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fix(email): commit autonomy dedup INSERT so it survives headless teardown - #2393

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fix(email): commit autonomy dedup INSERT so it survives headless teardown#2393
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In headless/scheduled autonomy (GAIA_EMAIL_AUTONOMY_ENABLED=true), the scheduler tears down and rebuilds the email agent between fires. Before this change the re-proposal dedup guard didn't survive that teardown, so the same still-in-inbox message was proposed again on every fire and GoalStore accumulated a duplicate pending goal each cycle. Now the dedup row is committed, so a message proposed on one fire is skipped on the next — the guard works exactly as it does in the long-lived session agent.

Closes #2381

Test plan

  • python -m pytest hub/agents/email/python/tests/test_trust.py -x passes (includes the new test_record_proposal_commits_across_connection_teardown)
  • python util/lint.py --all passes
  • Manual: with earn_trust autonomy, fire the heartbeat twice against the same inbox in headless mode (agent rebuilt between fires) and confirm a message proposed on fire 1 is not re-proposed on fire 2
🔍 Technical details

Root cause: record_proposal (hub/agents/email/python/gaia_agent_email/trust.py:191) wrote its dedup INSERT through DatabaseMixin.query(), which executes but never commits (src/gaia/database/mixin.py:90). The long-lived session agent kept its connection open so the uncommitted row was still readable; the scheduler's per-fire agent closes its connection after each cycle, discarding the write, so has_open_proposal returned False on the next fire and the message was re-proposed.

Fix: wrap the INSERT in db.transaction() — the same commit discipline record_outcome (line 326) and record_autonomy_action (uses db.insert, which commits) already use in this file. Three-line change; no schema, API, or contract change.

Verification (env here lacks the full gaia stack, so validated in isolation):

  • Isolated repro loading trust.py + DatabaseMixin against a file-backed DB: record a proposal, close_db() (teardown), reopen a fresh connection → has_open_proposal returns True with the fix.
  • Same repro with record_proposal reverted to the buggy uncommitted query() → returns False, confirming this is the actual cause.
  • Added test_record_proposal_commits_across_connection_teardown (file-backed DB, close/reopen) which the existing in-memory db fixture couldn't catch because it reuses one connection.
  • python util/lint.py --black --isort pass; flake8 passes; the mypy findings shown by --all are all pre-existing in unrelated files.

⚠️ Needs CI validation — the automated checks I could run here (lint + isolated repro) confirm the fix, but this environment can't install the full email-agent dependency stack, so the pytest suite (including the new regression test) should be run in CI before merge.

…down

record_proposal wrote through DatabaseMixin.query(), which is SELECT-only and
never commits. In headless/scheduled mode the scheduler rebuilds the agent
between fires and closes the DB connection, so the uncommitted dedup row was
lost and the same still-in-inbox message got re-proposed every fire. Wrap the
INSERT in db.transaction() so it commits, matching record_outcome and
record_autonomy_action.

Closes #2381
@kovtcharov-amd
kovtcharov-amd added this pull request to the merge queue Jul 22, 2026
Merged via the queue into main with commit 7aee219 Jul 22, 2026
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@kovtcharov-amd
kovtcharov-amd deleted the autofix/issue-2381 branch July 22, 2026 15:07
@itomek itomek mentioned this pull request Aug 10, 2026
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pull Bot pushed a commit to bhardwajRahul/gaia that referenced this pull request Aug 13, 2026
# GAIA v0.23.0 Release Notes

GAIA v0.23.0 makes the agents easier to get, safer to run, and easier to
extend. You can now browse, install, and run agents straight from the
terminal with `gaia hub`, and add new capabilities to an agent as
signed, auditable skills. Under the surface it's a security release: the
local API and MCP bridge no longer expose themselves to the network by
default, the confirmation prompt that pauses an agent before it sends
mail, writes a file, or runs a command now works from the terminal and
over the local API and MCP — not just inside the graphical app — and an
agent can no longer quietly reach into your `~/.gaia` config or slip
crafted SQL into the database agent. Connecting a Microsoft account is
now an explicit Personal-or-Work/School choice with a zero-setup
sign-in.

**Why upgrade:**
- **Get agents from the terminal** — `gaia hub` browses, installs
(behind a trust prompt for unverified agents), runs, and removes agents
without leaving the shell.
- **Every agent asks before it acts** — the confirmation gate for
sending mail, writing files, and running commands now works in the
terminal, over the local API, and across MCP tools, not only in the
Agent UI.
- **Safer by default** — the MCP bridge binds to localhost, the local
API refuses credentialed cross-origin requests from arbitrary sites, MCP
servers launch without a shell, and an agent can't write into `~/.gaia`
or reach the database with crafted SQL.
- **Build and share skills safely** — `gaia skill` makes skills
first-class: create, import, sign with trust tiers, and audit them
before sharing. They're opt-in — you add the ones you want.
- **Connect a Microsoft account without a secret** — Personal and
Work/School are now separate connectors with device-code sign-in and no
client secret required.

<Note>
**The email agent is beta and CLI-first this release.** It runs locally
and never sends,
forwards, or deletes without your confirmation — that safety gate is
verified. This cycle
was mostly robustness and correctness: sturdier Outlook and calendar
handling, honest
reporting when a scan is truncated, and a long list of fixes (see Bug
Fixes). It's still
early — a full inbox triage can currently time out on larger mailboxes,
and autonomy is
experimental and not yet wired up in the packaged sidecar. Treat its
output as a draft to
review, and please report what you run into.
</Note>


## Breaking Changes

### `GAIA_MICROSOFT_TENANT` is gone

The Microsoft connector was split into two explicit connectors —
Personal and Work/School — each with its own hard-coded tenant, so the
`GAIA_MICROSOFT_TENANT` environment variable no longer does anything and
has been removed (PR [amd#2729](amd#2729)). If
you set it to work around the old single-connector tenant guessing, drop
it and pick the connector that matches your account instead (see
*Microsoft accounts* below).


## What's New

### Install and run agents from the terminal — `gaia hub`

Getting an agent used to mean the graphical app or a manual pip install.
Now the hub is in your shell: `gaia hub list` shows the catalog, `gaia
hub install <agent> --trust` installs one (the `--trust` is required for
an unverified agent — it will not install silently), and `gaia hub
uninstall <agent>` removes it. The install → run → uninstall round-trip
works end to end against the live catalog, with the trust prompt
actually enforced (PRs [amd#2484](amd#2484),
[amd#2530](amd#2530),
[amd#2708](amd#2708)). Try it: `gaia hub
list`.


### Every agent asks before it acts — beyond the Agent UI

The confirmation prompt that pauses an agent before a consequential
action — sending or deleting mail, writing a file, running a shell
command — used to work only inside the Agent UI; from a terminal, the
local API, or an MCP tool call those actions could run unprompted. This
release closes those paths: the gate now fires from a plain terminal,
through the `gaia api` server, and across MCP tool calls, classifying a
tool as read-only or mutating and failing closed when unsure. The agent
stops and asks before the action, declining leaves nothing changed, and
setting `GAIA_AUTO_APPROVE_TOOLS=1` in your environment is the explicit
way to opt out (PRs [amd#2475](amd#2475),
[amd#2544](amd#2544),
[amd#2846](amd#2846),
[amd#2854](amd#2854)).


### Safer by default — a security-focused release

Several local exposures are closed this release. The MCP bridge binds to
`127.0.0.1` by default instead of every interface, so it isn't reachable
from other machines on your network unless you pass a bind-all host, and
it can now require an `--auth-token` that is actually enforced rather
than ignored. The local API server no longer echoes an arbitrary origin
back with credentials allowed — a cross-origin request from a site that
isn't allow-listed is refused. MCP servers are launched without going
through a shell, so a server name can't smuggle shell metacharacters; an
agent can no longer write into your `~/.gaia` configuration; and SQL
supplied by the model is blocked from reaching the database agent's
statements rather than being executed (PRs
[amd#2246](amd#2246),
[amd#2238](amd#2238),
[amd#2344](amd#2344),
[amd#2844](amd#2844),
[amd#2847](amd#2847),
[amd#2860](amd#2860)).


### Build and share skills — `gaia skill`

A skill gives an agent a new capability from a folder with a manifest —
no new Python, no forking the agent. `gaia skill create <name>`
scaffolds one, `gaia skill import` adds a skill so an agent can discover
it, and `gaia skill list` / `info` show what's installed and the
permissions each one declares. Sharing is guarded: skills carry
signatures with trust tiers — an unsigned or untrusted skill is capped
at the lowest tier, and tampering is caught by checksum — a pre-publish
audit rejects a skill that attempts prompt injection or
`shell=True`/`eval`, and `gaia skill migrate` converts skills authored
in other formats. Skills are opt-in: no agent loads them automatically
yet, so you add the ones you want (PRs
[amd#2669](amd#2669),
[amd#2692](amd#2692),
[amd#2702](amd#2702),
[amd#2693](amd#2693)). Try it: `gaia skill
list`.


### Microsoft accounts: Personal and Work/School, no secret required

Connecting a Microsoft account is now two clear choices instead of one
connector guessing your tenant. `gaia connectors list` shows Microsoft
as two distinct connectors — Personal and Work/School — each with a
zero-setup device-code sign-in (a code and a URL to visit) and no client
secret required for a public app registration (PRs
[amd#2718](amd#2718),
[amd#2364](amd#2364)).


### Lemonade Server 11.5.0

This release runs against Lemonade Server 11.5.0 — the version installed
by `gaia init` and pinned across CI and the installer.


## Bug Fixes

A selection of the user-visible fixes this release — the full list is in
the changelog below.

- **Triage now paginates large inboxes and reports truncation honestly**
(PR [amd#2646](amd#2646)) — no more silently
dropping mail past a hidden limit.
- **Thread messages come back sorted and numbered** (PR
[amd#2570](amd#2570)) — "reply to 3" hits the
message shown at position 3, not raw backend order.
- **The inbox pre-scan stops reporting a guess as a verdict** (PR
[amd#2587](amd#2587)) — an uncertain
classification is surfaced as uncertain.
- **An email conversation survives its turns** (PR
[amd#2837](amd#2837)) — a follow-up question
keeps the session context instead of starting over.
- **A bare reconnect no longer guts a mailbox** (PR
[amd#2733](amd#2733)) — reconnecting an
account keeps its existing grants instead of wiping them.
- **Restore from Trash anytime** (PR
[amd#2542](amd#2542)) — undo an archive/trash
without a narrow time window; the dead permanent-delete path was
removed.
- **A low-priority sender no longer forces a promotional label** (PR
[amd#2774](amd#2774)) — sender priority stops
overriding the actual content classification.
- **The agent survives an OpenMP double-init** (PR
[amd#2508](amd#2508)) — a mid-conversation
native-library clash no longer kills the run.
- **Large tool results are truncated to valid JSON** (PR
[amd#2645](amd#2645)) — an oversized result no
longer produces unparseable output.
- **A missing model surfaces as a real 404** (PR
[amd#2245](amd#2245)) — the builder names the
missing model instead of a generic placeholder.
- **GPU is detected on all platforms and default_device is honoured**
(PR [amd#2244](amd#2244)).
- **A sidecar that is alive but has stopped serving is now detected**
(PR [amd#2707](amd#2707)) — a wedged agent
process is caught instead of hanging.
- **The model-slot lease is held across inference, not just the load**
(PR [amd#2394](amd#2394)) — a second agent
can't evict the model mid-generation.
- **A browser that never launched is surfaced** (PR
[amd#2507](amd#2507)) — a failed OAuth browser
open reports an actionable error instead of hanging.
- **Stop actually aborts in-flight streaming** (PR
[amd#2166](amd#2166)) — the Agent UI Stop
button ends generation immediately.


## Full Changelog

**331 commits** since v0.22.0:

<details>
<summary>Expand full changelog (331 commits)</summary>

- `96ce0d1e` — feat(email): recognize the third mailbox connector —
Gmail, Outlook personal, Microsoft work (amd#2896)
- `88ecc18e` — fix(email): scoped 'anything suspicious?' query no longer
dumps the full triage report (amd#2910)
- `1c75ccee` — fix(skills): reject version pins GAIA cannot read instead
of matching them (amd#2928)
- `29a5c364` — docs(plans): assess readiness for the generic gaia-agent
(amd#2926)
- `e3b28653` — fix(tui): stop cancel-then-resend from racing the
daemon's session lock (amd#2912)
- `b38f5e60` — fix(tui): anchor TTFT on first inference token, use real
token counts (amd#2911)
- `779d7b00` — fix(email): reply/draft/send actions no longer report
failure after they already succeeded (amd#2908)
- `f8d4610c` — ci(eval): queue eval runs instead of cancelling the
pending one (amd#2921)
- `611b1928` — feat(hub,skills): pre-publish security audit gate for
marketplace skills (amd#2702)
- `c83047b9` — feat(skills): gaia skill migrate — OpenClaw/Hermes skills
to GAIA format (amd#2693)
- `ca17067a` — test(skills,hub): cover the signing and lane checks
amd#2668/amd#2692 shipped untested (amd#2907)
- `a951567a` — fix(eval): drop the judge temperature pin the model now
rejects (amd#2905)
- `236f8a58` — feat(skills): gaia skill publish/install with
signature-backed security tiers (amd#2692)
- `d26b15da` — ci(eval): trigger the Gemma eval on the PR diff, not the
push (amd#2897)
- `be15258a` — fix(cpp): normalize CRLF so Windows-authored skills parse
identically (amd#2906)
- `84415b06` — feat(cpp): text extraction and chunking (amd#2822)
- `6352f264` — fix(database): make the SQL read-only authorizer disarm
on Python 3.10 (amd#2904)
- `4709a728` — feat(hub,skills): publish and serve skills as a
first-class hub catalog lane (amd#2668)
- `245cb72e` — fix(api): refuse approval-gated tools instead of
auto-approving them (amd#2854)
- `e803103a` — fix(mcp): enforce --auth-token on the MCP bridge instead
of ignoring it (amd#2844)
- `a6dc1fa3` — fix(ci): run the Gemma-4-E4B agent eval in PowerShell on
its Windows pool (amd#2773)
- `75b61f4f` — feat(cpp): SKILL.md format parser and validation (amd#2824)
- `b89c6414` — feat(cpp): gaia::HttpClient — a general HTTP client
abstraction (amd#2809)
- `5e6b1d43` — fix(security): launch MCP servers without a shell,
protect ~/.gaia from agent writes (amd#2847)
- `768be2e2` — feat(skills): ship a ten-skill starter pack with a guide
and honesty guards (amd#2697)
- `340bf2c2` — feat(cpp): interactive TUI — event loop, streaming
render, modals (amd#2825)
- `acaad161` — feat(cpp): native OpenAI tool calling and conversational
response mode (amd#2821)
- `23ae5d63` — feat(cpp): SQLite integration and gaia::Database (amd#2816)
- `4f2a6686` — feat(cpp): gaia::VectorIndex — flat vector index with
persistence (amd#2807)
- `b1a7e8df` — fix(email): ship with Agent Skills off until the eval
gate covers them (amd#2848)
- `34c26577` — ci(webui): run the Agent UI Vitest job on Node 22 so the
suite executes (amd#2898)
- `20036474` — docs: escape MDX-breaking literals so Mintlify validation
passes (amd#2903)
- `07b0858e` — ci(tui): run on stacked PRs, add -race, lint, and a
per-OS test matrix (amd#2696)
- `e19d46be` — feat(cpp): harden the coding toolbelt — stale-write
rejection, ignore-aware search, persistent shell (amd#2823)
- `7621b223` — ci(claude): move every Claude workflow to Opus 5 and run
the audits nightly (amd#2859)
- `d086faa4` — fix(claude): correct the agent/skill prompts and make
plain language the default (amd#2862)
- `990d19ff` — fix(cpp): gate MCP tools behind user confirmation in the
C++ SDK (amd#2851)
- `878d473f` — fix(mcp): gate MCP write tools behind the user
confirmation prompt (amd#2846)
- `c2c68064` — fix(security): stop LLM-supplied SQL reaching
DatabaseAgent statements (CWE-89) (amd#2860)
- `e936d3d9` — docs(release): rebuild v0.23.0 notes to hardware-verified
features only
- `be03c7c8` — fix(init): stop reporting success gaia init did not
deliver (amd#2889)
- `75804a15` — docs(dev): require --extra-index-url for every uv pip
install on Linux (amd#2878)
- `4a24d663` — ci(email): run the triage eval on PRs that touch the
email agent (amd#2849)
- `c3d9ec11` — fix(code): route orchestrated tool calls through the
confirmation gate (amd#2853)
- `c59e5d8a` — fix(hub): stop the terminal hub publishing against a core
that cannot serve it (amd#2712)
- `04f18294` — chore(deps-dev): bump the agent-ui-dependencies group in
/src/gaia/apps/webui with 6 updates (amd#2750)
- `ce4fcbf3` — fix(web): bracket pinned IPv6 addresses in URLs (amd#2739)
- `e7e93287` — fix(installer): install the terminal hub on macOS and
Windows (amd#2708)
- `3cda9f77` — feat(cpp): MCP server registry — resolve server ids from
mcp.json (amd#2820)
- `c09764da` — fix(ci): validate the STX CMake cache instead of trusting
bin/cmake.exe (amd#2818)
- `616014d7` — docs(plans): scope C++ framework parity for
domain-specific agents (amd#2806)
- `f6433039` — ci(security): audit allowlist soundness + add PSIRT/CVSS
triage skill (amd#2752)
- `5c9f2b60` — chore(deps): bump the github-actions group with 2 updates
(amd#2751)
- `c103f6cd` — feat(discovery): real macOS and Linux branches for
day-zero scanners (amd#1956) (amd#2747)
- `e7e362e1` — chore(deps-dev): update mcp requirement from
\<2.0,>=1.1.0 to >=1.1.0,\<3.0 in the python-dependencies group (amd#2749)
- `ca9e5461` — chore(deps): bump the root-npm-dependencies group with 2
updates (amd#2748)
- `f62ca240` — fix(website): unbreak the Railway deploy, red since July
31 (amd#2855)
- `88d130ec` — feat(email): render the triage list from the scan, not
from the model (amd#2858)
- `bf9eb183` — ci(windows): pin ffmpeg version to drop the gyan.dev
dependency (amd#2852)
- `c531ca69` — fix(email): a conversation now survives its turns —
session_id on /query (amd#2837)
- `bcde95ee` — fix(email-agent): stop meeting/invite answers from
inventing what tools never said (amd#2833)
- `162274a5` — fix(tui): 'triage my inbox' draws its card under the
question again (amd#2845)
- `bbf69fd6` — feat(email,skills): bundled skills + account-keyed
skill-set selection (amd#2695)
- `abed9f1c` — fix(security): close find -exec / write side-doors in
shell command whitelist (CWE-184) (amd#2740)
- `0d1258a1` — fix(email-agent): get_thread renders a table card instead
of relying on model prose (amd#2788)
- `300163dd` — fix(email-agent): search_messages defaults to
metadata-only, fixing context overflow on counting questions (amd#2782)
- `cc331b78` — fix(email): low-priority-sender match no longer forces
PROMOTIONAL (amd#2774)
- `68736511` — fix(email): meeting proposal in a confidently-classified
message no longer vanishes from needs_you (amd#2779)
- `e135b8ef` — fix(ci): post PR reviews from the workflow instead of
hoping the model does (amd#2719)
- `efd3812b` — feat(email/tui): resolve "reply to 1" to the message the
card actually shows (amd#2761)
- `ed70db73` — fix(email-agent): search_messages states an exact, stable
message count (amd#2760)
- `42fdfdcd` — fix(email/tui): one triage card that tells you what to
do, not what was classified (amd#2757)
- `3803aa06` — fix(email): stop leaking classifier internals into triage
card rationale (amd#2754)
- `2c11ac0b` — fix(tui): sanitize agent error text (amd#2753)
- `9bf0042a` — docs(tui): rewrite the terminal hub README for newcomers
(amd#2717)
- `1cdd9746` — docs(skills): implementation spec for Agent Skills v2
adaptive skills (amd#2685)
- `50a5b862` — fix(website): pin the deploy toolchain so CI and
production build alike (amd#2691)
- `500cdac6` — fix(mcp): cap the mcp dependency below 2.0 (amd#2694)
- `3686e069` — docs(guides): document the terminal hub, and how to
actually get it (amd#2698)
- `99508ec5` — docs(plans): preserve the TUI packaging design and
binary-distribution plan (amd#2699)
- `21c02f69` — fix(hub): mark the email agent verified so first install
is not refused (amd#2703)
- `8d07ee3d` — docs(website): correct every deployment instruction in
the README (amd#2689)
- `dff8f1b2` — refactor(memory): rename synthesis Skill dataclass to
DistilledProcedure (amd#2684)
- `d2832fd5` — # feat(email): opt-in on-device SLM classifiers for
phishing and triage category (amd#2568)
- `a02f2f0c` — fix(connectors,email): a bare reconnect no longer guts a
mailbox (amd#2733)
- `bc0d4632` — fix(website): reach the hero terminal, marquee, and code
blocks by keyboard (amd#2706)
- `82635362` — fix(website-router): track apex Worker, fail loudly on
origin errors (amd#2688)
- `5d269094` — feat(skills): SKILL.md loader, validator, discovery +
gaia skill CLI core (amd#2669)
- `0ae019c8` — fix(daemon): detect a sidecar that is alive but has
stopped serving (amd#2707)
- `4551ec5b` — fix(website): stop offering Intel Macs a DMG they cannot
run (amd#2701)
- `bc8a7e29` — docs(spec): Gatekeeper blocks the browser download, not
curl | sh (amd#2732)
- `0d170869` — fix(website): make the hub agent rows readable in both
themes (amd#2711)
- `d5ae430d` — fix(tui): a consequential readiness check now holds the
screen (amd#2731)
- `d6bd047f` — fix(email): stop Gmail 429-ing every scan — chunk at 25
and retry the rate limit (amd#2727)
- `93216bc0` — chore(connectors): remove GAIA_MICROSOFT_TENANT — dead
since the connector split (amd#2729)
- `e3a6958a` — fix(tui): show a failed tool's own error instead of an
"Invalid card" box (amd#2726)
- `6efc520b` — fix(email-agent): surface connector errors from autonomy
runs instead of a bare HTTP 500 (amd#2640)
- `f0543406` — feat(connectors): split Microsoft into Personal +
Work/School connectors (amd#2718)
- `b8a97cbb` — fix(connectors): stop requiring a client secret from
secretless public PKCE clients (amd#2630)
- `70e4eb12` — fix(website): stop a published agent rendering twice on
the hub page (amd#2690)
- `282e30e0` — fix(tui): name the binary the user actually invoked, and
fix the setup hint (amd#2700)
- `d95866ff` — fix(installer): repair the Lemonade download URLs and add
macOS support (amd#2704)
- `3bc0b612` — fix(hub): stop components publishing against a core that
cannot serve them (amd#2705)
- `c068166d` — Email Triage draft/proposal SDK (amd#2551)
- `cb90bab3` — fix(email): priority senders never force urgent;
informational tail auditable (amd#2658)
- `ab41b115` — fix(email): stop the assistant from narrating what the
turn's tools don't support (amd#2659)
- `7a93bfbe` — fix(email-agent): propagate the autonomy kill switch to
the scheduler (amd#2657)
- `4de65cff` — fix(email-agent): require the conflict tool for conflict
verdicts (amd#2656)
- `84404a6e` — perf(email): metadata-first scan + read-mail pre-scan
coverage (amd#2661)
- `733822e2` — fix(tui): restore the attention card on direct chat
--agent launches (amd#2655)
- `d4d5a7cc` — fix(mcp): cap the mcp dependency below 2.0
- `1d867eed` — fix(email): strip infrastructure banners from bodies
before the prompt (amd#2650)
- `22d8b2d4` — fix(email-agent): kill a running autonomy cycle and keep
partial reports (amd#2652)
- `a4f4b39b` — fix(email): paginate the triage scan and report
truncation honestly (amd#2646)
- `7adc4882` — fix(tui): dedup attention rows and stop the card
interrupting turns (amd#2648)
- `24e8d5ab` — fix(email): thread summaries keep the newest message's
open asks (amd#2644)
- `c3ef3796` — fix(agents): truncate large tool results to valid JSON
(amd#2645)
- `d633b387` — docs(connectors): document which Google scopes to declare
in the Console (amd#2612)
- `4ad367a9` — fix(connectors): derive --grant-agent scopes from the
agent's own declaration (amd#2610)
- `f7d5d7d9` — chore(deps): bump the root-npm-dependencies group across
1 directory with 3 updates (amd#2503)
- `c84d9a79` — fix(tui): make the terminal hub readable on a light
terminal background (amd#2611)
- `bcffbc8d` — feat(email): recover the attention view and
waiting-on-you detector onto main (amd#2604)
- `b63a9f0d` — feat(email): guided Outlook mailbox setup — walk, verify,
and answer questions in chat (amd#2598)
- `e0d5014c` — fix(daemon): dev-mode start-agent refuses a checkout
mismatch instead of silently serving a stale build (amd#2592)
- `29dc0f9f` — feat(email): find meeting proposals during the inbox scan
(amd#2589)
- `22b0fa04` — fix(email): pre-scan stops reporting a guess as a verdict
(amd#2587)
- `c211e870` — fix(daemon): start the daemon clock so scheduled work can
fire (amd#2586)
- `358fd6e1` — fix(email-agent): add preference removal tools and a
truthful read-back (amd#2520) (amd#2541)
- `d01b9d43` — fix(email): don't cancel a retrying agent for a
recoverable tool error (amd#2572)
- `7fdcd6b2` — fix(email): surface degraded memory state and diagnose
the real cause (amd#2577)
- `1c42d842` — fix(email): autonomy /run refuses while off; add gaia
email autonomy CLI (amd#2578)
- `25b6cacd` — fix(email): draft_reply/draft_forward compose the body,
don't ask for it (amd#2576)
- `a050c64d` — fix(email): briefing carries a structured breakdown, not
one sentence (amd#2575)
- `8da002f0` — fix(email): resolve relative snooze/schedule times
agent-side (amd#2574)
- `ee4af04b` — fix(email): get_thread returns messages sorted and
numbered, not raw backend order (amd#2570)
- `9269a306` — fix(email): give list_inbox/search_messages a combined
envelope budget (amd#2546)
- `c4495a0f` — fix(agents): dispatch Python-call-style embedded tool
syntax (amd#2573)
- `f6103a03` — feat(email-agent): broaden autonomy candidates, add undo
surface and per-message decisions (amd#2545)
- `d975853c` — fix(email): normalize calendar time bounds to RFC 3339
before Google (amd#2579)
- `fdf665f0` — feat(website): redesign landing, Agent Hub, and agent
detail pages (amd#2566)
- `000ab88e` — fix(ui): reject null bytes in upload-path; unrot 8 stale
UI/journey tests (amd#2565)
- `0d6ca966` — feat(tui): tool-confirmation modal for
destructive/external actions (amd#2544)
- `4131420a` — fix(agent): recover from context overflow on
NPU/FastFlowLM (amd#2543)
- `35062526` — fix(email): restore from Trash anytime, drop dead
permanent_delete (amd#2542)
- `2a1767e0` — chore(release): bump the hub component manifests to
0.23.0
- `b5d5bf54` — feat(hub): publish the terminal hub and Agent UI as R2
hub packages (amd#2530)
- `014cbcbc` — fix(email): catch the contract guards up to schema 2.6,
and de-race the heartbeat test (amd#2549)
- `9f70be13` — fix(ui): serve the Lemonade start hint instead of
hardcoding a dead command (amd#2510)
- `26127e80` — feat(release): publish the terminal hub binary and
install it (amd#2522)
- `59374508` — fix(tui): unbreak build_tui on main — allowlist the
bare-host remedy (amd#2548)
- `1b189215` — fix(daemon): unbreak Unit Tests on main — remedy
docstring names an unparseable command (amd#2534)
- `9bdd7eb3` — docs(release): name the Lemonade version v0.23.0 actually
ships (amd#2509)
- `21d40c33` — fix(llm): detect Lemonade on macOS; stop printing
commands that don't work (amd#2497)
- `e272fbae` — fix(tui): keep a valid hub selection when switching tabs
(amd#2482)
- `1d0454b6` — fix(tui): prove the mailbox is usable before the gate
clears a launch (amd#2494)
- `ee54b779` — feat(email): agent-led mailbox onboarding — the agent
sets up its own access (amd#2496)
- `cc73e244` — fix(tui): stop the hub offering agents it cannot run or
launch (amd#2492)
- `5b378ebe` — fix(tests): make unit suite hermetic by blocking real
network connections (amd#2500)
- `238fe9ac` — feat(tui): install, run and uninstall agents from the TUI
(amd#2484)
- `ce730876` — feat(tui): draw tool_result render cards, starting with
the inbox pre-scan (amd#2485)
- `7fdd43ea` — chore(deps-dev): bump electron from 43.1.1 to 43.2.0 in
/src/gaia/apps/jira/webui in the jira-app-dependencies group (amd#2501)
- `c940fd0a` — chore(deps-dev): bump electron from 43.1.1 to 43.2.0 in
/src/gaia/apps/example/webui in the example-app-dependencies group
(amd#2502)
- `7f569605` — feat(daemon): install, uninstall and catalog hub agents
from the daemon (amd#2477)
- `61ac101c` — docs(plans): design the TUI user journey around the email
agent (amd#2480)
- `fd66ba95` — fix(email): fail loudly on a dead worker and reconcile
the package docs (amd#2479)
- `1340b3b7` — fix(agents): actually ask before running
confirmation-gated tools (amd#2475)
- `5f283e10` — feat(tui): control API + MCP server for driving the live
TUI (amd#2478)
- `12016d5d` — feat(tui): stream agents over the daemon HTTP/SSE relay
(amd#2476)
- `554ef27c` — chore(deps): bump electron from 43.1.1 to 43.2.0 in
/hub/agents/emr/python/gaia_agent_emr/dashboard/electron in the
emr-dashboard-dependencies group (amd#2504)
- `4822e2ed` — chore(deps-dev): bump the agent-ui-dependencies group in
/src/gaia/apps/webui with 6 updates (amd#2505)
- `3fc0d2e1` — chore(deps): bump the github-actions group with 4 updates
(amd#2506)
- `47c2d1b2` — fix(connectors): surface a browser that never launched
(amd#2507)
- `1763606f` — fix(agents): stop the OpenMP double-init from killing the
agent mid-conversation (amd#2508)
- `56215070` — fix(hub): carry requirements.min_lemonade_version through
the manifest parser (amd#2493)
- `02cf9984` — fix(mcp): keep console logs off stdout in stdio
transports (amd#2473)
- `d6c02c2f` — chore(deps): bump Lemonade Server to v11.5.0 (amd#2424)
- `2898f1b5` — fix(agents): don't dedup errored mutation retries (amd#2464
batch dead-end) (amd#2465)
- `867bc677` — fix(email): recall last archive batch so undo reaches
across turns (amd#2458)
- `9073ec20` — fix(email): strip LLM quoting from ARCHIVE_MESSAGE_BATCH
ids (amd#2457)
- `529d11b1` — ci(review): allow fork-PR checkout under
pull_request_target (checkout@v7) (amd#2461)
- `524d3282` — fix(email-agent): make undo window configurable for
chat-speed bulk ops (amd#2449)
- `61dc3a1f` — fix(email-agent): surface actionable Lemonade-down copy
in gaia email -q (amd#2453)
- `d78115a9` — fix(memory): guard against self-supersede hiding recalled
preferences (amd#2452)
- `6bf96e56` — fix(email-agent): isolate per-provider failures in read
fan-out (amd#2451)
- `acd20400` — fix(agents): reject unexpected tool kwargs with a
structured error (amd#2450)
- `f99ccaea` — fix(daemon): drop --reload from dev-mode email sidecar
spawn (macOS) (amd#2442)
- `c2337178` — fix(email-agent): verify archive left inbox + fix
same-day search miss (amd#2438)
- `3f6af0ff` — fix(email): don't misclassify timeouts as Lemonade-down
(amd#2139 follow-up) (amd#2454)
- `9386e1b1` — fix(email-agent): resolve draft/reply target from sender
or topic (amd#2403) (amd#2437)
- `229e61da` — fix(email-agent): never auto-archive IMPORTANT /
security-sender mail (amd#2426) (amd#2435)
- `e6ac57f9` — fix(email-agent): persist preferences to state.db so they
survive without the embedder (amd#2427) (amd#2434)
- `4301c897` — fix(agent-email): actionable copy for Lemonade-down
/query errors (amd#2432)
- `1bb2cccd` — fix(daemon/email-agent): dev-mode sidecar 'Empty module
name' on macOS (bad PYTHON_KEYRING_BACKEND) (amd#2443)
- `7a44bfd5` — fix(email): bulk-archive undo survives the whole run via
a per-turn batch handle (amd#2439)
- `5101b853` — fix(daemon): re-forward OAuth tokens on expiry so
sidecars self-recover (amd#2436)
- `55010368` — fix(email-agent): applying an existing label fails with
'Invalid label' (T14) (amd#2433)
- `ce83feb9` — fix(email-agent/ui): de-jargon the send confirmation
surface (amd#2407)
- `4bb196fb` — fix(connectors): name consumers-tenant migration on
personal-account app rejection (amd#2391)
- `6b29a4d6` — fix(email-agent): construct with zero connectors instead
of 502 (amd#2423)
- `f3af7bff` — fix(agent-ui): treat ctx_size=0 as unknown, not a
too-small window (amd#2402)
- `f22b0f4a` — fix(ci): run evidence stage via direct claude CLI, not
the GitHub-coupled action (amd#2430)
- `60334202` — fix(email-agent): add live mailbox connection-status tool
(amd#2405)
- `4c370b23` — fix(ui): surface actionable sidecar HTTP errors instead
of generic crash card (amd#2422)
- `7fc559af` — test(ci): evidence lane exercises UI-backed routes +
spot-regresses adjacent ops (amd#2421)
- `9be31036` — security(ci): harden the evidence stage against env dumps
/ credential flows (amd#2417)
- `0f709733` — fix(daemon): validate custody rag/query 'k' to a bounded
positive int (amd#2390)
- `ca50bf8a` — ci(review): broaden evidence gate + require a
verdict-linked evidence section (amd#2415)
- `59c736df` — ci(review): fold gaia-testing evidence into the PR review
comment (Phase 1: CLI/API/MCP) (amd#2414)
- `1a233d94` — test(connectors): fix main red — amd#2408 install test vs
amd#2410 trust gate (amd#2412)
- `78de5bfd` — fix(electron): resume periodic update checks after a
no-feed start (amd#2389)
- `a20c04b4` — fix(agent-ui): left-align installed-agent hub cards on
home screen (amd#2398)
- `236ba233` — fix(connectors): register hub-installed sidecar agents so
email grant works on fresh install (amd#2411)
- `b343f396` — fix(security): harden install trust gate and
analyze_data_file sandbox (amd#2410)
- `765cb544` — fix(daemon): hold the model-slot lease across inference,
not just the load (amd#2394)
- `27be002e` — fix(onboarding): neutral NPU wording in first-run
Hardware check (amd#2399)
- `c86a46e5` — docs(release): note email is Linux + API/CLI only this
release (Windows amd#1648)
- `e658cb15` — docs(testing): bind real-world evidence contract to the
changed surface (amd#2376)
- `feb00155` — docs(email): correct earn-trust claim — positive-outcome
accrual not yet wired (amd#2392)
- `7aee219a` — fix(email): commit autonomy dedup INSERT so it survives
headless teardown (amd#2393)
- `6b6a8dab` — fix(daemon): map NotGrantedError to 403 in forward_all
route (amd#2395)
- `5b2e6be8` — docs(release): keep only verified user-facing features in
What's New
- `e11740e7` — docs(release): fix Agent UI heading — drop 'update'
(auto-update was trimmed)
- `a011e33d` — docs(release): trim v0.23.0 notes to features verified
working
- `ce5ddd84` — docs(release): correct v0.23.0 notes to match verified
behavior
- `c62a3e27` — Release v0.23.0
- `5f624706` — fix(hub): importable CLI wheel agents + chat distribution
via gaia init (amd#2373)
- `3ad39e60` — fix(sidecar): actionable user-mode binary error (amd#2347)
(amd#2357)
- `bfc0f5b8` — fix(lemonade): recognize grouped amd_gpu/nvidia_gpu
device keys in validation (amd#2368)
- `0553c8b0` — feat(email): full autonomy — earn-trust engine, learning
loop, scheduled driver (amd#2363)
- `0284300b` — feat(connectors): support work/school Outlook +
zero-setup device-code sign-in (amd#2364)
- `1aaba5cc` — feat(lint): require security suppressions to be reviewed
in an allowlist (amd#2343)
- `19b1a4c5` — test(daemon): de-flake sidecar stop test on the
pid-liveness check (amd#2349)
- `174e9d0c` — refactor(chat): extract ProfileSpec, honest manifest,
lazy RAG — one class → separable profiles (amd#2323) (amd#2362)
- `57f970b0` — chore(audit): drop the security dimension from the weekly
audit (amd#2348)
- `23181040` — feat(security): proactive Claude security-audit workflow
+ CVSS/SARIF tooling (amd#2346)
- `d605caec` — fix(security): enforce --allowed-paths sandbox on file
read tools (amd#2344)
- `1c8a91c9` — fix(security): remove pre-existing bandit HIGH findings
and enable the HIGH gate (amd#2350)
- `4b5c16b7` — ci(labeler): add tui/daemon/sidecar auto-label rules
(amd#2356)
- `a905b057` — chore(deps): bump the github-actions group with 2 updates
(amd#2341)
- `b3f793af` — fix(routing): default unknown language to TypeScript, not
a process kill (amd#2337)
- `48286dbd` — fix(init): stop Rich eating bracketed tokens in gaia init
output (amd#2340)
- `638a7643` — docs(skills): add porting-agent-to-hub — the legacy-agent
port flow (amd#2338)
- `d2c00b55` — fix(hub): harden agent-archive extraction against path
traversal (amd#2342)
- `a4417656` — fix(ci): repair the startup-failing GAIA CLI aggregate
workflow (amd#2307)
- `0835a250` — fix(ci): make the weekly eval and runner heartbeat
monitor actually run (amd#2306)
- `977c158f` — fix(cli): add --layout hub to gaia agent init for the
agent-first hub tree (amd#2295)
- `558a73e6` — chore(deps): bump the github-actions group with 3 updates
(amd#2294)
- `f8bff000` — chore(deps-dev): bump electron from 43.1.0 to 43.1.1 in
the root-npm-dependencies group (amd#2292)
- `fb179e32` — ci(eval): gate the Gemma-4-E4B consolidation on agent
evals (amd#2283)
- `6b2aa2db` — chore(deps-dev): bump electron from 43.1.0 to 43.1.1 in
/src/gaia/apps/jira/webui in the jira-app-dependencies group (amd#2291)
- `5837bdac` — chore(deps-dev): bump electron from 43.1.0 to 43.1.1 in
/src/gaia/apps/example/webui in the example-app-dependencies group
(amd#2290)
- `3ce4f790` — test(agents): stub live Lemonade probe in
context-overflow tests (amd#2288)
- `1886a92f` — chore(deps): bump electron from 43.1.0 to 43.1.1 in
/hub/agents/emr/python/gaia_agent_emr/dashboard/electron in the
emr-dashboard-dependencies group (amd#2289)
- `0a308449` — feat(agents): consolidate every agent onto Gemma-4-E4B at
one context size (amd#2284)
- `4392e06a` — chore(deps-dev): bump the agent-ui-dependencies group in
/src/gaia/apps/webui with 3 updates (amd#2293)
- `d9b11ec7` — refactor(hub): agent-first layout —
hub/agents/\<id>/\<lang> (amd#2060)
- `5f15b333` — feat(daemon): broker-wire the remaining direct model-load
surfaces (amd#2286)
- `3affe149` — fix(ui): detect GPU from real Lemonade payload shapes
(amd#2285)
- `4f888b78` — fix(hub): report file-based custom agents' real health,
not always 'error' (amd#2277)
- `36c29873` — fix(cli): detect GPU on all platforms and honour
default_device (amd#2244)
- `6c6f8a34` — test(audit): coverage for schedule CLI, perf-vis, VLM
extraction, PDF gen/export; fix silent table-row loss (amd#2259)
- `2425afe8` — fix(builder): surface model-not-found (404) instead of a
generic placeholder (amd#2245)
- `3a0eebe7` — ci(hub): wire nine hub package test suites into CI; fix
.cjs docs-link guard gap (amd#2258)
- `3e82ca61` — docs(connectors): correct the client_id_hash claim in the
OAuth runbook (amd#2264)
- `9f7dca84` — fix(ci): fix Lemonade startup and bash-on-PATH in the doc
walkthrough (amd#2281)
- `53f4b529` — fix(daemon): owner-only DACL for the Windows launch
secret (amd#2250) (amd#2282)
- `ee8825fa` — fix(security): require allowed_dir in compute_file_hash
(amd#2280)
- `46fb7687` — spec(factory): define the dogfooding loop — Claudia as
live validation runtime (amd#2234)
- `1a679f02` — feat(ui): always-available OAuth client field in Settings
(amd#2104 interim) (amd#2265)
- `45c796b1` — test(jira): unit tests for JiraAgent HTTP boundary and
config discovery (amd#1991) (amd#2263)
- `bed702eb` — feat(ci): execution-based weekly doc walkthrough (amd#2278)
- `f8f309e6` — fix(ui): stop silently accepting unimplemented agent_mode
'autonomous' (amd#2257)
- `3b0938ed` — fix(ci): weekly audit cross-links the prior parent
instead of auto-closing it (amd#2254)
- `78306480` — test(audit): risk-bearing coverage — jira, trust-gate,
flag-precedence, amd#1655 boundaries (amd#2253)
- `1aa39ca2` — fix(observability): real system-metrics polling + real
rollbackAction (amd#2251)
- `384b3ca8` — fix(security): bind MCP bridge to loopback, not all
interfaces (amd#2246)
- `037f4370` — fix(cli): implement/gate stubbed api-status, eval flags,
schedule --skill (amd#2247)
- `2b6ed53e` — fix(security): rate-limit exposed routes, harden JS
ReDoS/XSS/cleartext-logging (amd#2237)
- `6c6b3baf` — fix(packaging): stop the amd-gaia[agents] extra from
downgrading the core wheel (amd#2262)
- `8744a51a` — fix(security): validate user-influenced file paths
(py/path-injection) (amd#2252)
- `c921fa7b` — feat(email): quality + robustness batch
(amd#2110/amd#2113/amd#2114/amd#2115/amd#2116) (amd#2192)
- `b9391ec2` — fix(security): parameterize SQL, redact sensitive logs,
harden ReDoS regexes (amd#2239)
- `09e0bac4` — fix(security): stop leaking stack traces at API
boundaries + least-privilege workflow permissions (amd#2236)
- `3df5a3db` — fix(security): tighten API CORS — no wildcard origin with
credentials (amd#2238)
- `a3db04ef` — feat(connectors): OAuth forward-out to sidecars (V2-14)
(amd#2203)
- `e0886cbf` — refactor(daemon): reconcile the clocks into one
daemon-owned scheduler (V2-15) (amd#2199)
- `15459153` — feat(daemon): /host/v1 custody API v1 with per-agent
scoping (V2-12) (amd#2197)
- `e226d584` — feat(webui): group session sidebar by agent +
session-state polish (amd#2193)
- `6e48cb22` — feat(daemon): host-owned model-slot broker serializes
loads (V2-11) (amd#2194)
- `c42bb354` — fix(website): correct hub install command and clarify
agent availability (amd#2207)
- `2f18de85` — fix(tests): align email CLI dispatch test with amd#2191
thin-client contract (amd#2209)
- `a2ad4eff` — fix(tests): repair stale gaia.ui.email_sidecar.manager
import after amd#2144 (amd#2208)
- `2b89643c` — fix(webui): repair broken main — AgentHubView imported
deleted AgentHubGrid (amd#2206)
- `68773d46` — test(eval): sidecar eval harness + distributed-seams
suite (V2-19) (amd#2202)
- `d7cffc72` — feat(agent-ui): first-run onboarding wizard — hardware
pre-flight, in-app model download, connect-on-install (amd#2204)
- `5bc7d325` — feat(electron): in-app install, R2 auto-update feed,
gaia:// deep links (amd#2196)
- `eb6b34bf` — feat(daemon): one-time versioned migration of ~/.gaia
state (V2-13) (amd#2200)
- `73b8f98c` — refactor(api): remove the last in-process email mount;
relay via daemon (amd#2176) (amd#2205)
- `e4ea0e33` — feat(connectors): grant the mailbox to the email agent in
the same connect flow (amd#2195)
- `2bf405db` — feat(webui): in-app Hub page with catalog lanes + install
trust gate (amd#2201)
- `459efba9` — feat(api): relay /v1/\<agent>/query through the daemon
(V2-17) (amd#2198)
- `ada5b95a` — feat(cli): gaia email attaches to the daemon — thin
client (V2-8) (amd#2191)
- `a49d257d` — fix(webui): reachable Agent Hub + installed-agent
discovery and per-session picker (amd#2190)
- `7c98b51a` — docs(connectors): rewrite the Google client-ID
walkthrough for the current console (amd#2189)
- `a94a8126` — feat(daemon): deliver sidecar launch secret via 0600
file, not bare env (amd#2149) (amd#2186)
- `5601e2a5` — feat(daemon): streaming SSE reverse-proxy for agent
routes (amd#2150) (amd#2188)
- `1465bc73` — feat(agents): proactive lifecycle hooks with
approval-gated proposals (amd#1484) (amd#2187)
- `2c4ff395` — test(chat): mirror the amd-gaia floor guard from amd#2169;
harden version parsing (amd#2184)
- `2271278c` — fix(llm): make swallowed model-load failures loud in
_ensure_model_loaded (amd#2185)
- `2e0294f9` — feat(hub): add multi-component type discriminator to the
manifest (amd#1716) (amd#2183)
- `b78b71d1` — test(chat): guard the amd-gaia dependency floor against
amd#2112 regression (amd#2174)
- `33caec54` — refactor(ui): extract _best_effort_cancel helper for the
relay cancel paths (amd#2173)
- `ba58e31a` — feat(email): fast dev-iteration loop for the email agent
SDK (amd#2083)
- `f79c4177` — fix(webui): pin explicitly-set session titles — stop
auto-retitle churn (amd#2165) (amd#2171)
- `ae741690` — fix(email): error on an explicitly-targeted unconnected
mailbox instead of substituting (amd#2164) (amd#2172)
- `4dafa091` — fix(email): normalize date operators in search_messages
(amd#2161) (amd#2170)
- `dd2fa328` — fix(email): raise amd-gaia floor to match
get_embedding_model_for_device (amd#2112) (amd#2169)
- `011b6e3c` — fix(email): default calendar list to a forward window
when range args are absent (amd#2162) (amd#2168)
- `ed7d2969` — fix(ui): propagate cancel to the email sidecar on relay
timeout/crash (amd#2158) (amd#2167)
- `d8daf66d` — fix(agent): abort in-flight streaming generation on
Agent-UI Stop (amd#2166)
- `c907f6c4` — feat(memory): adaptive, review-gated onboarding
conversation (amd#1955) (amd#2143)
- `def5e979` — fix(ui): stop blaming Lemonade for cancelled/empty chat
turns (amd#2141)
- `553cb541` — fix(email): consolidate Agent UI pre-scan across every
connected mailbox (amd#2129)
- `5446af2c` — fix(agent-email): drop $orderby from Outlook get_thread
to avoid Graph InefficientFilter (amd#2140)
- `8ba66f4d` — fix(email): REST triage honors the LLM's is_spam verdict
(amd#2125)
- `aa44c2c8` — refactor(daemon): daemon-supervised agent sidecars (V2-6)
(amd#2144)
- `ac3cc4cd` — fix(eval): fail the briefing eval loudly on a
zero-case/zero-judged run (amd#2123)
- `c9566b19` — chore(deps): bump Lemonade Server to v11.0.0 (amd#2130)
- `47c1142a` — feat(ui): route email chat through the sidecar
/v1/email/query loop (V2-10) (amd#2136)
- `b340427d` — docs(skill): correct the release skill against what
v0.22.0 actually did (amd#2133)
- `9f1ece0f` — feat(webui): render→component map + generic render
primitives (V2-9) (amd#2131)
</details>

Full Changelog:
[v0.22.0...v0.23.0](amd/gaia@v0.22.0...v0.23.0)

---

## How these notes were verified

Every **What's New** entry was exercised on real hardware, not inferred
from green CI. Re-verified end to end after merging current `main` (334
commits since v0.22.0), because the delta touched the MCP bridge, hub,
skills, and connectors — the exact surfaces the notes assert.

<details>
<summary>Verification results, what broadened, and what was
excluded</summary>

**Re-verified against the current pin and kept:** `gaia hub`
install/run/uninstall (trust gate enforced); the confirmation gate now
covering terminal + `gaia api` + MCP tool calls (fail-closed classifier
proven model-free — amd#2846/amd#2854); localhost binding + stricter CORS +
enforced MCP `--auth-token` + shell-less MCP launch + `~/.gaia` write
guard + CWE-89 SQL block (amd#2844/amd#2847/amd#2860, live probes); `gaia skill`
create/import/list/info plus signed-tier + pre-publish-audit + migrate
(amd#2692/amd#2702/amd#2693); the Microsoft connector split (two connectors,
secretless PKCE — amd#2896's third connector is Gmail, so the wording is
not stale).

**Broadened this cycle:** the confirmation-gate claim (blocking gap
amd#2846 merged) and the security section (four verified hardening items).
The skills section is stated **opt-in** (amd#2848: no shipped agent loads
skills by default).

**Removed:** the onboarding / day-zero discovery headline — the scanner
works on macOS, but the first-run onboarding flow it feeds is not ready
to ship, so it is not claimed (the underlying commit amd#2747 remains in
the changelog).

**Excluded (not claimable):** a skills-by-default claim (false — amd#2848);
the C++ SDK (real and CI-green but ships no user-facing artifact and
predates this release); the prebuilt terminal-hub binary ("not yet
distributed"). Claims that failed live verification remain filed as open
bugs, not shipped: amd#2883, amd#2884, amd#2885, amd#2893, amd#2894. Email ships as a
beta note whose only asserted behavior — never sending or deleting
without confirmation — is verified.

</details>

## Release checklist
- [x] `util/validate_release_notes.py` passes
- [x] `docs && npx mintlify validate` passes
- [x] `src/gaia/version.py` → `0.23.0`; `LEMONADE_VERSION` → `11.5.0`
- [x] webui `package.json` / `package-lock.json` → `0.23.0`
- [x] Navbar label → `v0.23.0 · Lemonade 11.5.0`
- [x] All 334 commits in range represented in the changelog
- [x] Branch merged current with `main`; `setup.py` keeps `mcp<2.0`
- [ ] Review from @kovtcharov-amd addressed

---------

Co-authored-by: Kalin Ovtcharov <kalin@extropolis.ai>
Co-authored-by: k <k@e>
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fix(email): autonomy re-proposes the same message every headless fire (uncommitted dedup INSERT)

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