Files
noema/internal/notifications/notifications.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

206 lines
8.5 KiB
Go

// Package notifications decides when something warrants human attention and
// records why. Rules are explicit and thresholded; repeats within a cooldown
// are aggregated rather than re-sent (spec §39).
package notifications
import (
"context"
"encoding/json"
"fmt"
"strings"
"time"
"github.com/jackc/pgx/v5"
"github.com/jackc/pgx/v5/pgxpool"
"github.com/andydixon/noema/internal/minds"
"github.com/andydixon/noema/internal/storage"
"github.com/andydixon/noema/pkg/events"
"github.com/andydixon/noema/pkg/ids"
)
// Notification is one item for a human.
type Notification struct {
ID ids.ID `json:"id"`
MindID ids.ID `json:"mind_id"`
Level string `json:"level"` // info | warn | alert
Title string `json:"title"`
Body string `json:"body"`
Rule string `json:"rule"`
Reason json.RawMessage `json:"reason"`
AggregateKey string `json:"aggregate_key"`
Count int `json:"count"`
Status string `json:"status"` // new | read | suppressed
SourceEvent ids.ID `json:"source_event,omitempty"`
CreatedAt time.Time `json:"created_at"`
UpdatedAt time.Time `json:"updated_at"`
ReadAt *time.Time `json:"read_at,omitempty"`
}
// Candidate is a notification a rule proposes before suppression.
type Candidate struct {
Level string
Title string
Body string
Rule string
Reason map[string]any
AggregateKey string
SourceEvent ids.ID
}
// Rules evaluates one event against the mind's thresholds. It is the whole
// policy of what deserves attention, kept small and legible.
func Rules(ev events.Event, cfg minds.CognitiveConfig, p minds.Personality) []Candidate {
var out []Candidate
proactive := p.Behaviour.NotifyProactively
switch ev.Type {
case events.PredictionError:
conf, _ := ev.Metadata["confidence"].(float64)
if conf >= 0.7 {
out = append(out, Candidate{Level: "warn", Title: "A confident prediction failed", Body: ev.Summary, Rule: "prediction_error",
Reason: map[string]any{"confidence": conf, "threshold": 0.7}, AggregateKey: "prediction_error:" + str(ev.Metadata["prediction_id"]), SourceEvent: ev.ID})
}
case events.ContradictionDetected:
if ev.Confidence >= 0.6 {
out = append(out, Candidate{Level: "warn", Title: "Two beliefs contradict each other", Body: ev.Summary, Rule: "contradiction",
Reason: map[string]any{"similarity": ev.Confidence, "threshold": 0.6}, AggregateKey: "contradiction:" + str(ev.Metadata["belief_id"]), SourceEvent: ev.ID})
}
case events.BeliefCreated, events.BeliefUpdated, events.HypothesisSupported:
if proactive && ev.Confidence >= cfg.NotifyMinConfidence && ev.Salience >= cfg.NotifyMinSalience {
out = append(out, Candidate{Level: "info", Title: "A belief became strong", Body: ev.Summary, Rule: "belief_confident",
Reason: map[string]any{"confidence": ev.Confidence, "min_confidence": cfg.NotifyMinConfidence, "salience": ev.Salience, "min_salience": cfg.NotifyMinSalience}, AggregateKey: "belief:" + str(ev.Metadata["belief_id"]), SourceEvent: ev.ID})
}
case events.GoalCompleted:
if proactive {
out = append(out, Candidate{Level: "info", Title: "Goal completed", Body: ev.Summary, Rule: "goal_completed", Reason: map[string]any{}, AggregateKey: "goal:" + str(ev.Metadata["goal_id"]), SourceEvent: ev.ID})
}
case events.Metacognition:
if ev.Metadata["check"] == "overconfidence" || ev.Metadata["check"] == "loop" {
out = append(out, Candidate{Level: "warn", Title: "Metacognitive warning", Body: ev.Summary, Rule: "metacognition", Reason: map[string]any{"check": ev.Metadata["check"]}, AggregateKey: "meta:" + str(ev.Metadata["check"]), SourceEvent: ev.ID})
}
case events.ToolDenied:
out = append(out, Candidate{Level: "alert", Title: "An action was denied by policy", Body: ev.Summary, Rule: "tool_denied", Reason: map[string]any{}, AggregateKey: "denied:" + str(ev.Metadata["capability"]), SourceEvent: ev.ID})
case events.Observation:
if ev.Salience >= 0.95 && proactive {
out = append(out, Candidate{Level: "alert", Title: "High-salience observation", Body: ev.Summary, Rule: "observation_salient", Reason: map[string]any{"salience": ev.Salience, "threshold": 0.95}, AggregateKey: "obs:" + firstWords(ev.Summary, 4), SourceEvent: ev.ID})
}
}
return out
}
func str(v any) string {
if s, ok := v.(string); ok {
return s
}
return fmt.Sprint(v)
}
func firstWords(s string, n int) string {
f := strings.Fields(strings.ToLower(s))
if len(f) > n {
f = f[:n]
}
return strings.Join(f, " ")
}
// Store persists notifications.
type Store struct{ db *pgxpool.Pool }
// NewStore creates a store.
func NewStore(db *pgxpool.Pool) *Store { return &Store{db: db} }
// Deliver records a candidate unless one with the same aggregate key exists
// within the cooldown, in which case that one's count is incremented and the
// candidate is reported as suppressed. Returns the notification and whether
// it was suppressed.
func (s *Store) Deliver(ctx context.Context, q storage.Querier, mind ids.ID, c Candidate, cooldown time.Duration) (Notification, bool, error) {
if c.AggregateKey != "" {
var n Notification
err := q.QueryRow(ctx, `UPDATE notifications SET count=count+1, updated_at=now() WHERE id = (
SELECT id FROM notifications WHERE mind_id=$1 AND aggregate_key=$2 AND created_at > $3 ORDER BY created_at DESC LIMIT 1) RETURNING id, count`, mind, c.AggregateKey, time.Now().Add(-cooldown)).Scan(&n.ID, &n.Count)
if err == nil {
n.MindID, n.AggregateKey, n.Rule, n.Title = mind, c.AggregateKey, c.Rule, c.Title
return n, true, nil
}
if err != pgx.ErrNoRows {
return Notification{}, false, err
}
}
reason, _ := json.Marshal(c.Reason)
if c.Reason == nil {
reason = []byte("{}")
}
n := Notification{ID: ids.New(), MindID: mind, Level: c.Level, Title: c.Title, Body: c.Body, Rule: c.Rule, Reason: reason, AggregateKey: c.AggregateKey, Count: 1, Status: "new", SourceEvent: c.SourceEvent, CreatedAt: time.Now(), UpdatedAt: time.Now()}
_, err := q.Exec(ctx, `INSERT INTO notifications (id, mind_id, level, title, body, rule, reason, aggregate_key, source_event) VALUES ($1,$2,$3,$4,$5,$6,$7,$8,$9)`,
n.ID, n.MindID, n.Level, n.Title, n.Body, n.Rule, reason, n.AggregateKey, nullID(n.SourceEvent))
return n, false, err
}
func nullID(id ids.ID) *string {
if id.IsZero() {
return nil
}
s := string(id)
return &s
}
const cols = `id, mind_id, level, title, body, rule, reason, aggregate_key, count, status, source_event, created_at, updated_at, read_at`
func scan(row pgx.Row) (Notification, error) {
var n Notification
var src *string
if err := row.Scan(&n.ID, &n.MindID, &n.Level, &n.Title, &n.Body, &n.Rule, &n.Reason, &n.AggregateKey, &n.Count, &n.Status, &src, &n.CreatedAt, &n.UpdatedAt, &n.ReadAt); err != nil {
return n, storage.Translate(err)
}
if src != nil {
n.SourceEvent = ids.ID(*src)
}
return n, nil
}
// List returns notifications newest first; mind Nil means all minds.
func (s *Store) List(ctx context.Context, mind ids.ID, status string, limit int) ([]Notification, error) {
if limit <= 0 || limit > 500 {
limit = 100
}
rows, err := s.db.Query(ctx, `SELECT `+cols+` FROM notifications WHERE ($1::uuid IS NULL OR mind_id=$1) AND ($2='' OR status=$2) ORDER BY updated_at DESC LIMIT $3`, nullID(mind), status, limit)
if err != nil {
return nil, err
}
defer rows.Close()
var out []Notification
for rows.Next() {
n, err := scan(rows)
if err != nil {
return nil, err
}
out = append(out, n)
}
return out, rows.Err()
}
// MarkRead sets status read.
func (s *Store) MarkRead(ctx context.Context, mind, id ids.ID) error {
tag, err := s.db.Exec(ctx, `UPDATE notifications SET status='read', read_at=now(), updated_at=now() WHERE id=$1 AND ($2::uuid IS NULL OR mind_id=$2) AND status='new'`, id, nullID(mind))
if err == nil && tag.RowsAffected() == 0 {
return storage.ErrNotFound
}
return err
}
// MarkAllRead marks a mind's new notifications read.
func (s *Store) MarkAllRead(ctx context.Context, mind ids.ID) (int64, error) {
tag, err := s.db.Exec(ctx, `UPDATE notifications SET status='read', read_at=now(), updated_at=now() WHERE ($1::uuid IS NULL OR mind_id=$1) AND status='new'`, nullID(mind))
if err != nil {
return 0, err
}
return tag.RowsAffected(), nil
}
// CountNew counts unread notifications (all minds when Nil).
func (s *Store) CountNew(ctx context.Context, mind ids.ID) (int64, error) {
var n int64
err := s.db.QueryRow(ctx, `SELECT count(*) FROM notifications WHERE ($1::uuid IS NULL OR mind_id=$1) AND status='new'`, nullID(mind)).Scan(&n)
return n, err
}