Files
noema/internal/ui/minds.go
T
Andy Dixon 703d080d13 feat: add metacognition, reflection, consolidation, narrative and notifications
Phase 10. Metacognition is a cognitive process with deterministic
self-checks (insufficient evidence, single-source reliance, model output
without evidence, repeated failed hypotheses, stale contradictions,
calibration overconfidence); its warnings compete for attention and,
when admitted, add counter-evidence or open an investigation goal.

Reflection reviews the period since the last run (prediction errors,
rejected beliefs, corrections, status changes, completed goals,
contradictions, calibration), turns repeated failures into procedural
lessons written once, and records a reflection event; a model may only
word the prose within the mind's budget.

Consolidation clusters unconsolidated episodes by shared stemmed terms,
creates a belief whose confidence is computed from the episodes as
evidence and a semantic memory linked to each episode by derived_from,
and records jobs with inputs and outputs. Wording may come from the
consolidate prompt within a per-run model budget; the job says which.
Operators can run, pause and reject; originals are never touched.

The narrative hook keeps a five-part first-person narrative built from
state and stored with narrative_updated events. The notification hook
applies explicit thresholded rules, aggregates repeats within a cooldown
and records suppressions with reasons. A scheduled job runs
consolidation and reflection per mind, switching the runtime mode while
it works. API, Background tab, notifications page with unread badge,
overview narrative and warnings, CLI commands, docs/cognition.md.
2026-06-28 22:19:38 +01:00

512 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"
evstore "github.com/andydixon/noema/internal/events"
"github.com/andydixon/noema/internal/minds"
"github.com/andydixon/noema/internal/motivation"
"github.com/andydixon/noema/internal/storage"
"github.com/andydixon/noema/pkg/events"
"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]
}
narr, _ := u.deps.Narrative.Get(r.Context(), m.ID)
warnings, _ := u.deps.Events.Query(r.Context(), evstore.Filter{MindID: m.ID, Types: []events.Type{events.Metacognition}, Since: time.Now().Add(-7 * 24 * time.Hour), Limit: 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, "Narrative": narr, "Warnings": warnings})
}
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")
}