feat(context): required/optional bucket split, budget ceilings, grounded handoffs

Context rework from the 2026-07-05 context-poisoning diagnosis (session
6ca236c4 read-loop):

- ContextBucket on ContextEntry: REQUIRED (task, constraints, needed
  artifacts, failure feedback) is never pruned/compressed/dropped; the
  build fails fast (RequiredContextOverflowException -> non-retryable
  stage failure) if required alone exceeds the stage budget.
- OptionalCeilings: per-sourceType token caps for the optional block
  (repoMap 1200, relevantFiles 1600, journal 800, profiles 400/600,
  vocabulary 400), tuned for the 9-26B tier at 16k; enforced by
  truncation (journal keeps its tail, others their head).
- Repo map is now a structural 'what exists' listing (alphabetical,
  per-directory, no recency ranking, no symbols); .md/docs paths are
  gated behind an explicit docs mention in the stage prompt — retrieval
  hits remain the only other path for docs to enter context.
- file_written needs render as a manifest of ALL files the producing
  stage wrote (projected from ArtifactContentStored -> ToolInvocation
  -> FileWritten events), fixing the last-write-wins collapse; content
  stays lazy behind file_read.
- Decision journal folds a stage's RETRY records into one summary line
  once a later transition leaves that stage (render-time only).
- Dedupe retrieved-file lines in buildRelevantFilesEntry.

core/context/src/main/kotlin/com/correx/core/context/builder/DefaultContextPackBuilder.kt

@@ -15,10 +15,12 @@ import com.correx.core.context.compression.ToMeMerger
 import com.correx.core.context.compression.TokenPruner
 import com.correx.core.context.compression.UniformRelevanceScorer
 import com.correx.core.context.model.CompressionMetadata
+import com.correx.core.context.model.ContextBucket
 import com.correx.core.context.model.ContextEntry
 import com.correx.core.context.model.ContextLayer
 import com.correx.core.context.model.ContextPack
 import com.correx.core.context.model.EntryRole
+import com.correx.core.context.model.OptionalCeilings
 import com.correx.core.context.model.TokenBudget
 import com.correx.core.events.types.ContextEntryId
 import com.correx.core.events.types.ContextPackId
@@ -43,9 +45,13 @@ class DefaultContextPackBuilder(
     private val tokenPruner: TokenPruner = NoOpTokenPruner,
     private val toMeMerger: ToMeMerger = ToMeMerger(),
     private val relevanceScorer: RelevanceScorer = UniformRelevanceScorer,
+    private val ceilings: OptionalCeilings = OptionalCeilings(),
 ) : ContextPackBuilder {
 
-    private val neverDropSourceTypes = setOf("steeringNote", "eventHistory", "decisionJournal", "factSheet")
+    // decisionJournal is deliberately NOT here anymore: the journal is OPTIONAL-bucket, capped
+    // by OptionalCeilings. Pinning is otherwise bucket-driven (ContextBucket.REQUIRED); this set
+    // only covers entries built outside the orchestrator that never stamp buckets.
+    private val neverDropSourceTypes = setOf("steeringNote", "eventHistory", "factSheet")
 
     private companion object {
         const val CHARS_PER_TOKEN = 4
@@ -95,15 +101,34 @@ class DefaultContextPackBuilder(
             if (facts.isEmpty()) merged else merged + factSheetEntry(factSheet.render(facts))
         } else merged
 
-        val (pinned, compressible) = withFactSheet.partition { it.sourceType in neverDropSourceTypes }
+        val (pinned, compressible) = withFactSheet.partition {
+            it.bucket == ContextBucket.REQUIRED || it.sourceType in neverDropSourceTypes
+        }
+        // Required entries are never trimmed: if they alone blow the budget, fail fast rather
+        // than ship a silently truncated instruction set.
+        val required = withFactSheet.filter { it.bucket == ContextBucket.REQUIRED }
+        val requiredTokens = required.sumOf { it.tokenEstimate }
+        if (requiredTokens > budget.limit) {
+            throw RequiredContextOverflowException(
+                requiredTokens = requiredTokens,
+                budgetLimit = budget.limit,
+                breakdown = required.groupBy { it.sourceType }
+                    .mapValues { (_, group) -> group.sumOf { it.tokenEstimate } },
+            )
+        }
         val pinnedTokens = pinned.sumOf { it.tokenEstimate }
         var remainingTokens = (budget.limit - pinnedTokens).coerceAtLeast(0)
 
+        // Optional per-type ceilings are enforced by truncation here, not left to the group
+        // compressor: several strategies (EventHistory) pass entries through untouched, and these
+        // feeds are single large entries — dropping whole entries would lose them entirely.
+        val ceilinged = compressible.map(::applyCeiling)
+
         // Query-conditioned selection: when a real relevance scorer is wired, reorder each freeform
         // group so the least-relevant turns sit at the front (dropped first) and the most-relevant
         // land at the tail the Conversation strategy keeps. Final layering re-sorts by ordinal, so
         // chronological render order is unaffected — only *what survives* the budget changes.
-        val relevanceRanked = rankByRelevance(compressible, currentQuery(withFactSheet))
+        val relevanceRanked = rankByRelevance(ceilinged, currentQuery(withFactSheet))
 
         // Stage 9 (BUDGET_ALLOCATOR_STRICT): compress structured groups before freeform so a long
         // conversation can't starve tool logs / artifacts out of the window.
@@ -116,7 +141,12 @@ class DefaultContextPackBuilder(
         val compressed = orderedGroups.flatMap { (sourceType, group) ->
             val strategy = strategyFor(sourceType)
             strategiesUsed += strategy::class.simpleName ?: "Unknown"
-            val result = compressor.compress(group, TokenBudget(limit = remainingTokens.coerceAtLeast(0)), strategy)
+            // Optional groups run under their per-type ceiling so no single feed (repo map,
+            // journal, profile) can crowd out the rest of the optional block.
+            val groupLimit = ceilings.capFor(sourceType)
+                ?.coerceAtMost(remainingTokens.coerceAtLeast(0))
+                ?: remainingTokens.coerceAtLeast(0)
+            val result = compressor.compress(group, TokenBudget(limit = groupLimit), strategy)
             remainingTokens -= result.sumOf { it.tokenEstimate }
             result
         }
@@ -151,6 +181,8 @@ class DefaultContextPackBuilder(
             .map { it.ordinal }.sortedDescending()
         val tier0 = if (tierSplit) freeformOrdinals.take(TIER0_TURNS).toSet() else emptySet()
         return entries.map { entry ->
+            // Required entries are exempt from lossy pruning by definition of the bucket.
+            if (entry.bucket == ContextBucket.REQUIRED) return@map entry
             val isFreeform = classifier.classify(entry) == ContextClass.FREEFORM && entry.ordinal !in tier0
             val isLargeDoc = entry.sourceType in DOC_SOURCE_TYPES && entry.content.length >= DOC_MIN_CHARS
             when {
@@ -162,10 +194,30 @@ class DefaultContextPackBuilder(
         }
     }
 
+    /**
+     * Truncates an OPTIONAL entry to its per-sourceType token ceiling. The decision journal is
+     * chronological (newest decisions at the tail), so it keeps its tail; every other feed keeps
+     * its head (headers/most-structural lines first).
+     */
+    private fun applyCeiling(entry: ContextEntry): ContextEntry {
+        val cap = ceilings.capFor(entry.sourceType) ?: return entry
+        if (entry.tokenEstimate <= cap) return entry
+        val trimmedTailMarker = "…(older entries trimmed)\n"
+        val trimmedHeadMarker = "\n…(trimmed to budget)"
+        val content = if (entry.sourceType == "decisionJournal") {
+            trimmedTailMarker + entry.content.takeLast(cap * CHARS_PER_TOKEN - trimmedTailMarker.length)
+        } else {
+            entry.content.take(cap * CHARS_PER_TOKEN - trimmedHeadMarker.length) + trimmedHeadMarker
+        }
+        return entry.copy(content = content, tokenEstimate = estimateTokens(content))
+    }
+
     private fun spansOf(entry: ContextEntry) = tagger.protectedSpans(entry.content)
 
     private fun applyToMe(entries: List<ContextEntry>): List<ContextEntry> {
-        val (freeform, rest) = entries.partition { classifier.classify(it) == ContextClass.FREEFORM }
+        val (freeform, rest) = entries.partition {
+            it.bucket != ContextBucket.REQUIRED && classifier.classify(it) == ContextClass.FREEFORM
+        }
         return (rest + toMeMerger.merge(freeform)).sortedBy { it.ordinal }
     }
 

core/context/src/main/kotlin/com/correx/core/context/builder/RequiredContextOverflowException.kt

@@ -0,0 +1,15 @@
+package com.correx.core.context.builder
+
+/**
+ * The REQUIRED bucket alone (task, constraints, loaded inputs, failures) does not fit the
+ * stage's token budget. Required context is never trimmed, so the only correct outcome is
+ * failing the build loudly — a silently truncated instruction is worse than no run.
+ */
+class RequiredContextOverflowException(
+    val requiredTokens: Int,
+    val budgetLimit: Int,
+    val breakdown: Map<String, Int>,
+) : IllegalStateException(
+    "Required context ($requiredTokens tokens) exceeds the stage budget ($budgetLimit); " +
+        "by sourceType: " + breakdown.entries.joinToString(", ") { "${it.key}=${it.value}" },
+)

core/context/src/main/kotlin/com/correx/core/context/model/ContextEntry.kt

@@ -5,6 +5,15 @@ import kotlinx.serialization.Serializable
 
 enum class EntryRole { SYSTEM, USER, ASSISTANT, TOOL }
 
+/**
+ * Budget class of an entry. REQUIRED entries (task, constraints, loaded inputs, failures) are
+ * never lossily compressed or dropped — if they alone exceed the budget the build fails fast
+ * instead of silently trimming. OPTIONAL entries (repo map, retrieval, journal, profiles) share
+ * whatever budget remains, each source type under its own ceiling.
+ */
+@Serializable
+enum class ContextBucket { REQUIRED, OPTIONAL }
+
 @Serializable
 data class ContextEntry(
     val id: ContextEntryId,
@@ -20,4 +29,7 @@ data class ContextEntry(
     // Entries built outside that builder (e.g. router chat) leave this at 0 and fall
     // back to layer-priority ordering in PromptRenderer.
     val ordinal: Int = 0,
+    // Default OPTIONAL keeps prior behavior for callers that don't stamp buckets (router chat);
+    // the orchestrator stamps REQUIRED on task/constraint/input/failure entries.
+    val bucket: ContextBucket = ContextBucket.OPTIONAL,
 )

core/context/src/main/kotlin/com/correx/core/context/model/OptionalCeilings.kt

@@ -0,0 +1,30 @@
+package com.correx.core.context.model
+
+import kotlinx.serialization.Serializable
+
+/**
+ * Per-sourceType token ceilings for OPTIONAL bucket entries. Defaults are tuned for the
+ * 9–26B local-model tier running a 16k prompt budget: the optional block as a whole stays
+ * under ~5k tokens so the required block (task, constraints, loaded inputs, failures) and
+ * the running transcript always dominate the window.
+ *
+ * A source type absent from [caps] has no per-type ceiling — it is still bounded by the
+ * remaining post-required budget like everything else.
+ */
+@Serializable
+data class OptionalCeilings(
+    val caps: Map<String, Int> = DEFAULT_CAPS,
+) {
+    fun capFor(sourceType: String): Int? = caps[sourceType]
+
+    companion object {
+        val DEFAULT_CAPS: Map<String, Int> = mapOf(
+            "repoMap" to 1200,
+            "relevantFiles" to 1600,
+            "decisionJournal" to 800,
+            "operatorProfile" to 400,
+            "projectProfile" to 600,
+            "artifactKindVocabulary" to 400,
+        )
+    }
+}

core/journal/src/main/kotlin/com/correx/core/journal/DecisionJournalRenderer.kt

@@ -1,10 +1,13 @@
 package com.correx.core.journal
 
 import com.correx.core.journal.model.DecisionJournalState
+import com.correx.core.journal.model.DecisionKind
+import com.correx.core.journal.model.DecisionRecord
 
 class DecisionJournalRenderer(private val keepLast: Int = 40) {
     fun render(state: DecisionJournalState, summaryText: String? = null): String {
         if (state.records.isEmpty() && summaryText == null) return ""
+        val visible = foldResolvedRetries(state.records)
         return buildString {
             appendLine("## Decision history (chronological — ground truth)")
             if (summaryText != null) {
@@ -13,7 +16,34 @@ class DecisionJournalRenderer(private val keepLast: Int = 40) {
                     appendLine("+${state.lowSalienceOmittedCount} routine transitions/retries omitted")
                 }
             }
-            state.records.takeLast(keepLast).forEach { appendLine("- [${it.kind}] ${it.summary}") }
+            visible.takeLast(keepLast).forEach { appendLine("- [${it.kind}] ${it.summary}") }
         }.trimEnd()
     }
+
+    /**
+     * A RETRY record is resolved once a later TRANSITION leaves its stage — the failure was
+     * overcome and its details are noise for every subsequent stage. Fold each resolved stage's
+     * retries into one summary line at the position of the first retry; unresolved (still-live)
+     * retries render verbatim. Render-time only: the journal state and event log are untouched.
+     */
+    private fun foldResolvedRetries(records: List<DecisionRecord>): List<DecisionRecord> {
+        val resolvedAt = records
+            .filter { it.kind == DecisionKind.TRANSITION && it.fromStageId != null }
+            .groupBy { it.fromStageId!! }
+            .mapValues { (_, transitions) -> transitions.maxOf { it.sequence } }
+        val foldedStages = mutableSetOf<String>()
+        return records.mapNotNull { record ->
+            val stage = record.stageId
+            val resolution = stage?.let { resolvedAt[it] }
+            if (record.kind != DecisionKind.RETRY || resolution == null || record.sequence > resolution) {
+                return@mapNotNull record
+            }
+            if (stage in foldedStages) return@mapNotNull null
+            foldedStages += stage
+            val count = records.count {
+                it.kind == DecisionKind.RETRY && it.stageId == stage && it.sequence <= resolution
+            }
+            record.copy(summary = "$stage: $count retr${if (count == 1) "y" else "ies"}, resolved — stage completed")
+        }
+    }
 }

core/journal/src/main/kotlin/com/correx/core/journal/DefaultDecisionJournalReducer.kt

@@ -53,6 +53,7 @@ class DefaultDecisionJournalReducer : DecisionJournalReducer {
                 kind = DecisionKind.TRANSITION,
                 summary = "Advanced ${p.from.value} → ${p.to.value} (${p.transitionId.value})",
                 stageId = p.to.value,
+                fromStageId = p.from.value,
             )
             is RetryAttemptedEvent -> DecisionRecord(
                 sequence = event.sessionSequence,

core/journal/src/main/kotlin/com/correx/core/journal/model/DecisionRecord.kt

@@ -25,4 +25,8 @@ data class DecisionRecord(
     val kind: DecisionKind,
     val summary: String,
     val stageId: String? = null,
+    // TRANSITION only: the stage the workflow advanced FROM. Lets the renderer tell that a
+    // stage's earlier RETRY records are resolved (the stage was eventually left successfully)
+    // and fold them to a single summary line.
+    val fromStageId: String? = null,
 )

core/journal/src/test/kotlin/com/correx/core/journal/DecisionJournalRendererTest.kt

@@ -77,4 +77,44 @@ class DecisionJournalRendererTest {
         assertTrue(result.contains("+2 routine transitions/retries omitted"))
         assertFalse(result.contains("- ["))
     }
+
+    @Test
+    fun `resolved retries fold to a single summary line`() {
+        val state = DecisionJournalState(
+            records = listOf(
+                record(1, DecisionKind.RETRY, "Retry 1/3 of scaffold: did not produce").copy(stageId = "scaffold"),
+                record(2, DecisionKind.RETRY, "Retry 2/3 of scaffold: did not produce").copy(stageId = "scaffold"),
+                record(3, DecisionKind.TRANSITION, "Advanced scaffold → hook (t1)")
+                    .copy(stageId = "hook", fromStageId = "scaffold"),
+            ),
+        )
+        val result = renderer.render(state)
+        assertFalse(result.contains("did not produce"), "resolved retry detail must not render")
+        assertTrue(result.contains("- [RETRY] scaffold: 2 retries, resolved — stage completed"))
+        assertTrue(result.contains("- [TRANSITION] Advanced scaffold → hook"))
+    }
+
+    @Test
+    fun `unresolved retries render verbatim`() {
+        val state = DecisionJournalState(
+            records = listOf(
+                record(1, DecisionKind.RETRY, "Retry 1/3 of hook: did not produce").copy(stageId = "hook"),
+            ),
+        )
+        val result = renderer.render(state)
+        assertTrue(result.contains("- [RETRY] Retry 1/3 of hook: did not produce"))
+    }
+
+    @Test
+    fun `retries after the stage was last left are not folded`() {
+        val state = DecisionJournalState(
+            records = listOf(
+                record(1, DecisionKind.TRANSITION, "Advanced scaffold → hook (t1)")
+                    .copy(stageId = "hook", fromStageId = "scaffold"),
+                record(2, DecisionKind.RETRY, "Retry 1/3 of scaffold: regression").copy(stageId = "scaffold"),
+            ),
+        )
+        val result = renderer.render(state)
+        assertTrue(result.contains("- [RETRY] Retry 1/3 of scaffold: regression"))
+    }
 }

core/kernel/src/main/kotlin/com/correx/core/kernel/orchestration/ContextFeedback.kt

@@ -73,7 +73,7 @@ fun buildArtifactKindVocabularyEntry(kinds: Collection<ArtifactKind>): ContextEn
 fun buildRelevantFilesEntry(hits: List<RepoKnowledgeHit>): ContextEntry {
     val content = buildString {
         append("## Relevant files (retrieved by semantic similarity)\n")
-        hits.forEach { append("- ").append(it.text).append("\n") }
+        hits.map { it.text }.distinct().forEach { append("- ").append(it).append("\n") }
     }.trimEnd()
     return ContextEntry(
         id = ContextEntryId(UUID.randomUUID().toString()),

core/kernel/src/main/kotlin/com/correx/core/kernel/orchestration/SessionOrchestrator.kt

@@ -20,6 +20,8 @@ import com.correx.core.artifacts.kind.ProcessResultArtifact
 import com.correx.core.artifacts.kind.TypedArtifactSlot
 import com.correx.core.artifactstore.ArtifactStore
 import com.correx.core.context.builder.ContextPackBuilder
+import com.correx.core.context.builder.RequiredContextOverflowException
+import com.correx.core.context.model.ContextBucket
 import com.correx.core.context.model.ContextEntry
 import com.correx.core.context.model.ContextLayer
 import com.correx.core.context.model.ContextPack
@@ -29,7 +31,11 @@ import com.correx.core.events.events.ApprovalDecisionResolvedEvent
 import com.correx.core.events.events.RefinementIterationEvent
 import com.correx.core.events.events.ApprovalRequestedEvent
 import com.correx.core.events.events.ArtifactContentStoredEvent
+import com.correx.core.events.events.FileWrittenEvent
 import com.correx.core.events.events.ArtifactCreatedEvent
+import com.correx.core.events.events.ArtifactRepairAttemptedEvent
+import com.correx.core.events.events.ArtifactRepairFailedEvent
+import com.correx.core.events.events.ArtifactRepairResolvedEvent
 import com.correx.core.events.events.CritiqueFindingsRecordedEvent
 import com.correx.core.events.events.CritiqueOutcomeCorrelatedEvent
 import com.correx.core.events.events.BriefEchoMismatchEvent
@@ -128,6 +134,8 @@ import com.correx.core.transitions.graph.StageConfig
 import com.correx.core.transitions.graph.WorkflowGraph
 import com.correx.core.transitions.resolution.TransitionDecision
 import com.correx.core.transitions.resolution.TransitionResolver
+import com.correx.core.validation.artifact.ArtifactExtractionPipeline
+import com.correx.core.validation.artifact.ArtifactFailure
 import com.correx.core.validation.model.ValidationContext
 import com.correx.core.validation.model.ValidationReport
 import com.correx.core.validation.model.ValidationSeverity
@@ -165,6 +173,31 @@ private const val READ_BEFORE_WRITE_CODE = "READ_BEFORE_WRITE"
 private const val REFERENCE_EXISTS_CODE = "REFERENCE_EXISTS"
 private const val OUTPUT_SUMMARY_LIMIT = 500
 private const val REPO_MAP_INJECT_TOP_K = 30
+private const val REPO_MAP_FILES_PER_DIR = 8
+
+// A stage prompt must explicitly ask about documentation for .md/docs paths to enter the repo
+// layout listing; otherwise docs only reach context through a real retrieval hit.
+private val DOCS_REQUEST_REGEX =
+    Regex("""\b(docs?|readme|adr|changelog|documentation|markdown)\b|\.md\b""", RegexOption.IGNORE_CASE)
+
+private fun isDocPath(path: String): Boolean =
+    path.endsWith(".md", ignoreCase = true) ||
+        path.split('/').any { it.equals("docs", ignoreCase = true) || it.equals("doc", ignoreCase = true) }
+
+// Source types whose entries land in the REQUIRED context bucket (see stampBuckets).
+private val REQUIRED_SOURCE_TYPES = setOf(
+    "systemPrompt",
+    "agentPrompt",
+    "agentInstructions",
+    "claimedTask",
+    "schemaInstruction",
+    "steeringNote",
+    "clarificationAnswer",
+    "rejectionFeedback",
+    "retryFeedback",
+    "neededArtifact",
+    "criticFeedback",
+)
 
 // HTTP statuses that are transient despite being 4xx (F-002 retry classification).
 private const val HTTP_TIMEOUT = 408
@@ -236,6 +269,10 @@ abstract class SessionOrchestrator(
      *  Used by DefaultSessionOrchestrator.step() to populate EvaluationContext.artifactContent. */
     protected val artifactContentCache: ConcurrentHashMap<String, String> = ConcurrentHashMap()
 
+    /** Deterministic extraction/repair ladder for near-miss LLM artifact text (prose-wrapped JSON,
+     *  code fences, trailing commas). Pure — recomputes on replay, records no events. */
+    private val artifactExtractionPipeline = ArtifactExtractionPipeline()
+
     abstract suspend fun run(
         sessionId: SessionId,
         graph: WorkflowGraph,
@@ -452,18 +489,27 @@ abstract class SessionOrchestrator(
         } else {
             emptyList()
         }
-        var accumulatedEntries =
+        var accumulatedEntries = stampBuckets(
             systemPrompt + profileEntries + projectProfileEntries + agentInstructionsEntries +
                 journalEntries + repoMapEntries + claimedTaskEntries +
                 needsEntries + schemaEntries + vocabularyEntries + promptEntries + steeringEntries +
-                clarificationEntries + retryFeedbackEntries
-        val contextPack = contextPackBuilder.build(
-            id = ContextPackId(UUID.randomUUID().toString()),
-            sessionId = sessionId,
-            stageId = stageId,
-            entries = accumulatedEntries,
-            budget = TokenBudget(limit = stageConfig.tokenBudget),
+                clarificationEntries + retryFeedbackEntries,
         )
+        val contextPack = runCatching {
+            contextPackBuilder.build(
+                id = ContextPackId(UUID.randomUUID().toString()),
+                sessionId = sessionId,
+                stageId = stageId,
+                entries = accumulatedEntries,
+                budget = TokenBudget(limit = stageConfig.tokenBudget),
+            )
+        }.getOrElse { e ->
+            if (e is CancellationException) throw e
+            if (e !is RequiredContextOverflowException) throw e
+            // Required context doesn't fit — retrying with the same inputs can't succeed.
+            log.error("[Orchestrator] stage={}: {}", stageId.value, e.message)
+            return StageExecutionResult.Failure(e.message ?: "required context overflow", retryable = false)
+        }
         emitContextTruncationIfNeeded(sessionId, stageId, contextPack)
 
         var currentContext = contextPack
@@ -651,11 +697,36 @@ abstract class SessionOrchestrator(
                 // (e.g. ArtifactFieldEquals on a reviewer's verdict) can read it. An emit_artifact
                 // tool call (llmArtifactOverride) supplies the content directly; otherwise the
                 // artifact is the final assistant message text.
-                val artifactText = llmArtifactOverride ?: inferenceResult.response.text
-                val artifactHash = llmArtifactOverride
-                    ?.let { artifactStore.put(it.toByteArray()) }
-                    ?: inferenceResult.responseArtifactId
-                llmEmittedSlots.firstOrNull()?.let { slot ->
+                val rawArtifactText = llmArtifactOverride ?: inferenceResult.response.text
+                val slot = llmEmittedSlots.firstOrNull()
+                // Artifact-emission ladder: deterministic repair (prose/fences/trailing commas), then
+                // — rarely, gated by the failure classifier — one grammar-constrained LLM-repair rung,
+                // before the text is cached/validated. On a hard failure the policy decision
+                // short-circuits the stage. Only the nondeterministic rung records events (spec 2026-07-04 §6).
+                val artifactText = if (slot != null) {
+                    when (val res = artifactExtractionPipeline.run(rawArtifactText, slot.kind.deriveJsonSchema())) {
+                        is ArtifactExtractionPipeline.ExtractionResult.Resolved -> {
+                            if (res.repaired) {
+                                emitArtifactRepairAttempted(sessionId, stageId, slot, ArtifactFailure.FORMATTING, "DETERMINISTIC")
+                                emitArtifactRepairResolved(sessionId, stageId, slot, res.canonicalJson.toString())
+                            }
+                            res.canonicalJson.toString()
+                        }
+                        is ArtifactExtractionPipeline.ExtractionResult.Unresolved ->
+                            when (val ladder = repairArtifact(sessionId, stageId, slot, res, stageConfig, effectives, config.stageTimeoutMs)) {
+                                is ArtifactLadderOutcome.Text -> ladder.text
+                                is ArtifactLadderOutcome.Reject -> return ladder.failure
+                            }
+                    }
+                } else {
+                    rawArtifactText
+                }
+                val artifactHash = if (artifactText != rawArtifactText || llmArtifactOverride != null) {
+                    artifactStore.put(artifactText.toByteArray())
+                } else {
+                    inferenceResult.responseArtifactId
+                }
+                slot?.let { slot ->
                     artifactContentCache["${sessionId.value}:${slot.name.value}"] = artifactText
                     artifactHash?.let { hash ->
                         emit(
@@ -690,6 +761,122 @@ abstract class SessionOrchestrator(
         }
     }
 
+    private sealed interface ArtifactLadderOutcome {
+        data class Text(val text: String) : ArtifactLadderOutcome
+        data class Reject(val failure: StageExecutionResult.Failure) : ArtifactLadderOutcome
+    }
+
+    /**
+     * Handles an [ArtifactExtractionPipeline.ExtractionResult.Unresolved]: attempts one grammar-constrained
+     * LLM-repair rung (only for SCHEMA / MISSING_INFO — the classifier gates the expensive rung), then
+     * consults the policy [decide] to map a hard failure onto an orchestrator action. Records the §6 events.
+     */
+    private suspend fun repairArtifact(
+        sessionId: SessionId,
+        stageId: StageId,
+        slot: TypedArtifactSlot,
+        unresolved: ArtifactExtractionPipeline.ExtractionResult.Unresolved,
+        stageConfig: StageConfig,
+        effectives: RunEffectives,
+        timeoutMs: Long,
+    ): ArtifactLadderOutcome {
+        val schema = slot.kind.deriveJsonSchema()
+        val eligible = unresolved.classification in setOf(ArtifactFailure.SCHEMA, ArtifactFailure.MISSING_INFO)
+        val bestCandidate = unresolved.bestCandidate
+        if (eligible && bestCandidate != null && !isCancelled(sessionId)) {
+            emitArtifactRepairAttempted(sessionId, stageId, slot, unresolved.classification, "LLM")
+            val repaired = runArtifactRepairInference(
+                sessionId, stageId, slot, bestCandidate, stageConfig, effectives, timeoutMs,
+            )
+            val reRun = repaired?.let { artifactExtractionPipeline.run(it, schema) }
+            if (reRun is ArtifactExtractionPipeline.ExtractionResult.Resolved) {
+                val json = reRun.canonicalJson.toString()
+                emitArtifactRepairResolved(sessionId, stageId, slot, json)
+                return ArtifactLadderOutcome.Text(json)
+            }
+        }
+        val decision = decide(unresolved.classification, attemptsSoFar = 0, maxAttempts = Int.MAX_VALUE, hasApprover = false)
+        emit(
+            sessionId,
+            ArtifactRepairFailedEvent(
+                artifactId = slot.name,
+                classification = unresolved.classification.name,
+                decision = decision::class.simpleName ?: "Unknown",
+                reason = unresolved.detail,
+                sessionId = sessionId,
+                stageId = stageId,
+            ),
+        )
+        // ponytail: RetryProducer / RegenerateArtifactOnly / EscalateHuman all fold into a retryable
+        // failure — the existing retryStageOrFail loop re-runs the full producer (incl. the tools-less
+        // emission nudge) and surfaces exhaustion to the operator. A dedicated regenerate-only /
+        // approval-pause mid-artifact path is deferred until one is shown to help.
+        return ArtifactLadderOutcome.Reject(
+            StageExecutionResult.Failure(
+                "artifact repair failed (${unresolved.classification}): ${unresolved.detail}",
+                retryable = decision != ArtifactPolicyDecision.Abort,
+            ),
+        )
+    }
+
+    /** One tools-less, grammar-constrained inference asking the model to repair its own malformed artifact. */
+    private suspend fun runArtifactRepairInference(
+        sessionId: SessionId,
+        stageId: StageId,
+        slot: TypedArtifactSlot,
+        bestCandidate: String,
+        stageConfig: StageConfig,
+        effectives: RunEffectives,
+        timeoutMs: Long,
+    ): String? {
+        val schema = slot.kind.deriveJsonSchema()
+        val schemaJson = Json.encodeToString(JsonSchema.serializer(), schema)
+        val prompt = "The previous output for the '${slot.name.value}' artifact was malformed and did not " +
+            "match the required schema.\n\nMalformed output:\n$bestCandidate\n\nReturn ONLY a single JSON " +
+            "object matching this schema. Do not add fields, prose, or code fences.\nSchema: $schemaJson"
+        val entry = ContextEntry(
+            id = ContextEntryId(UUID.randomUUID().toString()),
+            layer = ContextLayer.L2,
+            sourceType = "artifactRepair",
+            sourceId = UUID.randomUUID().toString(),
+            content = prompt,
+            tokenEstimate = estimateTokens(prompt),
+            role = EntryRole.USER,
+        )
+        val ctx = contextPackBuilder.build(
+            id = ContextPackId(UUID.randomUUID().toString()),
+            sessionId = sessionId,
+            stageId = stageId,
+            entries = listOf(entry),
+            budget = TokenBudget(limit = stageConfig.tokenBudget),
+        )
+        val result = runInference(
+            sessionId, stageId, ctx, stageConfig, timeoutMs, ResponseFormat.Json(schema), effectives, withTools = false,
+        )
+        return (result as? InferenceResult.Success)?.response?.text
+    }
+
+    private suspend fun emitArtifactRepairAttempted(
+        sessionId: SessionId,
+        stageId: StageId,
+        slot: TypedArtifactSlot,
+        classification: ArtifactFailure,
+        rung: String,
+    ) = emit(
+        sessionId,
+        ArtifactRepairAttemptedEvent(slot.name, classification.name, rung, sessionId, stageId),
+    )
+
+    private suspend fun emitArtifactRepairResolved(
+        sessionId: SessionId,
+        stageId: StageId,
+        slot: TypedArtifactSlot,
+        json: String,
+    ) {
+        val hash = artifactStore.put(json.toByteArray())
+        emit(sessionId, ArtifactRepairResolvedEvent(slot.name, hash, sessionId, stageId))
+    }
+
     private fun error(
         stageId: StageId,
         path: String,
@@ -1347,22 +1534,32 @@ abstract class SessionOrchestrator(
     }
 
     /**
-     * Renders a top-K slice of the recorded repo map as a droppable L3 context entry. Reads
-     * the latest [RepoMapComputedEvent] from the log (replay-safe — never re-scans the FS).
-     * Not pinned: under budget pressure this yields before the working set (paths + symbols
-     * only, so the model can `file_read` for detail).
+     * Renders the recorded repo map as a structural "what exists" listing — directories with
+     * their files, alphabetical, no recency ranking and no symbol excerpts. Relevance is the
+     * retrieval layer's job (buildRelevantFilesEntry); the map only tells the model what it can
+     * `file_read`. Markdown/docs paths are gated: they only appear when the stage prompt
+     * explicitly asks about documentation, so churny kernel docs can't bury real source
+     * (2026-07-05 context-poisoning root cause). Reads the latest [RepoMapComputedEvent] from
+     * the log (replay-safe — never re-scans the FS).
      */
-    private suspend fun buildRepoMapEntries(sessionId: SessionId): List<ContextEntry> {
+    private suspend fun buildRepoMapEntries(sessionId: SessionId, stagePrompt: String = ""): List<ContextEntry> {
         val map = eventStore.read(sessionId)
             .mapNotNull { it.payload as? RepoMapComputedEvent }
             .lastOrNull() ?: return emptyList()
-        val top = map.entries.sortedByDescending { it.score }.take(REPO_MAP_INJECT_TOP_K)
-        if (top.isEmpty()) return emptyList()
+        val docsWanted = DOCS_REQUEST_REGEX.containsMatchIn(stagePrompt)
+        val paths = map.entries.map { it.path }.distinct()
+            .filter { docsWanted || !isDocPath(it) }
+            .sorted()
+        if (paths.isEmpty()) return emptyList()
+        val byDir = paths.groupBy { it.substringBeforeLast('/', missingDelimiterValue = ".") }
         val content = buildString {
-            appendLine("## Repo map (top files by recency — read files for detail)")
-            top.forEach { entry ->
-                val symbols = if (entry.symbols.isEmpty()) "" else ": ${entry.symbols.joinToString(", ")}"
-                appendLine("- ${entry.path}$symbols")
+            appendLine("## Repo layout (what exists — use file_read for content)")
+            byDir.entries.sortedBy { it.key }.forEach { (dir, files) ->
+                val names = files.map { it.substringAfterLast('/') }
+                val shown = names.take(REPO_MAP_FILES_PER_DIR)
+                val more = names.size - shown.size
+                val suffix = if (more > 0) ", …(+$more more)" else ""
+                appendLine("- $dir/ (${names.size}): ${shown.joinToString(", ")}$suffix")
             }
         }.trimEnd()
         return listOf(
@@ -1396,15 +1593,15 @@ abstract class SessionOrchestrator(
         stageId: StageId,
         stageConfig: StageConfig,
     ): List<ContextEntry> {
+        val stagePrompt = (stageConfig.metadata["promptInline"] ?: stageConfig.metadata["prompt"] ?: stageId.value)
+            .trim().ifBlank { stageId.value }
         val recorded = eventStore.read(sessionId)
             .mapNotNull { it.payload as? RepoKnowledgeRetrievedEvent }
             .lastOrNull { it.stageId == stageId }
-        if (recorded != null) return repoEntriesOrMapFloor(sessionId, recorded.hits)
+        if (recorded != null) return repoEntriesOrMapFloor(sessionId, recorded.hits, stagePrompt)
 
-        val retriever = repoKnowledgeRetriever ?: return buildRepoMapEntries(sessionId)
-        val query = (stageConfig.metadata["promptInline"] ?: stageConfig.metadata["prompt"] ?: stageId.value)
-            .trim().ifBlank { stageId.value }
-        val hits = runCatching { retriever.retrieve(sessionId, query, REPO_MAP_INJECT_TOP_K) }
+        val retriever = repoKnowledgeRetriever ?: return buildRepoMapEntries(sessionId, stagePrompt)
+        val hits = runCatching { retriever.retrieve(sessionId, stagePrompt, REPO_MAP_INJECT_TOP_K) }
             .getOrElse { e ->
                 if (e is CancellationException) throw e
                 log.warn("repo-knowledge retrieval failed for stage {}: {}", stageId.value, e.message)
@@ -1412,8 +1609,8 @@ abstract class SessionOrchestrator(
             }
         // Record the raw retrieval for audit (a degenerate all-zero result is itself the signal that
         // the embedder is noop / the index is empty), but only useful hits ever reach the agent.
-        if (hits.isNotEmpty()) emit(sessionId, RepoKnowledgeRetrievedEvent(sessionId, stageId, query, hits))
-        return repoEntriesOrMapFloor(sessionId, hits)
+        if (hits.isNotEmpty()) emit(sessionId, RepoKnowledgeRetrievedEvent(sessionId, stageId, stagePrompt, hits))
+        return repoEntriesOrMapFloor(sessionId, hits, stagePrompt)
     }
 
     /**
@@ -1424,9 +1621,25 @@ abstract class SessionOrchestrator(
     private suspend fun repoEntriesOrMapFloor(
         sessionId: SessionId,
         hits: List<RepoKnowledgeHit>,
+        stagePrompt: String,
     ): List<ContextEntry> {
         val useful = hits.filter { it.score > 0f }
-        return if (useful.isEmpty()) buildRepoMapEntries(sessionId) else listOf(buildRelevantFilesEntry(useful))
+        return if (useful.isEmpty()) {
+            buildRepoMapEntries(sessionId, stagePrompt)
+        } else {
+            listOf(buildRelevantFilesEntry(useful))
+        }
+    }
+
+    /**
+     * Stamps the required/optional budget bucket by sourceType. REQUIRED = the stage cannot run
+     * correctly without it (task, constraints, loaded inputs, failure feedback) — never trimmed,
+     * build fails fast if it alone exceeds the budget. Everything else (repo map, retrieval,
+     * journal, profiles, vocabulary, transcript) is OPTIONAL and shares the remainder under
+     * per-type ceilings.
+     */
+    private fun stampBuckets(entries: List<ContextEntry>): List<ContextEntry> = entries.map {
+        if (it.sourceType in REQUIRED_SOURCE_TYPES) it.copy(bucket = ContextBucket.REQUIRED) else it
     }
 
     private suspend fun buildNeedsArtifactEntries(
@@ -1443,7 +1656,13 @@ abstract class SessionOrchestrator(
                     "This is reviewer feedback on your previous attempt. " +
                     "Address every finding before completing the stage.\n$cached"
             } else {
-                "## Input artifact: ${needed.value}\n$cached"
+                // file_written handoff: hand the next stage the whole producing stage's change set
+                // as a manifest (known files), not one file's content. The cache value only holds
+                // the LAST write of the stage, so rendering it inline both misleads (5 of 6 files
+                // invisible) and wastes budget — content stays lazy behind file_read.
+                val manifest = parseFileWrittenArtifact(cached)
+                    ?.let { fileWrittenManifest(sessionId, needed) }
+                "## Input artifact: ${needed.value}\n${manifest ?: cached}"
             }
             ContextEntry(
                 id = ContextEntryId(UUID.randomUUID().toString()),
@@ -1457,6 +1676,38 @@ abstract class SessionOrchestrator(
         }
     }
 
+    private fun parseFileWrittenArtifact(json: String): FileWrittenArtifact? =
+        runCatching { Json.decodeFromString(FileWrittenArtifact.serializer(), json) }.getOrNull()
+
+    /**
+     * Projects the full change set of the stage(s) that produced a file_written artifact from
+     * recorded events: ArtifactContentStoredEvent → producing stageIds, ToolInvocationRequested →
+     * that stage's invocations, FileWrittenEvent → the paths actually written. Pure projection
+     * over existing events — no new artifact kind, no producer change, replay-safe. Null when no
+     * writes are on record (caller falls back to the cached single-file JSON).
+     */
+    private fun fileWrittenManifest(sessionId: SessionId, needed: ArtifactId): String? {
+        val events = eventStore.read(sessionId)
+        val stageIds = events.mapNotNull { it.payload as? ArtifactContentStoredEvent }
+            .filter { it.artifactId == needed }
+            .map { it.stageId }
+            .toSet()
+        if (stageIds.isEmpty()) return null
+        val invocationIds = events.mapNotNull { it.payload as? ToolInvocationRequestedEvent }
+            .filter { it.stageId in stageIds }
+            .map { it.invocationId }
+            .toSet()
+        val paths = events.mapNotNull { it.payload as? FileWrittenEvent }
+            .filter { it.invocationId in invocationIds && it.postImageHash != null }
+            .map { it.path }
+            .distinct()
+        if (paths.isEmpty()) return null
+        return buildString {
+            appendLine("Files written by the producing stage (use file_read to load any content you need):")
+            paths.forEach { appendLine("- $it") }
+        }.trimEnd()
+    }
+
     private suspend fun emitToolArtifacts(
         sessionId: SessionId,
         stageId: StageId,