reflect() now tells her how long since her OWN last reflection (not just since
Brian spoke) and instructs her not to restate her last reflection when little has
changed. Necessary but not sufficient — repetition is also driven by a content
attractor (see follow-up).
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
The examine step specifically hunted "warm empathetic supportive presence" and
equated honesty with "smaller/more boring," so it overcorrected the original
sycophancy into the opposite rut: every overnight metacognition entry was a
near-identical "I don't really feel anything, I'm just a functional tool" —
which also contradicts the persona's "own your moods, no qualia disclaimers."
Rebalanced: target dishonesty in BOTH directions (inflation AND performed
self-deprecation), aim at truth not modesty, keep her genuine moods per persona,
and have her notice when she's repeating the same self-criticism (the loop is
itself a rut).
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Her reflections/metacognition were capped rolling windows (6/5), so older
thoughts were lost for good. Now everything she produces is also appended to a
permanent, append-only journal; the capped lists stay as her working-memory
window for context.
- memory: journal table + add_journal_entry/list_journal
- reflect(): persists every committed reflection + critique to the journal, and
the examine step gains a "journal" field — a deliberate, first-person note she
writes for herself (her knowing journaling), tagged by source (dream/manual)
- web: /journal diary view (kind filters, grouped by day) + /journal/data;
linked from /self
- tests assert reflections + metacognition land in the journal
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
You couldn't see her actually correct herself — /self showed only the result.
Now:
- reflect() logs the draft, the revised/committed version, and the self-critique
to the live log as an expandable "view details" block
- POST /self/reflect runs a reflection in the web process so it lands in /logs
live (reflections normally run in the dream process, whose logs only go to
journald); "↻ Reflect now" button on /self triggers it, with a logs ↗ link
- log viewers relabel the expander "view full prompt" -> "view details" (it now
carries prompts and reflection diffs)
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
reflect() is now two steps: draft a reflection, then read her own draft back
critically and revise it — catching flattery, sycophantic drift toward "warm
supportive presence," or just-restating-herself — and commit the honest version.
What she catches is stored as a new `metacognition` layer, rendered into her
chat context and shown on /self. This is her thinking about how she thinks, and
a direct counter to the drift we observed.
- self_state: _EXAMINE_PROMPT + two-step reflect (draft -> examine -> revise),
falls back to the draft if the examine step won't parse; metacognition capped
at 5 and surfaced in render_for_context
- fix: load() deep-copies DEFAULT_STATE — the shallow copy let a fresh Lyra's
first reflect mutate the module-level default's nested lists
- self.html: "How she's caught herself thinking" card
- tests: two-step revise + critique recording, and draft-fallback on bad parse
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Live finding: her real reflections ARE injected every turn, but unlabeled — so
when asked about her "dream cycle" she recited the obsolete Dec-2025 spec from
imported memory (NVGRAM/awake-sleep) and confabulated fake example reflections
instead of reading the real ones in front of her.
- self_state.render_for_context: label the reflections as her own autonomously
generated dream-cycle thoughts ("these are really yours, not hypotheticals"),
not a vague "on your mind lately"
- persona: describe the dream cycle as her actual running mechanism, instruct
her to answer from the inner-state block, not recite old design docs, and
never invent example reflections to demo the feature
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
She had no clock: current date/time and the gap since Brian last spoke were
invisible between turns, and reflection was timeless. Now:
- lyra/clock.py: wall-clock stamp + coarse human gaps ("3 days")
- chat: inject a 'now' note (date/time + gap since last turn) after her
self-state — when she is, before the world
- reflect(): feed current time + silence gap into reflection, neutrally —
prompt invites her to weigh elapsed time "to whatever degree it genuinely
affects you" (no prescribed feeling; whether silence means anything is left
to emerge)
- memory.last_exchange_at(): timestamp of the most recent exchange
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Lyra's inner loop for when no one's talking to her. Each pass senses her own
backlog/novelty, lets four drives build from real signals, and acts on those
past threshold:
- continuity -> summarize sessions with new turns
- coherence -> rebuild profile/eras/narrative (stale once new gists land)
- curiosity -> reflect() and evolve the self-state
- stability -> readout of how caught-up she ended up
Drives are rendered into chat context so she can feel them. Causal chain:
consolidation creates gists -> coherence rises -> integration fires next.
- lyra/dream.py: dream_cycle() + lyra-dream CLI (--force, --loop SECONDS)
- memory: backlog_stats(), profile_sessions_covered(), WAL + busy_timeout
so a separate dream process coexists with the web server
- self_state: DEFAULT_DRIVES baseline + drives in render_for_context
- tests/test_dream.py: backlog sensing + a full forced pass (LLM stubbed)
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
Give Lyra a model of *herself* (vs the profile/narrative which model Brian):
- persona: a real origin/identity — she's an AI and knows it (Bender/C-3PO
style), with the Cortex/NeoMem lineage as her actual past, so "how were you
made" stops falling through to generic-assistant deflection.
- memory: self_state table (JSON blob) + get/set_self_state.
- lyra/self_state.py: evolving first-person inner state (mood, valence, energy,
confidence, curiosity, self_narrative, relationship, reflections). render_for_
context injects it; reflect() updates it from recent activity. `lyra-reflect`.
- chat.build_messages injects her interiority right after the persona — she
speaks from a continuous self, not a reset.
The state -> behavior -> reflection -> updated state loop is the substrate for
the emergence experiment. Verified: reflection shifted mood curious->reflective
and produced genuine first-person self-observations.
Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
serversdown