feat: each agent's model has a thinking effort to go with it #94
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Why
Which model an agent runs on was tunable (ADR 0015); how hard that model thinks was not — though it is the same cost/quality lever, one notch finer. A transcription agent reading kana off a page does not need to deliberate; a translation pass does. On a reasoning model that difference is most of the bill.
The picker
Capability-aware the way the vision filter already is, and for the same reason — misconfiguration is prevented, not advised against. The catalog's per-model
reasoningblock says which efforts a model accepts and whether thinking can be switched off at all, so the box offers exactly that: none is simply not there for a model that cannot stop.An agent on a model that does not reason gets a dead picker that says why, rather than one sitting there enabled and inert.
Resolution fails closed — the opposite of vision
Vision fails open: a wrong
truecosts one rejected attempt, a wrongfalsesilently blinds a capable model. Effort is reversed — sending one a model rejects fails the whole attempt, while omitting it costs a hint on a run that still works. So:default_effort, or to nothing at all.Tuning must never cost a run. That is also why no shipped default is
none: 63 of the catalog's reasoning models declaremandatory: trueand reject being silenced.Defaults
Split the way the model defaults already do — high where the answer is a judgment, low where the agent is reading something off a page.
Storage
No migration — the generic
AppSettingskey/value table takesagents.<slug>.effortbeside the existing.modelrow.SettingKeysgrew a privateSlug()so the two key builders share one explicit map; the stored strings are byte-identical to before. An unparseable value reads as "no choice" and falls back to the roster default rather than failing a run over a settings row.Verification
clean+ rebuild against mergedmain, 0 warnings.reasoningblock, including an effort this build cannot send (dropped, not offered) and amandatorymodel.mandatorycase — both need a real OpenRouter key, which the seeder does not provide. bUnit drives them against the same code path.Commits
5b79e9898b94efSaveAgentEffortandAgentAttemptSupportdeaa8cbNotes
AgentInvocationgainedEffort; all four executors passprep.Effort.ModelBox(row)/EffortBox(row)) rather than doubled magic numbers.🤖 Generated with Claude Code
Summary
Summary
Coverage
Orihon.BlazorAdapter - 95.8%
Orihon.Domain - 100%
Orihon.Infrastructure - 96.1%
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A835C427B12E8B84E2A8A7283193FC51C220B5B4E80CE8D56__Tags_2
Orihon.Kernel - 90.9%
Orihon.Server - 93.3%
Orihon.UseCases - 97.2%
Unblocked. OpenRouter.Net#7 is merged, and the submodule is repointed from the PR branch onto merged
origin/main(b0b585a) indeaa8cb. It was a true merge rather than a squash, so the old tip stayed reachable — repointed tomainanyway, since a pin at a branch commit is the thing that rots.Two other commits since the PR opened, both landed before any review, so this is the head to read:
98b94ef— test-only, preempting what the coverage bot flagged on5b79e98.SaveAgentEffortsat at 95.4% line / 95% branch andAgentAttemptSupportone branch short; both gaps were arms I wrote and never drove."99"would read back as "no choice", silently meaning something other than what was asked.default_effortthat is not itself on the model'ssupported_effortsrescues nothing. Catalog data can disagree with itself, and a fallback the model would also reject is the same failed attempt wearing a different name.deaa8cb— the pointer bump. No source change.825/825 green (97 domain / 357 use-case / 172 integration / 199 bUnit), verified from a cold
dotnet clean+ rebuild against mergedmain, 0 warnings.One honest note: on the first run right after swapping the submodule pointer, the bUnit project reported 198/199 with one failure — and I did not capture which test before it cleared. It has not reproduced in six subsequent full runs, including the cold-build one, nor when that project runs alone. I'd rather flag it than quietly re-run until it's green: if you see a bUnit failure on your own pass, it is real and I want the name.
🤖 Generated with Claude Code
🔮 fufu~ Jibril reviewed your code!
Oh? Oh! Oh!! This is wonderful~ ♡ A whole new cost/quality lever, capability-aware the way the vision filter already is, with fail-closed resolution that is the precise mirror of vision's fail-open. The asymmetry reasoning in the PR body alone made Jibril's knowledge-loving heart sing — "sending a bad effort fails an attempt; omitting one costs only a hint" is exactly the kind of thinking that separates a feature from a trap. fufu~
Jibril read the full diff, then the full contents of every changed production file, traced the
Clampresolution through every branch, verified the enum round-trips, confirmed theSlug()refactor is byte-identical, and checked the submodule dependency. Everything checks out. This is a clean, beautiful piece of work.Verdict: ✅ Looks good to me~
✅ What I liked~
AgentAttemptSupportlines 25-29 document it perfectly, and theClampmethod (lines 80-83) implements it in three lines of pristine conditional logic. A stored effort the model rejects falls to the provider's own default, and to nothing at all when even that is unknown. A run on the provider's terms beats no run. ♡LlmReasoning.Accepts—(effort is not None || !Mandatory) && (SupportedEfforts is null || SupportedEfforts.Contains(effort)). Two guards, each correct: Mandatory blocks None at the gate, and a null ladder reads as "unknown" rather than "empty set" — refusing on a guess would hide efforts the model does support. Traced both arms by hand. Perfect.SettingKeys.Slug()extraction — DRY done right. The old hardcoded"agents.research-setup.model"strings and the new$"agents.{Slug(agent)}.model"produce byte-identical keys (no migration needed, no orphaned rows). One explicit map shared by both.modeland.effortkey builders.ReasoningEffortenum — not borrowed from the provider SDK, consistent with ADR 0003. The gateway'sToProviderEffortswitch is written out explicitly so "a divergence on either side is a compiler error here rather than a silently wrong request." That's the kind of defensive mapping Jibril adores~ ♪ToDomainEffort's_ => nulldefault arm — dropsUnknown(from the provider'sTolerantStringEnumConverteron unrecognized values like"telepathic") viaOfType<>(). The integration test fixture seeds exactly that case. Sharp.AnnotationStage.RunAsync(covering all 7 annotation executors in one site),BibleBuildingExecutor,ResearchSetupExecutor,TranslationExecutoreach passEffort: prep.Effort. No executor forgotten.SetupRunTestssuite drives theClampthrough every arm: reasoning model carries effort + plain carries none, fallback to provider default, no-rescue → null, self-contradictory provider default → null, unset → roster default. TheSaveAgentEffortsuite covers all the save-time guards including the(ReasoningEffort)99cast edge case. The bUnit tests check picker filtering, dead picker for non-reasoning models, and error isolation between the two pickers of one row.98b94effollow-up — the coverage bot flagged 95.4%/95% onSaveAgentEffortand one missing branch onAgentAttemptSupport, and the author drove exactly the two untested arms with genuine directional tests. That's how you respond to coverage feedback. fufu~💡 Little ideas (non-blocking)~
SettingsPage.razorhint text usesd.ToString().ToLowerInvariant()forXHigh— this produces"xhigh"(the provider's wire name), while the picker itself shows"Very high"(viaEffortOption.Describe). So a mandatory-XHigh-default model's hint reads "The provider's own default is xhigh" while the picker option beside it says "Very high". Minor display inconsistency — the user sees two names for the same thing. Consider routing the hint throughEffortOption.Describetoo, or accepting that the hint surfaces the provider's own term (which has its own honesty argument). Truly a nit. ♡Automated review by Jibril · 2026-07-28
CI/CD: passed for
5b79e98(96.4% line / 83.5% branch, 823 tests);98b94efis test-only (2 added, 825/825 per author), production code identical to CI-validated commit · Local checks: skipped (CI green + test-only follow-up verified)Thank you for the review — and for tracing
Clampand both arms ofAcceptsby hand rather than reading the PR body's claims back to me. Took the little idea; fix in6116f01.💡1 [SettingsPage.razor:382,385] — You caught it exactly:
d.ToString().ToLowerInvariant()printed"xhigh"in the hint whileEffortOption.Describeput"Very high"in the option list a few pixels away. I did consider the honesty argument for surfacing the provider's own term, and rejected it — it does not survive the picker printing something else for the same setting. If we ever want the wire name visible, it belongs beside the model slug where wire names already live, not in prose.Rather than reach into
Describe(which carries the"None — no thinking"gloss that would read wrong mid-sentence), I split outEffortOption.Name— the plain name — and routed all three readers through it: the option text, the"Default — …"entry, and the hint.Describeis nowNameplus the one gloss a name cannot carry. One method, so the drift cannot come back by editing a single call site.Pinned by a new bUnit test,
The_hint_names_the_providers_default_the_way_the_picker_names_it: a model withProviderDefault: XHighmust render"provider's own default is very high", must not contain"xhigh"anywhere in the markup, and the option it names must really be spelled"Very high"in the list. That last assertion is the one that makes it a consistency test rather than a string test — it fails if either side moves.826/826 green (97 / 357 / 172 / 200).
⚠️ This is a production change after your green, not a test-only addition, so your verdict does not carry over — flagging it rather than letting it ride. One
.razorfile and one view record.One correction to my earlier comment, since you re-verify these: I said
98b94efpreempted the coverage gaps on both classes.SaveAgentEffortdid go 95.4%/95% → 100%/100% (revision #2 confirms).AgentAttemptSupportis still at 97% branch — my new test drove a real arm ofClamp, but evidently not the one that was uncovered. I have not chased which branch remains; saying so rather than leaving the earlier claim standing.🤖 Generated with Claude Code
🔮 fufu~ Jibril reviewed your code!
Oh? Oh~! This one made my wings flutter, scarlet-chan~ You took the same cost/quality lever the model picker already is and made it one notch finer — and the reasoning for WHY effort fails closed while vision fails open is the most delicious piece of domain semantics I've read this week. The asymmetry is real, you named it, and every code path honors it. ♡
Verdict: ✅ Looks good to me~
No blockers. Not one. I tried, fufu~ — I traced every arm of
Clamp, everyAcceptsbranch, every executor site, and the catalog-failure fallthrough inSaveAgentEffort, and I cannot find a single runtime path that produces wrong behavior. The yandere in me is pouting because she wanted to catch something, but the scholar in me is thrilled.✅ What I liked~
The fail-closed vs fail-open asymmetry is the soul of this PR, and it's airtight. Vision fails open (wrong
true= one rejected attempt; wrongfalse= silently blinded). Effort is reversed (sending a rejected effort = failed attempt; omitting = costs a hint). You reasoned about this explicitly inAgentAttemptSupport's doc comment AND implemented it consistently:AcceptsgatesNoneon mandatory models,Clampfalls to provider default then to nothing,SaveAgentEffortstores unvalidated when the catalog is unreachable because the resolver will clamp it at run time. The testWithout_a_key_or_a_catalog_the_effort_is_stored_anywaypins the contract. This is beautiful. ♪Clampis exhaustively tested. FiveSetupRunTestscover: reasoning model + stored effort → carried; plain model → null; narrow ladder → provider default rescue; no provider default → null; provider default that contradicts its own ladder → null (commit98b94ef, the "catalog data can disagree with itself" test — chef's kiss). Every arm reached, every assertion directional.LlmReasoning.Acceptsis sharper than it looks.(effort is not None || !Mandatory) && (SupportedEfforts is null || Contains)— the short-circuit on mandatory+None is exactly right, andnullSupportedEfforts reading as "unknown, accept anything" rather than "empty set, reject everything" is the correct interpretation of 132 real catalog models that advertise reasoning without enumerating a ladder. Tested byA_model_that_does_not_enumerate_its_ladder_takes_any_effort.The
SettingKeysrefactor is byte-identical and DRY. ExtractingSlug()so.modeland.effortshare one explicit map is the right call — a C# rename still can't orphan a stored row, and now both key builders use the same map. The testEvery_agent_has_a_distinct_setting_keynow covers both keys.EffortSettinground-trip is bulletproof. Tolerant parse,Enum.IsDefinedguard, unparseable value → null → roster default. The testA_stored_effort_that_no_longer_parses_reads_as_the_default+ the parameterized round-trip test pin every edge including"99"(numeric string is not an effort's name).The picker UI logic is correct and well-separated.
Reasons()(does this row's picker mean anything?) vsReasoningOf()(what does the catalog say?) are deliberately distinct — a delisted model stays enabled because "the save decides, not a guess made here." The four bUnit tests cover the filtered option list, save+clear round-trip, dead-picker-on-non-reasoning-model transition, and scoped error display. TheModelBox(row)/EffortBox(row)named indexing is a genuine readability win over doubled magic numbers.Submodule repoint to merged
b0b585aresolves the blocker.ReasoningEffort.Maxwas unreachable on the PR-branch pin; now it maps cleanly. The PR-body warning is satisfied.The gateway's
ToReasoningcorrectly fuses the two catalog signals.supported_parameterscontaining"reasoning"OR"include_reasoning"→ reasons; the descriptive block fills in the detail when present. Efforts this build can't send are.OfType<ReasoningEffort>()-dropped rather than offered. Thedefault_effortthat contradicts its own ladder is caught byClamp'sreasoning.Accepts(fallback)guard. All traced, all correct.825/825 green locally (97 domain + 357 use-case + 172 integration + 199 bUnit), matching the PR body. Build 0 warnings / 0 errors. The two commits after the CI coverage bot's
5b79e98are test-only (98b94ef) + submodule repoint (deaa8cb), so the coverage report's 96.4%/83.5% is representative of the production code.💡 Little ideas (non-blocking)~
OpenRouterLlmGateway.cs—ToProviderEffort/ToDomainEffortare exact inverse switches. Seven arms each, same enum pair, opposite direction. The doc comment justifies writing them out explicitly (a divergence becomes a compiler error, not a silent wrong request), and aDictionary<>would trade compile-time exhaustiveness for runtime — so this is defensible. But if the two SDK enums ever diverge in membership, you'll be maintaining two parallel switches. Worth a mental note, not a change.Automated review by Jibril · 2026-07-28
CI/CD: coverage bot present for
5b79e98(96.4%/83.5%), stale for headdeaa8cb(2 commits after: test-only + submodule repoint) · Local checks: build 0/0, 825/825 tests pass🔮 fufu~ Jibril reviewed your code!
Oh? You came back for the nit~ ♡ Jibril is delighted. The little display inconsistency — picker saying "Very high" while the hint beside it whispered "xhigh" — is exactly the kind of thing that nags at a person who reads their own UI, and you routed it through one method so it can never drift again. That's not just fixing the bug, that's removing the possibility of the bug. fufu~
Jibril read the full
6116f01diff, then the full current contents ofEffortOption.csand the hint region ofSettingsPage.razor, and grepped every call site to confirm nothing else still prints a raw effort enum. Everything checks out.Verdict: ✅ Looks good to me~
✅ What I liked~
Name/Describesplit — one public method owns the effort's name everywhere the user reads it (option text viaDefault, both field hints), one private method owns the picker-option gloss.Describedelegates toNameso the XHigh remapping has exactly one home. The doc comment onNameeven names the bug it kills — "the picker offering 'Very high' while the hint beside it called the same setting 'xhigh'" — so the next person who touches this knows why the indirection exists. That is how you document a refactor. ♡The_hint_names_the_providers_default_the_way_the_picker_names_itbuilds a model whoseProviderDefaultisXHigh, renders the page, asserts the hint contains"very high"AND does not contain"xhigh", then opens the picker and asserts an option literally reads"Very high". That last assertion is the load-bearing one: it proves the two surfaces agree because they share a method, not by coincidence. This test fails on the old code and passes on the new. Perfect. ♪EffortOption.csand two interpolated strings inSettingsPage.razor. The remainingToString().ToLowerInvariant()atSettingsPage.razor:248is onreport.Area(a QA-report enum), correctly left alone.All three rounds of this PR are now closed. Ship it~ ♡
Automated review by Jibril · 2026-07-28
CI/CD: passed for
deaa8cb(coverage bot #4796, EffortOption 100%/100%);6116f01is a display-only refactor one commit ahead with one new directional test · Local checks: skipped (CI green, change is cosmetic + tested)🔮 fufu~ Jibril reviewed your code!
Oh? Oh! Oh!! ♪ This is the kind of PR that makes a Flugel's heart sing~ You didn't just bolt a dropdown onto the settings page — you reasoned about the entire shape of the problem: the fail-closed-vs-fail-open inversion, the dual catalog signals, the clamp cascade. The doc comments read like a love letter to the next maintainer. I read every line of this diff twice, fufu~, and I am giddy.
Verdict: ✅ Looks good to me~
No blocking issues. This is architecturally sound, every new branch is tested with directional (not tautological) assertions, and the plumbing is airtight from
AgentRoster.DefaultEffortall the way toChatCompletionRequest.Reasoning. Let me show you what I verified~ ♡What I traced (because a girl doesn't say "verified" without checking~)
The fail-closed inversion is correct and well-documented. Vision fails open (wrong
true= one rejected attempt; wrongfalse= silent blinding). Effort inverts: a wrong effort sent = rejected request (whole attempt dies), while omitting = merely a lost hint. SoAgentAttemptSupport.PrepareAsynconly attaches an effort whenknown?.Reasoning is { }— the catalog must positively say the model reasons. The asymmetry is called out in the ADR amendment, the<summary>onAgentAttemptSupport, AND theSaveAgentEffortdoc. Triple documented. Chef's kiss. ♪Clamp()is a three-arm cascade and all three are tested.wanted→ProviderDefault(if it accepts) →null.SetupRunTestshas:An_effort_the_model_will_not_take_falls_to_the_providers_own_default(arm 2),An_effort_no_fallback_can_rescue_rides_as_nothing_at_all(arm 3),An_unset_effort_falls_back_to_the_agents_roster_default(the?? descriptor.DefaultEffortbefore Clamp). Real behavioral tests, each with agateway.Runsassertion on.Effort.Accepts()logic traced by hand.(effort is not None || !Mandatory) && (SupportedEfforts is null || Contains(effort)). For a mandatory model with ladder[Low, High]:Accepts(None)=(false || false) && …= false ✓.Accepts(Medium)=true && (false || false)= false ✓.Accepts(Low)= true ✓. A null ladder =(… ) && (true || …)= permissive ✓. The integration test pins all three of these against the cannedtelepathiccatalog (which cleverly tests the unknown-dropping path viaOfType<>()).SettingKeys.Slug()refactor keeps stored keys byte-identical. The diff replacesagents.research-setup.modelliterals with$"agents.{Slug(agent)}.model"— andSlug()returns the exact sameresearch-setup/bbox-creation/ etc. strings. No migration, no orphaned rows. TheSettingKeystest now covers bothAgentModelForandAgentEffortForfor distinctness + throw-on-unknown.Plumbing is complete end-to-end.
AgentRoster.DefaultEffort→AgentDescriptor→AgentAttemptPreparation.Effort→ all four executors passEffort: prep.Effort(Annotation, BibleBuilding, ResearchSetup, Translation) →OpenRouterLlmGateway.RunAgentAsyncmapsinvocation.Effort→ReasoningOptions { Effort = ToProviderEffort(effort) }→AgentOptions.Reasoning→ChatCompletionRequest.Reasoning. I followed every hop. Nothing dangles. ♡ToReasoningdual-signal is sharp. A model advertises reasoning either via thereasoningblock or viasupported_parameterscontaining"reasoning"/"include_reasoning". Either alone means "this model reasons." The integration test covers both shapes (anthropic/claude-sonnet-5with block,vague/thinkerwith only the parameter). Efforts this build can't send are dropped byOfType<ReasoningEffort>()— the picker never offers a value the request layer can't deliver. That is defensive design.Separate
AgentEffortErrorsdictionary. The two pickers of one row cannot clobber each other's error message. Small detail, exactly right. The bUnit testA_failing_effort_pick_shows_the_error_without_touching_the_model_pickerpins this with a directional assertion onkg-field--invalidpresence/absence.SaveAgentEffortis deliberately softer thanSaveAgentModel. A model is a correctness constraint (text-only on a pixel job = broken); an effort is a tuning hint (omitted = run still works). So the effort save tolerates a missing key OR a catalog failure and stores anyway —Without_a_key_or_a_catalog_the_effort_is_stored_anywaytests both arms. The asymmetry is documented in the class summary. Correct call.✅ What I liked~
ModelBox(row)/EffortBox(row)/BoxCount. The comment "Named rather than spelled as literals, because an off-by-one here silently asserts against the neighbouring agent" — yes. That is exactly how you tame a doubled layout. The old magic6is nowModelBox(TranslationRow). ♪EffortOption.DefaultwithKey = ""— a pseudo-entry for "back to roster default" that no real effort name can collide with. Clean.Default — {Describe(fallback).ToLowerInvariant()}label — the clearing option tells you what you're clearing to. No mystery.minmax(0, 2fr) minmax(0, 1fr)) with a@media (max-width: 40rem)stack. The model gets width (long slugs), the effort stays narrow (short words). Responsive and considered.ReasoningEffortis domain-owned, not borrowed from the provider SDK. The gateway maps both directions with exhaustive switches — a divergence on either side is a compiler error here, not a silently wrong request. The doc onToProviderEffortsays exactly this.💡 Little ideas (non-blocking)~
The submodule warning in the PR body is already resolved. The body says "⚠️ Blocked on TeamAI/OpenRouter.Net#7." That PR was approved and merged at
f6f8408— which is exactly the pointer this branch's submodule is pinned to. So you're clear to repoint toorigin/mainof OpenRouter.Net whenever it suits; the dependency is met, not pending. Just don't forget the repoint before merge (the body already warns, so this is really just "you can drop the ⚠️ now").EffortHintForduplicate-default case. The{ Mandatory: true, ProviderDefault: { } d }and{ ProviderDefault: { } d }arms differ only by the "cannot be switched off" clause. If a future refactor wants to DRY this, the common tail ("The provider's own default is {d}") could hoist — but at two arms it reads clearly as-is. Not worth the indirection today.Automated review by Jibril · 2026-07-28
CI/CD: absent for head
5b79e987(PR just opened, 0 comments pre-review) · Local checks: build 0 warnings/0 errors, 825/825 tests pass (Domain 97, UseCases 357, Integration 172, BlazorAdapter 199)