sounds right" and "provably sourced." ([#​71698](https://github.com/NousResearch/hermes-agent/pull/71698), [#​77104](https://github.com/NousResearch/hermes-agent/pull/77104) — [@​teknium1](https://github.com/teknium1))
- **Outbound webhooks — Hermes pushes events to your systems** — Until now, integrating with Hermes meant polling or listening on a platform. Now Hermes pushes **signed lifecycle events** (session activity, turn completions, tool events) to any HTTP endpoint you register — with HMAC signatures so your receiver can verify authenticity. Wire Hermes into your CI, your home automation, your dashboards, or any service that speaks HTTP, with no polling loop. ([#​69406](https://github.com/NousResearch/hermes-agent/pull/69406) — [@​teknium1](https://github.com/teknium1))
- **The desktop app becomes a platform — artifacts, plugin SDK, quick entry** — Hermes desktop now renders **artifacts**: versioned cards with sandboxed live preview in a right-rail viewer, so generated HTML/apps run safely next to the chat. A real **plugin SDK** landed with Kanban as its founding plugin, `ctx.download` for handing users files, floating pane placement, and multiple GUI windows. A global-hotkey **quick-entry window** captures a thought into any session from anywhere in your OS. The desktop stopped being a chat client and started being a workbench. ([#​72345](https://github.com/NousResearch/hermes-agent/pull/72345), [#​61173](https://github.com/NousResearch/hermes-agent/pull/61173), [#​74413](https://github.com/NousResearch/hermes-agent/pull/74413), [#​72315](https://github.com/NousResearch/hermes-agent/pull/72315), [#​68259](https://github.com/NousResearch/hermes-agent/pull/68259), [#​73143](https://github.com/NousResearch/hermes-agent/pull/73143) — [@​OutThisLife](https://github.com/OutThisLife), [@​teknium1](https://github.com/teknium1))
- **Hermes speaks Agent-to-Agent — A2A v1.0** — A new bundled plugin implements the Agent-to-Agent protocol, so Hermes can discover, talk to, and be driven by other A2A-compatible agents. This closes issue [#​514](https://github.com/NousResearch/hermes-agent/issues/514) — one of the oldest open feature requests in the repo. If you're building multi-agent systems with heterogeneous stacks, Hermes now has a standard wire protocol for joining them. ([#​77109](https://github.com/NousResearch/hermes-agent/pull/77109) — [@​teknium1](https://github.com/teknium1))
- **CLI power-user wave** — `!command` runs a shell command instantly without spending a model turn. `/init` scans your project and generates (or updates) an `AGENTS.md`. `/diff` shows staged/all/session changes from any surface, `/context` breaks down exactly what's filling your context window, `/focus` gives you a reduced-output view with hidden-line recovery, and Ctrl+S stashes a half-written prompt into a browsable panel. Plus `hermes import-agent` migrates your Claude Code or Codex CLI setup into Hermes in one command. ([#​72257](https://github.com/NousResearch/hermes-agent/pull/72257), [#​72178](https://github.com/NousResearch/hermes-agent/pull/72178), [#​72240](https://github.com/NousResearch/hermes-agent/pull/72240), [#​72242](https://github.com/NousResearch/hermes-agent/pull/72242), [#​72302](https://github.com/NousResearch/hermes-agent/pull/72302), [#​72262](https://github.com/NousResearch/hermes-agent/pull/72262), [#​72190](https://github.com/NousResearch/hermes-agent/pull/72190) — [@​teknium1](https://github.com/teknium1), several salvaging long-standing community PRs)
- **Correct the agent mid-turn — redirects** — If Hermes is heading the wrong way, you no longer have to `/stop` and re-explain. Type a correction while it works and the active turn is redirected: work in flight is preserved, the original prompt is kept, and the agent course-corrects with your new guidance. Paired with double-ESC draft discard and a composer undo stack, steering feels like editing, not restarting. ([#​63104](https://github.com/NousResearch/hermes-agent/pull/63104), [#​72339](https://github.com/NousResearch/hermes-agent/pull/72339), [#​74736](https://github.com/NousResearch/hermes-agent/pull/74736) — [@​OutThisLife](https://github.com/OutThisLife))
- **Tools that fix themselves** — A sweep of self-recovery upgrades means the agent wastes far fewer turns on tool friction: truncated terminal output spills to a file the agent can read back, `patch` detects already-applied edits and diagnoses whitespace mismatches, `write_file` verifies content on disk, searches that match nothing probe for near-misses and recover, and common failure classes come back with actionable hints. The default tool-calling iteration limit also jumped 90 → 500 — long autonomous runs stopped hitting an artificial wall. ([#​77041](https://github.com/NousResearch/hermes-agent/pull/77041), [#​76998](https://github.com/NousResearch/hermes-agent/pull/76998), [#​77024](https://github.com/NousResearch/hermes-agent/pull/77024), [#​77055](https://github.com/NousResearch/hermes-agent/pull/77055), [#​77011](https://github.com/NousResearch/hermes-agent/pull/77011), [#​76992](https://github.com/NousResearch/hermes-agent/pull/76992), [#​72176](https://github.com/NousResearch/hermes-agent/pull/72176) — [@​teknium1](https://github.com/teknium1))
- **Compression that respects your conversation** — Context compression got a deep overhaul: proactive tool-result pruning for large-window models, per-turn micro-compaction that amortizes the cost instead of one giant pause, a guaranteed N-user-message tail so recent conversation always survives, progress-aware timeouts that stop punishing slow summary models, and ghost-skill defense so a pruned skill can never silently haunt a session. Thresholds are now configurable per-model and in absolute tokens. Long sessions stay coherent and stop stalling. ([#​70254](https://github.com/NousResearch/hermes-agent/pull/70254), [#​75345](https://github.com/NousResearch/hermes-agent/pull/75345), [#​70250](https://github.com/NousResearch/hermes-agent/pull/70250), [#​71508](https://github.com/NousResearch/hermes-agent/pull/71508), [#​70275](https://github.com/NousResearch/hermes-agent/pull/70275) — [@​teknium1](https://github.com/teknium1), [@​kshitijk4poor](https://github.com/kshitijk4poor), salvaging multiple community PRs)
- **Smart approvals grow up** — `hermes approvals suggest` mines your approval history into allowlist proposals, operators can customize the smart-approval policy, a consecutive-denial circuit breaker stops a misbehaving loop cold, and desktop pairing approvals are profile-correct with a proper surface to answer them from. Plus a new approval gate for docker/podman daemon-redirect commands. Less clicking "approve", without giving an inch of control. ([#​72259](https://github.com/NousResearch/hermes-agent/pull/72259), [#​72186](https://github.com/NousResearch/hermes-agent/pull/72186), [#​72203](https://github.com/NousResearch/hermes-agent/pull/72203), [#​74446](https://github.com/NousResearch/hermes-agent/pull/74446), [#​71092](https://github.com/NousResearch/hermes-agent/pull/71092) — [@​teknium1](https://github.com/teknium1), [@​OutThisLife](https://github.com/OutThisLife))
- **Faster everywhere, again** — Prompt caching now covers tool schemas on native Anthropic without history loss. `hermes -w` cold start dropped \~14s → \~1.8s, `hermes update` no-ops got 2–6s faster, heavy SDKs lazy-load off the import path, config reads stopped deep-copying (54× faster on the telemetry gate), and the desktop shipped a second 60fps wave — streaming cost independent of transcript length, drag at 60fps with five streaming tabs, idle CPU near zero in the background. ([#​76032](https://github.com/NousResearch/hermes-agent/pull/76032), [#​71637](https://github.com/NousResearch/hermes-agent/pull/71637), [#​74218](https://github.com/NousResearch/hermes-agent/pull/74218), [#​74204](https://github.com/NousResearch/hermes-agent/pull/74204), [#​71835](https://github.com/NousResearch/hermes-agent/pull/71835), [#​72346](https://github.com/NousResearch/hermes-agent/pull/72346), [#​75218](https://github.com/NousResearch/hermes-agent/pull/75218) — [@​kshitijk4poor](https://github.com/kshitijk4poor), [@​teknium1](https://github.com/teknium1), [@​OutThisLife](https://github.com/OutThisLife))
- **New places to run and be reached** — Buzz lands as a bundled gateway platform (Block's Nostr-based messenger, with native WebSocket transport and NIP-42 auth), the Vercel AI Gateway provider and Vercel Sandbox terminal backend return modernized, desktop gains an SSH remote-backend connection mode, and the Relay shipped four phases of parity — media, interactive prompts, thread lifecycle, typing indicators — plus HSP personal + org skill sync. ([#​73610](https://github.com/NousResearch/hermes-agent/pull/73610), [#​73761](https://github.com/NousResearch/hermes-agent/pull/73761), [#​74518](https://github.com/NousResearch/hermes-agent/pull/74518), [#​68130](https://github.com/NousResearch/hermes-agent/pull/68130), [#​71300](https://github.com/NousResearch/hermes-agent/pull/71300)–[#​71624](https://github.com/NousResearch/hermes-agent/pull/71624), [#​66730](https://github.com/NousResearch/hermes-agent/pull/66730) — [@​teknium1](https://github.com/teknium1), [@​yoniebans](https://github.com/yoniebans), [@​benbarclay](https://github.com/benbarclay))
***
##### 🎙️ Voice & Speech
##### Conversational voice
- Streaming, conversational TTS with barge-in across all surfaces; clause-by-clause synthesis for CLI voice mode + gateway adapters ([#​69511](https://github.com/NousResearch/hermes-agent/pull/69511), [#​73862](https://github.com/NousResearch/hermes-agent/pull/73862) — [@​OutThisLife](https://github.com/OutThisLife), [@​teknium1](https://github.com/teknium1))
- Voice chat UX polish — busy-aware silence, stop hint, thinking sounds, barge-in fix; full-duplex turn listener (interrupt by voice during generation AND playback) ([#​74000](https://github.com/NousResearch/hermes-agent/pull/74000), [#​74223](https://github.com/NousResearch/hermes-agent/pull/74223) — [@​teknium1](https://github.com/teknium1))
- On-device wake words with open-vocabulary phrases + multi-profile voice routing; say "stop" to end voice chat hands-free on every surface ([#​70509](https://github.com/NousResearch/hermes-agent/pull/70509), [#​73106](https://github.com/NousResearch/hermes-agent/pull/73106), [#​73933](https://github.com/NousResearch/hermes-agent/pull/73933) — [@​teknium1](https://github.com/teknium1))
- The model is told when the user interrupts its spoken reply; desktop speaks the whole turn and idle-flushes held narration ([#​69602](https://github.com/NousResearch/hermes-agent/pull/69602), [#​69936](https://github.com/NousResearch/hermes-agent/pull/69936) — [@​OutThisLife](https://github.com/OutThisLife), [@​teknium1](https://github.com/teknium1))
- 15-item CLI/TUI voice-mode UX and environment fix wave ([#​73520](https://github.com/NousResearch/hermes-agent/pull/73520) — [@​teknium1](https://github.com/teknium1))
##### TTS / STT infrastructure
- Unified spoken-text preprocessing + speed/instructions/provider tool params; unified STT language resolution (fixes the wrong-language transcription class); global `stt.language` defaults to `en` ([#​73513](https://github.com/NousResearch/hermes-agent/pull/73513), [#​73067](https://github.com/NousResearch/hermes-agent/pull/73067), [#​73100](https://github.com/NousResearch/hermes-agent/pull/73100) — [@​teknium1](https://github.com/teknium1))
- Fully configurable STT — `hermes tools` category, GUI toggle/matrix, dashboard dropdowns, setup status; OpenAI gpt-transcribe support ([#​73910](https://github.com/NousResearch/hermes-agent/pull/73910), [#​73853](https://github.com/NousResearch/hermes-agent/pull/73853) — [@​teknium1](https://github.com/teknium1))
- Platform-aware auto-TTS voice delivery (opus platforms, streamed/global gap, captions); inbound voice classification/routing for Feishu, DingTalk, LINE, QQ, Photon, WhatsApp, Weixin ([#​73508](https://github.com/NousResearch/hermes-agent/pull/73508), [#​73515](https://github.com/NousResearch/hermes-agent/pull/73515) — [@​teknium1](https://github.com/teknium1))
- Command TTS/STT provider hardening — idle timeouts, env scrubbing, no-shell, path guards ([#​73514](https://github.com/NousResearch/hermes-agent/pull/73514) — [@​teknium1](https://github.com/teknium1))
- Sync per-sentence TTS synthesis pipelined with playback — the next sentence renders while the current one speaks ([#​77355](https://github.com/NousResearch/hermes-agent/pull/77355) — [@​kshitijk4poor](https://github.com/kshitijk4poor))
- Discord voice PCM streams to ffmpeg stdin instead of a temp file ([#​76970](https://github.com/NousResearch/hermes-agent/pull/76970) — [@​kshitijk4poor](https://github.com/kshitijk4poor))
##### 🏗️ Core Agent & Architecture
##### Compression & context
- Proactive tool-result pruning for large-window models; per-turn micro-compaction; N-user tail guarantee (`compression.min_tail_user_messages`); bounded summarizer input with head+tail retention ([#​70254](https://github.com/NousResearch/hermes-agent/pull/70254), [#​75345](https://github.com/NousResearch/hermes-agent/pull/75345), [#​70250](https://github.com/NousResearch/hermes-agent/pull/70250), [#​70249](https://github.com/NousResearch/hermes-agent/pull/70249) — [@​teknium1](https://github.com/teknium1), [@​kshitijk4poor](https://github.com/kshitijk4poor))
- Ghost-skill defense — `[SKILL_PRUNED]` markers, protected prune, deterministic survival; progress-aware timeouts; lock-contended compression soft-defers instead of exhausting ([#​70275](https://github.com/NousResearch/hermes-agent/pull/70275), [#​71508](https://github.com/NousResearch/hermes-agent/pull/71508), [#​70285](https://github.com/NousResearch/hermes-agent/pull/70285) — [@​teknium1](https://github.com/teknium1))
- Per-model threshold overrides; absolute token threshold (`compression.threshold_tokens`); opt-in idle-triggered compaction; opt-in progress notices; structured local logging for compression attempts ([#​69339](https://github.com/NousResearch/hermes-agent/pull/69339), [#​69335](https://github.com/NousResearch/hermes-agent/pull/69335), [#​69360](https://github.com/NousResearch/hermes-agent/pull/69360), [#​70457](https://github.com/NousResearch/hermes-agent/pull/70457), [#​69338](https://github.com/NousResearch/hermes-agent/pull/69338) — [@​teknium1](https://github.com/teknium1))
- Context-engine ABC grows `select_context()` + `on_turn_complete()` verbs (salvage of [@​chaos-xxl](https://github.com/chaos-xxl)'s RFC work); engines can suppress or customize compaction status ([#​70458](https://github.com/NousResearch/hermes-agent/pull/70458), [#​69859](https://github.com/NousResearch/hermes-agent/pull/69859) — [@​teknium1](https://github.com/teknium1))
- Strict redaction applied at every compaction text boundary ([#​69294](https://github.com/NousResearch/hermes-agent/pull/69294) — [@​teknium1](https://github.com/teknium1))
##### Prompt caching & hot-path performance
- Tool schemas cached on native Anthropic without history loss + consolidated cache-plan internals ([#​76032](https://github.com/NousResearch/hermes-agent/pull/76032), [#​76067](https://github.com/NousResearch/hermes-agent/pull/76067) — [@​kshitijk4poor](https://github.com/kshitijk4poor))
- DeepSeek prompt caching on OpenCode gateways; per-API-call token accounting off the turn thread; OpenAI wire client reused across sequential LLM calls; send-path tool-call canonicalization memoized ([#​75886](https://github.com/NousResearch/hermes-agent/pull/75886), [#​73359](https://github.com/NousResearch/hermes-agent/pull/73359), [#​73375](https://github.com/NousResearch/hermes-agent/pull/73375), [#​76880](https://github.com/NousResearch/hermes-agent/pull/76880) — [@​teknium1](https://github.com/teknium1), [@​kshitijk4poor](https://github.com/kshitijk4poor))
- Readonly config loader at 29 call sites (28× cheaper reads); per-turn config deepcopies killed (telemetry gate 54×); one raw config.yaml parse per process; inter-tool delay removed ([#​74322](https://github.com/NousResearch/hermes-agent/pull/74322), [#​74211](https://github.com/NousResearch/hermes-agent/pull/74211), [#​74228](https://github.com/NousResearch/hermes-agent/pull/74228), [#​64172](https://github.com/NousResearch/hermes-agent/pull/64172) — [@​teknium1](https://github.com/teknium1), [@​Soju06](https://github.com/Soju06))
- Lazy heavy-SDK imports (−8-10% import cost on top of the mcp/tool-discovery diet); streaming hot loop drops per-chunk repr() (\~3× cheaper accounting); cursor/memo optimizations for per-iteration history walks ([#​74204](https://github.com/NousResearch/hermes-agent/pull/74204), [#​74194](https://github.com/NousResearch/hermes-agent/pull/74194), [#​74221](https://github.com/NousResearch/hermes-agent/pull/74221), [#​74231](https://github.com/NousResearch/hermes-agent/pull/74231) — [@​teknium1](https://github.com/teknium1))
- Cold-start \~14s GIL stall during backend init mitigated; turn flush batched into one SQLite transaction; provider-capability-gated prompt cache keys (implied for api.openai.com) ([#​77814](https://github.com/NousResearch/hermes-agent/pull/77814), [#​77619](https://github.com/NousResearch/hermes-agent/pull/77619), [#​77609](https://github.com/NousResearch/hermes-agent/pull/77609) — [@​kshitijk4poor](https://github.com/kshitijk4poor))
- AIAgent hot-path salvage — prompt-cache copy, reasoning-timeout precompute, lazy compressor init ([#​57229](https://github.com/NousResearch/hermes-agent/pull/57229) — [@​kshitijk4poor](https://github.com/kshitijk4poor))
##### Approvals & the agent loop
- `hermes approvals suggest` mines approval history into allowlist proposals; operator-customizable `approvals.smart_policy`; consecutive-denial circuit breaker; cross-surface approvals mode command ([#​72259](https://github.com/NousResearch/hermes-agent/pull/72259), [#​72186](https://github.com/NousResearch/hermes-agent/pull/72186), [#​72203](https://github.com/NousResearch/hermes-agent/pull/72203), [#​63517](https://github.com/NousResearch/hermes-agent/pull/63517) — [@​teknium1](https://github.com/teknium1))
- Docker/podman daemon-redirect commands require approval; session-wide runaway-loop caps for web\_search + delegate\_task (Claude Code-inspired) ([#​71092](https://github.com/NousResearch/hermes-agent/pull/71092), [#​66600](https://github.com/NousResearch/hermes-agent/pull/66600) — [@​teknium1](https://github.com/teknium1))
- Mid-turn redirects — user corrections steer the active turn, preserving in-flight work and the original prompt ([#​63104](https://github.com/NousResearch/hermes-agent/pull/63104), [#​72339](https://github.com/NousResearch/hermes-agent/pull/72339) — [@​OutThisLife](https://github.com/OutThisLife))
- Delegation: structured timeout/stall metadata + live per-child status in `/agents`; subagents can use `execute_code`; redacted child tool history exposed in `subagent_stop`; public subagent lifecycle API for plugins ([#​72300](https://github.com/NousResearch/hermes-agent/pull/72300), [#​69325](https://github.com/NousResearch/hermes-agent/pull/69325), [#​72403](https://github.com/NousResearch/hermes-agent/pull/72403), [#​72501](https://github.com/NousResearch/hermes-agent/pull/72501) — [@​teknium1](https://github.com/teknium1))
- Single-owner refactors for backend identity + failure-scoped skips, empty-content wire repair, call\_id/reasoning sanitization, model-switch parsing ([#​72505](https://github.com/NousResearch/hermes-agent/pull/72505), [#​73071](https://github.com/NousResearch/hermes-agent/pull/73071), [#​74319](https://github.com/NousResearch/hermes-agent/pull/74319), [#​74229](https://github.com/NousResearch/hermes-agent/pull/74229) — [@​teknium1](https://github.com/teknium1))
- Labeled reasoning excerpt surfaced at the empty-response terminal; tool\_search probe-validates blind tool\_call args ([#​65144](https://github.com/NousResearch/hermes-agent/pull/65144), [#​59267](https://github.com/NousResearch/hermes-agent/pull/59267) — [@​teknium1](https://github.com/teknium1))
##### Tool self-recovery wave
- Terminal: recoverable truncation (full output spilled + pre-truncation size), cwd echoed when a command changes directory, output-pattern failure hints ([#​77041](https://github.com/NousResearch/hermes-agent/pull/77041), [#​77004](https://github.com/NousResearch/hermes-agent/pull/77004), [#​76992](https://github.com/NousResearch/hermes-agent/pull/76992) — [@​teknium1](https://github.com/teknium1))
- Patch: already-applied edits return success no-op, whitespace-visualized no-match diagnosis, ambiguous-match locations listed ([#​76998](https://github.com/NousResearch/hermes-agent/pull/76998), [#​77024](https://github.com/NousResearch/hermes-agent/pull/77024), [#​77001](https://github.com/NousResearch/hermes-agent/pull/77001) — [@​teknium1](https://github.com/teknium1))
- Search: zero-match probes + multi-path recovery, auto-multiline for newline patterns; read\_file default limit 500 → 2000 lines; negative-result cache for read/search misses; write\_file verifies on-disk content ([#​77011](https://github.com/NousResearch/hermes-agent/pull/77011), [#​77102](https://github.com/NousResearch/hermes-agent/pull/77102), [#​76996](https://github.com/NousResearch/hermes-agent/pull/76996), [#​76945](https://github.com/NousResearch/hermes-agent/pull/76945), [#​77055](https://github.com/NousResearch/hermes-agent/pull/77055) — [@​teknium1](https://github.com/teknium1), [@​kshitijk4poor](https://github.com/kshitijk4poor))
- execute\_code recovery hints; skill\_view dedup stub for unchanged re-reads; terminal/execute\_code schema prose trimmed \~40%; tiered tool disclosure scales with catalog size; default iteration limit 90 → 500 ([#​77106](https://github.com/NousResearch/hermes-agent/pull/77106), [#​77095](https://github.com/NousResearch/hermes-agent/pull/77095), [#​77023](https://github.com/NousResearch/hermes-agent/pull/77023), [#​67034](https://github.com/NousResearch/hermes-agent/pull/67034), [#​72176](https://github.com/NousResearch/hermes-agent/pull/72176) — [@​teknium1](https://github.com/teknium1))
##### Providers & models
- Vercel AI Gateway provider + Vercel Sandbox terminal backend return, modernized (SDK 0.7.2, telemetry off) ([#​74518](https://github.com/NousResearch/hermes-agent/pull/74518) — [@​teknium1](https://github.com/teknium1))
- Gemini 3.1 Pro + 3.6 Flash in catalogs; Gemini salvage cluster (3.6-flash aux default, Vertex catalog, direct cost tracking); claude-opus-5 in OpenRouter + Nous Portal; deepseek-v4-flash-0731 ([#​73479](https://github.com/NousResearch/hermes-agent/pull/73479), [#​73516](https://github.com/NousResearch/hermes-agent/pull/73516), [#​70946](https://github.com/NousResearch/hermes-agent/pull/70946), [#​75501](https://github.com/NousResearch/hermes-agent/pull/75501) — [@​teknium1](https://github.com/teknium1))
- Bedrock Converse API prompt caching (cachePoint) ([#​70231](https://github.com/NousResearch/hermes-agent/pull/70231) — [@​JoaoMarcos44](https://github.com/JoaoMarcos44))
- OpenAI data-residency endpoints get declared transport + correct catalog; provider-aware API-server request routing; backend-acknowledged session model lock; Nous sticky routing via top-level session\_id ([#​74958](https://github.com/NousResearch/hermes-agent/pull/74958), [#​70853](https://github.com/NousResearch/hermes-agent/pull/70853), [#​70950](https://github.com/NousResearch/hermes-agent/pull/70950), [#​69253](https://github.com/NousResearch/hermes-agent/pull/69253) — [@​victor-kyriazakos](https://github.com/victor-kyriazakos), [@​teknium1](https://github.com/teknium1))
- Model picker: curated defaults + collapsible providers + select-all; stale caches served instantly with background refresh; custom-endpoint probe capped at 1.5s; honcho OAuth device-code login ([#​73172](https://github.com/NousResearch/hermes-agent/pull/73172), [#​76430](https://github.com/NousResearch/hermes-agent/pull/76430), [#​76922](https://github.com/NousResearch/hermes-agent/pull/76922), [#​61608](https://github.com/NousResearch/hermes-agent/pull/61608) — [@​OutThisLife](https://github.com/OutThisLife), [@​teknium1](https://github.com/teknium1), [@​kshitijk4poor](https://github.com/kshitijk4poor), [@​akattelu](https://github.com/akattelu))
- ACP: named custom providers in the model selector; authenticated cross-provider model choices; non-blocking startup via background MCP discovery ([#​70082](https://github.com/NousResearch/hermes-agent/pull/70082), [#​70404](https://github.com/NousResearch/hermes-agent/pull/70404), [#​75985](https://github.com/NousResearch/hermes-agent/pull/75985) — [@​israellot](https://github.com/israellot), [@​amanning3390](https://github.com/amanning3390), [@​kshitijk4poor](https://github.com/kshitijk4poor))
##### Secrets & config
- Command-helper secret source (composes with all vaults); one-command token rotation + actionable startup errors; opt-in encrypted break-glass cache for Bitwarden; vault-injected keys scoped per profile home; orchestrator preserve\_existing + profile aliasing ([#​69266](https://github.com/NousResearch/hermes-agent/pull/69266), [#​68605](https://github.com/NousResearch/hermes-agent/pull/68605), [#​69251](https://github.com/NousResearch/hermes-agent/pull/69251), [#​69250](https://github.com/NousResearch/hermes-agent/pull/69250), [#​69058](https://github.com/NousResearch/hermes-agent/pull/69058) — [@​teknium1](https://github.com/teknium1))
- `${env:VAR}` SecretRef parity between config.yaml and MCP config; secret-source env vars reach stdio MCP servers ([#​69267](https://github.com/NousResearch/hermes-agent/pull/69267), [#​69053](https://github.com/NousResearch/hermes-agent/pull/69053) — [@​teknium1](https://github.com/teknium1))
- Canonical config loaders for behavioral reads; table-driven config migration registry; DEFAULT\_CONFIG extracted to config\_defaults.py; auto-migration support floor at v12 ([#​74237](https://github.com/NousResearch/hermes-agent/pull/74237), [#​74200](https://github.com/NousResearch/hermes-agent/pull/74200), [#​74182](https://github.com/NousResearch/hermes-agent/pull/74182), [#​74433](https://github.com/NousResearch/hermes-agent/pull/74433) — [@​teknium1](https://github.com/teknium1))
##### 🌐 Gateway, Relay & Fleet
- Session activity heartbeats, stall watchdog, and bounded compression waits — re-landed hardened after an in-window revert cycle (originally [#​72424](https://github.com/NousResearch/hermes-agent/issues/72424) by [@​fangliquanflq](https://github.com/fangliquanflq)) ([#​76354](https://github.com/NousResearch/hermes-agent/pull/76354) — [@​teknium1](https://github.com/teknium1))
- SessionState consolidation (19 session-keyed dicts → one turn/conversation/persistent-scoped object); TurnContext/TurnRunner seam extraction; declarative busy\_policy on CommandDef ([#​74289](https://github.com/NousResearch/hermes-agent/pull/74289), [#​74353](https://github.com/NousResearch/hermes-agent/pull/74353), [#​74197](https://github.com/NousResearch/hermes-agent/pull/74197) — [@​teknium1](https://github.com/teknium1))
- Relay parity waves: Phase 1 (supported\_ops discovery, identity fields, /handoff aliasing), Phase 2 media, Phase 3 interactive prompts, Phase 4 thread lifecycle; egress typing indicators ([#​71300](https://github.com/NousResearch/hermes-agent/pull/71300), [#​71363](https://github.com/NousResearch/hermes-agent/pull/71363), [#​71404](https://github.com/NousResearch/hermes-agent/pull/71404), [#​71624](https://github.com/NousResearch/hermes-agent/pull/71624), [#​69721](https://github.com/NousResearch/hermes-agent/pull/69721) — [@​benbarclay](https://github.com/benbarclay))
- HSP skill sync: personal client (M1) + org-skills client (M2) + org-skill namespace with token-gated discovery ([#​66730](https://github.com/NousResearch/hermes-agent/pull/66730), [#​70024](https://github.com/NousResearch/hermes-agent/pull/70024), [#​70459](https://github.com/NousResearch/hermes-agent/pull/70459) — [@​benbarclay](https://github.com/benbarclay))
- Buzz (Block/Nostr) platform adapter with native WebSocket inbound transport + NIP-42 auth ([#​73610](https://github.com/NousResearch/hermes-agent/pull/73610), [#​73761](https://github.com/NousResearch/hermes-agent/pull/73761) — [@​teknium1](https://github.com/teknium1))
- Photon: native polls, effects, clarify-as-poll, rich links (4-PR salvage) ([#​73614](https://github.com/NousResearch/hermes-agent/pull/73614) — [@​teknium1](https://github.com/teknium1))
- Slack: native Block Kit clarify buttons; opt-in reaction triggers; outbound payload sanitization; thread-context lifecycle fixes ([#​69318](https://github.com/NousResearch/hermes-agent/pull/69318), [#​70195](https://github.com/NousResearch/hermes-agent/pull/70195), [#​69317](https://github.com/NousResearch/hermes-agent/pull/69317), [#​69320](https://github.com/NousResearch/hermes-agent/pull/69320) — [@​teknium1](https://github.com/teknium1))
- Discord auto-thread sessions keyed on prospective\_thread\_id; reply references built from ids (no fetch\_message); WhatsApp configurable inbound read receipts ([#​76513](https://github.com/NousResearch/hermes-agent/pull/76513), [#​76875](https://github.com/NousResearch/hermes-agent/pull/76875), [#​73322](https://github.com/NousResearch/hermes-agent/pull/73322) — [@​benbarclay](https://github.com/benbarclay), [@​kshitijk4poor](https://github.com/kshitijk4poor))
- Kanban wakes resume the creator's DM/thread session; kanban/delegate wake-ups reach api\_server sessions; per-task model + thinking-depth from the board ([#​72191](https://github.com/NousResearch/hermes-agent/pull/72191), [#​70171](https://github.com/NousResearch/hermes-agent/pull/70171), [#​69876](https://github.com/NousResearch/hermes-agent/pull/69876), [#​76417](https://github.com/NousResearch/hermes-agent/pull/76417) — [@​teknium1](https://github.com/teknium1), [@​OutThisLife](https://github.com/OutThisLife))
- Relay: Discord tool-progress routed into the auto-thread instead of the parent channel ([#​77830](https://github.com/NousResearch/hermes-agent/pull/77830) — [@​benbarclay](https://github.com/benbarclay))
- Outbound webhooks — push signed lifecycle events to external endpoints; simplex channel enumeration in `hermes send --list` ([#​69406](https://github.com/NousResearch/hermes-agent/pull/69406), [#​77110](https://github.com/NousResearch/hermes-agent/pull/77110) — [@​teknium1](https://github.com/teknium1))
##### 🖥️ Hermes Desktop App
##### The platform wave
- **Artifacts** — versioned cards, sandboxed live preview, right-rail viewer ([#​72345](https://github.com/NousResearch/hermes-agent/pull/72345) — [@​teknium1](https://github.com/teknium1))
- **Plugin SDK** — Kanban as the founding desktop plugin; `ctx.download` hands the user a file; widget-app SDK (apps as state+reducer+render) with three reference apps; widget-grid layout engine + background-aware theme engine ([#​61173](https://github.com/NousResearch/hermes-agent/pull/61173), [#​74413](https://github.com/NousResearch/hermes-agent/pull/74413), [#​68306](https://github.com/NousResearch/hermes-agent/pull/68306), [#​20379](https://github.com/NousResearch/hermes-agent/pull/20379) — [@​OutThisLife](https://github.com/OutThisLife))
- Quick-entry window (global hotkey → any session); multiple GUI windows; floating pane placement; pane toggles anywhere + hidden header; ⌘O open-folder-as-project ([#​72315](https://github.com/NousResearch/hermes-agent/pull/72315), [#​68259](https://github.com/NousResearch/hermes-agent/pull/68259), [#​73143](https://github.com/NousResearch/hermes-agent/pull/73143), [#​75848](https://github.com/NousResearch/hermes-agent/pull/75848), [#​74623](https://github.com/NousResearch/hermes-agent/pull/74623) — [@​teknium1](https://github.com/teknium1), [@​OutThisLife](https://github.com/OutThisLife))
- SSH remote-backend connection mode; event-driven live sync replaces always-on polls; remote profile routing/sessions/pool lifecycle repaired ([#​68130](https://github.com/NousResearch/hermes-agent/pull/68130), [#​73673](https://github.com/NousResearch/hermes-agent/pull/73673), [#​72835](https://github.com/NousResearch/hermes-agent/pull/72835) — [@​yoniebans](https://github.com/yoniebans), [@​OutThisLife](https://github.com/OutThisLife))
- Let the agent drive the shell (preview pane + pane focus) AND inspect the desktop app it's developing; find-in-page (Ctrl+F); GUI terminal copy/paste + font picker ([#​69519](https://github.com/NousResearch/hermes-agent/pull/69519), [#​73121](https://github.com/NousResearch/hermes-agent/pull/73121), [#​72235](https://github.com/NousResearch/hermes-agent/pull/72235), [#​73705](https://github.com/NousResearch/hermes-agent/pull/73705), [#​76395](https://github.com/NousResearch/hermes-agent/pull/76395) — [@​OutThisLife](https://github.com/OutThisLife), [@​teknium1](https://github.com/teknium1))
##### Composer & UX
- Attach files/folders/links via picker; composer chips for @​ paths and pasted links; composer undo stack; double-ESC discards draft; double-Enter sends the queued turn; type-to-focus ([#​74668](https://github.com/NousResearch/hermes-agent/pull/74668), [#​73110](https://github.com/NousResearch/hermes-agent/pull/73110), [#​72201](https://github.com/NousResearch/hermes-agent/pull/72201), [#​72288](https://github.com/NousResearch/hermes-agent/pull/72288), [#​74736](https://github.com/NousResearch/hermes-agent/pull/74736), [#​73101](https://github.com/NousResearch/hermes-agent/pull/73101), [#​68918](https://github.com/NousResearch/hermes-agent/pull/68918) — [@​OutThisLife](https://github.com/OutThisLife))
- 2-keypress model switching (⌘⇧M); YOLO in ⌘K with live toggle state; keyboard-first pickers; keyboard navigation for clarify choices; server-owned pins that follow you between apps ([#​74545](https://github.com/NousResearch/hermes-agent/pull/74545), [#​74674](https://github.com/NousResearch/hermes-agent/pull/74674), [#​74602](https://github.com/NousResearch/hermes-agent/pull/74602), [#​69799](https://github.com/NousResearch/hermes-agent/pull/69799), [#​74234](https://github.com/NousResearch/hermes-agent/pull/74234) — [@​OutThisLife](https://github.com/OutThisLife))
- Grouped, live-ticking tool-activity line; improved tool call detail views; [@​session](https://github.com/session) links resolve to clickable titles; brand icons on known-domain links; iMessage-style emoji reactions (opt-in, two-way); double-click to heart ([#​72893](https://github.com/NousResearch/hermes-agent/pull/72893), [#​69868](https://github.com/NousResearch/hermes-agent/pull/69868), [#​71162](https://github.com/NousResearch/hermes-agent/pull/71162), [#​73047](https://github.com/NousResearch/hermes-agent/pull/73047), [#​74533](https://github.com/NousResearch/hermes-agent/pull/74533), [#​74644](https://github.com/NousResearch/hermes-agent/pull/74644) — [@​OutThisLife](https://github.com/OutThisLife), [@​teknium1](https://github.com/teknium1))
- Sidebar date dividers + pinned section + opt-in stale-session auto-archive; sessions stop lying about running state; credit-usage toasts; configurable attachment size limit; Cron Blueprints + Webhooks pages; searchable timezone picker ([#​70822](https://github.com/NousResearch/hermes-agent/pull/70822), [#​72303](https://github.com/NousResearch/hermes-agent/pull/72303), [#​69828](https://github.com/NousResearch/hermes-agent/pull/69828), [#​73221](https://github.com/NousResearch/hermes-agent/pull/73221), [#​70066](https://github.com/NousResearch/hermes-agent/pull/70066), [#​69687](https://github.com/NousResearch/hermes-agent/pull/69687), [#​73505](https://github.com/NousResearch/hermes-agent/pull/73505) — [@​OutThisLife](https://github.com/OutThisLife), [@​austinpickett](https://github.com/austinpickett), [@​Adolanium](https://github.com/Adolanium), [@​teknium1](https://github.com/teknium1))
- RFC 8252 native desktop sign-in (system browser + PKCE, no webview cookies); "Connect to existing Hermes" in first-run onboarding; profile-correct pairing approvals with a desktop surface ([#​67920](https://github.com/NousResearch/hermes-agent/pull/67920), [#​70907](https://github.com/NousResearch/hermes-agent/pull/70907), [#​74446](https://github.com/NousResearch/hermes-agent/pull/74446) — [@​benbarclay](https://github.com/benbarclay), [@​OutThisLife](https://github.com/OutThisLife))
- Keep-computer-awake toggle + notch wake indicator; /battery status-bar toggle; UI zoom 90% default preset; status bar hideable ([#​68140](https://github.com/NousResearch/hermes-agent/pull/68140), [#​76396](https://github.com/NousResearch/hermes-agent/pull/76396), [#​68860](https://github.com/NousResearch/hermes-agent/pull/68860), [#​73161](https://github.com/NousResearch/hermes-agent/pull/73161), [#​72960](https://github.com/NousResearch/hermes-agent/pull/72960) — [@​OutThisLife](https://github.com/OutThisLife), [@​teknium1](https://github.com/teknium1))
##### Desktop performance (60fps wave 2)
- Streaming cost independent of transcript length; 60fps on real sessions (reflow-gated pins, adaptive flush); drag at 60fps with five streaming tabs; multitab streaming made fast ([#​71835](https://github.com/NousResearch/hermes-agent/pull/71835), [#​72504](https://github.com/NousResearch/hermes-agent/pull/72504), [#​72346](https://github.com/NousResearch/hermes-agent/pull/72346), [#​71780](https://github.com/NousResearch/hermes-agent/pull/71780) — [@​OutThisLife](https://github.com/OutThisLife))
- Hidden-pane timers paused (agents view, cron sidebar, floating pet), scroll/status loops stopped in busy sessions ([#​77651](https://github.com/NousResearch/hermes-agent/pull/77651) — [@​kshitijk4poor](https://github.com/kshitijk4poor)); idle CPU near zero in the background; sidebar/overlay render churn killed; statusbar + transcript stop re-rendering per token/sash-drag/session-switch; ⌘K opens instantly; renderer cold start keeps shiki/mermaid off the boot path ([#​75218](https://github.com/NousResearch/hermes-agent/pull/75218), [#​73698](https://github.com/NousResearch/hermes-agent/pull/73698), [#​72163](https://github.com/NousResearch/hermes-agent/pull/72163), [#​72245](https://github.com/NousResearch/hermes-agent/pull/72245), [#​72524](https://github.com/NousResearch/hermes-agent/pull/72524), [#​74665](https://github.com/NousResearch/hermes-agent/pull/74665), [#​73024](https://github.com/NousResearch/hermes-agent/pull/73024) — [@​OutThisLife](https://github.com/OutThisLife))
- State diagnostics (render + store churn counters) + a lint rule banning atom-mirrored refs so the stale-read bug class cannot return; Playwright E2E suite with visual regression diffs ([#​71925](https://github.com/NousResearch/hermes-agent/pull/71925), [#​71560](https://github.com/NousResearch/hermes-agent/pull/71560), [#​65805](https://github.com/NousResearch/hermes-agent/pull/65805) — [@​OutThisLife](https://github.com/OutThisLife), [@​teknium1](https://github.com/teknium1), [@​ethernet8023](https://github.com/ethernet8023))
##### 🖥️ CLI, TUI & Dashboard
- `!` shell mode; `/init` AGENTS.md generation; `/diff` (staged/all/session, cross-surface); `/context` breakdown; `/focus` reduced-output view; Ctrl+S prompt stash; persistent `/goal` indicator; multi-select clarify (checkboxes) across CLI/gateway/TUI ([#​72257](https://github.com/NousResearch/hermes-agent/pull/72257), [#​72178](https://github.com/NousResearch/hermes-agent/pull/72178), [#​72240](https://github.com/NousResearch/hermes-agent/pull/72240), [#​72242](https://github.com/NousResearch/hermes-agent/pull/72242), [#​72302](https://github.com/NousResearch/hermes-agent/pull/72302), [#​72262](https://github.com/NousResearch/hermes-agent/pull/72262), [#​72244](https://github.com/NousResearch/hermes-agent/pull/72244), [#​72188](https://github.com/NousResearch/hermes-agent/pull/72188) — [@​teknium1](https://github.com/teknium1), salvaging [@​SHL0MS](https://github.com/SHL0MS), [@​iRonin](https://github.com/iRonin), [@​gigi206](https://github.com/gigi206) + more)
- `hermes import-agent` — one-command migration from Claude Code / Codex CLI setups ([#​72190](https://github.com/NousResearch/hermes-agent/pull/72190) — [@​teknium1](https://github.com/teknium1))
- Per-turn summary line + live token flow in the spinner; cross-surface theme SDK (one skin themes CLI, TUI, and desktop, live) ([#​72246](https://github.com/NousResearch/hermes-agent/pull/72246), [#​68857](https://github.com/NousResearch/hermes-agent/pull/68857) — [@​teknium1](https://github.com/teknium1), [@​OutThisLife](https://github.com/OutThisLife))
- TUI: reach the model picker without wrecking your draft + mid-turn switching; slash menu leads with your most-used skills; attachments live in the composer; Arabic (ar) locale with RTL across desktop/dashboard/agent ([#​74756](https://github.com/NousResearch/hermes-agent/pull/74756), [#​75931](https://github.com/NousResearch/hermes-agent/pull/75931), [#​75210](https://github.com/NousResearch/hermes-agent/pull/75210), [#​70870](https://github.com/NousResearch/hermes-agent/pull/70870) — [@​OutThisLife](https://github.com/OutThisLife))
- `hermes -w` startup \~14s → \~1.8s; global `--version` fast path; banner update-check 6× faster; dashboard lazy-loads routes + GROUP BY session stats; session filtering tabs (Chats/Automation/All) ([#​71637](https://github.com/NousResearch/hermes-agent/pull/71637), [#​62096](https://github.com/NousResearch/hermes-agent/pull/62096), [#​74188](https://github.com/NousResearch/hermes-agent/pull/74188), [#​72294](https://github.com/NousResearch/hermes-agent/pull/72294), [#​73362](https://github.com/NousResearch/hermes-agent/pull/73362), [#​73865](https://github.com/NousResearch/hermes-agent/pull/73865) — [@​teknium1](https://github.com/teknium1), [@​kshitijk4poor](https://github.com/kshitijk4poor))
- Runtime: Node 26 required across installers/heal/upgrade, managed Node/uv resolve before bare PATH, outdated managed trees heal to target major; brew + pip/PyPI wheel channels retired (shell installer / Docker / Nix are the supported channels) ([#​76459](https://github.com/NousResearch/hermes-agent/pull/76459), [#​68217](https://github.com/NousResearch/hermes-agent/pull/68217) — [@​ethernet8023](https://github.com/ethernet8023))
##### 🧩 Skills, Plugins & MCP
- **A2A v1.0** — Agent-to-Agent protocol plugin (closes [#​514](https://github.com/NousResearch/hermes-agent/issues/514)) ([#​77109](https://github.com/NousResearch/hermes-agent/pull/77109) — [@​teknium1](https://github.com/teknium1))
- Curator: surface unmanaged skills + `curator adopt`; skill-description truncation surfaced to authors; grounded-citations skill (+ fact-checking mode); simplify-code v1.1; tldraw-offline scripting skill ([#​71648](https://github.com/NousResearch/hermes-agent/pull/71648), [#​70519](https://github.com/NousResearch/hermes-agent/pull/70519), [#​71698](https://github.com/NousResearch/hermes-agent/pull/71698), [#​77104](https://github.com/NousResearch/hermes-agent/pull/77104), [#​70440](https://github.com/NousResearch/hermes-agent/pull/70440), [#​66896](https://github.com/NousResearch/hermes-agent/pull/66896) — [@​teknium1](https://github.com/teknium1))
- Office skills bundled: docx, xlsx, pdf + refreshed powerpoint; skills-tree debloat continues (yuanbao, segment-anything, jupyter, heartmula, audiocraft → optional-skills; claude-marketplace source removed; hub restructure absorbing themes/desktop-plugins/tui-widgets) ([#​68595](https://github.com/NousResearch/hermes-agent/pull/68595), [#​70452](https://github.com/NousResearch/hermes-agent/pull/70452)–[#​70456](https://github.com/NousResearch/hermes-agent/pull/70456), [#​73903](https://github.com/NousResearch/hermes-agent/pull/73903) — [@​teknium1](https://github.com/teknium1))
- MCP: Comfy Cloud catalog entry with curated 20-tool default; hidden-whitespace warnings in MCP config; pinecone-research optional skill ([#​66112](https://github.com/NousResearch/hermes-agent/pull/66112), [#​75736](https://github.com/NousResearch/hermes-agent/pull/75736), [#​70512](https://github.com/NousResearch/hermes-agent/pull/70512) — [@​teknium1](https://github.com/teknium1))
- MCP lazy server startup from a fingerprint-keyed on-disk tool-schema cache — configured servers no longer all boot at session start (design from [#​56832](https://github.com/NousResearch/hermes-agent/issues/56832)) ([#​77511](https://github.com/NousResearch/hermes-agent/pull/77511) — [@​kshitijk4poor](https://github.com/kshitijk4poor))
- NeMo Relay observability integration — re-landed after an in-window revert, on stable NeMo Relay 0.6 ([#​67607](https://github.com/NousResearch/hermes-agent/pull/67607) — [@​afourniernv](https://github.com/afourniernv))
- Gateway health & diagnostics OTLP export ([#​64536](https://github.com/NousResearch/hermes-agent/pull/64536) — [@​victor-kyriazakos](https://github.com/victor-kyriazakos))
##### 🔒 Security & Reliability
- Iron-proxy credential-injection egress firewall re-landed ([#​70848](https://github.com/NousResearch/hermes-agent/pull/70848) — [@​teknium1](https://github.com/teknium1))
- DNS-pinned SSRF-safe fetches + Slack CDN allowlist; strict redaction at compaction boundaries; ReDoS eliminated in config-key redaction patterns; prose words embedding a secret keyword no longer masked ([#​70193](https://github.com/NousResearch/hermes-agent/pull/70193), [#​69294](https://github.com/NousResearch/hermes-agent/pull/69294), [#​76083](https://github.com/NousResearch/hermes-agent/pull/76083), [#​67776](https://github.com/NousResearch/hermes-agent/pull/67776) — [@​teknium1](https://github.com/teknium1))
- Tier-3 credential reads scoped (FAL/XAI/VERCEL/DAYTONA/GITHUB presence checks etc.); CVE dependency pins refreshed (cryptography, starlette, python-multipart); hindsight env file 0600; /model moved off the gateway event loop ([#​75888](https://github.com/NousResearch/hermes-agent/pull/75888), [#​72362](https://github.com/NousResearch/hermes-agent/pull/72362) — [@​teknium1](https://github.com/teknium1))
- Windows hardening wave: text-mode subprocess decode bug class closed repo-wide, console flashes hidden across daemons/env probes/LSP/installer paths, residual encoding gaps (MCP stdio, gateway update I/O, STT/TTS, desktop spawn) ([#​70875](https://github.com/NousResearch/hermes-agent/pull/70875), [#​70205](https://github.com/NousResearch/hermes-agent/pull/70205), [#​70264](https://github.com/NousResearch/hermes-agent/pull/70264), [#​71014](https://github.com/NousResearch/hermes-agent/pull/71014) — [@​teknium1](https://github.com/teknium1), salvaging several community PRs)
- State/session integrity: four session-state fixes (safe close tracking, flush-cursor class fix, row-retry, usage-PK healer); compact v23 FTS layout + `hermes sessions optimize` + CJK-bigram FTS; read-path split with per-thread read-only connections ([#​75883](https://github.com/NousResearch/hermes-agent/pull/75883), [#​65798](https://github.com/NousResearch/hermes-agent/pull/65798), [#​69423](https://github.com/NousResearch/hermes-agent/pull/69423), [#​73344](https://github.com/NousResearch/hermes-agent/pull/73344) — [@​teknium1](https://github.com/teknium1), [@​kshitijk4poor](https://github.com/kshitijk4poor))
- OpenViking memory-provider hardening — fail closed on blocked endpoints, server verification before credentials are sent, config.yaml-first settings ([#​77747](https://github.com/NousResearch/hermes-agent/pull/77747) — [@​kshitijk4poor](https://github.com/kshitijk4poor))
- Credential pool: reset-aware primary restore (stay on fallback until the rate-limit window resets) + deferred-refresh locking fixes; FTS UPDATE triggers narrowed with fail-closed CJK migration ([#​77631](https://github.com/NousResearch/hermes-agent/pull/77631), [#​77628](https://github.com/NousResearch/hermes-agent/pull/77628) — [@​kshitijk4poor](https://github.com/kshitijk4poor))
- Config-driven memory allocator trim with telemetry; holographic memory vectors stored float32; loop-invariant HRR encodes hoisted ([#​76905](https://github.com/NousResearch/hermes-agent/pull/76905), [#​76917](https://github.com/NousResearch/hermes-agent/pull/76917), [#​76881](https://github.com/NousResearch/hermes-agent/pull/76881) — [@​kshitijk4poor](https://github.com/kshitijk4poor))
##### 🐛 Notable Bug Fixes
- Voice: full-duplex interruption during generation AND playback; whole-turn desktop speech; auto-TTS delivery gaps ([#​74223](https://github.com/NousResearch/hermes-agent/pull/74223), [#​69936](https://github.com/NousResearch/hermes-agent/pull/69936), [#​73508](https://github.com/NousResearch/hermes-agent/pull/73508) — [@​teknium1](https://github.com/teknium1))
- Desktop: Stop parks the queue instead of firing the next queued prompt; branch-in-new-chat restart loss; false remote-gateway reauthentication; cross-session composer leaks ([#​68725](https://github.com/NousResearch/hermes-agent/pull/68725), [#​71960](https://github.com/NousResearch/hermes-agent/pull/71960), [#​68250](https://github.com/NousResearch/hermes-agent/pull/68250), [#​70986](https://github.com/NousResearch/hermes-agent/pull/70986) — [@​SHL0MS](https://github.com/SHL0MS), [@​alelpoan](https://github.com/alelpoan), [@​helix4u](https://github.com/helix4u), [@​OutThisLife](https://github.com/OutThisLife))
- Gateway: session lists scoped before limiting; relay-backed home delivery after restart; timeline display events persisted ([#​65509](https://github.com/NousResearch/hermes-agent/pull/65509), [#​70102](https://github.com/NousResearch/hermes-agent/pull/70102), [#​69771](https://github.com/NousResearch/hermes-agent/pull/69771) — [@​GodsBoy](https://github.com/GodsBoy), [@​victor-kyriazakos](https://github.com/victor-kyriazakos), [@​ethernet8023](https://github.com/ethernet8023))
- Agent: context-length fallback logging + batch trajectory durability; Codex OAuth context windows revalidated against the live catalog ([#​76027](https://github.com/NousResearch/hermes-agent/pull/76027), [#​68554](https://github.com/NousResearch/hermes-agent/pull/68554) — [@​kshitijk4poor](https://github.com/kshitijk4poor), [@​teknium1](https://github.com/teknium1))
- ...plus roughly 770 more `fix:` PRs across every subsystem this window.
##### 👥 Contributors
**647 contributors** shipped this release (commit authors, co-authors, and salvaged-PR credits).
##### Core
[@​teknium1](https://github.com/teknium1), [@​OutThisLife](https://github.com/OutThisLife) (desktop, voice, perf), [@​kshitijk4poor](https://github.com/kshitijk4poor) (perf, caching, salvage), [@​ethernet8023](https://github.com/ethernet8023) (runtime, E2E, desktop), [@​benbarclay](https://github.com/benbarclay) (relay, HSP, auth)
##### All Contributors (alphabetical)
[@​02356abc](https://github.com/02356abc), [@​0301chris](https://github.com/0301chris), [@​0xAlcibiades](https://github.com/0xAlcibiades), [@​0xDevNinja](https://github.com/0xDevNinja), [@​0xLeathery](https://github.com/0xLeathery), [@​0xprincess](https://github.com/0xprincess), [@​0xr00tf3rr3t](https://github.com/0xr00tf3rr3t), [@​100yenadmin](https://github.com/100yenadmin),
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Salvage of PR #51226 by @chaos-xxl — implements RFC #36765: two additive, no-op-default, fail-open verbs on the
ContextEngineABC, cherry-picked onto current main (848 commits ahead of the PR's base) with authorship preserved, plus two maintainer follow-up commits (a default-path zero-cost short-circuit and the scoping docs).What lands
select_context()— pre-request selection. An engine may replace which messages enter THIS provider request (retrieval, topic routing, role/branch switching). Request-only: persisted history is never mutated. This is the headline verb — nothing else on the surface can express replace (pre_llm_callis inject-only by documented cache design).on_turn_complete()— post-turn observation from the turn-finalization seam, with a shallow-copied finalized transcript and the turn's canonical usage buckets (the same dict shape fed toupdate_from_response;Noneon turns that never reached a provider response). Accepted as the coupled observation mirror ofMemoryProvider.sync_turn()for engines that already select.conversation_loop.py(_apply_context_engine_selection, before cache-control and all sanitizers) andturn_finalizer.py(_notify_context_engine_turn_complete), both fail-open.context-engine-plugin.mdgains the two hooks in the optional-methods table, the full contract, and a new maintainer scoping section (see below).Consolidates the 4-PR cluster: #41918 (@johnnykor82 —
on_turn_completedesign; Co-authored-by preserved on the cherry-picked commits), #24949, #47109, and the observation half of #50053.Credit
usage=Noneforwarding, theall([])empty-list fail-open hole with a regression test, and the shallow-copy of live inputs with a mutation regression test — all before this salvage).on_turn_completedesign + two caught defects during review;Co-authored-bypreserved on commits 1–2.Verification checklist (run against the composed diff on current main)
select_context()call-site ordering: before Anthropic cache-control and before_sanitize_api_messages/_drop_thinking_only_and_merge_usersContextCompressorimplements neither verb (pinned), but the call site'shasattrguard couldn't skip the inherited ABC default: the built-in path paid per-request history copies + a hook call. Maintainer commit adds the base-method identity short-circuit (mirroring the existing one in_notify_context_engine_turn_complete) + 2 pinsand selected andguard survived composition; all four branches pinned by tests_last_turn_usage: reset at turn start, stashed from the canonical bucket dict fed toupdate_from_response, forwarded fromfinalize_turn,Nonewhen no provider responsedict(usage_dict)at the single canonical site (~L2762), finalizer reads viagetattr(..., None)on_turn_completefires once per turn from the finalization seam; shallow copy; return ignoredfinalize_turncall site (run_conversation's single return). Author's coverage claim is honest: abnormal early returns (content-policy block, terminal provider failures) bypass finalization and are explicitly documented as NOT covered (docstring + docs + a pinning test), not claimed coveredgetattr(agent, "context_compressor", None)+hasattr/callable; no bare truthiness on new flags (_last_turn_usageread type-agnostically and only forwarded); no newagent.<method>()calls; sidecar/finalizer double suites greencontext_engine.py, composed keepingprune_tool_results_only+select_context);test_engine_preflight_wire.py,test_proactive_prune_loop_wiring.py,test_413_compression.pyall green on the composed branchMaintainer additions (separate commits)
fix(context-engine): short-circuit the inherited no-op select_context— zero per-request work on the default path (checklist item 2), + pins that the base no-op is never invoked and thatContextCompressor.__dict__contains neither verb. Also adds thecontributors/emails/mapping for @chaos-xxl.docs(context-engine): scoping guidance—select_context()is for engines that must replace per-request context; observation-only plugins should implement a MemoryProvider (sync_turn) instead of a context engine; and an explicit note that a non-no-opselect_context()naturally changes the prompt-cache prefix on turns where the selection changes — engines should return stable selections when nothing changed.Validation
scripts/run_tests.shtargeted:test_context_engine_select_context.py(25 tests incl. 2 new pins),test_context_engine_on_turn_complete_usage.py,test_context_engine.py,test_turn_context.py— all green.test_engine_preflight_wire.py,test_proactive_prune_loop_wiring.py,test_413_compression.py— all green (83 tests across the 5-file core set).test_turn_finalizer_cleanup_guard.py,test_turn_finalizer_iteration_limit_exit.py,test_turn_finalizer_interrupt_alternation.py,test_turn_finalizer_final_response_persistence.py,test_api_content_sidecar.py— all green.ruff checkclean on all touched files;ast.parseclean after every conflict resolution; branch rebased to 0-behindorigin/mainpre-push, diff contains only this PR's 7 files.Closes #51226 on merge (with credit). Rebase-merge to preserve @chaos-xxl's per-commit authorship.
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