Conversation
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@claude review this PR and identify why the tests are failing. |
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Claude finished @kovtcharov's task —— View job Reviewing PR #795 — identifying test failures
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…citation-checker Per @itomek review on PR #795: - util/check_doc_citations.py: out of scope, removed (was in prior commit) - .github/workflows/check_doc_links.yml: revert to origin/main - docs/guides/custom-installer.mdx: removed in favor of the playbook at docs/playbooks/custom-installer/index.mdx (was in prior commit) Updated internal links so the navigation and cross-references resolve: - docs/docs.json: drop guide nav entry (playbook entry stays) - docs/deployment/ui.mdx: Card href → /playbooks/custom-installer/index - docs/guides/custom-agent.mdx: same Card href swap - docs/playbooks/custom-installer/index.mdx: rewrite intro paragraph that self-linked to the now-removed guide
… hang ## What this fixes 1. **PR reviews haven't fired since #783 merged.** The workflow's `@beta` pin is stuck on a 2025-08-22 SHA that predates `pull_request_target` support (merged upstream 2025-09-22) and Opus 4.7 support (v1.0.98). The action's Prepare step has been rejecting `pull_request_target` with "Unsupported event type" on every run, and `continue-on-error: true` was hiding the failure as "success". 2. **`@claude` mentions post a TODO checklist and never update it with findings.** In v0 tag mode, large custom_instructions + low max_turns were exhausting the turn budget before Claude got to the final comment-update step. Visible on run 24581846289 for PR #795. ## Changes - **Pin all 4 action call sites to `v1.0.99` by SHA** — unblocks `pull_request_target` and Opus 4.7. SHA-pin rather than tag-pin so a future floating-tag retarget can't silently repeat this class of breakage. - **Migrate to the v1 API.** v1.0.99 drops the v0 inputs we use (`direct_prompt`, `custom_instructions`, `model`, `max_turns`). Merged `direct_prompt` + `custom_instructions` into a single `prompt` block per job; moved `model` and `max_turns` into `claude_args`. Migration guide: https://github.com/anthropics/claude-code-action/blob/main/docs/migration-guide.md - **All 4 jobs now run in automation mode** (via `prompt` input) instead of tag mode. Two reasons: - Works around anthropics/claude-code-action#1223 (open bug): `--model` is silently ignored in tag mode, falling back to Sonnet 4.6. Automation mode honors `--model claude-opus-4-7` correctly. - Fixes the unchecked-TODO behavior: automation mode runs Claude to completion and posts one final comment, no progress tracker to forget to update. - Claude posts its reply via `gh pr comment` / `gh issue comment` / `gh api` from within the automation task. - **`--max-turns` bumped for `issue-handler` from 30 to 50** — the TODO-unfilled behavior was often turn-budget exhaustion against the expanded custom_instructions added in #783. - **`continue-on-error: true` removed from all 3 Claude action steps.** This masking is the same "No Silent Fallbacks" pattern #783 explicitly added to `CLAUDE.md` as prohibited — the workflow was the biggest violator. - **Prompt-injection hardening on `pr-comment` and `issue-handler`** — instead of interpolating `github.event.comment.body` into the `prompt` (a classic Actions injection sink when user content lands inside another shell/markdown context), the prompt tells Claude to fetch the comment body itself via `gh api`. Workflow-context values in the prompt are limited to numeric IDs and repo names.
Integration test findings (Windows NSIS installer, commit 38a2ceb)Ran the PR's CI-built installer end-to-end on Windows (Ryzen AI MAX+ 395). Good news: the React/Electron side is wired correctly. Bad news: Export All is broken in this build, and several supporting pieces need attention. Flagging here so Claude Code / a follow-up PR can pick them up. 1. BLOCKER — Python side of the PR never ships in the installer
Verified directly on the installed backend: And on the CLI: No Direct import confirms: Installed Fix options, in order of preference:
2. HIGH — Export All fails silently in the UI when backend returns non-2xxWith a custom agent present in The React bundle at const g = await fetch(`${Q0}/agents/export`, {
method: "POST",
headers: { "X-Gaia-UI": "1" }
});
if (!g.ok) {
const T = await g.text().catch(() => "");
let b = T;
try { b = JSON.parse(T); } catch {}
// ...supposed to surface an error
}…but whatever it dispatches on This is a separate bug from #1 — any failure mode (405, 500, network timeout) will look identical to the user after #1 is fixed. Please:
UI wiring itself is correct — bundle targets exactly 3. HIGH — Silent install (
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… hang (#797) ## Why Two real, verified-from-logs problems with the current Claude Code setup: **1. PR reviews haven't fired since #783 merged.** The workflow's `@beta` pin points to a 2025-08-22 SHA that predates `pull_request_target` support (merged in [anthropics/claude-code-action#579](anthropics/claude-code-action#579) on 2025-09-22) and Opus 4.7 support (fixed in v1.0.98). The action's Prepare step rejects `pull_request_target` with `Unsupported event type`, but `continue-on-error: true` was hiding the failure as a "success" conclusion. Run [24580730832](https://github.com/amd/gaia/actions/runs/24580730832) on PR #795 is the concrete example. **2. `@claude` mentions post a TODO checklist and never update it with findings.** In v0 tag mode, large `custom_instructions` + `max_turns: 30` exhaust the turn budget before Claude reaches the final comment-update step. Visible on run [24581846289](https://github.com/amd/gaia/actions/runs/24581846289) for PR #795. ## What changed - **Pinned all 4 action call sites to v1.0.99 by SHA** (`c3d45e8e941e1b2ad7b278c57482d9c5bf1f35b3`). - **Full migration to the v1 API.** v1.0.99 drops the v0 inputs we use — merged `direct_prompt` + `custom_instructions` into a single `prompt` per job; moved `model` / `max_turns` into `claude_args`. - **All 4 jobs now run in automation mode** (`prompt` input), not tag mode, to work around [anthropics/claude-code-action#1223](anthropics/claude-code-action#1223) (tag-mode `--model` silently ignored) and to fix the unchecked-TODO behavior. - **`--max-turns` bumped for `issue-handler`** from 30 to 50. - **`continue-on-error: true` removed** from the 3 Claude action steps. - **Prompt-injection hardening** on `pr-comment` / `issue-handler` — comment bodies fetched via `gh api` at runtime instead of interpolated from `github.event.comment.body`. ## Validation (completed on this PR via temporary `pull_request` trigger) Tested end-to-end on PR #797 itself by temporarily adding a `pull_request` trigger (since `pull_request_target` uses `main`'s workflow, not the PR-head's). That trigger is now reverted — final diff is migration-only. | Path | Event | Run | Result | |------|-------|-----|--------| | `pr-review` | `pull_request` (synchronize) | [24583825151](https://github.com/amd/gaia/actions/runs/24583825151) | ✅ Claude posted a full structured review as [this comment](#797 (comment)) — Summary / Issues / Strengths / Verdict format, referenced by file.py:line | | `issue-handler` | `issue_comment` (@claude mention) | [24583975636](https://github.com/amd/gaia/actions/runs/24583975636) | ✅ Claude replied with actual findings to an @claude question, not an unchecked TODO list | **Claude's own review of this PR caught a real bug** in the `issue-handler` prompt — on `issues.opened` events `github.event.comment.id` is empty, so the prompt's `gh api .../issues/comments/` URL would 404. Fixed in [ad99674](ad99674) by adding an explicit `COMMENT ID` field and instructing Claude to skip the comment fetch when empty. Dogfooding worked. Still unvalidated end-to-end (structural validation only): - `pr-comment` (`pull_request_review_comment`) — uses the same automation-mode pattern as the two validated paths - `release-notes` (`workflow_run`) — only fires on `Publish Release` completion; will self-validate on the next release ## Commits 4 commits in the branch. Net diff = migration + issue-handler fix. **Recommend squash-merge** to collapse to one clean commit. 1. `ae1fb3f` — the v1 migration (main change) 2. `18efdc0` — TEST ONLY: add `pull_request` trigger (for validation) 3. `ad99674` — fix from Claude's own review: gate comment fetch on COMMENT ID 4. `c7cbc59` — revert of (2) ## Vetting v1.0.99 against open upstream bugs v1 is **not** bug-free. Assessment per issue: | Issue | Severity | Affects GAIA? | |-------|----------|---------------| | [#1205](anthropics/claude-code-action#1205) + [#1187](anthropics/claude-code-action#1187) / [#1220](anthropics/claude-code-action#1220) Bun tsconfig / cpSync symlink crash | P1 | **No** — GAIA has no symlinked sensitive files (verified `CLAUDE.md`, `.claude/`) | | [#1206](anthropics/claude-code-action#1206) HTTP 401 app-token exchange | P2 | **No** — we use `GITHUB_TOKEN`, not a GitHub App installation | | [#1210](anthropics/claude-code-action#1210) Git credentials overwritten | P2 | Low risk — we only read | | [#1218](anthropics/claude-code-action#1218) Fork PR fetch-by-name | P2 | Fixed in v1.0.96 | | [#1222](anthropics/claude-code-action#1222) `gh` CLI unavailable on default-branch PRs | P2 | **Maybe** — GAIA PRs target `main`. Mitigated by our pre-generated `pr-diff.txt` / `pr-files.txt` | | [#1223](anthropics/claude-code-action#1223) `--model` ignored in tag mode | — | **Would affect us** — worked around by running all jobs in automation mode | | [#1225](anthropics/claude-code-action#1225) Opus 4.7 broken on v1.0.97 | P2 | Fixed in v1.0.98 | | [#1226](anthropics/claude-code-action#1226) `execution_file` not written on max_turns | P2 | Minor — doesn't affect user-visible behavior | ## Rollback Single workflow file, isolated change. `git revert` restores `@beta` — which restores the silent-failure state, not a known-good state. If a real merge-time regression appears, fix forward.
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@claude can you review this PR? |
PR review — #795CI status: all green. All 50+ checks on the latest commit ( The real signal for reviewers in this thread is @itomek's integration report from running the actual NSIS installer end-to-end — CI passing does not mean the shipped installer works for end users. What this PR does well 🟢
Issues worth addressing🟡 Integration findings from @itomek are still open@itomek's report found 6 issues on the actual installer. Most are real blockers regardless of green CI:
#1 is the big one. Every unit test in this PR runs against source, so none of them catch that the shipped binary doesn't include the new code. Consider a CI step that posts #5 is a gap between the docs and the shipped artifact. The playbook at 🟡 PR description has drifted from code
🟢 Reserved agent IDs (itomek's #6, partial)
🟢 Silent
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@itomek — thank you for the thorough Windows NSIS walkthrough. All six findings were read. Here's the disposition: Addressed in commit 853f6a0:
Out of scope for this PR:
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SummaryWell-executed security-first feature that delivers three tightly-integrated pieces: a Issues Found🟡 Important1. Export includes
Minimal filter aligned with what the seeder would plausibly copy: (Hoist the constants to module level — shown inline here for a one-shot diff.) 2. Doc/registry drift: YAML-manifest agents still work, but
The current state — YAML loads silently, docs pretend it doesn't exist, export bundles it anyway — is the worst of both worlds. Discussion-only; no concrete diff since this is a product decision for @kovtcharov-amd. 3. PR description references paths that don't exist in the diff
Not a code issue, but worth fixing the PR body before merge so the release-notes generator doesn't pick up wrong paths. 🟢 Minor4. Redundant double-logging on every failed export/import branch ( Both (And the parallel change at line 1350 for import.) 5. Two sequential Each 6. The broad 7. Hardcoded backend port in const API_BASE = window.location.protocol === 'file:'
? 'http://localhost:4200/api'
: '/api';This duplicates the same constant from 8. It works and is annotated well, but browser bundles usually pull in Strengths
VerdictApprove with suggestions. Issue 🟡1 (export filter) and 🟡2 (YAML docs drift) should be addressed — the first in this PR, the second either here or in an immediate follow-up. Everything else is minor polish. The core design is sound, the tests are comprehensive, and the security posture is rightly paranoid. |
PR #795 (large installer + agent export-import feature, many changed files) exceeded the 20-turn budget on pr-review before Claude could post its review comment. Run 24586335693 failed with `error_max_turns`, visible now that #797 removed the continue-on-error mask. issue-handler was already at 50 from #797. Matching pr-review and pr-comment for consistency — same failure mode, same fix. release-notes stays at 30 since release diffs are bounded to a tag range.
## Summary PR #795 ([run 24586335693](https://github.com/amd/gaia/actions/runs/24586335693)) exceeded pr-review's `--max-turns 20` budget and failed with `error_max_turns` — no review comment posted. That failure is visible (not silently swallowed) thanks to #797 removing the `continue-on-error` mask. The fix is the same bump I applied to `issue-handler` during the v1 migration: 20 → 50. Matching `pr-comment` at the same time for consistency — same failure mode would apply on a large-diff PR conversation. `release-notes` stays at 30 since release diffs are bounded to a tag-to-tag range. ## Test plan - [ ] After merge, re-run `pr-review` on PR #795 (close+reopen or push an empty commit) — confirm Claude completes the review within 50 turns and posts the comment - [ ] Spot-check next 2-3 post-merge PRs don't regress to failures
…aunch seeder Adds end-to-end support for shipping a GAIA installer with a custom agent pre-loaded, and for transferring agents between machines via zip bundles. Changes: - `src/gaia/installer/export_import.py` — new module: zip-based custom agent export/import with zip-bomb defences (entry count, per-file and total size limits), path-traversal and symlink rejection, atomic write/overwrite - `src/gaia/apps/webui/services/agent-seeder.cjs` — first-launch bundled-agent seeder: copies `<resources>/agents/<id>` into `~/.gaia/agents/<id>` with an atomic partial→rename→sentinel protocol; idempotent across re-launches - `src/gaia/apps/webui/electron-builder.yml` — `extraResources` entry to bundle `build/bundled-agents/` into the installer as `<resources>/agents/` - `src/gaia/apps/webui/main.cjs` — call `seedBundledAgents()` on app startup before the Python backend starts - `src/gaia/cli.py` — `gaia agent export` and `gaia agent import` subcommands with interactive trust gate and `--yes` flag for non-TTY use - `src/gaia/ui/routers/agents.py` — `POST /api/agents/export` and `POST /api/agents/import` endpoints with localhost-only, CSRF-header, and tunnel-inactive guards; hot-registers imported agents into the live registry - `src/gaia/apps/webui/src/components/CustomAgentsSection.tsx` — Settings panel section for export/import with inline ZIP pre-read for trust modal - `src/gaia/apps/webui/src/components/SettingsModal.tsx` — wires in CustomAgentsSection - `docs/guides/custom-agent.mdx` — rewritten around Python agents; removed YAML-manifest section, replaced all examples with Python equivalents - `docs/guides/custom-installer.mdx` — new high-level guide (when to build a custom installer and pointer to the playbook) - `docs/playbooks/custom-installer/index.mdx` — new end-to-end playbook: Path A (branded installer with Zoo Agent, 3-OS tabs) and Path B (export/import flow) - `docs/reference/cli.mdx` — documents `gaia agent export` and `gaia agent import` - `docs/deployment/ui.mdx` — adds Custom Installer card to the CardGroup - `docs/docs.json` — registers new guide and playbook pages in nav - `util/check_doc_citations.py` — new CI utility: verifies that path:NNN citations in docs resolve to the expected symbol at that line - `.github/workflows/check_doc_links.yml` — adds citation-checker step and symbol-drift path triggers - `tests/unit/test_export_import.py` — 14 pytest cases (round-trip, zip-slip, symlink, absolute path, oversized, too many entries, invalid IDs, atomicity, overwrite, missing manifest, wrong version) - `tests/electron/agent-seeder.test.cjs` — 12 Jest cases (seed, idempotency, sentinel semantics, user-data preservation, partial-copy recovery, all 3 platform paths) Verified on macOS (arm64 DMG), Ubuntu (AppImage), and Windows (NSIS exe). Closes #776
…ndency
TestClient hardcodes scope["client"] = ("testclient", 50000); TunnelAuthMiddleware
saw a non-localhost host with an active tunnel and returned 401 before the
_require_tunnel_inactive FastAPI dependency could fire its 503. Patching
_LOCAL_HOSTS to include "testclient" in those two tests lets the middleware
pass through so the dependency under test is actually exercised.
…review) - export_import.py: aggregate streaming byte counter catches multi-entry zip-bombs; replaced iter-lambda with explicit while loop (fixes W0640) - routers/agents.py: log silenced OSError on temp-file cleanup; add requires_restart flag to import response; move os import to module top - cli.py: 1 MB hard cap on bundle.json before pre-read to prevent OOM - CustomAgentsSection.tsx: 100 MB size guard before arrayBuffer(); surface requires_restart warning in the import success message - agent-seeder.cjs: remove redundant existsSync before rmSync (force:true) - test_export_import.py: drop unused import gaia.installer.export_import - check_doc_citations.py: fix off-by-one anchor line numbers (125/272)
- test_electron_chat_app.js: update stale assertions that expected
electron-forge (we use electron-builder) and <title>GAIA Agent UI</title>
(now just <title>GAIA</title>); fix uploadDocumentByPath → uploadDocumentBlob
- routers/agents.py: convert errors from flat strings to {id, error} objects
so the frontend can display them per-agent; resolves CodeQL information-
exposure advisory (exception data no longer flows as a raw string)
- rag/sdk.py: remove redundant inner 'import json' at lines 963 and 1113
(W0404 reimport; json is already imported at module top)
test_electron_chat_installer.js had stale assertions for electron-forge (no longer used): @electron-forge/cli devDependency, forge makers config, and scripts.make. Updated to check electron-builder.yml, electron-builder devDependency, and platform-specific package scripts. Also fixed bin path check to use the actual bin field value (gaia-ui.cjs, not .mjs).
CodeQL alert #251 (py/stack-trace-exposure, CWE-209): str(exc) from an os.replace failure flowed from export_import.py into the /api/agents/import HTTP response via ImportResult.errors, potentially exposing absolute file paths and OS-level details to the caller. Fix at the source: log the full exception server-side at WARNING and append only a stable generic message to result.errors. The router's existing {id, error} structuring continues to work unchanged; it now splits a bounded message instead of raw OS-exception text.
…citation-checker Per @itomek review on PR #795: - util/check_doc_citations.py: out of scope, removed (was in prior commit) - .github/workflows/check_doc_links.yml: revert to origin/main - docs/guides/custom-installer.mdx: removed in favor of the playbook at docs/playbooks/custom-installer/index.mdx (was in prior commit) Updated internal links so the navigation and cross-references resolve: - docs/docs.json: drop guide nav entry (playbook entry stays) - docs/deployment/ui.mdx: Card href → /playbooks/custom-installer/index - docs/guides/custom-agent.mdx: same Card href swap - docs/playbooks/custom-installer/index.mdx: rewrite intro paragraph that self-linked to the now-removed guide
…e tests
- Add zoo-agent to build/bundled-agents/ staging dir so the custom-installer
playbook has a working example seeded on first launch; extend .gitignore
to un-ignore this specific path while keeping the rest of build/ excluded
- Fix playbook: remove _TOOL_REGISTRY import and clear() call from the
ZooAgent example (_register_tools must be pass, not clear(), to avoid
wiping the process-wide tool registry)
- agent-seeder.cjs: log at WARN (not INFO) when bundled-agents dir is
missing inside a packaged Electron app; dev mode stays at INFO
- CustomAgentsSection.tsx: add console.error in both export and import
catches; scroll error banner into view when status.kind === 'error'
- tests: add Jest structure test for CustomAgentsSection error paths;
add TestRouteShadowing to confirm /export and /import resolve before
the {agent_id:path} wildcard
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SummarySolid, security-conscious implementation of the agent export/import round-trip plus a first-launch bundled-agent seeder for installer builds. The zip hardening (per-file + aggregate streaming caps, symlink reject, path-traversal double-check, agent-id regex, atomic staging+backup), the three-guard HTTP surface (localhost + Two things worth fixing before merge: (1) the bundled Issues Found🟡 Important1. Bundled Zoo Agent's
The guide example in Same fix also brings 2. Guide removes YAML manifest docs while the feature is still live ( The rewrite removes the entire "Manual Creation: YAML Manifest" section (the full-manifest reference, tool table, Zoo YAML example, research-agent YAML example, validation-error accordion). But
Existing user agents in
Either is fine, but silently deleting the docs while the code path stays active is the worst of both worlds. 3. The PR description calls out 🟢 Minor4. The
Not a blocker, but the inconsistency will surprise someone eventually. 5. Broad Four 6. Every launch appends a line, even when seeding is a no-op ("already seeded — sentinel present"). Over the lifetime of an installed app that's one INFO line per agent per launch, forever. Consider either:
7. Re-enabling a subpath of an ignored directory works, but 8. Not a real hole — the extraction loop at 9. Native Strengths
VerdictRequest changes — Issue #1 (bundled Zoo Agent missing |
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Integration test: Windows 11, AMD Ryzen AI MAX+ 395 (Strix Halo), Python 3.12.12 Tested against PR source installed as editable package into ✅ First-launch agent seeder
✅ Export All (via UI)
✅ Import (via UI)
✅ Error banner (backend down)
🐛 Bug:
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Follow-up: seeder happy path verified (fresh To test the seeder's copy path (not just the skip path), I temporarily moved Seeder log on relaunch: Result:
Both seeder paths now confirmed:
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Integration Test Results — PR #795 (Windows 11 / AMD Ryzen AI MAX+ 395)Test date: 2026-04-20 ✅ NSIS Installer Wizard (fresh per-user install)Walked through all four wizard pages:
✅ First-Launch Seeder — All Four Paths Tested
The sentinel-based logic correctly distinguishes user-owned data from seeded data across all paths. ✅ Export/Import Round-TripSettings UI → Custom Agents section:
Export All:
Import:
🐛 Bug Found & Fixed:
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# GAIA v0.17.3 Release Notes GAIA v0.17.3 is an extensibility and resilience release. You can now package your own agents into a custom GAIA installer and seed them on first launch, point GAIA at alternative OpenAI-compatible inference servers from the C++ library (Ollama, for example), and start from three new reference agents (weather, RAG Q&A, HTML mockup) that execute against real Lemonade hardware in CI. It also hardens the RAG cache against an insecure-deserialization class of bug (CWE-502) — all users should upgrade. **Why upgrade:** - **Ship your own GAIA** — Export and import agents between machines, follow a new guide to produce a custom installer that seeds your agents on first launch, and on Windows install everything in one step because the installer now includes the Lemonade Server MSI. - **Work with alternative inference backends** — The C++ library now preserves OpenAI-compatible `/v1` base URLs instead of rewriting them to `/api/v1`, so servers that expose the standard `/v1` path (Ollama, for example) work out of the box. - **Start from a working example** — Three new reference agents (weather via MCP, RAG document Q&A, HTML landing-page generator) with integration tests that actually execute against Lemonade on a Strix CI runner. - **Safer RAG cache** — Replaces `pickle` deserialization with JSON + HMAC-SHA256 (CWE-502). Unsigned or tampered caches are rejected and transparently rebuilt on the next query. - **Better document handling** — Encrypted or corrupted PDFs now produce distinct, actionable errors (`EncryptedPDFError`, `CorruptedPDFError`) instead of generic failures, and the RAG index is hardened for concurrent queries. --- ## What's New ### Custom Installers and Agent Portability You can now package a custom GAIA installer that ships with your own agents pre-loaded, and move agents between machines with export/import (PR #795). On Windows, the official installer now includes the Lemonade Server MSI and runs it during install, so a fresh machine has the complete local-LLM stack after a single download (PR #781). **What you can do:** - Export an agent from `~/.gaia/agents/` to a portable bundle with `gaia agents export` and import it on another machine with `gaia agents import` - Follow the new custom-installer playbook at [`docs/playbooks/custom-installer/index.mdx`](/playbooks/custom-installer) to distribute GAIA with your agents pre-loaded — useful for workshops, team deployments, and internal tooling - On Windows, the installer now includes Lemonade Server — no separate download for a complete first-run experience **Under the hood:** - `gaia agents export` / `gaia agents import` CLI commands round-trip agents between machines as portable bundles - First-launch agent seeder (`src/gaia/apps/webui/services/agent-seeder.cjs`) copies `<resourcesPath>/agents/<id>/` into `~/.gaia/agents/<id>/` the first time the app starts - Windows NSIS installer embeds `lemonade-server-minimal.msi` into `$PLUGINSDIR` and runs it via `msiexec /i ... /qn /norestart` during install (auto-cleaned on exit) --- ### Broader Backend Compatibility in the C++ Library The C++ library now preserves OpenAI-compatible `/v1` base URLs (PR #773) instead of rewriting them to `/api/v1`. That means inference servers that expose the standard OpenAI `/v1` path — for example, Ollama at `http://localhost:11434/v1` — work out of the box without needing a special adapter. --- ### Reference Agents and Real-Hardware Integration Tests Three new example agents and a Strix-runner CI workflow land together (PR #340). **What you can do:** - Copy `examples/weather_agent.py`, `examples/rag_doc_agent.py`, or `examples/product_mockup_agent.py` as a starting point for your own agents - Run the new integration tests locally against Lemonade to validate agents end-to-end, not just structurally **Under the hood:** - `tests/integration/test_example_agents.py` executes agents and validates responses with a 5-minute-per-test timeout - `.github/workflows/test_examples.yml` runs on the self-hosted Strix runner (`stx` label) with Lemonade serving `Qwen3-4B-Instruct-2507-GGUF` - Docs homepage refreshed with a technical value prop ("Agent SDK for AMD Ryzen AI") and MCP / CUA added to the capabilities list --- ### Smarter PDF Handling in RAG Encrypted and corrupted PDFs now surface as distinct, actionable errors (`EncryptedPDFError`, `CorruptedPDFError`, `EmptyPDFError`) instead of generic failures or silent 0-chunk indexes (PR #784, closes #451). Encrypted PDFs are detected before extraction; corrupted PDFs are caught during extraction with a clear message. Combined with the indexing-failure surfacing in PR #723, you get a visible indexing-failed status the moment a document fails — and the RAG index itself is now thread-safe under concurrent queries (PR #746). --- ## Security ### RAG Cache Deserialization Replaced with JSON + HMAC Fixes an insecure-deserialization issue in the RAG cache (CWE-502, PR #768). Previously, cached document indexes were serialized with Python `pickle`; if an attacker could write to `~/.gaia/` — via a shared drive, a sync conflict, or a malicious extension — loading that cache could execute arbitrary code. v0.17.3 replaces `pickle` with signed JSON: caches are now serialized as JSON and authenticated with HMAC-SHA256 using a per-install key stored at `~/.gaia/cache/hmac.key`. Unsigned or tampered caches are rejected and transparently rebuilt on the next query. Old `.pkl` caches from previous GAIA versions are ignored and re-indexed the next time you query a document. **You should upgrade if you** share `~/.gaia/` across machines (Dropbox, iCloud, network home directories), run GAIA in a multi-user environment, or have ever imported RAG caches from another source. --- ## Bug Fixes - **Ask Agent attaches files before sending to chat** (PR #725) — Dropped files are indexed into RAG and attached to the active session before the prompt is consumed, so the model sees the document on the first turn instead of the second. - **Document indexing failures are surfaced** (PR #723) — A document that produces 0 chunks now raises `RuntimeError` in the SDK and surfaces as `indexing_status: failed` in the UI, instead of looking like a silent success. Covers RAG SDK, background indexing, and re-index paths. - **Encrypted or corrupted PDFs produce actionable errors** (PR #784, closes #451) — RAG now raises distinct `EncryptedPDFError` and `CorruptedPDFError` exceptions instead of generic failures, so you see exactly what went wrong. - **RAG index thread safety hardened** (PR #746) — Adds `RLock` protection around index mutation paths and rebuilds chunk/index state atomically before publishing it, so concurrent queries read consistent snapshots and failed rebuilds no longer leak partial state. - **MCP JSON-RPC handler guards against non-dict bodies** (PR #803) — A malformed JSON-RPC payload (array, string, null) now returns HTTP 400 `Invalid Request: expected JSON object` instead of an HTTP 500 from a `TypeError`. - **File-search count aligned with accessible results** (PR #754) — The returned count now matches the number of files the tool actually surfaces, instead of a pre-filter total that over-reported results the caller could not access. - **Tracked block cursor replaces misplaced decorative cursor** (PR #727) — Fixes the mis-positioned blinking cursor in the chat input box, which now tracks the actual caret position via a mirror-div technique. - **Ad-hoc sign the macOS app bundle instead of skipping code signing** (PR #765) — The `.app` bundle inside the DMG now carries an ad-hoc signature, so Gatekeeper presents a single "Open Anyway" bypass in System Settings instead of the unrecoverable "is damaged" error. Full Apple Developer ID signing is still being finalized. --- ## Release & CI - **Publish workflow: single approval gate, no legacy Electron apps** (PR #758) — Removed the legacy jira and example standalone Electron apps from the publish pipeline; a single `publish` environment gate governs PyPI, npm, and installer publishing. - **Claude CI modernization** (PR #797, PR #799, PR #783) — Migrated all four `claude-code-action` call sites to `v1.0.99` (pinned by SHA, fixes an issue-handler hang), bumped `--max-turns` from 20 to 50 on both `pr-review` and `pr-comment` for deeper analysis, upgraded to Opus 4.7, standardized 23 subagent definitions with explicit when-to-use sections and tool allowlists, and added agent-builder tooling (manifest schema, `lint.py --agents`, BuilderAgent mixins). --- ## Docs - **Roadmap overhaul** (PR #710) — Milestone-aligned plans with voice-first as P0 and 9 new plan documents for upcoming initiatives. - **Plan: email triage agent** (PR #796) — Specification for an upcoming email triage agent. - **Docs/source drift resolved** (PR #794) — Fixed broken SDK examples across 15 docs, rewrote 5 spec files against the current source (including two that documented entire APIs that don't exist in code), added 20+ missing CLI flags to the CLI reference, and removed 2 already-shipped plan documents (installer, mcp-client). - **FAQ: data-privacy answer clarified for external LLM providers** (PR #798) — Sharper guidance on what leaves your machine when you point GAIA at Claude or OpenAI. --- ## Full Changelog **21 commits** since v0.17.2: - `6d3f3f71` — fix: replace misplaced decorative cursor with tracked terminal block cursor (#727) - `874cf2a3` — fix: Ask Agent indexes and attaches files before sending to chat (#725) - `4fa121e2` — fix: surface document indexing failures instead of silent 0-chunk success (#723) - `34b1d06e` — fix(ci): ad-hoc sign macOS DMG instead of skipping code signing (#765) - `7188b83c` — Roadmap overhaul: milestone-aligned plans with voice-first P0 and 9 new plan documents (#710) - `1beddac5` — cpp: support Ollama-compatible /v1 endpoints (#773) - `cf9ac995` — fix: harden rag index thread safety (#746) - `1c55c31b` — fix(ci): remove legacy electron apps from publish, single approval gate (#758) - `52946a7a` — feat(installer): bundle Lemonade Server MSI into Windows installer (#774) (#781) - `e96b3686` — ci(claude): review infra + conventions + subagent overhaul + agent-builder tooling (#783) - `058674b5` — fix(rag): detect encrypted and corrupted PDFs with actionable errors (#451) (#784) - `7bcb5d51` — fix: replace insecure pickle deserialization with JSON + HMAC in RAG cache (CWE-502) (#768) - `a5167e5f` — fix: keep file-search count aligned with accessible results (#754) - `da5ba458` — ci(claude): migrate to claude-code-action v1.0.99 + fix issue-handler hang (#797) - `03f546b9` — ci(claude): bump pr-review and pr-comment --max-turns 20 -> 50 (#799) - `4119d564` — docs(faq): clarify data-privacy answer re: external LLM providers (#798) - `0cfbcf41` — Add example agents and integration test workflow (#340) - `c4bd15fb` — docs: fix drift between docs and source (docs review pass 1 + 2) (#794) - `407ed5b8` — docs(plans): add email triage agent spec (#796) - `06fb04a4` — fix(mcp): guard JSON-RPC handler against non-dict body (#803) - `880ad603` — feat(installer): custom installer guide, agent export/import, first-launch seeder (#795) Full Changelog: [v0.17.2...v0.17.3](v0.17.2...v0.17.3) --- ## Release checklist - [x] `util/validate_release_notes.py docs/releases/v0.17.3.mdx --tag v0.17.3` passes - [x] `src/gaia/version.py` → `0.17.3` - [x] `src/gaia/apps/webui/package.json` → `0.17.3` - [x] Navbar label in `docs/docs.json` → `v0.17.3 · Lemonade 10.0.0` - [x] All 21 PRs in the range (v0.17.2..HEAD) are represented in the notes - [ ] Review from @kovtcharov-amd addressed

Closes #776
Summary
docs/guides/custom-installer.mdx) — step-by-step walkthrough for OEMs/power-users building a branded GAIA installer: project scaffold, embedding a custom agent, electron-builder config, first-launch seeder, and cross-platform packaging.src/gaia/installer/export_import.py) — zip-bundle round-trip for custom agents under~/.gaia/agents/, with zip-bomb defenses (per-file + aggregate streaming byte counters), symlink rejection, path-traversal guards, and atomic temp-file staging.src/gaia/ui/routers/agents.py) —POST /api/agents/exportandPOST /api/agents/importbehind three security guards: localhost-only,X-Gaia-UIheader CSRF check, and tunnel-inactive check (503 when ngrok tunnel active).src/gaia/apps/webui/services/agent-seeder.cjs) — copies<resourcesPath>/agents/<id>/into~/.gaia/agents/<id>/on first launch using atomic rename +.seededsentinel; symlink-safe, crash-safe, idempotent.src/gaia/apps/webui/src/components/CustomAgentsSection.tsx) — Export All / Import buttons in the Settings modal; credentials warning before export; best-effort pre-read ofbundle.jsonfrom zip to list agent IDs in the trust confirmation modal.src/gaia/cli.py) —gaia agents exportandgaia agents importcommands.docs/playbooks/custom-installer/) — annotated reference files for the guide.Security measures
external_attrupper 16 bits)^[a-z0-9]([a-z0-9-]{0,50}[a-z0-9])?$plus reserved Windows device namesX-Gaia-UIheader + tunnel inactiveTest plan
tests/unit/test_export_import.py— 14 tests covering round-trip, zip-slip, symlink, absolute path, oversized entry, too-many-entries, invalid agent IDs, zero-agent export, overwrite, atomicity, missing bundle.json, wrong format versiontests/unit/chat/ui/test_agents_router.py::TestExportImportSecurityGuards— 6 tests covering all three security guards on both endpointstests/electron/agent-seeder.test.cjs— 14 Jest tests covering seeder happy path, skip-if-seeded, user-owned skip, partial cleanup, symlink skip, missing sourcetest_uninstall_command.py)