[nadaverell]

Supersedes #1691, whose content merged into the feat/findings-next-layer integration branch and so never reached main.

Summary

The investigation agent can now make its case on top of Radar's evidence instead of beside it. Its final JSON carries up to eight (ref, role, claim, subject) items and up to five ruled-out hypotheses; Findings renders a role chip and a one-sentence agent note on the card each item names, orders the main list by role, and lists ruled-out hypotheses under the assessment they argue for.

The boundary is the point. The agent can order and frame. It can never author a card, hide one, collapse one, or change its tone, and it can never turn Radar's own contradiction warning into an all-clear. Every card still comes from a tool result Radar recorded.

What changed

Go (internal/ai)

• The prompt adds evidence and ruled_out alongside the unchanged root_cause_evidence_refs, with instructions on the six roles (cause, symptom, context, benign, demoted, rules_out), one-sentence claims, and subjects for results that fan out into several observations.
• parse.go reads both arrays with their caps (8 items, 5 hypotheses, 200-char claims). A malformed item stays at its index as invalid rather than being dropped, so evidence_index keeps pointing where the agent meant.
• runs.go shares one turn-ledger match table between the legacy root-cause binder and the new case binder. A failing item becomes status: "unlinked" on its own, without taking the others down; binding runs for every assessment, healthy and inconclusive included. Subject and claim are copied verbatim as untrusted text.
• The explanation prompt passes saved roles and claims as read-only notes.

A word for "this is not a live problem"

benign is the only role that says an adverse-looking result does not indicate an active problem. "Excludes a hypothesis" (rules_out) and "is peripheral here" (demoted) are different statements, both of which stay true of a problem that is still burning, so neither reconciles a healthy verdict with evidence contradicting it.

Because the distinction only pays off if the agent knows to reach for it, the prompt states the consequence: when it sets healthy=true, Radar compares the verdict against what it captured and warns the operator about any active-problem evidence left unaddressed, so it must cite each such result and mark it benign with the reason — a failing probe, a restart or crash, an unready workload, an error or panic in a log stream, a Warning event, a failed DNS or network check. Citing only the results that look fine leaves the warning standing, which is the correct outcome when the adverse ones have not been explained.

Placing a claim (investigationCase.ts)

Each item resolves to exactly one observation by (ref, subject). Every discriminator both sides state must match — a core resource has a known empty group, a cluster-scoped one a known empty namespace, and producer-unstated fields are wildcards. Exactly one match pins the claim: on the card head for the group's latest observation, on its own revision row for a superseded read. Anything else renders beside the source in Assessment details rather than guessing.

Omitting a subject and supplying a broken one are different requests. Omission asks Radar to place the note wherever the cited call produced; a subject that does not validate asked for something specific that does not resolve, so the item stays at its source instead of landing on whichever observation happens to be the only one.

The pane (InvestigationEvidencePane.tsx)

• Selection is legacy links ∪ placed items. Within main, roles order cause → symptom → unlabelled and ruled-out in Radar's order → context → benign → demoted.
• A cause card sits on the elevated surface with a shadow, so the card the agent argues from carries visual weight without borrowing a severity colour it was never assigned.
• The "Ruled out" block sits under the Assessment, with what the agent considered and rejected next to the conclusion it argues for, rather than after the evidence list among the withheld counts.
• A broader group is promoted for an item only when the item's subject, or the cited call itself, named one resource — a subject-less item on a broad query only proves the query returned a row.
• AssessmentSources rows show roles and any source-placed claim; earlier assessments list their placed claims read-only with the observation each was bound to. A claim whose card the pane withheld is shown here rather than counted as visible on a card, so it is never absent from both.

Radar's own warning stays Radar's

A healthy verdict that contradicts captured adverse evidence raises Radar's warning, computed from the evidence alone. An agent explanation reframes that warning; it never replaces it with reassurance. The banner stays amber, still states that Radar captured evidence of an active problem, points at the notes, and says the evidence is unchanged in the list below. It never names a severity tier, because none was checked.

To reframe it at all, a note must clear five deterministic conditions. None judges whether the agent is right — which is exactly why the warning remains a warning:

1. it belongs to the assessment on screen, not a later answer or an assessment already replaced;
2. it carries text, so the banner cannot cite a note that renders nothing;
3. it sits on the card's current state, not a superseded read of it;
4. its role is benign, the one role that asserts the evidence is not a live problem;
5. the same assessment does not also call that card a cause or symptom — self-contradiction is not an explanation.

Every conflicting card must qualify, and the qualifying note must still be one the pane renders. observe() deliberately partitions a log stream read through two different calls into separate groups, so a same-named pod from another workload cannot inherit the target's relevance; that partition must not also decide whether the agent addressed the stream, so groups sharing a kind and identity count as the same observation for this question.

Whose claim is whose, across turns

• A later turn's citations widen the pane's selection and nothing else, carrying the source that cited them so a newly cited broader card is promoted rather than selected-but-withheld.
• The displayed assessment keeps its own qualification banner and its own "Used for assessment" markers. The live turn keeps its own resolution and its own case for its own receipt, so an answer lists what that answer cited and not what the pane carried onto it.
• When a superseded assessment's notes are carried onto cards a later turn did not address, the newest assessment that spoke about a group carries everything it said about that group, not only its first note.

Presentation

Everything the agent contributed to a card lives in one attributed row beneath Radar's fact: a single badge carrying a sparkle and the role, then the sentence, sharing the sentence's baseline. The role travelled with the card title once, where it sat in the same slot as Radar's own badges and could be read as Radar having established it. A rules_out note carries the hypothesis it excludes as text beside the chip — "Rules out" alone forces the reader to find the hypothesis further down and match it back — and only for that role, since a rejected hypothesis stated as bare fact on any other card reads as a claim the agent believes.

Badge gains a muted-accent agent tone (documented in DESIGN.md) — never a severity hue, so agent framing cannot read as a Radar finding. docs/mcp.md describes the case fields, notes that evidence / ruledOut are omitempty and must be treated as optional, and records that a hosted backend sending no evidence renders exactly as before.

Testing

• make tsc ✓ · go test ./... both modules ✓ · web 1078 tests across 88 files ✓ · packages/k8s-ui 3603 tests across 178 files ✓ · git diff --check clean.
• New: investigationCase.test.tsx and internal/ai/case_test.go, plus additions to investigationState.test.ts, parts.test.tsx and InvestigationEvidencePane.test.tsx. They cover role parsing and caps, malformed items holding their index, per-item unlinking, a malformed subject staying at its source, subject discrimination on group and namespace, placement on head vs revision row vs assessment details, role ordering, every condition on the conflict banner, carrying all of a winning assessment's notes, a follow-up widening selection without removing any, and a withheld claim falling back to its source row.
• Visual test against live GCP and AWS clusters across parallel investigations, at light, dark and 900px — covering all six roles, a revision-placed claim, a source-placed claim, a ruled-out block, and the case rendered alongside the diagnose vitals charts.
• The reframe path was exercised end to end on a live run where the agent returned a healthy verdict over captured adverse evidence and marked each conflicting result benign: the banner stays amber and still points at the evidence, which remains in the list unchanged.

Scope and tradeoffs

• A diagnose bundle carries up to three vitals charts for one resource, so observation accepts a category qualifier (metrics:cpu, metrics:memory, metrics:restarts) to name one. The bare metrics still works when the bundle captured a single chart. The prompt tells the agent so.
• A subject-less item on a broad query whose single row is about another resource is placed but stays withheld with that row, and its claim is not shown. The prompt asks for a subject in exactly this case.
• A firing Prometheus alert is not among the evidence kinds the conflict predicate considers, so it cannot raise the warning. Pre-existing, and worth revisiting now that alerts are projected as evidence.
• The reframed banner states the situation but offers no action beyond reading on; it is longer than a banner wants to be.
• The investigation panel's minimum width at narrow viewports predates this change.

Open product questions

Unresolved taste calls, not defects:

• rules_out is a role name in the wire contract and "Rules out" on screen. It reads as jargon next to "Not a problem" and "Less relevant"; a better word has not surfaced.
• The demoted role renders as "Less relevant" — keep that label, or name the role?

---

Note

Medium Risk
Changes diagnosis parsing, server-side evidence binding, and complex multi-turn Findings logic where agent framing must not be mistaken for Radar authority; extensive tests but high interaction surface for investigations.

Overview
Investigation diagnoses can now include an agent case: up to eight evidence items (ref, role, one-sentence claim, optional subject) and up to five ruled_out hypotheses tied to evidence indices. The Go layer parses and caps this JSON, then binds each ref through the same turn-ledger rules as root_cause_evidence_refs; failed items become unlinked without dropping siblings. The prompt and explanation flow are extended so roles/claims are read-only in follow-up explanations.

Findings resolves each item to a single observation when possible and renders agent role chips and claim notes on cards (or on revision rows / Assessment details when placement is ambiguous). Main evidence ordering follows roles; a Ruled out block links to the contradicting observation. Selection still cannot hide or recolor Radar cards; a benign note on every conflicting card can reframe (not remove) the healthy-vs-adverse warning. Follow-up turns widen cited evidence; earlier assessments’ card notes merge unless a later turn addressed the same group.

Adds Badge tone agent, API/types, investigationCase resolver, and docs in DESIGN.md / docs/mcp.md. Hosted backends with no evidence behave as before.

^{Reviewed by Cursor Bugbot for commit d8531a6. Bugbot is set up for automated code reviews on this repo. Configure here.}

[qodo-code-review]

PR Summary by Qodo

Frame Radar evidence with agent roles and ruled-out hypotheses

✨ Enhancement 🧪 Tests 📝 Documentation 🕐 40+ Minutes

AI Description

• Bind agent roles, claims, subjects, and ruled-out hypotheses to turn-scoped Radar results.
• Place uniquely resolved claims on Findings cards without changing Radar-owned content or severity.
• Order evidence by role and expose unresolved claims through assessment sources.

Diagram

graph TD
A["Agent JSON"] --> B["Case parser"] --> C["Ledger binder"] --> D["Diagnosis API"] --> E["Case resolver"] --> F["Findings pane"]
D --> G["Explanation prompt"]
E --> H["Assessment sources"]

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High-Level Assessment

The PR's layered approach is appropriate: the server authenticates references while the frontend performs observation placement using its existing projection model. Rendering separate agent-authored cards would weaken provenance, while moving placement entirely server-side would duplicate frontend grouping and revision semantics. Keeping agent framing additive and unable to hide, collapse, or recolor Radar evidence is the safest design.

Files changed (16) +2544 / -114

Enhancement (11) +1185 / -114

diagnoser.goDefine agent evidence case types and prompt schema +83/-5

Define agent evidence case types and prompt schema

• Introduces evidence roles, observation subjects, linked/unlinked case items, ruled-out hypotheses, and private untrusted request structures. Extends the diagnosis JSON instruction with bounded case-generation guidance.

internal/ai/diagnoser.go

explanation.goPass saved case notes into explanation prompts +29/-4

Pass saved case notes into explanation prompts

• Includes linked evidence claims and ruled-out hypotheses as optional explanation context. The prompt explicitly prevents the explanation turn from changing or reassigning those notes.

internal/ai/explanation.go

parse.goParse and validate bounded agent case output +112/-1

Parse and validate bounded agent case output

• Parses evidence and ruled-out arrays with item, character, and hypothesis caps. Malformed evidence entries retain their indexes as invalid slots so ruled-out references remain stable.

internal/ai/parse.go

runs.goBind case items through the turn evidence ledger +79/-24

Bind case items through the turn evidence ledger

• Refactors root-cause and case binding to share one retained-turn match table. Each case item links or fails closed independently, and ruled-out entries survive only when their target is linked.

internal/ai/runs.go

Badge.tsxAdd a muted agent badge tone +5/-1

Add a muted agent badge tone

• Adds an agent tone for AI-authored evidence role chips. Its muted accent styling intentionally avoids Radar severity colors.

packages/k8s-ui/src/components/ui/Badge.tsx

diagnose.tsExpose diagnosis evidence case API types +38/-0

Expose diagnosis evidence case API types

• Defines frontend contracts for evidence roles, subjects, linked items, and ruled-out hypotheses. Extends Diagnosis while retaining compatibility with backends that omit the new fields.

web/src/api/diagnose.ts

AgentCase.tsxAdd reusable agent role and claim components +62/-0

Add reusable agent role and claim components

• Introduces role labels, muted role chips, and visually separated one-sentence agent notes. The components consistently distinguish agent framing from Radar content.

web/src/components/diagnose/AgentCase.tsx

InvestigationEvidencePane.tsxRender and order agent framing over Findings evidence +336/-57

Render and order agent framing over Findings evidence

• Promotes uniquely placed case items into the main evidence collection, orders groups by their strongest role, and renders role chips and claims on current or historical observations. Adds ruled-out navigation while preserving Radar visibility, grouping, and severity semantics.

web/src/components/diagnose/InvestigationEvidencePane.tsx

InvestigationView.tsxResolve cases for current and earlier assessments +31/-3

Resolve cases for current and earlier assessments

• Resolves the current diagnosis case independently of root-cause provenance and passes it into Findings and assessment sources. Earlier assessment claims remain read-only and do not annotate current cards.

web/src/components/diagnose/InvestigationView.tsx

investigationCase.tsResolve case items to exact evidence observations +314/-0

Resolve case items to exact evidence observations

• Adds the core resolver that revalidates turn-scoped references and matches optional subjects against projected observations. Unique matches target cards or revision rows; ambiguous matches fall back to assessment source details.

web/src/components/diagnose/investigationCase.ts

parts.tsxShow agent roles and fallback claims in assessment sources +96/-19

Show agent roles and fallback claims in assessment sources

• Combines legacy root-cause sources with sources cited by agent case items. Displays role chips and source-placed claims, while earlier assessments also show their observation-bound claims read-only.

web/src/components/diagnose/parts.tsx

Refactor (1) +10 / -0

investigationEvidence.tsExpose evidence reference and source argument helpers +10/-0

Expose evidence reference and source argument helpers

• Exports evidence-reference validation and parsed source arguments for case resolution and broad-result selection logic.

web/src/components/diagnose/investigationEvidence.ts

Tests (2) +1346 / -0

case_test.goTest case parsing, binding, and explanation propagation +233/-0

Test case parsing, binding, and explanation propagation

• Adds backend coverage for validation limits, positional invalid items, independent unlinking, scope enforcement, ruled-out indexes, healthy assessments, subject copying, and read-only explanation notes.

internal/ai/case_test.go

investigationCase.test.tsxTest observation placement and Findings rendering +1113/-0

Test observation placement and Findings rendering

• Adds comprehensive frontend coverage for exact subject matching, fan-out ambiguity, revision placement, role ordering, broad-result promotion, metrics selection, ruled-out links, healthy assessments, and legacy compatibility.

web/src/components/diagnose/investigationCase.test.tsx

Documentation (2) +3 / -0

DESIGN.mdDocument the non-severity agent badge tone +1/-0

Document the non-severity agent badge tone

• Adds the agent badge tone to the design system guidance. It explicitly distinguishes AI framing from Radar-authored severity and finding colors.

DESIGN.md

mcp.mdDocument the investigation case contract and safety boundary +2/-0

Document the investigation case contract and safety boundary

• Describes the new evidence and ruled-out fields, server-side ledger binding, frontend placement behavior, and hosted-backend compatibility. Clarifies that agent roles may order and annotate evidence but cannot alter Radar cards.

docs/mcp.md

[qodo-code-review]

Code Review by Qodo

🐞 Bugs (1) 📘 Rule violations (0) 🔗 Cross-repo conflicts (0) 📜 Skill insights (0)

1. Evidence notes can miss their cards 🐞 Bug ≡ Correctness

Description

observationSubjectIdentity converts every missing namespace in a stated reference to "",
including network and relationship references whose resource reference leaves namespace optional.
When a case subject supplies a namespace for an unknown namespaced kind, matching rejects it and
leaves the note at the source rather than the observation.

Code

web/src/components/diagnose/investigationCase.ts[R227-231]

+    return {
+      kind: stated.kind,
+      group: stated.group ?? (groupKnown ? "" : undefined),
+      namespace: stated.namespace ?? "",
+      name: stated.name,

Relevance

●●● Strong

Recent matching fixes support preserving wildcard semantics for producer-unstated discriminators.

PR-#1684

ⓘ Recommendations generated based on similar findings in past PRs

Evidence

The new matching contract says producer-unstated discriminators are wildcards, but the new identity
conversion represents an absent namespace as a known empty namespace. Existing evidence validation
intentionally permits omitted namespaces for unknown resource kinds, and network and relationship
observations pass those references through unchanged.

web/src/components/diagnose/investigationCase.ts[213-231]
web/src/components/diagnose/investigationCase.ts[299-304]
web/src/components/diagnose/investigationEvidence.ts[565-607]
web/src/components/diagnose/investigationEvidence.ts[650-653]

Agent prompt

The issue below was found during a code review. Follow the provided context and guidance below and implement a solution

## Issue description
The resolver treats an omitted namespace as known cluster scope for every stated resource reference. Some producers expose references whose namespace is optional and whose scope cannot be inferred, so a case subject that supplies the actual namespace fails exact placement instead of treating the missing producer dimension as a wildcard.

## Fix Focus Areas
- web/src/components/diagnose/investigationCase.ts[213-231]
- web/src/components/diagnose/investigationEvidence.ts[565-607]
- web/src/components/diagnose/investigationEvidence.ts[650-653]

## Recommended Fix
Set an empty namespace only when the observation producer establishes cluster scope. Preserve `undefined` for references with an unstated or scope-ambiguous namespace, including pass-through network and relationship references, so the existing matcher applies its wildcard behavior. Add cases for an unknown namespaced resource with an omitted producer namespace and a namespace-bearing case subject.

ⓘ Copy this prompt and use it to remediate the issue with your preferred AI generation tools

---

2. Change claims attach to wrong resource ✗ Dismissed 🐞 Bug ≡ Correctness

Description

observationSubjectIdentity returns a changes identity without group, so
observationMatchesSubject treats a supplied group as a wildcard. When a diagnosis bundle's changes
concern one API group and a case item names a same-kind, same-name resource in another group, the
note pins to that changes card.

Code

web/src/components/diagnose/investigationCase.ts[R240-245]

+  if (data.type === "changes" && data.subject?.kind) {
+    return {
+      kind: data.subject.kind,
+      namespace: data.subject.namespace,
+      name: data.subject.name,
+    };

Relevance

●●● Strong

Resource identity matching should preserve group discriminators to prevent cross-group attachment.

PR-#1684

ⓘ Recommendations generated based on similar findings in past PRs

Evidence

The new resolver makes producer-omitted fields wildcards. Changes subjects currently retain kind,
namespace, and name only, despite diagnose changes being derived from a concrete resource, so a
supplied group cannot participate in identity comparison.

web/src/components/diagnose/investigationCase.ts[240-245]
web/src/components/diagnose/investigationCase.ts[292-296]
web/src/components/diagnose/investigationEvidence.ts[2815-2837]
web/src/components/diagnose/investigationEvidence.ts[2050-2059]

Agent prompt

The issue below was found during a code review. Follow the provided context and guidance below and implement a solution

## Issue description
Changes observations discard their API group before case-subject matching. A case item with a conflicting group can therefore match and annotate a changes card for a different resource identity.

## Fix Focus Areas
- web/src/components/diagnose/investigationCase.ts[240-245]
- web/src/components/diagnose/investigationEvidence.ts[401-407]
- web/src/components/diagnose/investigationEvidence.ts[2050-2059]

## Recommended Fix
Carry the known API group into changes observation subjects when producing the projection, and return that group from `observationSubjectIdentity`. Keep it undefined only when the producing call genuinely did not establish a group, so the existing wildcard rule applies only in that case. Add coverage for a conflicting group on a same-name changes subject.

ⓘ Copy this prompt and use it to remediate the issue with your preferred AI generation tools

---

3. Integrators expect case fields that are omitted ✓ Resolved 🐞 Bug ≡ Correctness

Description

docs/mcp.md says the server emits evidence and ruledOut on every diagnosis, but both fields
use omitempty and bindCase leaves them nil when the agent supplied no evidence items. This
occurs for healthy and inconclusive assessments with no case content, so consumers following this
documentation can require fields that the local server legitimately omits.

Code

docs/mcp.md[212]

+The local investigation's final JSON also carries the agent's case: `evidence` (up to 8 items of `ref`, `role`, one-sentence `claim`, optional `subject`) and `ruled_out` (up to 5 hypotheses pointing at an evidence item by index). The server binds each item's ref against the turn ledger exactly like `root_cause_evidence_refs`, drops a failing item on its own as `unlinked`, and emits server-authored `evidence` / `ruledOut` on the diagnosis for every assessment, healthy and inconclusive included. Findings uses roles only to order cards and to attach an "Agent" note; no role can hide, collapse, or recolor a card, and a claim that cannot be pinned to exactly one observation shows beside its source in Assessment details instead. A hosted backend that sends no `evidence` renders exactly as before.

Relevance

●●● Strong

Documentation contradicts conditional omitempty serialization and should accurately describe absent
fields.

ⓘ Recommendations generated based on similar findings in past PRs

Evidence

The API tags make both fields conditional, and the binder explicitly returns with both fields nil if
no evidence items were parsed; therefore not every diagnosis contains these JSON properties.

internal/ai/diagnoser.go[291-295]
internal/ai/runs.go[1057-1063]

Agent prompt

The issue below was found during a code review. Follow the provided context and guidance below and implement a solution

## Issue description
Correct the API documentation so it does not promise that `evidence` and `ruledOut` are serialized for every diagnosis. The server binds case data for every assessment, but the fields are omitted when no bindable case items exist.

## Fix Focus Areas
- docs/mcp.md[212-212]
- internal/ai/diagnoser.go[291-295]
- internal/ai/runs.go[1057-1063]

## Recommended Fix
Replace the unconditional emission wording with language that distinguishes binding from serialization: case binding runs for healthy and inconclusive assessments too, while server-authored `evidence` and `ruledOut` are included only when there is retained case data. Retain the existing no-evidence frontend compatibility statement.

ⓘ Copy this prompt and use it to remediate the issue with your preferred AI generation tools

---

4. Malformed notes can label wrong cards ✓ Resolved 🐞 Bug ≡ Correctness

Description

resolveInvestigationCase maps a supplied but invalid subject to undefined, then the !subject
branch treats it as though the agent intentionally omitted all discriminators. When a cited tool
result produced only one observation, malformed fields such as an invalid stream or missing name
still place the claim and role on that card instead of leaving them beside the source.

Code

web/src/components/diagnose/investigationCase.ts[R128-129]

+            (!subject ||
+              observationMatchesSubject(group, observation, subject)),

Relevance

●●● Strong

Malformed input must not become an omitted subject and incorrectly attach claims to cards.

PR-#1684

ⓘ Recommendations generated based on similar findings in past PRs

Evidence

The validator returns undefined for missing required fields, invalid optional field types, and
unsupported streams. The resolver subsequently uses !subject as an unconditional observation match
and promotes any unique candidate to card or revision placement, so malformed and omitted subjects
are indistinguishable.

web/src/components/diagnose/investigationCase.ts[114-142]
web/src/components/diagnose/investigationCase.ts[167-185]
web/src/components/diagnose/investigationCase.test.tsx[989-1007]

Agent prompt

The issue below was found during a code review. Follow the provided context and guidance below and implement a solution

## Issue description
A supplied but malformed evidence subject is normalized to `undefined` and then treated like an intentionally omitted subject, allowing singleton results to receive incorrectly placed agent notes.

## Fix Focus Areas
- web/src/components/diagnose/investigationCase.ts[114-142]
- web/src/components/diagnose/investigationCase.ts[167-185]
- web/src/components/diagnose/investigationCase.test.tsx[954-1007]

## Recommended Fix
Track whether the subject field was supplied separately from whether it validated successfully. Preserve subject-less matching only when the field was genuinely omitted; when it was supplied but invalid, keep the item source-placed without generating observation candidates, and add a singleton-source regression test.

ⓘ Copy this prompt and use it to remediate the issue with your preferred AI generation tools

---

5. Agent badges use an unapproved fill ✗ Dismissed 📘 Rule violation ⚙ Maintainability

Description

The new agent entry in TONE sets its background with bg-accent-muted rather than an approved
bg-theme-* utility. Any future enforcement or revision of the four-token background palette must
now account for this separate badge-specific path.

Code

packages/k8s-ui/src/components/ui/Badge.tsx[237]

+  agent:      'bg-accent-muted text-accent-text border-accent/30',

Relevance

●●● Strong

Recent rule-compliance precedent accepts replacing non-theme background utilities.

PR-#1685

ⓘ Recommendations generated based on similar findings in past PRs

Evidence

Compliance rule 3036653 restricts background utility classes to four approved theme tokens. The
newly added agent tone instead uses bg-accent-muted.

Rule 3036653: Use theme background tokens instead of hardcoded utility color classes
packages/k8s-ui/src/components/ui/Badge.tsx[237-237]

Agent prompt

The issue below was found during a code review. Follow the provided context and guidance below and implement a solution

## Issue description
The new agent badge tone uses `bg-accent-muted`, while frontend backgrounds are restricted to the approved theme background utilities.

## Fix Focus Areas
- packages/k8s-ui/src/components/ui/Badge.tsx[237-237]

## Recommended Fix
Replace `bg-accent-muted` with the appropriate approved background utility—`bg-theme-base`, `bg-theme-surface`, `bg-theme-elevated`, or `bg-theme-hover`—while retaining suitable semantic text and border styling.

ⓘ Copy this prompt and use it to remediate the issue with your preferred AI generation tools

---

Context sources

✅ Compliance rules (platform): 44 rules

✅ Cross-repo context — repo relationships

  Explored: repo: skyhook-dev/radar-e2e (sha: e4918cc2)

  Explored: repo: skyhook-dev/radar-hub (sha: 58c726b4)

  Explored: repo: skyhook-dev/radar-hub-web (sha: 81f12388)

Review mode: 🧠 Deep: This is a broad, behavior-heavy cross-stack change spanning agent parsing/binding, evidence provenance, observation matching, UI ordering/rendering, and extensive integration behavior, creating many independent opportunities for subtle defects.

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