Files
magpie/docs/subsystems
forever bed306ae60 gateway: reasoning off reaches Gemini 3 at its lowest level, and Google refusing minimal no longer stops a provider's thoughts (#1062)
* gateway: reasoning off goes to Gemini 3 at its lowest level where it has no minimal, and Google refusing minimal no longer stops the provider's thoughts until restart

With reasoning off, a request to Gemini's OpenAI-compatible API (AI
Studio's, or a proxy in front of it on this machine or the LAN) went with
reasoning_effort minimal, since Gemini 3 can't stop thinking.
gemini-3.8-flash has no minimal: models.dev gives its levels as low,
medium and high, and Google answers minimal with 400 "Thinking level is
unsupported: THINKING_LEVEL_MINIMAL". The message names thinking, so
refusesThinkingConfig took it for thinking_config turned away and marked
that field unfit for the provider. Until magpie restarted, nothing sent to
the provider asked for Gemini's thoughts again, on any model, and a client
that asked to see them got none. The turn itself was asked again with no
reasoning_effort, at the model's default level.

  * Reasoning off goes at the model's lowest level where its levels are
    known and have no minimal, and at minimal where they have it or aren't
    known (Request.OffLevel, geminiOffLevel). gemini-3.8-flash on AI
    Studio goes at low, in one request.
  * Where the levels aren't known (a proxy's own name for the model),
    Google's 400 for minimal is told apart from thinking_config turned
    away (geminiMinimalRefused, which also matches gemini-3.1-pro-preview's
    "thinking_level MINIMAL is not supported by this model" at
    generateContent). It is remembered as the model refusing reasoning off
    (offRefused, as for other vendors), and the model is asked again at its
    lowest level, low when none are known, and so from then on.
    thinking_config is kept, and the next turn that thinks gets the
    model's thoughts.
  * An effort of minimal set on the request, which fitFor keeps where the
    levels aren't known, is turned away the same way and asked again at
    low by the existing offEffort step, with its thinking_config.

Passthrough (a Chat client calling AI Studio itself) is unchanged: it fits
the effort to the model's levels where they're known, and has no retry for
a proxy whose levels aren't.

Tests, with what upstream's gateway gives:
  * TestGeminiThinkingOffAtItsLowest: an Anthropic client's turn with
    thinking disabled, then one thinking at high, then disabled again, to
    a fake Gemini that answers minimal with the 400 above, in its literal
    bytes. With the levels known, the first turn goes at [low]; not known,
    at [minimal low]. Either way the thinking turn then sends
    thinking_config {include_thoughts: true, thinking_level: high} and
    gets a thinking block, and the last turn goes at low in one request.
    Upstream sends [minimal <nil>] both ways.
  * TestAIStudioThinking: "off at its lowest" sends reasoning_effort low.
    Upstream sends minimal.
Each part was also broken on its own, and each break fails a test:
buildChat ignoring OffLevel ("reasoning_effort = "minimal", want "low"",
and [minimal minimal <nil>]), the loop never setting it ([minimal minimal
<nil>] both ways), no check for the refusal of minimal ([minimal <nil>]
with the levels not known), and geminiOffLevel ignoring the refusal
([minimal minimal <nil>]) or the known levels ([minimal low]).

Verified on 443f1cbc: gofmt -l, go vet ./..., go build, GOOS=linux go
build -tags nogui and GOOS=windows go build pass; go test -tags nogui
./... passes, and -race -count=20 on the tests above.

Live, with gemini-3.8-flash through a proxy on this machine in front of
Vertex AI's OpenAI-compatible API, the gateway in a temporary HOME (AI
Studio itself wasn't tried: there was no key for it). Upstream sent the
off turn at minimal, got the 400 and asked again with no
reasoning_effort; the thinking turn after it went as reasoning_effort high
with no thinking_config, and no thoughts came back. With this change the
off turn went at low in one request, the thinking turn with thinking_config
at high, and the last off turn at low. Under a name whose levels aren't
known, the first off turn went minimal, then low, and the next at low at
once. The thoughts reached the client as thinking with the next commit,
which reads how that endpoint marks them.

* gateway: Gemini's thoughts streamed from Vertex AI's OpenAI-compatible API reach the client as thinking, not as the start of the answer

A proxy on this machine or the LAN in front of Gemini is asked for the
model's thoughts as AI Studio is, in thinking_config. In front of Vertex
AI's OpenAI-compatible API, the thoughts don't come in AI Studio's
<thought> tags: each comes in a chunk of its own, the thought as the
delta's content, and the chunk is marked
"extra_content": {"google": {"thought": true}}. chatDecoder read only the
content, so the thoughts were streamed to the client as the first part of
the answer.

  * A chunk marked as a thought is thinking (KThink).

A whole reply from that API carries its thoughts in <think> tags instead.
That isn't changed: the gateway streams from the upstream when it
translates, and a Chat client's own request is passed through as it is.

Tests, with what upstream's gateway gives:
  * TestGeminiThoughtsMarkedInExtraContent: that API's stream for "你好"
    at high with the thoughts asked for, in its literal bytes
    (testdata/vertex_openai_thoughts.sse), to an Anthropic client: a
    thinking block that starts "**Acknowledging Greeting**", then the
    text "你好!很高兴与你交流。请问有什么我可以帮你的吗?". Upstream gives
    thinking "" and the thought at the head of the text.

Verified on 443f1cbc: gofmt -l, go vet ./..., go build, GOOS=linux go
build -tags nogui and GOOS=windows go build pass; go test -tags nogui
./... passes, and -race -count=20 on the tests of this and the previous
commit.

Live, through the proxy and temporary HOME of the previous commit, a turn
thinking at high gave a thinking block of 238 characters, and the answer
apart from it.
2026-10-07 18:51:01 +08:00
..
gateway: a Claude subscription conversation the client sends back rewritten goes on in the run that had its last turn, and Claude Code's temp images go with their session (#912, margbug01) — Alma takes the [Context: …] block out of its last user message once the turn is over, the <alma_notification> block out of the end of the reply, and picks the tools for each turn, so turnKey, which hashes all of it, never matched and every turn started a new claude -p told the whole conversation, written to the prompt cache again with its images. ended keeps a looseTurn beside the key: the settings without the tools, the conversation before the last turn hashed, and the last turn's messages one by one. When the exact key misses, rewritten takes the one idle run or saved session whose looseTurn has the same owner, settings and earlier turns, the same roles, tool calls and results in the last turn, where a user message only had one part taken out (cutFrom) and the reply is a non-empty start of what the run said. Two that could be it start a new run, as does an idle run not told a tool offered now (offers) or a saved session one of whose tools is gone (toolsCover). Claude Code's <CLAUDE_CODE_TMPDIR or /tmp>/claude-<uid>/<work project>/<session> folder, where it keeps the images it was given, is removed with the session (removeSession), and the sweep removes those a stopped gateway left once their session file is gone and nothing in them changed for a day; CLAUDE_CODE_TMPDIR joins agentenv.Vars. Old images are still sent to a new run: replacing them would change what the model sees. docs/subsystems/claude-subscription-bridge.md is new. claude_rewritten_test.go has a case for each relaxation (failing before the change) and one for each rule that keeps another conversation out (each failing with that rule taken out). Tested for real with the owner's Claude Max account in a sandbox HOME: turn one asked with a [Context] block and two tools, turn two sent it back with the block taken out, the reply cut short and one tool, and went on in the same claude process ("goes on in its run", cache_read 1932). go vet, go build (darwin, GOOS=linux nogui, GOOS=windows) and go test -tags nogui ./... under a temp HOME pass.
2026-10-05 22:56:30 +08:00
plugin, gui, docs: Plugins says which plugins are providers and which are middleware, lists the community's ready-made middleware, and edits a middleware's options in its row (the owner) — the Plugins page still read as if every plugin were a subscription, and nothing showed what a middleware does or let you set its options without editing plugins.json. Every Discover card and Installed row now carries a Provider or Middleware chip (both for a plugin that is both), also for one that is off (isMiddleware/middlewareOnly from the server, read from its files); Discover splits into Subscriptions and Gateway middleware ("runs in magpie's gateway on what every agent sends and gets back, whichever provider serves it"), the latter from market entries with "kind": "middleware" and no providers or icon (the built-in market.json lists the five new @magpie-community/middleware-* packages: param-override, model-map, system-prompt, word-guard, think-tags, mostly New API's channel settings with the same JSON). A middleware row has Options: a JSON editor in the row, starting from the package's magpie.options example when none are set, which validates it is an object, saves (POST /api/plugins/options) for the next request, clears, and cancels with Esc. magpie plugin options takes a short name (model-map for @magpie-community/middleware-model-map; plugin.ShortName, also in SetOptions). en/zh/ja/de. Docs: usemagpie.ai/docs/plugins (en/zh/ja) gains Ready-made middleware and Options and the registry's kind; reference.md, both READMEs and docs/subsystems/gateway-middleware.md likewise. Tested with a real DeepSeek account and real Claude Code through magpie web --gateway in a sandbox HOME, with all five installed and options set by short name: a mapped model named back, max_tokens capped, a prompt appended for claude only, word-guard's 400 and param-override's 403 in the agent's shape, <think> stripped from Chat and Responses streams and a whole Anthropic reply, reasoning_content moved into the text; /api/plugins showed the kinds and the example. TestSetOptionsShortName is new; TestBuiltinMarket checks a middleware entry has no providers or icon and no other kind. plugin-middleware.test.cjs (Chromium and WebKit, en and zh: the chips, Discover's two sections, the options editor with its errors, no select, no scroll, no left border) fails without the change; the other plugin tests and click-scroll pass in WebKit (plugin-market's section name updated; plugin-move fails only under parallel load and passes alone). go vet, go build (darwin, GOOS=linux nogui, GOOS=windows) and go test -tags nogui ./... under a temp HOME pass.
2026-10-05 20:50:09 +08:00
plugin, provider: a plugin can press its vendor's daily check-in itself (auth.checkin), and magpie runs it as its own check-ins (Lemon on Discord #feedback: provider 每日签到的方法能放到插件里面去做吗; ARNO earlier asked for Qoder's) — the check-ins magpie had (WorkBuddy, Trae CN, MiniMax Code, Qoder) are each written in magpie against the vendor's endpoint, even for a subscription that moved to its plugin, so a plugin author had no way to give their provider one. A plugin's auth hook may now have checkin(getAuth, provider) beside usage: the host lists the provider with checkin: true (plugin.Provider.Checkin) and answers checkin({provider, account}) (plugin.AccountCheckin), refreshing the account as usage does, with {outcome, credit, streak, message}; outcome is claimed, done, ineligible, inactive, captcha or failed, and a throw or an outcome outside these is failed with the reason. internal/provider/plugin_checkin.go runs these through checkin.go's checkiner, as the built-ins are: each signed-in account in use once a Beijing day (first look 2 minutes after start, then every 30), a failure asked again after wbCheckinRetry, every other outcome settled for the day, results kept in plugin-checkin.json by provider|account; a failure is recorded as failed and resets nothing. captcha is new (CheckinCaptcha): the vendor wants a captcha, which magpie never solves, so it is said as "check in in its own app", not as a failure, and not asked again that day. The results mark the account's Usage card (checkinBy "plugin:<provider>", WithCheckins), so the card's check-in row, its Auto check-in and Check in now work for it (POST /api/settings/plugin-checkin {provider, on}, POST /api/usage/plugin-checkin {provider}); Settings → Usage gains a Plugins tab, shown while such a plugin is signed in, a Daily check-in row per provider with Off/On and how each account went; magpie accounts checkin and c on the TUI's Usage page include them (the TUI's "no account" line names check-in plugins). The switch (settings.PluginCheckins, by provider) is off by default; for WorkBuddy, Trae CN, MiniMax Code and Qoder it follows that vendor's existing switch until set on its own, and magpie's own check-in through the plugin's fetch leaves a provider whose plugin checks in to it (pluginChecksIn), so no account is checked in twice. The Settings page's save carries PluginCheckins over (TestSettingsSaveKeepsWhatItDoesNotSend's fixture names it). No plugin declares the hook yet; Qoder's check-in stays magpie's own here. TestPluginCheckinRunsAsTheBuiltinsDo (the fake plugin with FAKE_CHECKIN, five accounts answering claimed, done, captcha, a throw and an unknown outcome: off presses nothing; on, each outcome kept with its vendor; a minute on nothing pressed again; past the retry only the two failures; the next day all five; PluginCheckins and the cards marked; another provider's press asks none) and TestPluginCheckinTakesOverTheVendors (a qoder plugin without the hook leaves magpie's Qoder check-in its account, with it none; PluginCheckinOn's fallbacks) pass -race -count=10, and the latter fails with pluginChecksIn stubbed false; TestTUIChecksPluginsIn passes -race -count=20. plugin-checkin.test.cjs (the card's row with the captcha said, Auto check-in posting {provider, on}, no page move; the Settings Plugins tab at 440px with the row fitting, no sideways scroll, On posting) passes on Chromium and WebKit in en, zh, ja and de; usage-checkin, i18n-keys, gui-ja, gui-de and settings-* pass. go test -tags nogui ./internal/..., go vet, gofmt -l, linux (nogui) and windows builds pass. Not tried with a real plugin or account: no published plugin has the hook yet. docs/subsystems/provider-plugins.md (the hook's contract) and docs/reference.md say it.
2026-10-06 18:40:45 +08:00

Subsystem design references

These pages describe current responsibilities, runtime paths, state, and contracts. Start with the subsystem relevant to your task, then follow its source links to verify the implementation you change.

Subsystem Reference
Built-in subscriptions moving to plugins Provider and plugin ownership
Plugins that run on the gateway's requests and replies Gateway middleware
Claude subscription turns across Claude Code runs Claude subscription bridge
How the gateway picks a provider, key or account, and falls back Gateway routing and fallback
Connecting an agent's config to the gateway, drift, disconnect, WSL twins Agent wiring
Providers, keys, subscription accounts, refresh and allowance Providers and accounts
Instructions, MCP servers, skills and RTK written into agents Library
Tray, panel, window, magpie web and the page's JSON API GUI app shell

A subsystem can span several packages or repositories. Its reference describes the behavior those parts provide together; it does not need to list every function.

Maintain a reference

Update the owning reference in the same PR when a change alters a documented responsibility, interface, state transition, runtime path, compatibility rule, or failure behavior. An internal refactor that preserves these contracts does not require a prose change.

Keep each fact in one reference and link to it from agent instructions or other pages. Link to source files and named symbols rather than copying implementation details that change frequently. Explain field meanings and constraints that signatures alone do not express.

For a new reference, include the responsibilities and boundaries, source of truth, main runtime paths, state transitions, important constraints, and existing verification commands. Include failure and compatibility behavior where relevant. Document current behavior separately from proposed changes; the proposal belongs in its issue or PR.

Describe a PR's semantic changes

For each affected subsystem, explain the observable change with its trigger and before/after behavior. Include changes to interfaces, state, compatibility, and failure behavior when relevant. Link the affected reference, implementation, and verification evidence. State when a refactor preserves the documented behavior.

For example, a change to plugin adoption should explain which migration state and account condition trigger it, which implementation handles requests before and after adoption, and which test exercises that transition.

This is an author-provided explanation that a reviewer verifies against the diff and surrounding code. It is not an automatically proven compatibility verdict.

Review a change

  1. Identify the affected subsystem and the actual runtime path, including plugin or built-in ownership.
  2. Compare the claimed before/after behavior with the base and head implementation. Trace relevant callers and state transitions beyond the changed lines.
  3. Check that changed contracts appear in the owning reference and that source links still resolve.
  4. Check that the cited tests or runtime evidence exercise the claimed behavior. Report checks that were not run.

A documentation update alone does not prove the implementation. Existing tests and runtime evidence remain necessary for behavior changes.