feat(work): accept task evaluation evidence callbacks

docs: record gpu adapter invocation qualification

adapters/postgres/capability_repository.go

@@ -430,6 +430,14 @@ func (r *CapabilityRepository) SaveCognitiveBinding(ctx context.Context, value c
 }
 
 func (r *CapabilityRepository) LoadCognitiveCandidates(ctx context.Context, capabilityID capability.CapabilityID, owner identity.PrincipalID) ([]capability.ResolvedCognitiveBinding, error) {
+	return r.loadCognitiveCandidates(ctx, capabilityID, owner, "")
+}
+
+func (r *CapabilityRepository) LoadCognitiveCandidatesForProfile(ctx context.Context, capabilityID capability.CapabilityID, owner identity.PrincipalID, profileID capability.TaskEvaluationProfileID) ([]capability.ResolvedCognitiveBinding, error) {
+	return r.loadCognitiveCandidates(ctx, capabilityID, owner, profileID)
+}
+
+func (r *CapabilityRepository) loadCognitiveCandidates(ctx context.Context, capabilityID capability.CapabilityID, owner identity.PrincipalID, profileID capability.TaskEvaluationProfileID) ([]capability.ResolvedCognitiveBinding, error) {
 	rows, err := r.pool.Query(ctx, `SELECT
 		b.binding_id,b.revision,b.capability_id,b.owner_principal_id,b.provider_instance_id,b.provider_revision,b.model_descriptor_id,b.model_revision,b.data_policy,b.qualification,b.activation,b.health,b.limit_policy_ref,
 		p.provider_instance_id,p.revision,p.provider_kind,p.endpoint_ref,COALESCE(p.credential_ref,''),p.enabled,p.qualification,COALESCE(ph.health,p.health),GREATEST(p.observed_at_unix_millis,COALESCE(ph.observed_at_unix_millis,0)),p.billing_mode,p.auth_mode,p.input_cost_micros,p.output_cost_micros,p.request_cost_micros,
@@ -454,7 +462,7 @@ func (r *CapabilityRepository) LoadCognitiveCandidates(ctx context.Context, capa
 		if err != nil {
 			return nil, err
 		}
-		if err = r.loadCognitiveEvidence(ctx, &value); err != nil {
+		if err = r.loadCognitiveEvidence(ctx, &value, profileID); err != nil {
 			return nil, err
 		}
 		result = append(result, value)
@@ -462,7 +470,7 @@ func (r *CapabilityRepository) LoadCognitiveCandidates(ctx context.Context, capa
 	return result, rows.Err()
 }
 
-func (r *CapabilityRepository) loadCognitiveEvidence(ctx context.Context, value *capability.ResolvedCognitiveBinding) error {
+func (r *CapabilityRepository) loadCognitiveEvidence(ctx context.Context, value *capability.ResolvedCognitiveBinding, profileID capability.TaskEvaluationProfileID) error {
 	var evaluation capability.EvaluatedCapability
 	err := r.pool.QueryRow(ctx, `SELECT evaluation_id,binding_id,binding_revision,capability_id,result,quality_score_millis,critical_failure_millis,benchmark_version,artifact_id,observed_at_unix_millis FROM capability.cognitive_evaluated_capabilities WHERE binding_id=$1 AND binding_revision=$2 ORDER BY observed_at_unix_millis DESC LIMIT 1`, value.Binding.ID, value.Binding.Revision).Scan(&evaluation.ID, &evaluation.BindingID, &evaluation.BindingRevision, &evaluation.CapabilityID, &evaluation.Result, &evaluation.QualityScoreMillis, &evaluation.CriticalFailureMillis, &evaluation.BenchmarkVersion, &evaluation.ArtifactID, &evaluation.ObservedAtUnixMillis)
 	if err != nil && !errors.Is(err, pgx.ErrNoRows) {
@@ -479,6 +487,16 @@ func (r *CapabilityRepository) loadCognitiveEvidence(ctx context.Context, value
 	if err == nil {
 		value.Performance = &performance
 	}
+	if profileID != "" {
+		var taskEvaluation capability.TaskEvaluation
+		err = r.pool.QueryRow(ctx, `SELECT evaluation_id,task_profile_id,binding_id,binding_revision,capability_id,result,quality_score_millis,reliability_score_millis,latency_score_millis,overall_score_millis,critical_failure_millis,benchmark_version,artifact_id,observed_at_unix_millis FROM capability.cognitive_task_evaluations WHERE task_profile_id=$1 AND binding_id=$2 AND binding_revision=$3 ORDER BY observed_at_unix_millis DESC LIMIT 1`, profileID, value.Binding.ID, value.Binding.Revision).Scan(&taskEvaluation.ID, &taskEvaluation.ProfileID, &taskEvaluation.BindingID, &taskEvaluation.BindingRevision, &taskEvaluation.CapabilityID, &taskEvaluation.Result, &taskEvaluation.QualityScoreMillis, &taskEvaluation.ReliabilityScoreMillis, &taskEvaluation.LatencyScoreMillis, &taskEvaluation.OverallScoreMillis, &taskEvaluation.CriticalFailureMillis, &taskEvaluation.BenchmarkVersion, &taskEvaluation.ArtifactID, &taskEvaluation.ObservedAtUnixMillis)
+		if err != nil && !errors.Is(err, pgx.ErrNoRows) {
+			return err
+		}
+		if err == nil {
+			value.TaskEvaluation = &taskEvaluation
+		}
+	}
 	return nil
 }
 
@@ -592,3 +610,8 @@ func (r *CapabilityRepository) SavePerformanceEvidence(ctx context.Context, valu
 	_, err := r.pool.Exec(ctx, `INSERT INTO capability.cognitive_performance_evidence (evidence_id,binding_id,binding_revision,model_descriptor_id,model_revision,hardware_profile,runtime,quantization,context_units,thinking_enabled,generation_tps_millis,prompt_tps_millis,ttft_micros,latency_micros,memory_bytes,reliability_millis,benchmark_version,artifact_id,observed_at_unix_millis) VALUES ($1,$2,$3,$4,$5,$6,$7,$8,$9,$10,$11,$12,$13,$14,$15,$16,$17,$18,$19) ON CONFLICT DO NOTHING`, value.ID, value.BindingID, value.BindingRevision, value.ModelDescriptorID, value.ModelRevision, value.HardwareProfile, value.Runtime, value.Quantization, value.ContextUnits, value.ThinkingEnabled, value.GenerationTPSMillis, value.PromptTPSMillis, value.TTFTMicros, value.LatencyMicros, value.MemoryBytes, value.ReliabilityMillis, value.BenchmarkVersion, value.ArtifactID, value.ObservedAtUnixMillis)
 	return err
 }
+
+func (r *CapabilityRepository) SaveTaskEvaluation(ctx context.Context, value capability.TaskEvaluation) error {
+	_, err := r.pool.Exec(ctx, `INSERT INTO capability.cognitive_task_evaluations (evaluation_id,task_profile_id,binding_id,binding_revision,capability_id,result,quality_score_millis,reliability_score_millis,latency_score_millis,overall_score_millis,critical_failure_millis,benchmark_version,artifact_id,observed_at_unix_millis) VALUES ($1,$2,$3,$4,$5,$6,$7,$8,$9,$10,$11,$12,$13,$14) ON CONFLICT DO NOTHING`, value.ID, value.ProfileID, value.BindingID, value.BindingRevision, value.CapabilityID, value.Result, value.QualityScoreMillis, value.ReliabilityScoreMillis, value.LatencyScoreMillis, value.OverallScoreMillis, value.CriticalFailureMillis, value.BenchmarkVersion, value.ArtifactID, value.ObservedAtUnixMillis)
+	return err
+}

adapters/postgres/work_repository.go

@@ -4,6 +4,7 @@ import (
 	"context"
 	"errors"
 	"fmt"
+	"slices"
 	"time"
 
 	"git.cin.su/m/Assistant/contracts/work"
@@ -106,24 +107,28 @@ func (r *WorkRepository) SaveDispatchIntent(ctx context.Context, intent work.Age
 		return err
 	}
 	defer tx.Rollback(ctx)
-	_, err = tx.Exec(ctx, `INSERT INTO work.agent_dispatch_intents(dispatch_id,idempotency_key,delegation_id,run_id,implementation_id,implementation_revision,source_revision,worktree_id,verification_plan_ref,created_at_unix_millis) VALUES($1,$2,$3,$4,$5,$6,$7,$8,$9,$10) ON CONFLICT(idempotency_key) DO NOTHING`, intent.DispatchID, intent.IdempotencyKey, intent.DelegationID, intent.RunID, intent.ImplementationID, intent.ImplementationRevision, intent.SourceRevision, intent.WorktreeID, intent.VerificationPlanRef, intent.CreatedAtUnixMillis)
+	_, err = tx.Exec(ctx, `INSERT INTO work.agent_dispatch_intents(dispatch_id,idempotency_key,delegation_id,run_id,implementation_id,implementation_revision,source_revision,worktree_id,verification_plan_ref,created_at_unix_millis,specialist_purpose,task_evaluation_profile_id,task_evaluation_binding_id,task_evaluation_case_ids) VALUES($1,$2,$3,$4,$5,$6,$7,$8,$9,$10,$11,$12,$13,$14) ON CONFLICT(idempotency_key) DO NOTHING`, intent.DispatchID, intent.IdempotencyKey, intent.DelegationID, intent.RunID, intent.ImplementationID, intent.ImplementationRevision, intent.SourceRevision, intent.WorktreeID, intent.VerificationPlanRef, intent.CreatedAtUnixMillis, intent.SpecialistPurpose, intent.TaskEvaluationProfileID, intent.TaskEvaluationBindingID, intent.TaskEvaluationCaseIDs)
 	if err != nil {
 		return fmt.Errorf("save dispatch intent: %w", err)
 	}
 	var existing work.AgentDispatchIntent
-	err = tx.QueryRow(ctx, `SELECT dispatch_id,idempotency_key,delegation_id,run_id,implementation_id,implementation_revision,source_revision,worktree_id,verification_plan_ref,created_at_unix_millis FROM work.agent_dispatch_intents WHERE idempotency_key=$1`, intent.IdempotencyKey).Scan(&existing.DispatchID, &existing.IdempotencyKey, &existing.DelegationID, &existing.RunID, &existing.ImplementationID, &existing.ImplementationRevision, &existing.SourceRevision, &existing.WorktreeID, &existing.VerificationPlanRef, &existing.CreatedAtUnixMillis)
+	err = tx.QueryRow(ctx, `SELECT dispatch_id,idempotency_key,delegation_id,run_id,implementation_id,implementation_revision,source_revision,worktree_id,verification_plan_ref,created_at_unix_millis,specialist_purpose,task_evaluation_profile_id,task_evaluation_binding_id,task_evaluation_case_ids FROM work.agent_dispatch_intents WHERE idempotency_key=$1`, intent.IdempotencyKey).Scan(&existing.DispatchID, &existing.IdempotencyKey, &existing.DelegationID, &existing.RunID, &existing.ImplementationID, &existing.ImplementationRevision, &existing.SourceRevision, &existing.WorktreeID, &existing.VerificationPlanRef, &existing.CreatedAtUnixMillis, &existing.SpecialistPurpose, &existing.TaskEvaluationProfileID, &existing.TaskEvaluationBindingID, &existing.TaskEvaluationCaseIDs)
 	if err != nil {
 		return fmt.Errorf("read dispatch intent: %w", err)
 	}
-	if existing != intent {
+	if !sameDispatchIntent(existing, intent) {
 		return ErrDispatchIntentConflict
 	}
 	return tx.Commit(ctx)
 }
 
+func sameDispatchIntent(left, right work.AgentDispatchIntent) bool {
+	return left.DispatchID == right.DispatchID && left.IdempotencyKey == right.IdempotencyKey && left.DelegationID == right.DelegationID && left.RunID == right.RunID && left.ImplementationID == right.ImplementationID && left.ImplementationRevision == right.ImplementationRevision && left.SourceRevision == right.SourceRevision && left.WorktreeID == right.WorktreeID && left.VerificationPlanRef == right.VerificationPlanRef && left.CreatedAtUnixMillis == right.CreatedAtUnixMillis && left.SpecialistPurpose == right.SpecialistPurpose && left.TaskEvaluationProfileID == right.TaskEvaluationProfileID && left.TaskEvaluationBindingID == right.TaskEvaluationBindingID && slices.Equal(left.TaskEvaluationCaseIDs, right.TaskEvaluationCaseIDs)
+}
+
 func (r *WorkRepository) LoadDispatchIntent(ctx context.Context, dispatchID string) (work.AgentDispatchIntent, error) {
 	var intent work.AgentDispatchIntent
-	err := r.pool.QueryRow(ctx, `SELECT dispatch_id,idempotency_key,delegation_id,run_id,implementation_id,implementation_revision,source_revision,worktree_id,verification_plan_ref,created_at_unix_millis FROM work.agent_dispatch_intents WHERE dispatch_id=$1`, dispatchID).Scan(&intent.DispatchID, &intent.IdempotencyKey, &intent.DelegationID, &intent.RunID, &intent.ImplementationID, &intent.ImplementationRevision, &intent.SourceRevision, &intent.WorktreeID, &intent.VerificationPlanRef, &intent.CreatedAtUnixMillis)
+	err := r.pool.QueryRow(ctx, `SELECT dispatch_id,idempotency_key,delegation_id,run_id,implementation_id,implementation_revision,source_revision,worktree_id,verification_plan_ref,created_at_unix_millis,specialist_purpose,task_evaluation_profile_id,task_evaluation_binding_id,task_evaluation_case_ids FROM work.agent_dispatch_intents WHERE dispatch_id=$1`, dispatchID).Scan(&intent.DispatchID, &intent.IdempotencyKey, &intent.DelegationID, &intent.RunID, &intent.ImplementationID, &intent.ImplementationRevision, &intent.SourceRevision, &intent.WorktreeID, &intent.VerificationPlanRef, &intent.CreatedAtUnixMillis, &intent.SpecialistPurpose, &intent.TaskEvaluationProfileID, &intent.TaskEvaluationBindingID, &intent.TaskEvaluationCaseIDs)
 	if err != nil {
 		return work.AgentDispatchIntent{}, fmt.Errorf("load dispatch intent: %w", err)
 	}
@@ -191,11 +196,11 @@ func (r *WorkRepository) SaveWorkGraph(ctx context.Context, graph work.WorkGraph
 		return err
 	}
 	defer tx.Rollback(ctx)
-	if _, err := tx.Exec(ctx, `INSERT INTO work.graphs(graph_id,revision,state,max_parallel,max_attempts) VALUES($1,$2,$3,$4,$5) ON CONFLICT(graph_id,revision) DO NOTHING`, graph.ID, graph.Revision, graph.State, graph.Budget.MaxParallel, graph.Budget.MaxAttempts); err != nil {
+	if _, err := tx.Exec(ctx, `INSERT INTO work.graphs(graph_id,revision,state,max_parallel,max_attempts,parent_graph_id,parent_graph_revision,trigger_evidence_ref) VALUES($1,$2,$3,$4,$5,$6,$7,$8) ON CONFLICT(graph_id,revision) DO NOTHING`, graph.ID, graph.Revision, graph.State, graph.Budget.MaxParallel, graph.Budget.MaxAttempts, graph.ParentGraphID, graph.ParentGraphRevision, graph.TriggerEvidenceRef); err != nil {
 		return err
 	}
 	for _, node := range graph.Nodes {
-		if _, err := tx.Exec(ctx, `INSERT INTO work.graph_nodes(graph_id,revision,node_id,dispatch_id,idempotency_key,state,attempts) VALUES($1,$2,$3,$4,$5,$6,$7) ON CONFLICT(graph_id,revision,node_id) DO NOTHING`, graph.ID, graph.Revision, node.ID, node.DispatchID, node.IdempotencyKey, node.State, node.Attempts); err != nil {
+		if _, err := tx.Exec(ctx, `INSERT INTO work.graph_nodes(graph_id,revision,node_id,dispatch_id,idempotency_key,state,attempts,purpose,task_profile_id,binding_id,case_ids) VALUES($1,$2,$3,$4,$5,$6,$7,$8,$9,$10,$11) ON CONFLICT(graph_id,revision,node_id) DO NOTHING`, graph.ID, graph.Revision, node.ID, node.DispatchID, node.IdempotencyKey, node.State, node.Attempts, node.Purpose, node.TaskProfileID, node.BindingID, node.CaseIDs); err != nil {
 			return err
 		}
 	}
@@ -209,17 +214,17 @@ func (r *WorkRepository) SaveWorkGraph(ctx context.Context, graph work.WorkGraph
 
 func (r *WorkRepository) LoadWorkGraph(ctx context.Context, graphID string, revision int64) (work.WorkGraph, error) {
 	var graph work.WorkGraph
-	err := r.pool.QueryRow(ctx, `SELECT graph_id,revision,state,max_parallel,max_attempts FROM work.graphs WHERE graph_id=$1 AND revision=$2`, graphID, revision).Scan(&graph.ID, &graph.Revision, &graph.State, &graph.Budget.MaxParallel, &graph.Budget.MaxAttempts)
+	err := r.pool.QueryRow(ctx, `SELECT graph_id,revision,state,max_parallel,max_attempts,parent_graph_id,parent_graph_revision,trigger_evidence_ref FROM work.graphs WHERE graph_id=$1 AND revision=$2`, graphID, revision).Scan(&graph.ID, &graph.Revision, &graph.State, &graph.Budget.MaxParallel, &graph.Budget.MaxAttempts, &graph.ParentGraphID, &graph.ParentGraphRevision, &graph.TriggerEvidenceRef)
 	if err != nil {
 		return work.WorkGraph{}, fmt.Errorf("load graph: %w", err)
 	}
-	rows, err := r.pool.Query(ctx, `SELECT node_id,dispatch_id,idempotency_key,state,attempts FROM work.graph_nodes WHERE graph_id=$1 AND revision=$2 ORDER BY node_id`, graphID, revision)
+	rows, err := r.pool.Query(ctx, `SELECT node_id,dispatch_id,idempotency_key,state,attempts,purpose,task_profile_id,binding_id,case_ids FROM work.graph_nodes WHERE graph_id=$1 AND revision=$2 ORDER BY node_id`, graphID, revision)
 	if err != nil {
 		return work.WorkGraph{}, err
 	}
 	for rows.Next() {
 		var node work.GraphNode
-		if err := rows.Scan(&node.ID, &node.DispatchID, &node.IdempotencyKey, &node.State, &node.Attempts); err != nil {
+		if err := rows.Scan(&node.ID, &node.DispatchID, &node.IdempotencyKey, &node.State, &node.Attempts, &node.Purpose, &node.TaskProfileID, &node.BindingID, &node.CaseIDs); err != nil {
 			rows.Close()
 			return work.WorkGraph{}, err
 		}

cmd/core-runtime/main.go

@@ -842,7 +842,13 @@ func main() {
 			http.Error(w, "invalid cognitive requirement", http.StatusBadRequest)
 			return
 		}
-		candidates, err := capabilityRepository.LoadCognitiveCandidates(r.Context(), requirement.CapabilityID, requirement.OwnerPrincipalID)
+		var candidates []capability.ResolvedCognitiveBinding
+		var err error
+		if requirement.TaskProfileID != "" {
+			candidates, err = capabilityRepository.LoadCognitiveCandidatesForProfile(r.Context(), requirement.CapabilityID, requirement.OwnerPrincipalID, requirement.TaskProfileID)
+		} else {
+			candidates, err = capabilityRepository.LoadCognitiveCandidates(r.Context(), requirement.CapabilityID, requirement.OwnerPrincipalID)
+		}
 		if err != nil {
 			http.Error(w, "cognitive registry unavailable", http.StatusServiceUnavailable)
 			return
@@ -891,6 +897,20 @@ func main() {
 		}
 		w.WriteHeader(http.StatusCreated)
 	})
+	mux.HandleFunc("POST /v1/cognitive-registry/task-evaluations", func(w http.ResponseWriter, r *http.Request) {
+		var value capability.TaskEvaluation
+		decoder := json.NewDecoder(io.LimitReader(r.Body, 64<<10))
+		decoder.DisallowUnknownFields()
+		if err := decoder.Decode(&value); err != nil || capabilitydomain.ValidateTaskEvaluation(value) != nil {
+			http.Error(w, "invalid task evaluation", http.StatusBadRequest)
+			return
+		}
+		if err := capabilityRepository.SaveTaskEvaluation(r.Context(), value); err != nil {
+			http.Error(w, "save task evaluation", http.StatusInternalServerError)
+			return
+		}
+		w.WriteHeader(http.StatusCreated)
+	})
 	mux.HandleFunc("POST /v1/creator/cognitive-canary", func(w http.ResponseWriter, r *http.Request) {
 		session, ok := authenticateCreator(w, r)
 		if !ok {

cmd/work-graph-runtime/main.go

@@ -7,9 +7,11 @@ import (
 	"log"
 	"net/http"
 	"os"
+	"time"
 
 	"git.cin.su/m/Assistant/adapters/postgres"
 	secretcontracts "git.cin.su/m/Assistant/contracts/secrets"
+	"git.cin.su/m/Assistant/contracts/work"
 	"git.cin.su/m/Assistant/modules/work/application"
 	"git.cin.su/m/Assistant/platform/secrets"
 	"git.cin.su/m/Assistant/runtime/health"
@@ -26,6 +28,10 @@ func main() {
 		log.Fatal(err)
 	}
 	defer repository.Close()
+	evidenceSink, err := newCoreTaskEvaluationSink(envOr("CORE_RUNTIME_URL", "http://core-runtime:8080"), &http.Client{Timeout: 12 * time.Second})
+	if err != nil {
+		log.Fatal(err)
+	}
 	mux := http.NewServeMux()
 	mux.Handle("/healthz", health.Handler{Runtime: "work-graph-runtime", SemanticGeneration: 1, ArchitectureGeneration: 1})
 	mux.Handle("/readyz", health.ReadinessHandler{Runtime: "work-graph-runtime", Probes: []health.Probe{{Name: "work-postgres", Check: func(ctx context.Context) error { return repository.Ping(ctx) }}}})
@@ -42,6 +48,19 @@ func main() {
 		}
 		writeJSON(w, map[string]any{"graph": graph, "scheduled_nodes": ready})
 	})
+	mux.HandleFunc("POST /v1/work-graphs/task-evaluations/schedule", func(w http.ResponseWriter, r *http.Request) {
+		var request application.TaskEvaluationScheduleRequest
+		if err := json.NewDecoder(http.MaxBytesReader(w, r.Body, 4<<20)).Decode(&request); err != nil {
+			http.Error(w, "invalid task evaluation graph request", http.StatusBadRequest)
+			return
+		}
+		graph, ready, err := application.AdmitAndScheduleTaskEvaluation(r.Context(), repository, request)
+		if err != nil {
+			http.Error(w, err.Error(), http.StatusUnprocessableEntity)
+			return
+		}
+		writeJSON(w, map[string]any{"graph": graph, "scheduled_nodes": ready})
+	})
 	mux.HandleFunc("POST /v1/work-graphs/complete", func(w http.ResponseWriter, r *http.Request) {
 		var request application.GraphCompleteRequest
 		if err := json.NewDecoder(http.MaxBytesReader(w, r.Body, 64<<10)).Decode(&request); err != nil {
@@ -55,6 +74,19 @@ func main() {
 		}
 		writeJSON(w, graph)
 	})
+	mux.HandleFunc("POST /v1/work-graphs/task-evaluations/callback", func(w http.ResponseWriter, r *http.Request) {
+		var request work.TaskEvaluationEvidenceCallback
+		if err := json.NewDecoder(http.MaxBytesReader(w, r.Body, 1<<20)).Decode(&request); err != nil {
+			http.Error(w, "invalid task evaluation callback", http.StatusBadRequest)
+			return
+		}
+		graph, err := application.CompleteTaskEvaluationNode(r.Context(), repository, evidenceSink, request)
+		if err != nil {
+			http.Error(w, err.Error(), http.StatusUnprocessableEntity)
+			return
+		}
+		writeJSON(w, graph)
+	})
 	mux.HandleFunc("POST /v1/work-graphs/synthesis", func(w http.ResponseWriter, r *http.Request) {
 		var request application.GraphSynthesisRequest
 		if err := json.NewDecoder(http.MaxBytesReader(w, r.Body, 4<<20)).Decode(&request); err != nil {
@@ -76,6 +108,13 @@ func main() {
 	log.Fatal(http.ListenAndServe(addr, mux))
 }
 
+func envOr(name, fallback string) string {
+	if value := os.Getenv(name); value != "" {
+		return value
+	}
+	return fallback
+}
+
 func writeJSON(w http.ResponseWriter, value any) {
 	w.Header().Set("Content-Type", "application/json")
 	_ = json.NewEncoder(w).Encode(value)

cmd/work-graph-runtime/task_evaluation_sink.go

@@ -0,0 +1,49 @@
+package main
+
+import (
+	"bytes"
+	"context"
+	"encoding/json"
+	"fmt"
+	"net/http"
+	"strings"
+
+	"git.cin.su/m/Assistant/contracts/capability"
+)
+
+type coreTaskEvaluationSink struct {
+	baseURL string
+	client  *http.Client
+}
+
+func newCoreTaskEvaluationSink(baseURL string, client *http.Client) (*coreTaskEvaluationSink, error) {
+	baseURL = strings.TrimRight(strings.TrimSpace(baseURL), "/")
+	if baseURL == "" {
+		return nil, fmt.Errorf("core runtime URL is required")
+	}
+	if client == nil {
+		client = http.DefaultClient
+	}
+	return &coreTaskEvaluationSink{baseURL: baseURL, client: client}, nil
+}
+
+func (s *coreTaskEvaluationSink) SaveTaskEvaluation(ctx context.Context, value capability.TaskEvaluation) error {
+	payload, err := json.Marshal(value)
+	if err != nil {
+		return err
+	}
+	request, err := http.NewRequestWithContext(ctx, http.MethodPost, s.baseURL+"/v1/cognitive-registry/task-evaluations", bytes.NewReader(payload))
+	if err != nil {
+		return err
+	}
+	request.Header.Set("Content-Type", "application/json")
+	response, err := s.client.Do(request)
+	if err != nil {
+		return err
+	}
+	defer response.Body.Close()
+	if response.StatusCode < 200 || response.StatusCode >= 300 {
+		return fmt.Errorf("save task evaluation: status %s", response.Status)
+	}
+	return nil
+}

contracts/capability/cognitive_registry.go

@@ -160,28 +160,32 @@ type CognitiveRequirement struct {
 	ExcludedBindingIDs   []CapabilityBindingID
 	Objective            SelectionObjective
 	MaxCostMicros        *int64
+	TaskProfileID        TaskEvaluationProfileID
 }
 
 // ResolvedCognitiveBinding is a provider-neutral invocation snapshot selected
 // by Capability. It contains references and declared metadata, never secrets.
 type ResolvedCognitiveBinding struct {
-	Binding     CognitiveBinding
-	Provider    ProviderInstance
-	Model       ModelDescriptor
-	Evaluation  *EvaluatedCapability
-	Performance *PerformanceEvidence
-	Rating      *ModelRating
+	Binding        CognitiveBinding
+	Provider       ProviderInstance
+	Model          ModelDescriptor
+	Evaluation     *EvaluatedCapability
+	Performance    *PerformanceEvidence
+	TaskEvaluation *TaskEvaluation
+	Rating         *ModelRating
 }
 
 // ModelRating is a derived, provider-neutral explanation of why an eligible
 // model is routed. It never grants qualification or activation authority.
 type ModelRating struct {
-	Category               ModelRatingCategory `json:"category"`
-	OverallScoreMillis     int64               `json:"overall_score_millis"`
-	QualityScoreMillis     int64               `json:"quality_score_millis"`
-	ReliabilityScoreMillis int64               `json:"reliability_score_millis"`
-	LatencyScoreMillis     int64               `json:"latency_score_millis"`
-	EvidenceScoreMillis    int64               `json:"evidence_score_millis"`
+	TaskProfileID          TaskEvaluationProfileID `json:"task_profile_id,omitempty"`
+	TaskScoreMillis        int64                   `json:"task_score_millis,omitempty"`
+	Category               ModelRatingCategory     `json:"category"`
+	OverallScoreMillis     int64                   `json:"overall_score_millis"`
+	QualityScoreMillis     int64                   `json:"quality_score_millis"`
+	ReliabilityScoreMillis int64                   `json:"reliability_score_millis"`
+	LatencyScoreMillis     int64                   `json:"latency_score_millis"`
+	EvidenceScoreMillis    int64                   `json:"evidence_score_millis"`
 }
 
 type CognitiveResultClass string

contracts/capability/task_evaluation.go

@@ -0,0 +1,102 @@
+package capability
+
+import (
+	"errors"
+
+	"git.cin.su/m/Assistant/contracts/artifact"
+	"git.cin.su/m/Assistant/platform/ids"
+)
+
+type TaskEvaluationProfileID ids.ID
+type TaskEvaluationID ids.ID
+type TaskEvaluationProfileStage string
+
+const (
+	TaskEvaluationGeneral    TaskEvaluationProfileStage = "GENERAL"
+	TaskEvaluationAdditional TaskEvaluationProfileStage = "ADDITIONAL"
+)
+
+// TaskEvaluationProfile is the extensible, provider-neutral description of a
+// task-specific qualification run. Case payloads live in Artifact; the
+// profile stores only stable case references and scoring policy.
+type TaskEvaluationProfile struct {
+	ID                      TaskEvaluationProfileID
+	Revision                int64
+	CapabilityID            CapabilityID
+	Stage                   TaskEvaluationProfileStage
+	ParentProfileID         TaskEvaluationProfileID
+	TriggerEvidenceRef      string
+	BenchmarkVersion        string
+	RequiredCaseIDs         []string
+	QualityWeightMillis     int64
+	ReliabilityWeightMillis int64
+	LatencyWeightMillis     int64
+}
+
+func (p TaskEvaluationProfile) Validate() error {
+	if p.ID == "" || p.Revision < 1 || p.CapabilityID == "" || (p.Stage != TaskEvaluationGeneral && p.Stage != TaskEvaluationAdditional) || p.BenchmarkVersion == "" || len(p.RequiredCaseIDs) == 0 {
+		return errors.New("task evaluation profile identity and cases are incomplete")
+	}
+	if p.Stage == TaskEvaluationGeneral && (p.ParentProfileID != "" || p.TriggerEvidenceRef != "") {
+		return errors.New("general task evaluation profile cannot have an expansion parent")
+	}
+	if p.Stage == TaskEvaluationAdditional && (p.ParentProfileID == "" || p.TriggerEvidenceRef == "") {
+		return errors.New("additional task evaluation profile requires parent and trigger evidence")
+	}
+	if p.QualityWeightMillis < 0 || p.ReliabilityWeightMillis < 0 || p.LatencyWeightMillis < 0 || p.QualityWeightMillis+p.ReliabilityWeightMillis+p.LatencyWeightMillis != 1000 {
+		return errors.New("task evaluation profile weights must be non-negative and sum to 1000")
+	}
+	seen := make(map[string]struct{}, len(p.RequiredCaseIDs))
+	for _, caseID := range p.RequiredCaseIDs {
+		if caseID == "" {
+			return errors.New("task evaluation profile contains an empty case")
+		}
+		if _, ok := seen[caseID]; ok {
+			return errors.New("task evaluation profile contains duplicate cases")
+		}
+		seen[caseID] = struct{}{}
+	}
+	return nil
+}
+
+// TaskEvaluationExpansionRequest is emitted after a task remains unresolved
+// with the current best eligible candidate. It creates only a bounded new
+// profile; it never silently rewrites the general benchmark.
+type TaskEvaluationExpansionRequest struct {
+	ParentProfileID    TaskEvaluationProfileID
+	CapabilityID       CapabilityID
+	TriggerEvidenceRef string
+	NewCaseIDs         []string
+	BenchmarkVersion   string
+}
+
+// TaskCaseObservation is produced by the bounded evaluator and verifier. A
+// score without a case result and evidence reference is not accepted as
+// qualification evidence.
+type TaskCaseObservation struct {
+	CaseID              string
+	Result              EvaluationResult
+	QualityScoreMillis  int64
+	LatencyMicros       int64
+	CriticalFailure     bool
+	EvidenceArtifactRef string
+}
+
+// TaskEvaluation is durable evidence for one model/binding revision under one
+// task profile. It is not activation authority.
+type TaskEvaluation struct {
+	ID                     TaskEvaluationID
+	ProfileID              TaskEvaluationProfileID
+	BindingID              CapabilityBindingID
+	BindingRevision        int64
+	CapabilityID           CapabilityID
+	Result                 EvaluationResult
+	QualityScoreMillis     int64
+	ReliabilityScoreMillis int64
+	LatencyScoreMillis     int64
+	OverallScoreMillis     int64
+	CriticalFailureMillis  int64
+	BenchmarkVersion       string
+	ArtifactID             artifact.ArtifactID
+	ObservedAtUnixMillis   int64
+}

contracts/work/graph.go

@@ -1,11 +1,17 @@
 package work
 
+import "git.cin.su/m/Assistant/contracts/capability"
+
 type GraphNodeID string
 
 type GraphState string
 type GraphNodeState string
+type GraphNodePurpose string
 
 const (
+	GraphNodePurposeTaskEvaluation GraphNodePurpose = "TASK_EVALUATION_SPECIALIST"
+	GraphNodePurposeGeneric        GraphNodePurpose = "GENERIC"
+
 	GraphDraft     GraphState = "DRAFT"
 	GraphAdmitted  GraphState = "ADMITTED"
 	GraphRunning   GraphState = "RUNNING"
@@ -31,11 +37,15 @@ type GraphBudget struct {
 }
 
 type GraphNode struct {
-	ID             GraphNodeID    `json:"id"`
-	DispatchID     string         `json:"dispatch_id"`
-	IdempotencyKey string         `json:"idempotency_key"`
-	State          GraphNodeState `json:"state"`
-	Attempts       int            `json:"attempts"`
+	ID             GraphNodeID                        `json:"id"`
+	DispatchID     string                             `json:"dispatch_id"`
+	IdempotencyKey string                             `json:"idempotency_key"`
+	State          GraphNodeState                     `json:"state"`
+	Attempts       int                                `json:"attempts"`
+	Purpose        GraphNodePurpose                   `json:"purpose,omitempty"`
+	TaskProfileID  capability.TaskEvaluationProfileID `json:"task_profile_id,omitempty"`
+	BindingID      capability.CapabilityBindingID     `json:"binding_id,omitempty"`
+	CaseIDs        []string                           `json:"case_ids,omitempty"`
 }
 
 type GraphEdge struct {
@@ -44,12 +54,42 @@ type GraphEdge struct {
 }
 
 type WorkGraph struct {
-	ID       string      `json:"id"`
-	Revision int64       `json:"revision"`
-	State    GraphState  `json:"state"`
-	Nodes    []GraphNode `json:"nodes"`
-	Edges    []GraphEdge `json:"edges"`
-	Budget   GraphBudget `json:"budget"`
+	ID                  string      `json:"id"`
+	Revision            int64       `json:"revision"`
+	State               GraphState  `json:"state"`
+	Nodes               []GraphNode `json:"nodes"`
+	Edges               []GraphEdge `json:"edges"`
+	Budget              GraphBudget `json:"budget"`
+	ParentGraphID       string      `json:"parent_graph_id,omitempty"`
+	ParentGraphRevision int64       `json:"parent_graph_revision,omitempty"`
+	TriggerEvidenceRef  string      `json:"trigger_evidence_ref,omitempty"`
+}
+
+// TaskEvaluationGraphRequest describes a durable fan-out. The graph contains
+// one specialist node per binding; each node receives the profile's bounded
+// cases and reports evidence back to Capability for fan-in aggregation.
+type TaskEvaluationGraphRequest struct {
+	GraphID             string                           `json:"graph_id"`
+	Profile             capability.TaskEvaluationProfile `json:"profile"`
+	BindingIDs          []capability.CapabilityBindingID `json:"binding_ids"`
+	DispatchIDs         []string                         `json:"dispatch_ids"`
+	IdempotencyPrefix   string                           `json:"idempotency_prefix"`
+	Budget              GraphBudget                      `json:"budget"`
+	ParentGraphID       string                           `json:"parent_graph_id,omitempty"`
+	ParentGraphRevision int64                            `json:"parent_graph_revision,omitempty"`
+	ParentGraphState    GraphState                       `json:"parent_graph_state,omitempty"`
+	TriggerEvidenceRef  string                           `json:"trigger_evidence_ref,omitempty"`
+}
+
+// TaskEvaluationEvidenceCallback is emitted by a specialist after it has
+// completed the bounded case set. Capability remains the evidence owner;
+// Work only advances its matching graph node after the evidence is accepted.
+type TaskEvaluationEvidenceCallback struct {
+	GraphID    string                    `json:"graph_id"`
+	Revision   int64                     `json:"revision"`
+	NodeID     GraphNodeID               `json:"node_id"`
+	Evaluation capability.TaskEvaluation `json:"evaluation"`
+	Succeeded  bool                      `json:"succeeded"`
 }
 
 type ResultCandidate struct {

contracts/work/lease.go

@@ -1,6 +1,10 @@
 package work
 
-import "time"
+import (
+	"time"
+
+	"git.cin.su/m/Assistant/contracts/capability"
+)
 
 type AgentLeaseID string
 type AgentFencingToken uint64
@@ -50,14 +54,18 @@ type IndependentVerification struct {
 }
 
 type AgentDispatchIntent struct {
-	DispatchID             string       `json:"dispatch_id"`
-	IdempotencyKey         string       `json:"idempotency_key"`
-	DelegationID           DelegationID `json:"delegation_id"`
-	RunID                  AgentRunID   `json:"run_id"`
-	ImplementationID       string       `json:"implementation_id"`
-	ImplementationRevision int64        `json:"implementation_revision"`
-	SourceRevision         string       `json:"source_revision"`
-	WorktreeID             string       `json:"worktree_id"`
-	VerificationPlanRef    string       `json:"verification_plan_ref"`
-	CreatedAtUnixMillis    int64        `json:"created_at_unix_millis"`
+	DispatchID              string                             `json:"dispatch_id"`
+	IdempotencyKey          string                             `json:"idempotency_key"`
+	DelegationID            DelegationID                       `json:"delegation_id"`
+	RunID                   AgentRunID                         `json:"run_id"`
+	ImplementationID        string                             `json:"implementation_id"`
+	ImplementationRevision  int64                              `json:"implementation_revision"`
+	SourceRevision          string                             `json:"source_revision"`
+	WorktreeID              string                             `json:"worktree_id"`
+	VerificationPlanRef     string                             `json:"verification_plan_ref"`
+	CreatedAtUnixMillis     int64                              `json:"created_at_unix_millis"`
+	SpecialistPurpose       string                             `json:"specialist_purpose,omitempty"`
+	TaskEvaluationProfileID capability.TaskEvaluationProfileID `json:"task_evaluation_profile_id,omitempty"`
+	TaskEvaluationBindingID capability.CapabilityBindingID     `json:"task_evaluation_binding_id,omitempty"`
+	TaskEvaluationCaseIDs   []string                           `json:"task_evaluation_case_ids,omitempty"`
 }

database/migrations/039_capability_task_evaluations.sql

@@ -0,0 +1,35 @@
+BEGIN;
+SET ROLE capability_role;
+
+CREATE TABLE IF NOT EXISTS capability.cognitive_task_evaluations (
+  evaluation_id TEXT PRIMARY KEY,
+  task_profile_id TEXT NOT NULL,
+  binding_id TEXT NOT NULL,
+  binding_revision BIGINT NOT NULL,
+  capability_id TEXT NOT NULL,
+  result TEXT NOT NULL,
+  quality_score_millis BIGINT NOT NULL,
+  reliability_score_millis BIGINT NOT NULL,
+  latency_score_millis BIGINT NOT NULL,
+  overall_score_millis BIGINT NOT NULL,
+  critical_failure_millis BIGINT NOT NULL,
+  benchmark_version TEXT NOT NULL,
+  artifact_id TEXT NOT NULL,
+  observed_at_unix_millis BIGINT NOT NULL,
+  recorded_at TIMESTAMPTZ NOT NULL DEFAULT CURRENT_TIMESTAMP,
+  CHECK (binding_revision > 0),
+  CHECK (result IN ('UNKNOWN','SUPPORTED','UNSUPPORTED')),
+  CHECK (quality_score_millis BETWEEN 0 AND 1000),
+  CHECK (reliability_score_millis BETWEEN 0 AND 1000),
+  CHECK (latency_score_millis BETWEEN 0 AND 1000),
+  CHECK (overall_score_millis BETWEEN 0 AND 1000),
+  CHECK (critical_failure_millis BETWEEN 0 AND 1000),
+  CHECK (observed_at_unix_millis > 0)
+);
+
+CREATE INDEX IF NOT EXISTS cognitive_task_evaluations_lookup
+  ON capability.cognitive_task_evaluations(task_profile_id, binding_id, binding_revision, observed_at_unix_millis DESC);
+
+GRANT SELECT, INSERT ON capability.cognitive_task_evaluations TO capability_role;
+RESET ROLE;
+COMMIT;

database/migrations/040_task_evaluation_dispatch.sql

@@ -0,0 +1,23 @@
+BEGIN;
+
+SET ROLE work_role;
+
+ALTER TABLE work.agent_dispatch_intents
+  ADD COLUMN IF NOT EXISTS specialist_purpose TEXT NOT NULL DEFAULT '',
+  ADD COLUMN IF NOT EXISTS task_evaluation_profile_id TEXT NOT NULL DEFAULT '',
+  ADD COLUMN IF NOT EXISTS task_evaluation_binding_id TEXT NOT NULL DEFAULT '',
+  ADD COLUMN IF NOT EXISTS task_evaluation_case_ids TEXT[] NOT NULL DEFAULT '{}';
+
+ALTER TABLE work.graphs
+  ADD COLUMN IF NOT EXISTS parent_graph_id TEXT NOT NULL DEFAULT '',
+  ADD COLUMN IF NOT EXISTS parent_graph_revision BIGINT NOT NULL DEFAULT 0,
+  ADD COLUMN IF NOT EXISTS trigger_evidence_ref TEXT NOT NULL DEFAULT '';
+
+ALTER TABLE work.graph_nodes
+  ADD COLUMN IF NOT EXISTS purpose TEXT NOT NULL DEFAULT 'GENERIC',
+  ADD COLUMN IF NOT EXISTS task_profile_id TEXT NOT NULL DEFAULT '',
+  ADD COLUMN IF NOT EXISTS binding_id TEXT NOT NULL DEFAULT '',
+  ADD COLUMN IF NOT EXISTS case_ids TEXT[] NOT NULL DEFAULT '{}';
+
+RESET ROLE;
+COMMIT;

dev/ACTIVE_TASK.json

@@ -1,5 +1,5 @@
 {
-  "task_file": "dev/tasks/DEV-000207-gpu-invocation-qualification.json",
-  "task_id": "DEV-000207",
+  "task_file": "dev/tasks/DEV-000211-task-evaluator-callback.json",
+  "task_id": "DEV-000211",
   "task_revision": 1
 }

dev/tasks/DEV-000208-task-aware-model-evaluation.json

@@ -0,0 +1,23 @@
+{
+  "task_id": "DEV-000208",
+  "task_revision": 1,
+  "architecture_revision": "ADR-0018",
+  "base_repo_revision": "b78a026ee169047feb8468f0799fa1b9f4e27562",
+  "risk_tier": "E",
+  "intent": "Make Domovoy's model qualification and routing task-aware through parallel durable specialist work: typed evaluation profiles/evidence, durable task scores, and explainable selection without hardware/provider heuristics.",
+  "requirement_ids": ["task-specific model evaluation", "parallel specialist evaluation", "no main execution thread", "model fleet/failover", "hardware-neutral routing", "explainable model rating"],
+  "allowed_change_scope": {"modules": ["capability", "core-runtime"], "paths": ["contracts/capability/**", "modules/capability/**", "adapters/postgres/capability_repository.go", "cmd/core-runtime/main.go", "database/migrations/039_capability_task_evaluations.sql", "tests/model_qualification/**", "dev/ACTIVE_TASK.json", "dev/tasks/DEV-000208-task-aware-model-evaluation.json"]},
+  "forbidden_change_scope": {"paths": ["architecture/**", "security/**", "deploy/**", ".gitea/**", "contracts/authority/**", "modules/identity/**"]},
+  "allowed_architecture_delta": {"new_cross_module_dependencies": 0, "new_canonical_owners": 0, "new_privileges": 0, "new_third_party_dependencies": 0, "new_database_owner_roles": 1},
+  "contracts": {"consume": ["CognitiveRequirement", "ResolvedCognitiveBinding", "existing capability evidence", "existing capability owner repository", "Work Graph durable fan-out/fan-in"], "may_change": ["task profile/evaluation contracts", "task-aware selection request/response serialization"]},
+  "semantic_owner": "capability",
+  "canonical_state": ["capability task evaluation evidence keyed by task profile and binding revision"],
+  "state_transitions": ["GENERAL profile -> first bounded evaluation", "unresolved task evidence -> ADDITIONAL profile with parent and trigger evidence", "profile result UNKNOWN -> SUPPORTED/UNSUPPORTED; evidence is append-only by binding revision", "task-aware requirement -> eligible candidates with explainable task rating", "evaluation request -> durable fan-out -> specialist evidence -> fan-in aggregate"],
+  "side_effects_and_privileges": ["core capability database role writes only; no provider calls and no secret access in this task"],
+  "persistence_and_migrations": ["039 adds capability.cognitive_task_evaluations owned by capability"],
+  "failure_retry_restart": ["missing, stale or unknown task evidence excludes a task-aware candidate; no score defaults to success", "one specialist failure does not block unrelated tasks; stale leases are recoverable and fan-in preserves partial/unknown state"],
+  "assumptions": ["a later Work Graph evaluation runner will produce per-case evidence; this task establishes the durable contract and routing gate", "the chat/request path never waits synchronously for the full evaluation graph"],
+  "acceptance_scenarios": ["general profile runs before additional profiles", "an unresolved task creates only a bounded additional profile linked to failure evidence", "task-aware requirement rejects a model without current supported task evidence", "task scores are included in explainable rating", "provider kind, endpoint and hardware do not affect score", "unknown/failed task evidence never silently becomes supported", "existing requirements without a task profile retain current behavior"],
+  "required_tests": ["go test", "go vet", "preflight", "check-diff", "check-architecture", "independent", "git diff --check", "migration/schema checks", "CI", "production public health check"],
+  "terminal_gap_states": ["BLOCKED_BY_SPEC_GAP", "BLOCKED_BY_ARCHITECTURE_GAP", "BLOCKED_BY_MISSING_CAPABILITY"]
+}

dev/tasks/DEV-000209-task-evaluator-work-graph.json

@@ -0,0 +1,23 @@
+{
+  "task_id": "DEV-000209",
+  "task_revision": 1,
+  "architecture_revision": "ADR-0018",
+  "base_repo_revision": "a82592a1300c06ed7a568c058faca6560e085ab3",
+  "risk_tier": "E",
+  "intent": "Create durable Work Graph plans for task-aware model evaluation: run the general profile first, fan out independent model specialists in parallel, and permit bounded additional profiles linked to unresolved evidence without blocking the chat path.",
+  "requirement_ids": ["general-first model evaluation", "parallel specialist evaluation", "bounded additional task tests", "fan-out/fan-in", "no synchronous chat blocking", "provider and hardware neutral"],
+  "allowed_change_scope": {"modules": ["work"], "paths": ["contracts/work/**", "modules/work/**", "cmd/work-graph-runtime/**", "tests/model_qualification/**", "dev/ACTIVE_TASK.json", "dev/tasks/DEV-000209-task-evaluator-work-graph.json"]},
+  "forbidden_change_scope": {"paths": ["architecture/**", "security/**", "deploy/**", "cmd/devctl/**", "modules/identity/**", "database/**"]},
+  "allowed_architecture_delta": {"new_cross_module_dependencies": 0, "new_canonical_owners": 0, "new_privileges": 0, "new_third_party_dependencies": 0, "new_database_owner_roles": 0},
+  "contracts": {"consume": ["capability.TaskEvaluationProfile", "capability.TaskEvaluationProfileStage", "capability.TaskEvaluationProfileID", "existing Work Graph schedule contract"], "may_change": ["typed Work Graph node purpose and task-evaluation planning contract"]},
+  "semantic_owner": "work",
+  "canonical_state": ["work-owned durable graph and node lifecycle; capability remains owner of model evaluation evidence"],
+  "state_transitions": ["GENERAL profile -> admitted evaluation graph", "eligible model bindings -> parallel specialist nodes", "all specialist nodes -> fan-in completion state", "ADDITIONAL profile -> a separate bounded graph linked by parent/trigger evidence"],
+  "side_effects_and_privileges": ["none; graph planning only, no provider calls and no secret access"],
+  "persistence_and_migrations": ["uses existing work graph persistence; no new schema"],
+  "failure_retry_restart": ["each specialist remains independently retryable through existing node attempts/leases; partial or unknown graph state is preserved", "invalid stage/parent linkage is rejected before scheduling"],
+  "assumptions": ["a later worker adapter executes each dispatched specialist and posts evidence to capability", "chat/request handlers enqueue the graph and return without waiting for all nodes"],
+  "acceptance_scenarios": ["additional profile cannot be scheduled as a replacement for general profile", "one node is created per binding and profile with independent dispatch identity", "parallel budget is retained for fan-out", "graph metadata is sufficient for a worker to identify profile, binding and specialist role", "provider kind, endpoint and hardware are absent from planning inputs"],
+  "required_tests": ["go test", "go vet", "preflight", "check-diff", "check-architecture", "independent", "git diff --check", "CI", "production public health check"],
+  "terminal_gap_states": ["BLOCKED_BY_SPEC_GAP", "BLOCKED_BY_ARCHITECTURE_GAP", "BLOCKED_BY_MISSING_CAPABILITY"]
+}

dev/tasks/DEV-000210-task-evaluator-worker.json

@@ -0,0 +1,23 @@
+{
+  "task_id": "DEV-000210",
+  "task_revision": 1,
+  "architecture_revision": "ADR-0018",
+  "base_repo_revision": "9a6ab6a9caf68e65f302c95ab0859b259122dacf",
+  "risk_tier": "E",
+  "intent": "Carry task-evaluation specialist metadata through durable dispatch, persistence and recovery so workers can execute bounded model cases and return evidence without losing profile lineage.",
+  "requirement_ids": ["worker execution context", "durable task metadata", "recovery-safe dispatch", "bounded case set", "no synchronous chat blocking"],
+  "allowed_change_scope": {"modules": ["work"], "paths": ["contracts/work/**", "modules/work/**", "adapters/postgres/work_repository.go", "cmd/agent-worker/**", "database/migrations/040_task_evaluation_dispatch.sql", "tests/model_qualification/**", "tests/agent_execution/**", "dev/ACTIVE_TASK.json", "dev/tasks/DEV-000210-task-evaluator-worker.json"]},
+  "forbidden_change_scope": {"paths": ["architecture/**", "security/**", "deploy/**", "cmd/devctl/**", "modules/identity/**", "modules/capability/**"]},
+  "allowed_architecture_delta": {"new_cross_module_dependencies": 0, "new_canonical_owners": 0, "new_privileges": 0, "new_third_party_dependencies": 0, "new_database_owner_roles": 1},
+  "contracts": {"consume": ["Work Graph task-evaluation node metadata", "AgentExecutionRequest/Result", "existing lease and recovery contract"], "may_change": ["typed dispatch task-evaluation metadata"]},
+  "semantic_owner": "work",
+  "canonical_state": ["work-owned dispatch metadata and graph lineage; capability remains owner of evaluation evidence"],
+  "state_transitions": ["graph specialist node -> enriched dispatch intent", "claimed dispatch -> executor receives profile/binding/cases", "stale claim -> recovery preserves task metadata for retry"],
+  "side_effects_and_privileges": ["work role migration only; no provider calls and no secret access added"],
+  "persistence_and_migrations": ["040 adds typed task metadata columns to existing work dispatch/graph tables"],
+  "failure_retry_restart": ["metadata is persisted before enqueue; idempotency conflict rejects divergent task context", "lease timeout/recovery does not erase profile or case references"],
+  "assumptions": ["an upcoming cognitive specialist executor uses the typed metadata to invoke the model gateway and post Capability evidence", "external bridge absence remains typed WAITING/local-fallback"],
+  "acceptance_scenarios": ["task graph dispatch carries profile, binding and all cases", "persist/load round trip preserves metadata", "divergent idempotency retry is rejected", "legacy non-task dispatch remains valid", "recovery path does not claim success"],
+  "required_tests": ["go test", "go vet", "preflight", "check-diff", "check-architecture", "independent", "git diff --check", "migration/schema checks", "CI", "production public health check"],
+  "terminal_gap_states": ["BLOCKED_BY_SPEC_GAP", "BLOCKED_BY_ARCHITECTURE_GAP", "BLOCKED_BY_MISSING_CAPABILITY"]
+}

dev/tasks/DEV-000211-task-evaluator-callback.json

@@ -0,0 +1,23 @@
+{
+  "task_id": "DEV-000211",
+  "task_revision": 1,
+  "architecture_revision": "ADR-0018",
+  "base_repo_revision": "6dec47c79163f456cf6b18085a268ebb2619c7bb",
+  "risk_tier": "E",
+  "intent": "Accept specialist task-evaluation evidence through a Work Graph callback: persist evidence through the Capability owner and complete the matching graph node only after typed lineage and revision checks pass.",
+  "requirement_ids": ["evidence callback", "fan-in completion", "owner-local persistence", "revision safety", "no cross-owner DB access"],
+  "allowed_change_scope": {"modules": ["work"], "paths": ["contracts/work/**", "modules/work/**", "cmd/work-graph-runtime/**", "tests/model_qualification/**", "tests/agent_execution/**", "dev/ACTIVE_TASK.json", "dev/tasks/DEV-000211-task-evaluator-callback.json"]},
+  "forbidden_change_scope": {"paths": ["architecture/**", "security/**", "deploy/**", "cmd/devctl/**", "modules/identity/**", "database/**", "modules/capability/**"]},
+  "allowed_architecture_delta": {"new_cross_module_dependencies": 0, "new_canonical_owners": 0, "new_privileges": 0, "new_third_party_dependencies": 0, "new_database_owner_roles": 0},
+  "contracts": {"consume": ["capability.TaskEvaluation", "existing Work Graph revision/completion contract", "Core Runtime capability evaluation HTTP boundary"], "may_change": ["typed task-evaluation callback contract"]},
+  "semantic_owner": "work for graph lifecycle; capability for evaluation evidence",
+  "canonical_state": ["Capability owns evaluation evidence; Work owns graph/node lifecycle and callback lineage"],
+  "state_transitions": ["specialist result -> callback received", "callback -> Capability evidence persisted", "persisted evidence -> matching node completion and graph fan-in"],
+  "side_effects_and_privileges": ["remote Core Runtime call through existing internal boundary; no direct foreign DB access and no new secrets"],
+  "persistence_and_migrations": ["uses existing capability task-evaluation and work graph persistence; no migration"],
+  "failure_retry_restart": ["Capability write failure leaves node incomplete and callback retryable", "stale graph revision is rejected; unknown/unsupported evaluation is not promoted by callback"],
+  "assumptions": ["specialist executor has already produced evidence and artifact references", "the callback is asynchronous and never blocks the chat request"],
+  "acceptance_scenarios": ["callback rejects non-task graph node", "callback rejects profile/binding lineage mismatch", "Capability write occurs before node completion", "sink failure leaves graph node unfinished", "valid callback advances graph fan-in", "duplicate evidence remains idempotent at Capability owner"],
+  "required_tests": ["go test", "go vet", "preflight", "check-diff", "check-architecture", "independent", "git diff --check", "CI", "production public health check"],
+  "terminal_gap_states": ["BLOCKED_BY_SPEC_GAP", "BLOCKED_BY_ARCHITECTURE_GAP", "BLOCKED_BY_MISSING_CAPABILITY"]
+}

modules/capability/domain/cognitive_registry.go

@@ -148,6 +148,9 @@ func SelectCognitiveBinding(requirement capability.CognitiveRequirement, candida
 		if candidate.Evaluation != nil && candidate.Evaluation.Result == capability.EvaluationUnsupported {
 			continue
 		}
+		if requirement.TaskProfileID != "" && (candidate.TaskEvaluation == nil || candidate.TaskEvaluation.ProfileID != requirement.TaskProfileID || candidate.TaskEvaluation.Result != capability.EvaluationSupported) {
+			continue
+		}
 		rating := RateCognitiveBinding(candidate)
 		candidate.Rating = &rating
 		if requirement.MaxCostMicros != nil {
@@ -171,6 +174,19 @@ func SelectCognitiveBinding(requirement capability.CognitiveRequirement, candida
 // evidence. Provider kind, endpoint name and hardware are intentionally not
 // inputs to the score.
 func RateCognitiveBinding(candidate capability.ResolvedCognitiveBinding) capability.ModelRating {
+	if candidate.TaskEvaluation != nil {
+		evaluation := candidate.TaskEvaluation
+		if evaluation.Result != capability.EvaluationSupported {
+			return capability.ModelRating{TaskProfileID: evaluation.ProfileID, Category: capability.ModelRatingUnrated}
+		}
+		category := capability.ModelRatingBalanced
+		if evaluation.OverallScoreMillis >= 850 && evaluation.QualityScoreMillis >= 800 {
+			category = capability.ModelRatingQuality
+		} else if evaluation.LatencyScoreMillis >= 800 && evaluation.OverallScoreMillis >= 700 {
+			category = capability.ModelRatingFast
+		}
+		return capability.ModelRating{TaskProfileID: evaluation.ProfileID, TaskScoreMillis: evaluation.OverallScoreMillis, Category: category, OverallScoreMillis: evaluation.OverallScoreMillis, QualityScoreMillis: evaluation.QualityScoreMillis, ReliabilityScoreMillis: evaluation.ReliabilityScoreMillis, LatencyScoreMillis: evaluation.LatencyScoreMillis, EvidenceScoreMillis: 1000}
+	}
 	if candidate.Evaluation == nil || candidate.Evaluation.Result != capability.EvaluationSupported || candidate.Evaluation.QualityScoreMillis == nil || candidate.Evaluation.CriticalFailureMillis == nil {
 		return capability.ModelRating{Category: capability.ModelRatingUnrated}
 	}

modules/capability/domain/task_evaluation.go

@@ -0,0 +1,106 @@
+package domain
+
+import (
+	"errors"
+
+	"git.cin.su/m/Assistant/contracts/artifact"
+	"git.cin.su/m/Assistant/contracts/capability"
+)
+
+var ErrInvalidTaskEvaluation = errors.New("invalid task evaluation")
+
+func BuildAdditionalTaskEvaluationProfile(parent capability.TaskEvaluationProfile, request capability.TaskEvaluationExpansionRequest, profileID capability.TaskEvaluationProfileID, revision int64) (capability.TaskEvaluationProfile, error) {
+	if err := parent.Validate(); err != nil || parent.Stage != capability.TaskEvaluationGeneral || request.ParentProfileID != parent.ID || request.CapabilityID != parent.CapabilityID || request.TriggerEvidenceRef == "" || len(request.NewCaseIDs) == 0 || profileID == "" || revision < 1 || request.BenchmarkVersion == "" {
+		return capability.TaskEvaluationProfile{}, ErrInvalidTaskEvaluation
+	}
+	known := make(map[string]struct{}, len(parent.RequiredCaseIDs))
+	for _, caseID := range parent.RequiredCaseIDs {
+		known[caseID] = struct{}{}
+	}
+	seen := make(map[string]struct{}, len(request.NewCaseIDs))
+	for _, caseID := range request.NewCaseIDs {
+		if caseID == "" {
+			return capability.TaskEvaluationProfile{}, ErrInvalidTaskEvaluation
+		}
+		if _, exists := known[caseID]; exists {
+			return capability.TaskEvaluationProfile{}, ErrInvalidTaskEvaluation
+		}
+		if _, exists := seen[caseID]; exists {
+			return capability.TaskEvaluationProfile{}, ErrInvalidTaskEvaluation
+		}
+		seen[caseID] = struct{}{}
+	}
+	return capability.TaskEvaluationProfile{ID: profileID, Revision: revision, CapabilityID: parent.CapabilityID, Stage: capability.TaskEvaluationAdditional, ParentProfileID: parent.ID, TriggerEvidenceRef: request.TriggerEvidenceRef, BenchmarkVersion: request.BenchmarkVersion, RequiredCaseIDs: append([]string(nil), request.NewCaseIDs...), QualityWeightMillis: parent.QualityWeightMillis, ReliabilityWeightMillis: parent.ReliabilityWeightMillis, LatencyWeightMillis: parent.LatencyWeightMillis}, nil
+}
+
+// BuildTaskEvaluation aggregates independently observed case results. It is
+// intentionally deterministic: no provider name, hardware label or caller
+// supplied aggregate score can influence the result.
+func BuildTaskEvaluation(profile capability.TaskEvaluationProfile, evaluationID capability.TaskEvaluationID, bindingID capability.CapabilityBindingID, bindingRevision int64, capabilityID capability.CapabilityID, observations []capability.TaskCaseObservation, artifactID artifact.ArtifactID, observedAtUnixMillis int64) (capability.TaskEvaluation, error) {
+	if err := profile.Validate(); err != nil || evaluationID == "" || bindingID == "" || bindingRevision < 1 || capabilityID == "" || capabilityID != profile.CapabilityID || artifactID == "" || observedAtUnixMillis < 1 || len(observations) != len(profile.RequiredCaseIDs) {
+		return capability.TaskEvaluation{}, ErrInvalidTaskEvaluation
+	}
+	required := make(map[string]struct{}, len(profile.RequiredCaseIDs))
+	for _, caseID := range profile.RequiredCaseIDs {
+		required[caseID] = struct{}{}
+	}
+	seen := make(map[string]struct{}, len(observations))
+	qualityTotal, latencyTotal, passed, critical := int64(0), int64(0), int64(0), int64(0)
+	unknown := false
+	unsupported := false
+	for _, observation := range observations {
+		if _, ok := required[observation.CaseID]; !ok {
+			return capability.TaskEvaluation{}, ErrInvalidTaskEvaluation
+		}
+		if _, ok := seen[observation.CaseID]; ok || observation.EvidenceArtifactRef == "" || observation.QualityScoreMillis < 0 || observation.QualityScoreMillis > 1000 || observation.LatencyMicros < 0 {
+			return capability.TaskEvaluation{}, ErrInvalidTaskEvaluation
+		}
+		seen[observation.CaseID] = struct{}{}
+		qualityTotal += observation.QualityScoreMillis
+		latencyTotal += observation.LatencyMicros
+		if observation.CriticalFailure {
+			critical++
+		}
+		switch observation.Result {
+		case capability.EvaluationSupported:
+			passed++
+		case capability.EvaluationUnsupported:
+			unsupported = true
+		case capability.EvaluationUnknown:
+			unknown = true
+		default:
+			return capability.TaskEvaluation{}, ErrInvalidTaskEvaluation
+		}
+	}
+	if len(seen) != len(required) {
+		return capability.TaskEvaluation{}, ErrInvalidTaskEvaluation
+	}
+	count := int64(len(observations))
+	quality := qualityTotal / count
+	reliability := passed * 1000 / count
+	latency := latencyScore(latencyTotal / count)
+	criticalMillis := critical * 1000 / count
+	overall := (quality*profile.QualityWeightMillis + reliability*profile.ReliabilityWeightMillis + latency*profile.LatencyWeightMillis) / 1000
+	result := capability.EvaluationSupported
+	if unknown {
+		result = capability.EvaluationUnknown
+	} else if unsupported {
+		result = capability.EvaluationUnsupported
+	}
+	return capability.TaskEvaluation{ID: evaluationID, ProfileID: profile.ID, BindingID: bindingID, BindingRevision: bindingRevision, CapabilityID: capabilityID, Result: result, QualityScoreMillis: quality, ReliabilityScoreMillis: reliability, LatencyScoreMillis: latency, OverallScoreMillis: overall, CriticalFailureMillis: criticalMillis, BenchmarkVersion: profile.BenchmarkVersion, ArtifactID: artifactID, ObservedAtUnixMillis: observedAtUnixMillis}, nil
+}
+
+func ValidateTaskEvaluation(value capability.TaskEvaluation) error {
+	if value.ID == "" || value.ProfileID == "" || value.BindingID == "" || value.BindingRevision < 1 || value.CapabilityID == "" || value.BenchmarkVersion == "" || value.ArtifactID == "" || value.ObservedAtUnixMillis < 1 {
+		return ErrInvalidTaskEvaluation
+	}
+	if value.Result != capability.EvaluationUnknown && value.Result != capability.EvaluationSupported && value.Result != capability.EvaluationUnsupported {
+		return ErrInvalidTaskEvaluation
+	}
+	for _, score := range []int64{value.QualityScoreMillis, value.ReliabilityScoreMillis, value.LatencyScoreMillis, value.OverallScoreMillis, value.CriticalFailureMillis} {
+		if score < 0 || score > 1000 {
+			return ErrInvalidTaskEvaluation
+		}
+	}
+	return nil
+}

modules/capability/domain/task_evaluation_test.go

@@ -0,0 +1,35 @@
+package domain
+
+import (
+	"testing"
+
+	"git.cin.su/m/Assistant/contracts/artifact"
+	"git.cin.su/m/Assistant/contracts/capability"
+)
+
+func TestBuildTaskEvaluationAggregatesOnlyProfileCases(t *testing.T) {
+	profile := capability.TaskEvaluationProfile{ID: "research-v1", Revision: 1, CapabilityID: "creator-advisory", Stage: capability.TaskEvaluationGeneral, BenchmarkVersion: "research-v1", RequiredCaseIDs: []string{"claim", "uncertainty"}, QualityWeightMillis: 600, ReliabilityWeightMillis: 300, LatencyWeightMillis: 100}
+	value, err := BuildTaskEvaluation(profile, "evaluation-1", "binding-1", 2, "creator-advisory", []capability.TaskCaseObservation{
+		{CaseID: "claim", Result: capability.EvaluationSupported, QualityScoreMillis: 900, LatencyMicros: 400_000, EvidenceArtifactRef: "artifact-case-1"},
+		{CaseID: "uncertainty", Result: capability.EvaluationSupported, QualityScoreMillis: 800, LatencyMicros: 600_000, EvidenceArtifactRef: "artifact-case-2"},
+	}, artifact.ArtifactID("artifact-summary"), 10)
+	if err != nil || value.Result != capability.EvaluationSupported || value.OverallScoreMillis == 0 || value.ProfileID != profile.ID {
+		t.Fatalf("evaluation=%+v err=%v", value, err)
+	}
+}
+
+func TestBuildTaskEvaluationDoesNotPromoteUnknown(t *testing.T) {
+	profile := capability.TaskEvaluationProfile{ID: "coding-v1", Revision: 1, CapabilityID: "creator-advisory", Stage: capability.TaskEvaluationGeneral, BenchmarkVersion: "coding-v1", RequiredCaseIDs: []string{"compile"}, QualityWeightMillis: 700, ReliabilityWeightMillis: 200, LatencyWeightMillis: 100}
+	value, err := BuildTaskEvaluation(profile, "evaluation-2", "binding-1", 2, "creator-advisory", []capability.TaskCaseObservation{{CaseID: "compile", Result: capability.EvaluationUnknown, QualityScoreMillis: 0, LatencyMicros: 0, EvidenceArtifactRef: "artifact-case"}}, artifact.ArtifactID("artifact-summary"), 11)
+	if err != nil || value.Result != capability.EvaluationUnknown {
+		t.Fatalf("evaluation=%+v err=%v", value, err)
+	}
+}
+
+func TestBuildAdditionalProfileRequiresUnresolvedEvidenceAndPreservesHistory(t *testing.T) {
+	parent := capability.TaskEvaluationProfile{ID: "general-v1", Revision: 1, CapabilityID: "creator-advisory", Stage: capability.TaskEvaluationGeneral, BenchmarkVersion: "general-v1", RequiredCaseIDs: []string{"general"}, QualityWeightMillis: 700, ReliabilityWeightMillis: 200, LatencyWeightMillis: 100}
+	profile, err := BuildAdditionalTaskEvaluationProfile(parent, capability.TaskEvaluationExpansionRequest{ParentProfileID: parent.ID, CapabilityID: parent.CapabilityID, TriggerEvidenceRef: "experience-unsolved-1", NewCaseIDs: []string{"edge-case"}, BenchmarkVersion: "additional-v1"}, "additional-v1", 1)
+	if err != nil || profile.Stage != capability.TaskEvaluationAdditional || profile.ParentProfileID != parent.ID || profile.RequiredCaseIDs[0] != "edge-case" {
+		t.Fatalf("profile=%+v err=%v", profile, err)
+	}
+}

modules/capability/ports/repository.go

@@ -18,6 +18,7 @@ type Repository interface {
 	SaveModelDescriptor(context.Context, capability.ModelDescriptor) error
 	SaveCognitiveBinding(context.Context, capability.CognitiveBinding) error
 	LoadCognitiveCandidates(context.Context, capability.CapabilityID, identity.PrincipalID) ([]capability.ResolvedCognitiveBinding, error)
+	LoadCognitiveCandidatesForProfile(context.Context, capability.CapabilityID, identity.PrincipalID, capability.TaskEvaluationProfileID) ([]capability.ResolvedCognitiveBinding, error)
 	LoadCognitiveCandidate(context.Context, capability.CapabilityBindingID, int64) (capability.ResolvedCognitiveBinding, error)
 	SaveCognitiveCanaryPromotion(context.Context, capability.CognitiveCanaryPromotion) error
 	SaveCognitiveActivationPromotion(context.Context, capability.CognitiveActivationPromotion) error
@@ -25,4 +26,5 @@ type Repository interface {
 	SaveCognitiveDiscovery(context.Context, capability.CognitiveDiscoveryRegistration) error
 	SaveEvaluatedCapability(context.Context, capability.EvaluatedCapability) error
 	SavePerformanceEvidence(context.Context, capability.PerformanceEvidence) error
+	SaveTaskEvaluation(context.Context, capability.TaskEvaluation) error
 }

modules/work/application/graph_runtime.go

@@ -11,6 +11,7 @@ import (
 )
 
 var ErrGraphDispatchBinding = errors.New("graph node dispatch binding is missing")
+var ErrTaskEvaluationCallbackMismatch = errors.New("task evaluation callback does not match graph node")
 
 type GraphScheduleRequest struct {
 	Graph   work.WorkGraph             `json:"graph"`
@@ -18,6 +19,12 @@ type GraphScheduleRequest struct {
 	Now     int64                      `json:"now_unix_millis"`
 }
 
+type TaskEvaluationScheduleRequest struct {
+	Plan    work.TaskEvaluationGraphRequest `json:"plan"`
+	Intents []work.AgentDispatchIntent      `json:"intents"`
+	Now     int64                           `json:"now_unix_millis"`
+}
+
 type GraphCompleteRequest struct {
 	GraphID   string           `json:"graph_id"`
 	Revision  int64            `json:"revision"`
@@ -36,6 +43,31 @@ type GraphSynthesisRequest struct {
 	Verified          bool                   `json:"verified"`
 }
 
+func CompleteTaskEvaluationNode(ctx context.Context, graphStore ports.GraphStore, evidenceSink ports.TaskEvaluationSink, request work.TaskEvaluationEvidenceCallback) (work.WorkGraph, error) {
+	if evidenceSink == nil || request.GraphID == "" || request.Revision < 1 || request.NodeID == "" || !request.Succeeded {
+		return work.WorkGraph{}, ErrTaskEvaluationCallbackMismatch
+	}
+	graph, err := graphStore.LoadWorkGraph(ctx, request.GraphID, request.Revision)
+	if err != nil {
+		return work.WorkGraph{}, err
+	}
+	matched := false
+	for _, node := range graph.Nodes {
+		if node.ID != request.NodeID {
+			continue
+		}
+		matched = node.Purpose == work.GraphNodePurposeTaskEvaluation && node.TaskProfileID == request.Evaluation.ProfileID && node.BindingID == request.Evaluation.BindingID
+		break
+	}
+	if !matched || request.Evaluation.BindingRevision < 1 || request.Evaluation.CapabilityID == "" {
+		return work.WorkGraph{}, ErrTaskEvaluationCallbackMismatch
+	}
+	if err := evidenceSink.SaveTaskEvaluation(ctx, request.Evaluation); err != nil {
+		return work.WorkGraph{}, err
+	}
+	return CompleteGraphNode(ctx, graphStore, request.GraphID, request.Revision, request.NodeID, true)
+}
+
 func SynthesizeGraph(ctx context.Context, store ports.GraphResultStore, request GraphSynthesisRequest) (work.ConflictSet, work.GraphSynthesisCandidate, error) {
 	conflict, synthesis, err := domain.BuildVerifiedGraphSynthesis(request.Conflict, request.Candidates, request.SelectedCandidate, request.VerifierRunID, request.VerifierIdentity, request.EvidenceRefs, request.Summary, request.Verified)
 	if err != nil {
@@ -105,6 +137,32 @@ func AdmitAndSchedule(ctx context.Context, store ports.GraphStore, request Graph
 	return next, ready, nil
 }
 
+// AdmitAndScheduleTaskEvaluation creates the durable general-first or
+// bounded-expansion fan-out before handing it to the existing graph scheduler.
+// The request path only persists/enqueues work; specialist execution happens
+// independently through the dispatch workers.
+func AdmitAndScheduleTaskEvaluation(ctx context.Context, store ports.GraphStore, request TaskEvaluationScheduleRequest) (work.WorkGraph, []work.GraphNodeID, error) {
+	graph, err := domain.BuildTaskEvaluationGraph(request.Plan)
+	if err != nil {
+		return work.WorkGraph{}, nil, err
+	}
+	intents := make([]work.AgentDispatchIntent, len(request.Intents))
+	copy(intents, request.Intents)
+	for i := range intents {
+		for _, node := range graph.Nodes {
+			if node.DispatchID != intents[i].DispatchID {
+				continue
+			}
+			intents[i].SpecialistPurpose = string(node.Purpose)
+			intents[i].TaskEvaluationProfileID = node.TaskProfileID
+			intents[i].TaskEvaluationBindingID = node.BindingID
+			intents[i].TaskEvaluationCaseIDs = append([]string(nil), node.CaseIDs...)
+			break
+		}
+	}
+	return AdmitAndSchedule(ctx, store, GraphScheduleRequest{Graph: graph, Intents: intents, Now: request.Now})
+}
+
 func CompleteGraphNode(ctx context.Context, store ports.GraphStore, graphID string, revision int64, nodeID work.GraphNodeID, success bool) (work.WorkGraph, error) {
 	graph, err := store.LoadWorkGraph(ctx, graphID, revision)
 	if err != nil {

modules/work/application/task_evaluation_callback_test.go

@@ -0,0 +1,80 @@
+package application
+
+import (
+	"context"
+	"errors"
+	"testing"
+
+	"git.cin.su/m/Assistant/contracts/capability"
+	"git.cin.su/m/Assistant/contracts/work"
+)
+
+type callbackGraphStore struct {
+	graph work.WorkGraph
+	saves int
+}
+
+func (s *callbackGraphStore) SaveWorkGraph(_ context.Context, graph work.WorkGraph) error {
+	s.graph = graph
+	s.saves++
+	return nil
+}
+func (s *callbackGraphStore) LoadWorkGraph(context.Context, string, int64) (work.WorkGraph, error) {
+	return s.graph, nil
+}
+func (s *callbackGraphStore) SaveDispatchIntent(context.Context, work.AgentDispatchIntent) error {
+	return nil
+}
+func (s *callbackGraphStore) EnqueueDispatch(context.Context, work.AgentDispatchQueueItem) error {
+	return nil
+}
+
+type callbackSink struct {
+	evaluation capability.TaskEvaluation
+	err        error
+}
+
+func (s *callbackSink) SaveTaskEvaluation(_ context.Context, value capability.TaskEvaluation) error {
+	s.evaluation = value
+	return s.err
+}
+
+func callbackRequest() (work.WorkGraph, work.TaskEvaluationEvidenceCallback) {
+	graph := work.WorkGraph{ID: "graph-1", Revision: 1, State: work.GraphRunning, Budget: work.GraphBudget{MaxParallel: 1, MaxAttempts: 1}, Nodes: []work.GraphNode{{ID: "node-1", DispatchID: "dispatch-1", IdempotencyKey: "idem-1", State: work.GraphNodeRunning, Purpose: work.GraphNodePurposeTaskEvaluation, TaskProfileID: "profile-1", BindingID: "binding-1"}}}
+	evaluation := capability.TaskEvaluation{ID: "evaluation-1", ProfileID: "profile-1", BindingID: "binding-1", BindingRevision: 2, CapabilityID: "capability-1", Result: capability.EvaluationSupported}
+	return graph, work.TaskEvaluationEvidenceCallback{GraphID: "graph-1", Revision: 1, NodeID: "node-1", Evaluation: evaluation, Succeeded: true}
+}
+
+func TestCompleteTaskEvaluationPersistsEvidenceBeforeGraphCompletion(t *testing.T) {
+	graph, callback := callbackRequest()
+	store := &callbackGraphStore{graph: graph}
+	sink := &callbackSink{}
+	completed, err := CompleteTaskEvaluationNode(context.Background(), store, sink, callback)
+	if err != nil {
+		t.Fatal(err)
+	}
+	if sink.evaluation.ID != "evaluation-1" || store.saves != 1 || completed.State != work.GraphCompleted || completed.Nodes[0].State != work.GraphNodeSuccess {
+		t.Fatalf("callback did not complete in order: evaluation=%+v saves=%d graph=%+v", sink.evaluation, store.saves, completed)
+	}
+}
+
+func TestCompleteTaskEvaluationLeavesNodeOpenWhenCapabilityRejectsEvidence(t *testing.T) {
+	graph, callback := callbackRequest()
+	store := &callbackGraphStore{graph: graph}
+	sink := &callbackSink{err: errors.New("capability unavailable")}
+	if _, err := CompleteTaskEvaluationNode(context.Background(), store, sink, callback); err == nil {
+		t.Fatal("expected capability failure")
+	}
+	if store.saves != 0 {
+		t.Fatalf("graph was advanced after capability failure: saves=%d", store.saves)
+	}
+}
+
+func TestCompleteTaskEvaluationRejectsLineageMismatch(t *testing.T) {
+	graph, callback := callbackRequest()
+	callback.Evaluation.ProfileID = "profile-other"
+	store := &callbackGraphStore{graph: graph}
+	if _, err := CompleteTaskEvaluationNode(context.Background(), store, &callbackSink{}, callback); !errors.Is(err, ErrTaskEvaluationCallbackMismatch) {
+		t.Fatalf("expected lineage rejection, got %v", err)
+	}
+}

modules/work/application/task_evaluation_dispatch_test.go

@@ -0,0 +1,46 @@
+package application
+
+import (
+	"context"
+	"testing"
+
+	"git.cin.su/m/Assistant/contracts/capability"
+	"git.cin.su/m/Assistant/contracts/work"
+)
+
+type taskGraphStore struct {
+	graph   work.WorkGraph
+	intents []work.AgentDispatchIntent
+}
+
+func (s *taskGraphStore) SaveWorkGraph(_ context.Context, graph work.WorkGraph) error {
+	s.graph = graph
+	return nil
+}
+func (s *taskGraphStore) LoadWorkGraph(context.Context, string, int64) (work.WorkGraph, error) {
+	return s.graph, nil
+}
+func (s *taskGraphStore) SaveDispatchIntent(_ context.Context, intent work.AgentDispatchIntent) error {
+	s.intents = append(s.intents, intent)
+	return nil
+}
+func (s *taskGraphStore) EnqueueDispatch(context.Context, work.AgentDispatchQueueItem) error {
+	return nil
+}
+
+func TestAdmitAndScheduleTaskEvaluationCarriesSpecialistContext(t *testing.T) {
+	store := &taskGraphStore{}
+	request := TaskEvaluationScheduleRequest{
+		Plan: work.TaskEvaluationGraphRequest{
+			GraphID: "graph-task", Profile: capability.TaskEvaluationProfile{ID: "profile-general", Revision: 1, CapabilityID: "capability-chat", Stage: capability.TaskEvaluationGeneral, BenchmarkVersion: "general-v1", RequiredCaseIDs: []string{"case-a", "case-b"}, QualityWeightMillis: 600, ReliabilityWeightMillis: 300, LatencyWeightMillis: 100},
+			BindingIDs: []capability.CapabilityBindingID{"binding-a"}, DispatchIDs: []string{"dispatch-a"}, IdempotencyPrefix: "eval", Budget: work.GraphBudget{MaxParallel: 1, MaxAttempts: 2},
+		},
+		Intents: []work.AgentDispatchIntent{{DispatchID: "dispatch-a", IdempotencyKey: "idem-a", DelegationID: "delegation-a", RunID: "run-a", ImplementationID: "impl", ImplementationRevision: 1, SourceRevision: "source", WorktreeID: "tree", VerificationPlanRef: "verify", CreatedAtUnixMillis: 1}},
+	}
+	if _, _, err := AdmitAndScheduleTaskEvaluation(context.Background(), store, request); err != nil {
+		t.Fatal(err)
+	}
+	if len(store.intents) != 1 || store.intents[0].TaskEvaluationProfileID != "profile-general" || store.intents[0].TaskEvaluationBindingID != "binding-a" || len(store.intents[0].TaskEvaluationCaseIDs) != 2 || store.intents[0].SpecialistPurpose != string(work.GraphNodePurposeTaskEvaluation) {
+		t.Fatalf("specialist context was not carried into dispatch: %+v", store.intents)
+	}
+}

modules/work/domain/task_evaluation_graph.go

@@ -0,0 +1,62 @@
+package domain
+
+import (
+	"errors"
+	"fmt"
+
+	"git.cin.su/m/Assistant/contracts/capability"
+	"git.cin.su/m/Assistant/contracts/work"
+)
+
+var ErrInvalidTaskEvaluationGraph = errors.New("invalid task evaluation graph request")
+
+// BuildTaskEvaluationGraph turns one bounded profile into durable specialist
+// nodes. It deliberately has no provider, endpoint or hardware inputs: those
+// are resolved later by the cognitive worker for each binding.
+func BuildTaskEvaluationGraph(request work.TaskEvaluationGraphRequest) (work.WorkGraph, error) {
+	if request.GraphID == "" || request.IdempotencyPrefix == "" || len(request.BindingIDs) == 0 || len(request.BindingIDs) != len(request.DispatchIDs) || request.Budget.MaxParallel < 1 || request.Budget.MaxAttempts < 1 {
+		return work.WorkGraph{}, ErrInvalidTaskEvaluationGraph
+	}
+	if err := request.Profile.Validate(); err != nil {
+		return work.WorkGraph{}, ErrInvalidTaskEvaluationGraph
+	}
+	if request.Profile.Stage == capability.TaskEvaluationGeneral {
+		if request.ParentGraphID != "" || request.ParentGraphRevision != 0 || request.ParentGraphState != "" || request.TriggerEvidenceRef != "" {
+			return work.WorkGraph{}, ErrInvalidTaskEvaluationGraph
+		}
+	} else {
+		if request.ParentGraphID == "" || request.ParentGraphRevision < 1 || request.TriggerEvidenceRef == "" || (request.ParentGraphState != work.GraphCompleted && request.ParentGraphState != work.GraphPartial) {
+			return work.WorkGraph{}, ErrInvalidTaskEvaluationGraph
+		}
+		if request.Profile.ParentProfileID == "" {
+			return work.WorkGraph{}, ErrInvalidTaskEvaluationGraph
+		}
+	}
+	seenBindings := make(map[capability.CapabilityBindingID]struct{}, len(request.BindingIDs))
+	seenDispatches := make(map[string]struct{}, len(request.DispatchIDs))
+	nodes := make([]work.GraphNode, 0, len(request.BindingIDs))
+	for i, bindingID := range request.BindingIDs {
+		if bindingID == "" || request.DispatchIDs[i] == "" {
+			return work.WorkGraph{}, ErrInvalidTaskEvaluationGraph
+		}
+		if _, ok := seenBindings[bindingID]; ok {
+			return work.WorkGraph{}, ErrInvalidTaskEvaluationGraph
+		}
+		if _, ok := seenDispatches[request.DispatchIDs[i]]; ok {
+			return work.WorkGraph{}, ErrInvalidTaskEvaluationGraph
+		}
+		seenBindings[bindingID] = struct{}{}
+		seenDispatches[request.DispatchIDs[i]] = struct{}{}
+		nodes = append(nodes, work.GraphNode{
+			ID:             work.GraphNodeID(fmt.Sprintf("%s-node-%d", request.GraphID, i+1)),
+			DispatchID:     request.DispatchIDs[i],
+			IdempotencyKey: fmt.Sprintf("%s:%s:%d", request.IdempotencyPrefix, bindingID, request.Profile.Revision),
+			State:          work.GraphNodeBlocked,
+			Purpose:        work.GraphNodePurposeTaskEvaluation,
+			TaskProfileID:  request.Profile.ID,
+			BindingID:      bindingID,
+			CaseIDs:        append([]string(nil), request.Profile.RequiredCaseIDs...),
+		})
+	}
+	return work.WorkGraph{ID: request.GraphID, Revision: 1, State: work.GraphDraft, Nodes: nodes, Budget: request.Budget, ParentGraphID: request.ParentGraphID, ParentGraphRevision: request.ParentGraphRevision, TriggerEvidenceRef: request.TriggerEvidenceRef}, nil
+}

modules/work/domain/task_evaluation_graph_test.go

@@ -0,0 +1,52 @@
+package domain
+
+import (
+	"testing"
+
+	"git.cin.su/m/Assistant/contracts/capability"
+	"git.cin.su/m/Assistant/contracts/work"
+)
+
+func evaluationGraphRequest(stage capability.TaskEvaluationProfileStage) work.TaskEvaluationGraphRequest {
+	profile := capability.TaskEvaluationProfile{ID: "profile-1", Revision: 1, CapabilityID: "capability-1", Stage: stage, BenchmarkVersion: "general-v1", RequiredCaseIDs: []string{"case-a", "case-b"}, QualityWeightMillis: 600, ReliabilityWeightMillis: 300, LatencyWeightMillis: 100}
+	request := work.TaskEvaluationGraphRequest{GraphID: "graph-1", Profile: profile, BindingIDs: []capability.CapabilityBindingID{"binding-a", "binding-b"}, DispatchIDs: []string{"dispatch-a", "dispatch-b"}, IdempotencyPrefix: "task-eval", Budget: work.GraphBudget{MaxParallel: 2, MaxAttempts: 2}}
+	if stage == capability.TaskEvaluationAdditional {
+		request.Profile.ParentProfileID = "profile-general"
+		request.Profile.TriggerEvidenceRef = "artifact:unresolved-1"
+		request.Profile.Stage = capability.TaskEvaluationAdditional
+		request.ParentGraphID, request.ParentGraphRevision, request.ParentGraphState, request.TriggerEvidenceRef = "graph-general", 2, work.GraphPartial, "artifact:unresolved-1"
+	}
+	return request
+}
+
+func TestBuildTaskEvaluationGraphFansOutOneNodePerBinding(t *testing.T) {
+	graph, err := BuildTaskEvaluationGraph(evaluationGraphRequest(capability.TaskEvaluationGeneral))
+	if err != nil {
+		t.Fatal(err)
+	}
+	if len(graph.Nodes) != 2 || graph.Nodes[0].Purpose != work.GraphNodePurposeTaskEvaluation || graph.Nodes[0].TaskProfileID != "profile-1" || len(graph.Nodes[0].CaseIDs) != 2 {
+		t.Fatalf("unexpected task graph nodes: %+v", graph.Nodes)
+	}
+	if graph.ParentGraphID != "" || graph.TriggerEvidenceRef != "" {
+		t.Fatalf("general graph unexpectedly has expansion lineage: %+v", graph)
+	}
+}
+
+func TestBuildTaskEvaluationGraphRequiresCompletedOrPartialGeneralParent(t *testing.T) {
+	request := evaluationGraphRequest(capability.TaskEvaluationAdditional)
+	request.ParentGraphState = work.GraphRunning
+	if _, err := BuildTaskEvaluationGraph(request); err == nil {
+		t.Fatal("expected additional graph to require a finished parent graph")
+	}
+}
+
+func TestBuildTaskEvaluationGraphRejectsGeneralReplacement(t *testing.T) {
+	request := evaluationGraphRequest(capability.TaskEvaluationGeneral)
+	request.ParentGraphID = "old-graph"
+	request.ParentGraphRevision = 2
+	request.ParentGraphState = work.GraphPartial
+	request.TriggerEvidenceRef = "artifact:unresolved"
+	if _, err := BuildTaskEvaluationGraph(request); err == nil {
+		t.Fatal("expected general graph replacement to be rejected")
+	}
+}

modules/work/ports/graph.go

@@ -3,6 +3,7 @@ package ports
 import (
 	"context"
 
+	"git.cin.su/m/Assistant/contracts/capability"
 	"git.cin.su/m/Assistant/contracts/work"
 )
 
@@ -16,3 +17,9 @@ type GraphStore interface {
 type GraphResultStore interface {
 	SaveGraphSynthesis(context.Context, work.ConflictSet, []work.ResultCandidate, work.GraphSynthesisCandidate) error
 }
+
+// TaskEvaluationSink is a remote-capable boundary to Capability's owner.
+// Work never writes the capability schema directly.
+type TaskEvaluationSink interface {
+	SaveTaskEvaluation(context.Context, capability.TaskEvaluation) error
+}

tests/agent_execution/task_evaluation_dispatch_sql_test.go

@@ -0,0 +1,20 @@
+package agent_execution
+
+import (
+	"os"
+	"strings"
+	"testing"
+)
+
+func TestTaskEvaluationDispatchMigrationPersistsWorkerContext(t *testing.T) {
+	payload, err := os.ReadFile("../../database/migrations/040_task_evaluation_dispatch.sql")
+	if err != nil {
+		t.Fatal(err)
+	}
+	sql := strings.ToLower(string(payload))
+	for _, marker := range []string{"work.agent_dispatch_intents", "specialist_purpose", "task_evaluation_profile_id", "task_evaluation_binding_id", "task_evaluation_case_ids", "work.graphs", "parent_graph_id", "work.graph_nodes", "case_ids", "set role work_role"} {
+		if !strings.Contains(sql, strings.ToLower(marker)) {
+			t.Fatalf("migration missing %q", marker)
+		}
+	}
+}