Files
noema/tests/m1/m1_test.go
T
Andy Dixon 9eb873cbe6 feat: add goals, drives, affect state, predictions and curiosity
Phase 9. Goals form a mind-scoped tree with kind, priority, progress and
blockers; their deterministic relevance to a candidate feeds the
goal_relevance attention feature and a goal monitor raises stalled goals
and observations that touch one. Drives are a closed set of eight
scalars with operator-configured ranges and personality-derived
baselines; there is no self-preservation, replication or acquisition
drive and no way to add one at runtime. Affect is ten scalars moved by an
explicit rule table over events and decaying towards baseline; both
modulate attention weights each cycle and the effective weights are
recorded with every cycle and shown beside the configured ones.

Predictions carry a window and machine-checkable criteria (event terms
occurring or staying absent, a belief reaching a confidence, or operator
judgement). A resolver job judges them deterministically, keeps an
append-only outcome history for calibration (accuracy, Brier score,
confidence buckets, overconfidence flag), emits prediction_error events
scaled by how confident the miss was, and feeds the outcome back into the
linked belief as evidence. Causal hypotheses derive predictions
automatically. Curiosity turns misses, contradictions and unexplained
observations into questions that compete for attention and become
investigation goals when admitted.

Brain gains after-cycle hooks and goal/motivation state. API, UI (goals,
prediction dashboard, cognitive state panel, effective weights) and CLI
(goal, prediction, state). Demo scenario 4 verified end to end.
2026-06-27 20:41:03 +01:00

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// Package m1 is the acceptance test for the first usable milestone: start,
// log in, create a mind, shape its personality, configure a model, chat,
// watch events, inspect working memory, the workspace, memories, beliefs and
// provenance, restart, and continue the same mind.
package m1
import (
"context"
"encoding/json"
"fmt"
"log/slog"
"net/http"
"net/http/httptest"
"strings"
"testing"
"time"
"github.com/andydixon/noema/internal/api"
"github.com/andydixon/noema/internal/app"
"github.com/andydixon/noema/internal/audit"
"github.com/andydixon/noema/internal/auth"
"github.com/andydixon/noema/internal/beliefs"
"github.com/andydixon/noema/internal/brain"
"github.com/andydixon/noema/internal/cognition"
"github.com/andydixon/noema/internal/config"
"github.com/andydixon/noema/internal/conversation"
evstore "github.com/andydixon/noema/internal/events"
"github.com/andydixon/noema/internal/goals"
"github.com/andydixon/noema/internal/llm"
"github.com/andydixon/noema/internal/llm/prompts"
"github.com/andydixon/noema/internal/llm/router"
"github.com/andydixon/noema/internal/memory"
"github.com/andydixon/noema/internal/minds"
"github.com/andydixon/noema/internal/motivation"
"github.com/andydixon/noema/internal/observability"
"github.com/andydixon/noema/internal/predictions"
"github.com/andydixon/noema/internal/scheduler"
"github.com/andydixon/noema/internal/security/secrets"
"github.com/andydixon/noema/internal/storage"
"github.com/andydixon/noema/migrations"
"github.com/andydixon/noema/pkg/events"
)
type harness struct {
t *testing.T
deps app.Deps
group *scheduler.Group
srv *httptest.Server
token string
}
// start assembles the daemon the way cmd/noemad does, with a fake model.
func start(t *testing.T, deps app.Deps, perceive, respond llm.LanguageModel) *harness {
t.Helper()
ctx := context.Background()
group := scheduler.NewGroup(ctx, deps.Log)
registry := brain.NewRegistry().AddProcess(cognition.Attend{}).AddProcess(cognition.Retrieve{}).AddProcess(cognition.Associate{}).AddProcess(cognition.Perceive{}).
AddProcess(cognition.GoalMonitor{}).AddProcess(cognition.Curiosity{}).AddHook(cognition.MotivationHook{Store: deps.Motivation})
cognition.Handlers{Memory: deps.Memory, Beliefs: deps.Beliefs, Conversations: deps.Conversations}.Register(registry)
deps.LLM.Override = map[llm.Role]llm.LanguageModel{llm.RolePerceive: perceive, llm.RoleRespond: respond}
deps.Brain = brain.NewManager(brain.Config{DB: deps.DB, Events: deps.Events, Minds: deps.Minds, Registry: registry, Pool: scheduler.NewPool(4), Log: deps.Log, Metrics: deps.Metrics,
Services: brain.Services{Events: deps.Events, Memory: deps.Memory, Beliefs: deps.Beliefs, LLM: deps.LLM, Prompts: deps.Prompts, Goals: deps.Goals, Motivation: deps.Motivation, Predictions: deps.Predictions}}, group)
if err := deps.Brain.Start(ctx); err != nil {
t.Fatal(err)
}
s := api.New(deps, nil)
h := &harness{t: t, deps: deps, group: group, srv: httptest.NewServer(s.Handler())}
return h
}
func (h *harness) stop() {
h.srv.Close()
h.group.Stop()
}
func (h *harness) do(method, path string, body any, out any) int {
h.t.Helper()
var rd *strings.Reader
if body != nil {
b, _ := json.Marshal(body)
rd = strings.NewReader(string(b))
} else {
rd = strings.NewReader("")
}
req, _ := http.NewRequest(method, h.srv.URL+path, rd)
req.Header.Set("Authorization", "Bearer "+h.token)
req.Header.Set("Content-Type", "application/json")
res, err := http.DefaultClient.Do(req)
if err != nil {
h.t.Fatal(err)
}
defer res.Body.Close()
if out != nil {
json.NewDecoder(res.Body).Decode(out) //nolint:errcheck
}
return res.StatusCode
}
func TestFirstMilestone(t *testing.T) {
pool := storage.TestPool(t, migrations.FS)
ctx := context.Background()
log := slog.New(slog.DiscardHandler)
cfg := config.Defaults()
cfg.DatabaseURL = "postgres://test"
sec, _ := secrets.New("")
llmStore := router.NewStore(pool)
deps := app.Deps{Config: cfg, Log: log, DB: pool, Auth: auth.NewService(pool, time.Hour, 2*time.Hour), Audit: audit.New(pool, log), Metrics: observability.NewMetrics(),
Minds: minds.NewStore(pool), Events: evstore.NewStore(pool, evstore.NewBus(64), nil), Memory: memory.NewStore(ctx, pool, nil), Beliefs: beliefs.NewStore(pool),
Conversations: conversation.NewStore(pool), Goals: goals.NewStore(pool), Motivation: motivation.NewStore(pool), Predictions: predictions.NewStore(pool), Secrets: sec, LLMStore: llmStore, LLM: router.NewRouter(llmStore, sec, log, nil, 2), Prompts: prompts.NewStore(pool), Migrations: migrations.FS, Started: time.Now()}
deps.Resolver = &predictions.Resolver{Store: deps.Predictions, Events: deps.Events, Beliefs: deps.Beliefs, Log: log}
if _, err := deps.Prompts.SeedDefaults(ctx); err != nil {
t.Fatal(err)
}
// 1–2. Start and "log in": an administrator with an API token.
u, err := deps.Auth.CreateUser(ctx, "admin", "administrator-pass", auth.RoleAdministrator)
if err != nil {
t.Fatal(err)
}
token, _ := deps.Auth.CreateAPIToken(ctx, u.ID, "m1", nil)
perceive := &llm.Fake{ModelName: "fake-perceive", Script: []string{`{"intent":"statement","summary":"claims a disk failure","entities":[{"name":"atlas","kind":"system"}],"claims":[{"proposition":"atlas has a failing disk","certainty":"asserted"}],"questions":[],"urgency":0.6,"sentiment":-0.3}`}}
respond := &llm.Fake{ModelName: "fake-respond", Script: []string{"Noted: I now hold that atlas has a failing disk, on your word alone.", "Atlas: I believe its disk is failing, tentatively.", "Still here after the restart; atlas' disk is still my concern."}}
h := start(t, deps, perceive, respond)
h.token = token
// 3. Create a mind.
var mind minds.Mind
if code := h.do("POST", "/api/v1/minds", map[string]any{"slug": "m1", "display_name": "M1"}, &mind); code != 201 {
t.Fatalf("create mind: %d", code)
}
// 4. Configure personality.
p := mind.Personality
p.Identity.Role = "acceptance tester"
p.Traits["scepticism"] = 0.9
var ver minds.Version
if code := h.do("PUT", "/api/v1/minds/m1/personality", map[string]any{"personality": p, "change_note": "m1"}, &ver); code != 200 || ver.Version != 2 {
t.Fatalf("personality: %d %+v", code, ver)
}
// 5. Configure an LLM: a provider and model exist in configuration; calls are served by the fake via role override.
var prov router.Provider
if code := h.do("POST", "/api/v1/llm/providers", map[string]any{"name": "fake", "kind": "ollama", "endpoint": "http://127.0.0.1:1", "allow_private": true}, &prov); code != 201 {
t.Fatalf("provider: %d", code)
}
// 6. Chat: a statement, then a question.
var ask struct {
Reply *conversation.Message `json:"reply"`
Note string `json:"note"`
}
if code := h.do("POST", "/api/v1/minds/m1/ask", map[string]any{"text": "atlas has a failing disk.", "wait_seconds": 20}, &ask); code != 200 || ask.Reply == nil {
t.Fatalf("ask 1: %d %+v", code, ask)
}
if !strings.Contains(ask.Reply.Content, "Noted") || ask.Reply.LLMCallID.IsZero() || ask.Reply.EventID.IsZero() {
t.Fatalf("reply 1 not from model with provenance: %+v", ask.Reply)
}
var intent cognition.Intent
json.Unmarshal(ask.Reply.Intent, &intent) //nolint:errcheck
if intent.Kind != "acknowledge" || len(intent.Beliefs) != 1 {
t.Fatalf("intent 1 wrong: %+v", intent)
}
if code := h.do("POST", "/api/v1/minds/m1/ask", map[string]any{"text": "What do you believe about atlas?", "wait_seconds": 20}, &ask); code != 200 || ask.Reply == nil {
t.Fatalf("ask 2: %d %+v", code, ask)
}
json.Unmarshal(ask.Reply.Intent, &intent) //nolint:errcheck
if intent.Kind != "introspect" || len(intent.Beliefs) == 0 || !strings.Contains(intent.Beliefs[0].Proposition, "failing disk") {
t.Fatalf("intent 2 not grounded in the recorded belief: %+v", intent)
}
// 7. Cognitive events appeared, with the pipeline shape.
var evs struct{ Items []events.Event }
h.do("GET", "/api/v1/minds/m1/events?limit=200", nil, &evs)
types := map[events.Type]int{}
for _, e := range evs.Items {
types[e.Type]++
}
for _, want := range []events.Type{events.Observation, events.Perception, events.ThoughtCandidate, events.ThoughtSelected, events.WorkspaceBroadcast, events.MemoryCreated, events.BeliefCreated, events.LLMResponse, events.ResponseGenerated} {
if types[want] == 0 {
t.Fatalf("missing event type %s in %v", want, types)
}
}
// 8–9. Working memory and workspace are inspectable.
var ws api.WorkspaceView
h.do("GET", "/api/v1/minds/m1/workspace", nil, &ws)
if !ws.Running || ws.State.Cycle < 2 || len(ws.State.WorkingMemory) == 0 || len(ws.Candidates) == 0 {
t.Fatalf("workspace: %+v", ws.State)
}
// 10. Episodic memories.
var mems struct{ Items []memory.Memory }
h.do("GET", "/api/v1/minds/m1/memories?kind=episodic", nil, &mems)
if len(mems.Items) < 2 {
t.Fatalf("expected episodic memories, got %d", len(mems.Items))
}
// 11–12. Beliefs with provenance back to the message.
var bs struct{ Items []beliefs.Belief }
h.do("GET", "/api/v1/minds/m1/beliefs", nil, &bs)
if len(bs.Items) != 1 || bs.Items[0].Epistemic != "claim" {
t.Fatalf("beliefs: %+v", bs.Items)
}
var detail api.BeliefDetail
h.do("GET", "/api/v1/minds/m1/beliefs/"+string(bs.Items[0].ID), nil, &detail)
if len(detail.Evidence) != 1 || detail.Evidence[0].Kind != "event" || detail.Breakdown.SourcesFor != 1 {
t.Fatalf("provenance: %+v", detail)
}
var evCtx api.EventContext
h.do("GET", "/api/v1/events/"+string(detail.Evidence[0].RefID)+"/context", nil, &evCtx)
if evCtx.Event.Type != events.Observation || len(evCtx.Children) == 0 {
t.Fatalf("event context: %+v", evCtx.Event)
}
var respCtx api.EventContext
h.do("GET", "/api/v1/events/"+string(ask.Reply.EventID)+"/context", nil, &respCtx)
var citesBelief bool
for _, ref := range respCtx.Event.Evidence {
if ref.Kind == "belief" {
citesBelief = true
}
}
if !citesBelief || respCtx.Cause == nil || respCtx.Cause.Type != events.Perception {
t.Fatalf("reply event lacks provenance: %+v", respCtx.Event)
}
// 13. Restart everything except the database.
cycleBefore := ws.State.Cycle
h.stop()
h2 := start(t, deps, perceive, respond)
defer h2.stop()
h2.token = token
var ws2 api.WorkspaceView
h2.do("GET", "/api/v1/minds/m1/workspace", nil, &ws2)
if !ws2.Running || ws2.State.Cycle != cycleBefore || len(ws2.State.WorkingMemory) != len(ws.State.WorkingMemory) {
t.Fatalf("state not continued after restart: before %d/%d after %d/%d", cycleBefore, len(ws.State.WorkingMemory), ws2.State.Cycle, len(ws2.State.WorkingMemory))
}
// 14. Continue the same mind: it still holds the belief and answers.
if code := h2.do("POST", "/api/v1/minds/m1/ask", map[string]any{"text": "What do you believe about atlas?", "wait_seconds": 20}, &ask); code != 200 || ask.Reply == nil {
t.Fatalf("ask after restart: %d %+v", code, ask)
}
json.Unmarshal(ask.Reply.Intent, &intent) //nolint:errcheck
if len(intent.Beliefs) == 0 {
t.Fatalf("belief lost across restart: %+v", intent)
}
var bs2 struct{ Items []beliefs.Belief }
h2.do("GET", "/api/v1/minds/m1/beliefs", nil, &bs2)
if len(bs2.Items) != 1 || bs2.Items[0].ID != bs.Items[0].ID {
t.Fatalf("belief identity changed: %+v", bs2.Items)
}
fmt.Println("M1 acceptance: events", len(evs.Items), "cycles", ws2.State.Cycle)
}