Files
noema/internal/ui/minds.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

508 lines
20 KiB
Go

package ui
import (
"encoding/json"
"errors"
"net/http"
"strconv"
"strings"
"time"
"github.com/andydixon/noema/internal/auth"
"github.com/andydixon/noema/internal/beliefs"
"github.com/andydixon/noema/internal/minds"
"github.com/andydixon/noema/internal/motivation"
"github.com/andydixon/noema/internal/storage"
"github.com/andydixon/noema/pkg/ids"
)
func (u *UI) mindRoutes(m *http.ServeMux) {
m.Handle("GET /minds", u.require(auth.RoleObserver, u.mindsList))
m.Handle("POST /minds", u.require(auth.RoleAdministrator, u.mindsCreate))
m.Handle("GET /minds/{mind}", u.require(auth.RoleObserver, u.mindOverview))
m.Handle("POST /minds/{mind}/status", u.require(auth.RoleAdministrator, u.mindStatus))
m.Handle("POST /minds/{mind}/notes", u.require(auth.RoleAdministrator, u.mindNotes))
m.Handle("POST /minds/{mind}/clone", u.require(auth.RoleAdministrator, u.mindClone))
m.Handle("GET /minds/{mind}/personality", u.require(auth.RoleObserver, u.personalityEditor))
m.Handle("GET /minds/{mind}/personality.json", u.require(auth.RoleObserver, u.personalityExport))
m.Handle("POST /minds/{mind}/personality", u.require(auth.RoleAdministrator, u.personalitySave))
m.Handle("POST /minds/{mind}/personality/preview", u.require(auth.RoleObserver, u.personalityPreview))
m.Handle("POST /minds/{mind}/personality/import", u.require(auth.RoleAdministrator, u.personalityImport))
m.Handle("POST /minds/{mind}/personality/template", u.require(auth.RoleAdministrator, u.personalityTemplate))
m.Handle("POST /minds/{mind}/personality/versions/{n}/restore", u.require(auth.RoleAdministrator, u.personalityRestore))
m.Handle("GET /minds/{mind}/personality/diff", u.require(auth.RoleObserver, u.personalityDiff))
m.Handle("GET /minds/{mind}/workspace", u.require(auth.RoleObserver, u.workspacePage))
m.Handle("POST /minds/{mind}/workspace/control", u.require(auth.RoleOperator, u.workspaceControl))
m.Handle("POST /minds/{mind}/workspace/weights", u.require(auth.RoleAdministrator, u.workspaceWeights))
m.Handle("GET /personality-templates", u.require(auth.RoleObserver, u.templates))
m.Handle("POST /personality-templates", u.require(auth.RoleAdministrator, u.templateCreate))
m.Handle("GET /personality-templates/{id}", u.require(auth.RoleObserver, u.templateEdit))
m.Handle("POST /personality-templates/{id}", u.require(auth.RoleAdministrator, u.templateSave))
m.Handle("POST /personality-templates/{id}/delete", u.require(auth.RoleAdministrator, u.templateDelete))
}
func (u *UI) mind(w http.ResponseWriter, r *http.Request) (minds.Mind, bool) {
m, err := u.deps.Minds.Resolve(r.Context(), r.PathValue("mind"))
if err != nil {
if errors.Is(err, storage.ErrNotFound) {
u.errorPage(w, r, http.StatusNotFound, "No such mind.")
} else {
u.errorPage(w, r, http.StatusInternalServerError, "Could not load mind.")
}
return minds.Mind{}, false
}
return m, true
}
func username(r *http.Request) string {
if p, ok := auth.PrincipalFrom(r.Context()); ok {
return p.User.Username
}
return "system"
}
func (u *UI) mindsList(w http.ResponseWriter, r *http.Request) {
list, err := u.deps.Minds.List(r.Context(), r.URL.Query().Get("include_archived") == "1")
if err != nil {
u.errorPage(w, r, 500, "Could not list minds.")
return
}
tmpls, _ := u.deps.Minds.ListTemplates(r.Context())
u.render(w, r, "minds", "Minds", map[string]any{"Minds": list, "Templates": tmpls})
}
func (u *UI) mindsCreate(w http.ResponseWriter, r *http.Request) {
r.ParseForm() //nolint:errcheck
p := minds.CreateParams{Slug: r.PostFormValue("slug"), DisplayName: strings.TrimSpace(r.PostFormValue("display_name")), CreatedBy: username(r)}
if t := r.PostFormValue("template_id"); t != "" {
if id, err := ids.Parse(t); err == nil {
p.TemplateID = &id
}
}
m, err := u.deps.Minds.Create(r.Context(), p)
if err != nil {
msg := err.Error()
if errors.Is(err, storage.ErrConflict) {
msg = "A mind with that slug already exists."
}
u.flash(w, r, "error", msg, "/minds")
return
}
u.deps.Audit.Log(r.Context(), "mind.create", "mind", m.ID.String(), map[string]any{"slug": m.Slug})
u.deps.Brain.Reconcile(r.Context()) //nolint:errcheck
u.flash(w, r, "ok", "Mind created. Shape its personality next.", "/minds/"+m.Slug+"/personality")
}
func (u *UI) mindOverview(w http.ResponseWriter, r *http.Request) {
m, ok := u.mind(w, r)
if !ok {
return
}
sm, _ := u.deps.Minds.GetSelfModel(r.Context(), m.ID)
st, _ := u.deps.Events.Stats(r.Context(), m.ID, time.Now().Add(-24*time.Hour))
ms, _ := u.deps.Memory.Stats(r.Context(), m.ID)
bs, _ := u.deps.Beliefs.Stats(r.Context(), m.ID)
top, _ := u.deps.Beliefs.List(r.Context(), m.ID, beliefs.Filter{Limit: 8})
motiv, _ := u.deps.Motivation.Load(r.Context(), u.deps.DB, m)
motivation.Decay(&motiv, motivation.Baselines(m.Personality), time.Since(motiv.Affect.UpdatedAt))
active, _ := u.deps.Goals.Active(r.Context(), m.ID)
if len(active) > 6 {
active = active[:6]
}
u.render(w, r, "mind", m.DisplayName, map[string]any{"Mind": m, "Brief": m.Personality.Brief(), "SelfModel": sm, "Stats": st, "MemStats": ms, "BeliefStats": bs, "Beliefs": top, "Motiv": motiv, "Goals": active})
}
func (u *UI) mindStatus(w http.ResponseWriter, r *http.Request) {
m, ok := u.mind(w, r)
if !ok {
return
}
st := minds.Status(r.PostFormValue("status"))
if _, err := u.deps.Minds.Update(r.Context(), m.ID, minds.UpdateParams{Status: &st}); err != nil {
u.flash(w, r, "error", err.Error(), "/minds/"+m.Slug)
return
}
u.deps.Audit.Log(r.Context(), "mind.status", "mind", m.ID.String(), map[string]any{"status": st})
u.deps.Events.OperatorAction(r.Context(), m.ID, username(r), "mind.status", "Operator "+username(r)+" set status to "+string(st), map[string]any{"status": st})
u.deps.Brain.Reconcile(r.Context()) //nolint:errcheck
u.flash(w, r, "ok", "Mind is now "+string(st)+".", "/minds/"+m.Slug)
}
func (u *UI) mindNotes(w http.ResponseWriter, r *http.Request) {
m, ok := u.mind(w, r)
if !ok {
return
}
notes := r.PostFormValue("notes")
if _, err := u.deps.Minds.Update(r.Context(), m.ID, minds.UpdateParams{Notes: &notes}); err != nil {
u.flash(w, r, "error", err.Error(), "/minds/"+m.Slug)
return
}
u.deps.Audit.Log(r.Context(), "mind.notes", "mind", m.ID.String(), nil)
u.flash(w, r, "ok", "Notes saved.", "/minds/"+m.Slug)
}
func (u *UI) mindClone(w http.ResponseWriter, r *http.Request) {
m, ok := u.mind(w, r)
if !ok {
return
}
c, err := u.deps.Minds.Clone(r.Context(), m.ID, r.PostFormValue("slug"), strings.TrimSpace(r.PostFormValue("display_name")), username(r))
if err != nil {
msg := err.Error()
if errors.Is(err, storage.ErrConflict) {
msg = "A mind with that slug already exists."
}
u.flash(w, r, "error", msg, "/minds/"+m.Slug)
return
}
u.deps.Audit.Log(r.Context(), "mind.clone", "mind", c.ID.String(), map[string]any{"source": m.Slug, "slug": c.Slug})
u.flash(w, r, "ok", "Cloned into "+c.DisplayName+".", "/minds/"+c.Slug)
}
func (u *UI) personalityData(r *http.Request, m minds.Mind) map[string]any {
versions, _ := u.deps.Minds.ListVersions(r.Context(), m.ID)
tmpls, _ := u.deps.Minds.ListTemplates(r.Context())
data := map[string]any{"Mind": m, "Versions": versions, "Templates": tmpls}
if m.TemplateID != nil {
if t, err := u.deps.Minds.GetTemplate(r.Context(), *m.TemplateID); err == nil {
data["Template"] = t
}
if v, err := u.deps.Minds.GetVersion(r.Context(), m.ID, m.PersonalityVersion); err == nil {
data["Overrides"] = flattenKeys("", v.Overrides)
}
}
return data
}
func flattenKeys(prefix string, m map[string]any) map[string]any {
out := map[string]any{}
for k, v := range m {
path := k
if prefix != "" {
path = prefix + "." + k
}
if sub, ok := v.(map[string]any); ok {
for kk, vv := range flattenKeys(path, sub) {
out[kk] = vv
}
continue
}
out[path] = v
}
return out
}
func (u *UI) personalityEditor(w http.ResponseWriter, r *http.Request) {
m, ok := u.mind(w, r)
if !ok {
return
}
u.render(w, r, "personality", m.DisplayName+" · Personality", u.personalityData(r, m))
}
func (u *UI) personalityExport(w http.ResponseWriter, r *http.Request) {
m, ok := u.mind(w, r)
if !ok {
return
}
w.Header().Set("Content-Type", "application/json")
w.Header().Set("Content-Disposition", `attachment; filename="`+m.Slug+`-personality-v`+strconv.Itoa(m.PersonalityVersion)+`.json"`)
enc := json.NewEncoder(w)
enc.SetIndent("", " ")
enc.Encode(map[string]any{"schema": "noema.personality/1", "mind": m.Slug, "version": m.PersonalityVersion, "personality": m.Personality}) //nolint:errcheck
}
// personalityFromForm reads the structured editor fields.
func personalityFromForm(r *http.Request) minds.Personality {
f := r.PostForm
num := func(k string) float64 { v, _ := strconv.ParseFloat(f.Get(k), 64); return v }
p := minds.Personality{
Identity: minds.Identity{Name: f.Get("identity.name"), DisplayName: f.Get("identity.display_name"), Description: f.Get("identity.description"),
Role: f.Get("identity.role"), Pronouns: f.Get("identity.pronouns"), Backstory: f.Get("identity.backstory"), Origin: f.Get("identity.origin")},
Values: map[string]float64{}, Traits: map[string]float64{},
Communication: minds.Communication{Language: f.Get("communication.language"), Dialect: f.Get("communication.dialect"), Formality: num("communication.formality"),
Verbosity: num("communication.verbosity"), HumourStyle: f.Get("communication.humour_style"), Terminology: f.Get("communication.terminology")},
Behaviour: minds.Behaviour{ChallengeAssumptions: f.Get("behaviour.challenge_assumptions") != "", AskFollowUps: f.Get("behaviour.ask_follow_ups") != "",
PreferEvidence: f.Get("behaviour.prefer_evidence") != "", CiteUncertainty: f.Get("behaviour.cite_uncertainty") != "",
OfferAlternatives: f.Get("behaviour.offer_alternatives") != "", NotifyProactively: f.Get("behaviour.notify_proactively") != ""},
FreeText: f.Get("free_text"),
}
for _, k := range minds.ValueKeys {
p.Values[k] = num("values." + k)
}
for _, k := range minds.TraitKeys {
p.Traits[k] = num("traits." + k)
}
p.Normalise()
return p
}
func (u *UI) personalitySave(w http.ResponseWriter, r *http.Request) {
m, ok := u.mind(w, r)
if !ok {
return
}
r.ParseForm() //nolint:errcheck
p := personalityFromForm(r)
v, err := u.deps.Minds.SavePersonality(r.Context(), m.ID, p, r.PostFormValue("change_note"), username(r))
if err != nil {
u.flash(w, r, "error", err.Error(), "/minds/"+m.Slug+"/personality")
return
}
u.deps.Audit.Log(r.Context(), "personality.update", "mind", m.ID.String(), map[string]any{"version": v.Version, "note": v.ChangeNote, "changes": minds.Diff(m.Personality, v.Personality)})
u.deps.Events.OperatorAction(r.Context(), m.ID, username(r), "personality.update", "Operator "+username(r)+" updated personality to version "+strconv.Itoa(v.Version)+": "+v.ChangeNote, map[string]any{"version": v.Version, "changes": minds.Diff(m.Personality, v.Personality)})
u.flash(w, r, "ok", "Saved as version "+strconv.Itoa(v.Version)+".", "/minds/"+m.Slug+"/personality")
}
func (u *UI) personalityPreview(w http.ResponseWriter, r *http.Request) {
m, ok := u.mind(w, r)
if !ok {
return
}
r.ParseForm() //nolint:errcheck
p := personalityFromForm(r)
m.Personality = p // show the edited values back in the form
data := u.personalityData(r, m)
data["Preview"] = p.Brief()
u.render(w, r, "personality", m.DisplayName+" · Personality", data)
}
func (u *UI) personalityImport(w http.ResponseWriter, r *http.Request) {
m, ok := u.mind(w, r)
if !ok {
return
}
raw := strings.TrimSpace(r.PostFormValue("json"))
if len(raw) > 64<<10 {
u.flash(w, r, "error", "Import too large.", "/minds/"+m.Slug+"/personality")
return
}
// Accept either a bare personality or the export envelope.
var env struct {
Personality *minds.Personality `json:"personality"`
}
var p minds.Personality
dec := json.NewDecoder(strings.NewReader(raw))
dec.DisallowUnknownFields()
if err := dec.Decode(&p); err != nil || p.Identity.Name == "" {
if err := json.Unmarshal([]byte(raw), &env); err != nil || env.Personality == nil {
u.flash(w, r, "error", "Not a valid personality document.", "/minds/"+m.Slug+"/personality")
return
}
p = *env.Personality
}
v, err := u.deps.Minds.SavePersonality(r.Context(), m.ID, p, "imported", username(r))
if err != nil {
u.flash(w, r, "error", err.Error(), "/minds/"+m.Slug+"/personality")
return
}
u.deps.Audit.Log(r.Context(), "personality.import", "mind", m.ID.String(), map[string]any{"version": v.Version})
u.deps.Events.OperatorAction(r.Context(), m.ID, username(r), "personality.import", "Operator "+username(r)+" imported personality as version "+strconv.Itoa(v.Version), map[string]any{"version": v.Version})
u.flash(w, r, "ok", "Imported as version "+strconv.Itoa(v.Version)+".", "/minds/"+m.Slug+"/personality")
}
func (u *UI) personalityTemplate(w http.ResponseWriter, r *http.Request) {
m, ok := u.mind(w, r)
if !ok {
return
}
var tid *ids.ID
if t := r.PostFormValue("template_id"); t != "" {
id, err := ids.Parse(t)
if err != nil {
u.flash(w, r, "error", "Bad template.", "/minds/"+m.Slug+"/personality")
return
}
tid = &id
}
v, err := u.deps.Minds.ApplyTemplate(r.Context(), m.ID, tid, username(r))
if err != nil {
u.flash(w, r, "error", err.Error(), "/minds/"+m.Slug+"/personality")
return
}
u.deps.Audit.Log(r.Context(), "personality.template", "mind", m.ID.String(), map[string]any{"template_id": tid, "version": v.Version})
u.deps.Events.OperatorAction(r.Context(), m.ID, username(r), "personality.template", "Operator "+username(r)+": "+v.ChangeNote, map[string]any{"version": v.Version})
u.flash(w, r, "ok", v.ChangeNote+" (version "+strconv.Itoa(v.Version)+").", "/minds/"+m.Slug+"/personality")
}
func (u *UI) personalityRestore(w http.ResponseWriter, r *http.Request) {
m, ok := u.mind(w, r)
if !ok {
return
}
n, err := strconv.Atoi(r.PathValue("n"))
if err != nil {
u.flash(w, r, "error", "Bad version.", "/minds/"+m.Slug+"/personality")
return
}
v, err := u.deps.Minds.Restore(r.Context(), m.ID, n, username(r))
if err != nil {
u.flash(w, r, "error", err.Error(), "/minds/"+m.Slug+"/personality")
return
}
u.deps.Audit.Log(r.Context(), "personality.restore", "mind", m.ID.String(), map[string]any{"restored": n, "version": v.Version})
u.deps.Events.OperatorAction(r.Context(), m.ID, username(r), "personality.restore", "Operator "+username(r)+" restored personality version "+strconv.Itoa(n)+" as version "+strconv.Itoa(v.Version), map[string]any{"restored": n, "version": v.Version})
u.flash(w, r, "ok", "Restored version "+strconv.Itoa(n)+" as version "+strconv.Itoa(v.Version)+".", "/minds/"+m.Slug+"/personality")
}
func (u *UI) personalityDiff(w http.ResponseWriter, r *http.Request) {
m, ok := u.mind(w, r)
if !ok {
return
}
a, _ := strconv.Atoi(r.URL.Query().Get("a"))
b, _ := strconv.Atoi(r.URL.Query().Get("b"))
va, errA := u.deps.Minds.GetVersion(r.Context(), m.ID, a)
vb, errB := u.deps.Minds.GetVersion(r.Context(), m.ID, b)
if errA != nil || errB != nil {
u.errorPage(w, r, 404, "Version not found.")
return
}
u.render(w, r, "personality_diff", "Personality diff", map[string]any{"Mind": m, "A": a, "B": b, "Changes": minds.Diff(va.Personality, vb.Personality)})
}
func (u *UI) templates(w http.ResponseWriter, r *http.Request) {
list, err := u.deps.Minds.ListTemplates(r.Context())
if err != nil {
u.errorPage(w, r, 500, "Could not list templates.")
return
}
u.render(w, r, "templates", "Personality templates", map[string]any{"Templates": list})
}
func (u *UI) templateCreate(w http.ResponseWriter, r *http.Request) {
name := r.PostFormValue("name")
t, err := u.deps.Minds.CreateTemplate(r.Context(), name, r.PostFormValue("description"), minds.DefaultPersonality(name))
if err != nil {
msg := err.Error()
if errors.Is(err, storage.ErrConflict) {
msg = "A template with that name exists."
}
u.flash(w, r, "error", msg, "/personality-templates")
return
}
u.deps.Audit.Log(r.Context(), "template.create", "personality_template", t.ID.String(), map[string]any{"name": t.Name})
http.Redirect(w, r, "/personality-templates/"+t.ID.String(), http.StatusSeeOther)
}
func (u *UI) template(w http.ResponseWriter, r *http.Request) (minds.Template, bool) {
id, err := ids.Parse(r.PathValue("id"))
if err != nil {
u.errorPage(w, r, 404, "No such template.")
return minds.Template{}, false
}
t, err := u.deps.Minds.GetTemplate(r.Context(), id)
if err != nil {
u.errorPage(w, r, 404, "No such template.")
return minds.Template{}, false
}
return t, true
}
func (u *UI) templateEdit(w http.ResponseWriter, r *http.Request) {
t, ok := u.template(w, r)
if !ok {
return
}
u.render(w, r, "template_edit", "Template "+t.Name, map[string]any{"Template": t, "Brief": t.Personality.Brief()})
}
func (u *UI) templateSave(w http.ResponseWriter, r *http.Request) {
t, ok := u.template(w, r)
if !ok {
return
}
r.ParseForm() //nolint:errcheck
p := personalityFromForm(r)
if _, err := u.deps.Minds.UpdateTemplate(r.Context(), t.ID, r.PostFormValue("name"), r.PostFormValue("description"), p); err != nil {
u.flash(w, r, "error", err.Error(), "/personality-templates/"+t.ID.String())
return
}
u.deps.Audit.Log(r.Context(), "template.update", "personality_template", t.ID.String(), map[string]any{"changes": minds.Diff(t.Personality, p)})
u.flash(w, r, "ok", "Template saved. Re-apply it to minds that should pick up the change.", "/personality-templates/"+t.ID.String())
}
func (u *UI) templateDelete(w http.ResponseWriter, r *http.Request) {
t, ok := u.template(w, r)
if !ok {
return
}
if err := u.deps.Minds.DeleteTemplate(r.Context(), t.ID); err != nil {
u.flash(w, r, "error", err.Error(), "/personality-templates")
return
}
u.deps.Audit.Log(r.Context(), "template.delete", "personality_template", t.ID.String(), map[string]any{"name": t.Name})
u.flash(w, r, "ok", "Template deleted.", "/personality-templates")
}
func (u *UI) workspacePage(w http.ResponseWriter, r *http.Request) {
m, ok := u.mind(w, r)
if !ok {
return
}
v, err := u.wsF(r, m)
if err != nil {
u.errorPage(w, r, 500, "Could not load workspace: "+err.Error())
return
}
u.render(w, r, "workspace", m.DisplayName+" · Workspace", map[string]any{"Mind": m, "View": v})
}
func (u *UI) workspaceControl(w http.ResponseWriter, r *http.Request) {
m, ok := u.mind(w, r)
if !ok {
return
}
action := r.PostFormValue("action")
var err error
switch action {
case "cycle", "pause", "resume":
err = u.deps.Brain.Command(r.Context(), m.ID, action, nil)
case "reset":
err = u.deps.Brain.Command(r.Context(), m.ID, "reset", map[string]bool{"workspace": true, "working_memory": true, "loops": true})
default:
err = errors.New("unknown action")
}
if err != nil {
u.flash(w, r, "error", err.Error(), "/minds/"+m.Slug+"/workspace")
return
}
u.deps.Audit.Log(r.Context(), "mind."+action, "mind", m.ID.String(), nil)
u.flash(w, r, "ok", "Done: "+action+".", "/minds/"+m.Slug+"/workspace")
}
func (u *UI) workspaceWeights(w http.ResponseWriter, r *http.Request) {
m, ok := u.mind(w, r)
if !ok {
return
}
r.ParseForm() //nolint:errcheck
cfg := m.Config
for _, f := range minds.AttentionFeatures {
if v, err := strconv.ParseFloat(r.PostFormValue("w."+f), 64); err == nil {
cfg.AttentionWeights[f] = v
}
}
if v, err := strconv.Atoi(r.PostFormValue("workspace_capacity")); err == nil {
cfg.WorkspaceCapacity = v
}
if v, err := strconv.Atoi(r.PostFormValue("working_memory_capacity")); err == nil {
cfg.WorkingMemoryCapacity = v
}
if v, err := strconv.ParseFloat(r.PostFormValue("working_memory_decay"), 64); err == nil {
cfg.WorkingMemoryDecay = v
}
if v, err := strconv.Atoi(r.PostFormValue("loop_detect_threshold")); err == nil {
cfg.LoopDetectThreshold = v
}
if _, err := u.deps.Minds.Update(r.Context(), m.ID, minds.UpdateParams{Config: &cfg}); err != nil {
u.flash(w, r, "error", err.Error(), "/minds/"+m.Slug+"/workspace")
return
}
u.deps.Audit.Log(r.Context(), "mind.config", "mind", m.ID.String(), map[string]any{"weights": cfg.AttentionWeights, "workspace_capacity": cfg.WorkspaceCapacity})
u.deps.Events.OperatorAction(r.Context(), m.ID, username(r), "mind.config", "Operator "+username(r)+" changed attention weights and capacities", map[string]any{"weights": cfg.AttentionWeights})
u.deps.Brain.Command(r.Context(), m.ID, "reload", nil) //nolint:errcheck // not running is fine
u.flash(w, r, "ok", "Configuration saved and applied.", "/minds/"+m.Slug+"/workspace")
}