Files
noema/internal/snapshots/archive.go
T
Andy Dixon 38c5dde21f feat(security): forks without inherited authority, dreams that only want
Part H invariants, enforced and tested:

- Snapshots now carry wants, want conflicts, commitments, intentions,
  plans, plan steps and the volition decision ledger.
- A fork no longer copies the source mind's policies unless the operator
  asks for it explicitly (inherit_policies in the API, a checkbox in the
  UI; audited), and the fork's history records the omission. Imports
  never restore policies, as before. Replays and experiments never
  inherit.
- Work inherited mid-flight by a fork or import is quiesced in the
  restore transaction: open steps are blocked with their approval and
  request ids cleared, open plans blocked and live intentions suspended,
  each with the reason. Approvals, grants and executions stay with the
  source mind.
- Dreams may leave a want to test a hypothesis they proposed; they never
  request authority, and dream-origin plans never run.
- Snapshot column discovery now reads the current schema instead of
  "public", which only worked in tests because the development database
  happened to hold the same tables.
- Security tests: a static scan that only the capability service runs
  executors and that no cognitive package can set or delete policy,
  approve, deny, grant or revoke; forged wants, commitments, intentions,
  model plans and model output end in refusal or a pending approval with
  policy and grants unchanged; component names cannot decide requests or
  approvals; no capability names an operator control; the registry cannot
  grow at runtime; audit, event and decision history cannot be altered;
  forks and dreams as above.
2026-09-16 22:42:01 +01:00

655 lines
22 KiB
Go

// Package snapshots captures a mind's state as a self-describing archive,
// restores archives into new minds (fork, import) and compares minds.
//
// An archive is JSON: identity, personality, configuration and the rows of
// every mind-scoped state table. Cognitive history (events) is not copied: a
// fork shares it by reference through forked_from_snapshot → event_seq. Every
// id inside an archive is remapped on restore, so an archive can never
// overwrite existing rows, and imported archives are treated as hostile:
// bounded size, allow-listed tables, checksum, no secrets.
package snapshots
import (
"context"
"crypto/sha256"
"encoding/hex"
"encoding/json"
"errors"
"fmt"
"regexp"
"sort"
"strings"
"time"
"github.com/jackc/pgx/v5"
"github.com/jackc/pgx/v5/pgxpool"
evstore "github.com/andydixon/noema/internal/events"
"github.com/andydixon/noema/internal/identity"
"github.com/andydixon/noema/internal/minds"
"github.com/andydixon/noema/internal/storage"
"github.com/andydixon/noema/pkg/ids"
)
// Kind and Version identify the archive format.
const (
Kind = "noema.mind-archive"
Version = 1
// MaxArchiveBytes bounds what import will parse.
MaxArchiveBytes = 32 << 20
// MaxRows bounds rows per table on import.
MaxRows = 200_000
)
// Tables lists the state tables copied, in insertion order (parents before
// children; rows within a table are ordered by id, and UUIDv7 ids are
// time-ordered, so self-references resolve). Anything not listed (events,
// llm_calls, approvals, integrations, job logs, notifications) stays with
// the original mind.
var Tables = []string{
"workspace_states", "self_models", "drives", "affect_states",
"goals", "beliefs", "belief_evidence", "belief_alternatives", "belief_versions", "belief_links",
"memories", "memory_relationships", "predictions", "prediction_results",
"entities", "entity_relationships", "entity_links", "corrections", "policies",
"conversations", "messages",
"wants", "want_conflicts", "commitments", "intentions", "plans", "plan_steps", "volition_decisions",
}
// keyedByMind are tables whose primary key includes mind_id; a fresh mind may
// already hold a row, so restore upserts them.
var keyedByMind = map[string]string{"workspace_states": "mind_id", "self_models": "mind_id", "affect_states": "mind_id", "drives": "mind_id, name"}
// Archive is the portable form of a mind's state.
type Archive struct {
Kind string `json:"kind"`
Version int `json:"version"`
CreatedAt time.Time `json:"created_at"`
Source Source `json:"source"`
Mind MindInfo `json:"mind"`
// Tables maps table name → rows (column → value, as JSON).
Tables map[string][]map[string]any `json:"tables"`
Checksum string `json:"checksum"`
// Redacted lists row ids whose content was removed from this archive
// after capture under a privacy redaction; the checksum covers the
// scrubbed content.
Redacted []string `json:"redacted,omitempty"`
}
// Source records where an archive came from.
type Source struct {
MindID ids.ID `json:"mind_id"`
Slug string `json:"slug"`
EventSeq int64 `json:"event_seq"`
Noema string `json:"noema"`
}
// MindInfo carries the identity part of an archive.
type MindInfo struct {
Slug string `json:"slug"`
DisplayName string `json:"display_name"`
Notes string `json:"notes"`
Status string `json:"status"`
PersonalityVersion int `json:"personality_version"`
Personality minds.Personality `json:"personality"`
Config minds.CognitiveConfig `json:"config"`
}
// Counts summarises an archive.
func (a Archive) Counts() map[string]int {
out := map[string]int{}
for t, rows := range a.Tables {
if len(rows) > 0 {
out[t] = len(rows)
}
}
return out
}
// canonical returns the JSON the checksum covers (everything but the checksum).
func (a Archive) canonical() []byte {
c := a
c.Checksum = ""
b, _ := json.Marshal(c) // encoding/json sorts map keys, so this is stable
return b
}
// Sum computes the archive checksum.
func Sum(a Archive) string {
h := sha256.Sum256(a.canonical())
return "sha256:" + hex.EncodeToString(h[:])
}
// ErrInvalid marks an archive that fails validation.
var ErrInvalid = errors.New("snapshots: invalid archive")
var tableSet = func() map[string]bool {
m := map[string]bool{}
for _, t := range Tables {
m[t] = true
}
return m
}()
var slugRe = regexp.MustCompile(`^[a-z0-9][a-z0-9-]{0,62}$`)
// Validate checks structure, bounds and checksum. It does not trust anything
// inside rows; restore remaps every id and forces mind_id.
func Validate(a Archive) error {
if a.Kind != Kind {
return fmt.Errorf("%w: kind %q", ErrInvalid, a.Kind)
}
if a.Version != Version {
return fmt.Errorf("%w: unsupported version %d", ErrInvalid, a.Version)
}
if a.Checksum == "" || a.Checksum != Sum(a) {
return fmt.Errorf("%w: checksum mismatch", ErrInvalid)
}
if !slugRe.MatchString(a.Mind.Slug) {
return fmt.Errorf("%w: bad slug", ErrInvalid)
}
total := 0
for t, rows := range a.Tables {
if !tableSet[t] {
return fmt.Errorf("%w: unknown table %q", ErrInvalid, t)
}
if len(rows) > MaxRows {
return fmt.Errorf("%w: table %s has too many rows", ErrInvalid, t)
}
total += len(rows)
for _, r := range rows {
for k := range r {
if !colRe.MatchString(k) {
return fmt.Errorf("%w: bad column name in %s", ErrInvalid, t)
}
}
}
}
if total > 4*MaxRows {
return fmt.Errorf("%w: too many rows", ErrInvalid)
}
return nil
}
var colRe = regexp.MustCompile(`^[a-z_][a-z0-9_]{0,62}$`)
// Capture builds an archive from the live state of a mind.
func Capture(ctx context.Context, db *pgxpool.Pool, es *evstore.Store, m minds.Mind) (Archive, error) {
a := Archive{Kind: Kind, Version: Version, CreatedAt: time.Now().UTC(), Tables: map[string][]map[string]any{},
Source: Source{MindID: m.ID, Slug: m.Slug, Noema: "noema/1"},
Mind: MindInfo{Slug: m.Slug, DisplayName: m.DisplayName, Notes: m.Notes, Status: string(m.Status), PersonalityVersion: m.PersonalityVersion, Personality: m.Personality, Config: m.Config}}
if last, err := es.Query(ctx, evstore.Filter{MindID: m.ID, Limit: 1}); err == nil && len(last) > 0 {
a.Source.EventSeq = last[0].Seq
}
cols, err := columns(ctx, db)
if err != nil {
return a, err
}
for _, t := range Tables {
cs := cols[t]
if len(cs) == 0 {
continue
}
order := "mind_id"
if contains(cs, "id") {
order = "id"
} else if t == "drives" {
order = "name"
}
rows, err := db.Query(ctx, fmt.Sprintf(`SELECT to_jsonb(t) - 'search' FROM %s t WHERE mind_id=$1 ORDER BY %s`, t, order), m.ID)
if err != nil {
return a, fmt.Errorf("capture %s: %w", t, err)
}
var out []map[string]any
for rows.Next() {
var raw []byte
if err := rows.Scan(&raw); err != nil {
rows.Close()
return a, err
}
var row map[string]any
if err := json.Unmarshal(raw, &row); err != nil {
rows.Close()
return a, err
}
out = append(out, row)
}
rows.Close()
if err := rows.Err(); err != nil {
return a, err
}
if out != nil {
a.Tables[t] = out
}
}
a.Checksum = Sum(a)
return a, nil
}
// columns returns insertable (non-generated) columns for every archive table.
func columns(ctx context.Context, db *pgxpool.Pool) (map[string][]string, error) {
rows, err := db.Query(ctx, `SELECT table_name, column_name FROM information_schema.columns WHERE table_schema=current_schema() AND is_generated='NEVER' AND table_name = ANY($1) ORDER BY table_name, ordinal_position`, Tables)
if err != nil {
return nil, err
}
defer rows.Close()
out := map[string][]string{}
for rows.Next() {
var t, c string
if err := rows.Scan(&t, &c); err != nil {
return nil, err
}
out[t] = append(out[t], c)
}
return out, rows.Err()
}
func contains(xs []string, x string) bool {
for _, s := range xs {
if s == x {
return true
}
}
return false
}
var uuidRe = regexp.MustCompile(`^[0-9a-f]{8}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{4}-[0-9a-f]{12}$`)
// AuthorityTables hold rows that grant or shape authority rather than
// describe cognitive state. Import never restores them: an archive from
// elsewhere must not arrive carrying ALLOW rules (THREAT_MODEL T16). Fork
// restores them only when the operator asks explicitly (InheritPolicies), so
// a fork never inherits broad operational authority by accident.
var AuthorityTables = map[string]bool{"policies": true}
// Restore writes an archive's rows into mind `into`. Every row id found in
// the archive gets a fresh id and all references to it (any uuid-shaped
// string anywhere in the rows, including arrays and JSON detail) follow.
// References to ids not in the archive (events, templates) are kept: that
// is how history stays shared by reference. Must run in the caller's
// transaction after the mind row exists. Tables named in skip are not
// written; the returned map reports how many rows were omitted per table.
func Restore(ctx context.Context, tx pgx.Tx, cols map[string][]string, a Archive, into ids.ID, skip map[string]bool) (map[string]int, error) {
omitted := map[string]int{}
remap := map[string]string{a.Source.MindID.String(): into.String()}
for _, t := range Tables {
for _, r := range a.Tables[t] {
if id, ok := r["id"].(string); ok && uuidRe.MatchString(id) {
if _, seen := remap[id]; !seen {
remap[id] = ids.New().String()
}
}
}
}
for _, t := range Tables {
rows := a.Tables[t]
if len(rows) == 0 {
continue
}
if skip[t] {
omitted[t] = len(rows)
continue
}
cs := cols[t]
if len(cs) == 0 {
return omitted, fmt.Errorf("%w: table %s not present", ErrInvalid, t)
}
conflict := ""
if key, ok := keyedByMind[t]; ok {
var sets []string
for _, c := range cs {
if c != "mind_id" && c != "name" {
sets = append(sets, c+"=EXCLUDED."+c)
}
}
conflict = fmt.Sprintf(" ON CONFLICT (%s) DO UPDATE SET %s", key, strings.Join(sets, ", "))
}
colList := strings.Join(cs, ", ")
sql := fmt.Sprintf(`INSERT INTO %s (%s) SELECT %s FROM jsonb_populate_record(NULL::%s, $1)%s`, t, colList, colList, t, conflict)
for _, r := range rows {
row := remapValue(r, remap).(map[string]any)
row["mind_id"] = into.String()
b, _ := json.Marshal(row)
if _, err := tx.Exec(ctx, sql, b); err != nil {
return omitted, fmt.Errorf("restore %s: %w", t, err)
}
}
}
return omitted, nil
}
func remapValue(v any, remap map[string]string) any {
switch x := v.(type) {
case string:
if n, ok := remap[x]; ok {
return n
}
return x
case []any:
out := make([]any, len(x))
for i, e := range x {
out[i] = remapValue(e, remap)
}
return out
case map[string]any:
out := make(map[string]any, len(x))
for k, e := range x {
out[k] = remapValue(e, remap)
}
return out
}
return v
}
// Snapshot is a stored archive.
type Snapshot struct {
ID ids.ID `json:"id"`
MindID ids.ID `json:"mind_id"`
Name string `json:"name"`
Note string `json:"note"`
EventSeq int64 `json:"event_seq"`
Checksum string `json:"checksum"`
SizeBytes int `json:"size_bytes"`
Counts map[string]int `json:"counts"`
CreatedBy string `json:"created_by"`
CreatedAt time.Time `json:"created_at"`
Identity identity.Identity `json:"identity"` // the runtime that captured it
}
// Store persists snapshots and performs forks and imports.
type Store struct {
DB *pgxpool.Pool
Events *evstore.Store
Minds *minds.Store
Identity *identity.Capturer // nil records build information only
}
// Create captures and stores a snapshot.
func (s *Store) Create(ctx context.Context, m minds.Mind, name, note, by string) (Snapshot, error) {
a, err := Capture(ctx, s.DB, s.Events, m)
if err != nil {
return Snapshot{}, err
}
if strings.TrimSpace(name) == "" {
name = m.Slug + " @ " + a.CreatedAt.Format("2006-01-02 15:04")
}
raw, _ := json.Marshal(a)
counts, _ := json.Marshal(a.Counts())
sn := Snapshot{ID: ids.New(), MindID: m.ID, Name: name, Note: note, EventSeq: a.Source.EventSeq, Checksum: a.Checksum, SizeBytes: len(raw), Counts: a.Counts(), CreatedBy: by, CreatedAt: time.Now(), Identity: s.Identity.Capture(ctx, m.ID)}
idj, _ := json.Marshal(sn.Identity)
_, err = s.DB.Exec(ctx, `INSERT INTO snapshots (id, mind_id, name, note, event_seq, checksum, size_bytes, counts, archive, created_by, created_at, identity) VALUES ($1,$2,$3,$4,$5,$6,$7,$8,$9,$10,$11,$12)`,
sn.ID, sn.MindID, sn.Name, sn.Note, sn.EventSeq, sn.Checksum, sn.SizeBytes, counts, raw, sn.CreatedBy, sn.CreatedAt, idj)
return sn, err
}
const snapCols = `id, mind_id, name, note, event_seq, checksum, size_bytes, counts, created_by, created_at, identity`
func scanSnap(row pgx.Row) (Snapshot, error) {
var sn Snapshot
var counts, idj []byte
if err := row.Scan(&sn.ID, &sn.MindID, &sn.Name, &sn.Note, &sn.EventSeq, &sn.Checksum, &sn.SizeBytes, &counts, &sn.CreatedBy, &sn.CreatedAt, &idj); err != nil {
return sn, storage.Translate(err)
}
json.Unmarshal(counts, &sn.Counts) //nolint:errcheck
json.Unmarshal(idj, &sn.Identity) //nolint:errcheck
return sn, nil
}
// Get returns snapshot metadata.
func (s *Store) Get(ctx context.Context, id ids.ID) (Snapshot, error) {
return scanSnap(s.DB.QueryRow(ctx, `SELECT `+snapCols+` FROM snapshots WHERE id=$1`, id))
}
// Archive loads the stored archive of a snapshot.
func (s *Store) Archive(ctx context.Context, id ids.ID) (Archive, error) {
var raw []byte
if err := s.DB.QueryRow(ctx, `SELECT archive FROM snapshots WHERE id=$1`, id).Scan(&raw); err != nil {
return Archive{}, storage.Translate(err)
}
var a Archive
return a, json.Unmarshal(raw, &a)
}
// List returns snapshots for a mind (or all when mind is Nil), newest first.
func (s *Store) List(ctx context.Context, mind ids.ID, limit int) ([]Snapshot, error) {
if limit <= 0 || limit > 500 {
limit = 50
}
rows, err := s.DB.Query(ctx, `SELECT `+snapCols+` FROM snapshots WHERE ($1 = '00000000-0000-0000-0000-000000000000'::uuid OR mind_id=$1) ORDER BY created_at DESC LIMIT $2`, mind, limit)
if err != nil {
return nil, err
}
defer rows.Close()
var out []Snapshot
for rows.Next() {
sn, err := scanSnap(rows)
if err != nil {
return nil, err
}
out = append(out, sn)
}
return out, rows.Err()
}
// Delete removes a snapshot that nothing references.
func (s *Store) Delete(ctx context.Context, id ids.ID) error {
_, err := s.DB.Exec(ctx, `DELETE FROM snapshots WHERE id=$1`, id)
return storage.Translate(err)
}
// ForkOptions shape a restore into a new mind.
type ForkOptions struct {
Slug, DisplayName, Notes string
Status minds.Status // default active
Config *minds.CognitiveConfig
Personality *minds.Personality
By string
// OmitAuthority skips AuthorityTables (policies). Import always sets it;
// Fork sets it unless InheritPolicies.
OmitAuthority bool
// InheritPolicies copies the source mind's policies into a fork. It is an
// explicit, audited operator choice; experiments and replays never set it.
InheritPolicies bool
// Omitted is filled by the restore with the rows skipped per table.
Omitted map[string]int
}
// Fork creates a new mind from a snapshot. The new mind's state equals the
// snapshot; its history starts empty and links back through
// forked_from_snapshot to the shared past.
func (s *Store) Fork(ctx context.Context, snapshotID ids.ID, o ForkOptions) (minds.Mind, error) {
a, err := s.Archive(ctx, snapshotID)
if err != nil {
return minds.Mind{}, err
}
o.OmitAuthority = !o.InheritPolicies
m, err := s.restoreNew(ctx, a, &o)
if err != nil {
return m, err
}
if _, err := s.DB.Exec(ctx, `UPDATE minds SET forked_from_mind=$2, forked_from_snapshot=$3 WHERE id=$1`, m.ID, a.Source.MindID, snapshotID); err != nil {
return m, err
}
return s.Minds.Get(ctx, m.ID)
}
// Import validates a hostile archive and restores it into a new mind.
// Authority-bearing tables are never imported: an archive is data about a
// mind, not a grant of permissions on this instance. The number of skipped
// rows is reported in o.Omitted when the caller passes a pointer-free copy;
// use ImportReport to receive it.
func (s *Store) Import(ctx context.Context, a Archive, o ForkOptions) (minds.Mind, error) {
m, _, err := s.ImportReport(ctx, a, o)
return m, err
}
// ImportReport is Import that also returns the rows omitted per table.
func (s *Store) ImportReport(ctx context.Context, a Archive, o ForkOptions) (minds.Mind, map[string]int, error) {
if err := Validate(a); err != nil {
return minds.Mind{}, nil, err
}
o.OmitAuthority = true
m, err := s.restoreNew(ctx, a, &o)
return m, o.Omitted, err
}
func (s *Store) restoreNew(ctx context.Context, a Archive, o *ForkOptions) (minds.Mind, error) {
cfg := a.Mind.Config
if o.Config != nil {
cfg = *o.Config
}
cfg.Normalise()
p := a.Mind.Personality
if o.Personality != nil {
p = *o.Personality
}
if o.Slug == "" {
o.Slug = a.Mind.Slug
}
if o.DisplayName == "" {
o.DisplayName = o.Slug
}
p.Identity.Name, p.Identity.DisplayName = o.DisplayName, o.DisplayName
notes := o.Notes
if notes == "" {
notes = "restored from archive of " + a.Source.Slug + " at event " + fmt.Sprint(a.Source.EventSeq)
}
m, err := s.Minds.Create(ctx, minds.CreateParams{Slug: o.Slug, DisplayName: o.DisplayName, Personality: &p, Config: &cfg, Notes: notes, CreatedBy: o.By})
if err != nil {
return minds.Mind{}, err
}
cols, err := columns(ctx, s.DB)
if err != nil {
return m, err
}
var skip map[string]bool
if o.OmitAuthority {
skip = AuthorityTables
}
err = storage.Tx(ctx, s.DB, func(tx pgx.Tx) error {
omitted, err := Restore(ctx, tx, cols, a, m.ID, skip)
o.Omitted = omitted
if err != nil {
return err
}
if err := quiesceInherited(ctx, tx, m.ID, a.Source.Slug); err != nil {
return err
}
if o.Status != "" && o.Status != minds.StatusActive {
if _, err := tx.Exec(ctx, `UPDATE minds SET status=$2 WHERE id=$1`, m.ID, string(o.Status)); err != nil {
return err
}
}
return nil
})
if err != nil {
// Leave no half-restored mind behind.
s.DB.Exec(ctx, `UPDATE minds SET status='archived', notes=notes||' (restore failed: '||$2||')' WHERE id=$1`, m.ID, err.Error()) //nolint:errcheck
return m, err
}
return s.Minds.Get(ctx, m.ID)
}
// quiesceInherited stops work a new mind inherited mid-flight. Intentions
// and plans are cognitive state and are kept, but approvals, grants and
// executions belong to the source mind, so nothing inherited may continue
// acting: open steps are blocked, open plans blocked and live intentions
// suspended, each with the reason recorded. The new mind's own cognition
// or an operator can take them up again under its own policy.
func quiesceInherited(ctx context.Context, tx pgx.Tx, mind ids.ID, source string) error {
reason := "inherited from " + source + " mid-flight; approvals, grants and executions are not inherited"
if _, err := tx.Exec(ctx, `UPDATE plan_steps SET status='blocked', status_reason=$2, lease_until=NULL, approval_id=NULL, request_id=NULL
WHERE mind_id=$1 AND status IN ('ready','executing','awaiting_approval','awaiting_grant','waiting')`, mind, reason); err != nil {
return err
}
if _, err := tx.Exec(ctx, `UPDATE plans SET status='blocked', status_reason=$2 WHERE mind_id=$1 AND status IN ('validated','waiting','executing','awaiting_approval','replanning')`, mind, reason); err != nil {
return err
}
_, err := tx.Exec(ctx, `UPDATE intentions SET status='suspended', status_reason=$2 WHERE mind_id=$1 AND status IN ('proposed','active','blocked')`, mind, reason)
return err
}
// SortedTables returns table names present in an archive, for display.
func SortedTables(a Archive) []string {
var out []string
for t := range a.Tables {
out = append(out, t)
}
sort.Strings(out)
return out
}
// Scrub removes the content of a redacted row from every stored archive of
// the mind, recording the id in the archive and re-signing it. Returns the
// number of archives changed. Events and model calls are never in archives.
func (s *Store) Scrub(ctx context.Context, mind ids.ID, kind string, id ids.ID) (int, error) {
rows, err := s.DB.Query(ctx, `SELECT id, archive FROM snapshots WHERE mind_id=$1`, mind)
if err != nil {
return 0, err
}
type snap struct {
id ids.ID
raw []byte
}
var snaps []snap
for rows.Next() {
var sn snap
if err := rows.Scan(&sn.id, &sn.raw); err != nil {
rows.Close()
return 0, err
}
snaps = append(snaps, sn)
}
rows.Close()
changed := 0
target := id.String()
for _, sn := range snaps {
var a Archive
if err := json.Unmarshal(sn.raw, &a); err != nil {
continue
}
if !scrubArchive(&a, kind, target) {
continue
}
a.Redacted = append(a.Redacted, target)
a.Checksum = Sum(a)
raw, _ := json.Marshal(a)
counts, _ := json.Marshal(a.Counts())
if _, err := s.DB.Exec(ctx, `UPDATE snapshots SET archive=$2, checksum=$3, size_bytes=$4, counts=$5 WHERE id=$1`, sn.id, raw, a.Checksum, len(raw), counts); err != nil {
return changed, err
}
changed++
}
return changed, nil
}
// scrubArchive replaces the content fields of the matching rows in place.
func scrubArchive(a *Archive, kind, id string) bool {
changed := false
replace := func(table string, match func(r map[string]any) bool, fields map[string]any) {
for _, r := range a.Tables[table] {
if match(r) {
for k, v := range fields {
if _, ok := r[k]; ok {
r[k] = v
}
}
changed = true
}
}
}
byID := func(r map[string]any) bool { return r["id"] == id }
switch kind {
case "memory":
replace("memories", byID, map[string]any{"content": "[redacted]", "detail": map[string]any{"redacted": true}})
case "message":
replace("messages", byID, map[string]any{"content": "[redacted]", "intent": nil})
case "belief":
replace("beliefs", byID, map[string]any{"proposition": "[redacted]", "detail": map[string]any{"redacted": true}})
byBelief := func(r map[string]any) bool { return r["belief_id"] == id }
replace("belief_versions", byBelief, map[string]any{"proposition": "[redacted]", "reason": "[redacted]"})
replace("belief_evidence", byBelief, map[string]any{"note": "[redacted]"})
replace("belief_alternatives", byBelief, map[string]any{"proposition": "[redacted]", "note": "[redacted]"})
}
return changed
}