xantham-memory

name: xantham-memory description: Use BEFORE generating any non-trivial reply on Telegram (i.e., a reply that references a project, URL, person, or named entity the user cares about). Surfaces relevant project / feedback / profile / reference memory from `memory/` so the reply is grounded in current state, not assumptions. Also handles manual `/dream` invocations + scheduled 24h+5-session consolidation passes. architectural_role: trunk compatibility: "Claude Code only" metadata: pattern: 3 pattern_name: "Iterative refinement" last_updated: 2026-05-10

Two modes:

Active recall (session-start + per-turn). Extract entities from the inbound message + Xantham's current task, search memory/ semantically, inject the top-N hits into Xantham's working context BEFORE the first reply.
Dream consolidation (manual or scheduled). Run a 4-phase pass over memory/ to merge contradictions, drop stale, normalize dates, rebuild MEMORY.md index.

Skip conditions

DO NOT invoke active recall for: greetings (hi, hey, gm, sup), one-word confirmations (yes, ok, go), commands (sync, wrapup, healthcheck, help, team, projects, status, monitor, deploy, history, brain, notes).

Mode A: Active recall

When triggered, the orchestrator should:

Read inbound text (from data/runtime/inbound.txt if Stop hook captured it, otherwise from the latest user message).
Run bash scripts/active-recall-entities.sh (Task 16) — emits entities one per line. Person names match the watch-list in memory/profile/*.md (e.g. alex, sam, jordan, casey).
For each entity (cap 2), run bash scripts/memory-search.sh "<entity>" and dedup hits. Person matches surface the corresponding memory/profile/<person>.md first because file basename strongly signals.
Inject the formatted <memory> block into Xantham's context BEFORE generating the reply.

Implementation in scripts/active-recall.sh (Task 17). Within-session cache at data/runtime/active-recall-cache.tsv (Task 18). Wired into Xantham's session-start by CLAUDE.md directive (Task 19).

Per-person profile files (shipped 2026-05-10)

memory/profile/<person>.md is the per-person sibling of memory/profile_zaki.md. One file per regularly-mentioned external person (clients, collaborators, reviewers). Each carries type: profile-person frontmatter + a structured shape (Who they are / How to address / Active threads / Past patterns / Sensitivities / Evidence trail).

These files surface automatically via active recall when the person's name appears in inbound text. To populate after a new interaction:

Manual: bash scripts/profile-person-update.sh <person> "<fact>" — appends a timestamped fact under a "Pending review" section; bumps last_verified.
Automatic at session-end: scripts/session-end-sync.sh runs scripts/profile-person-update.sh --scan-tail 4 which writes candidate facts (one section per mentioned person) to data/runtime/profile-person-pending.md. Xantham reviews + applies on next session start.

Privacy guardrail: the appender refuses facts containing phone / email / postcode patterns. Use the structured profile sections for verified contact details, or rephrase.

To add a new tracked person: create memory/profile/<name>.md with the standard frontmatter + shape, then add the name to the hardcoded list in scripts/active-recall-entities.sh (lines ~120, "for name in ..."). The active-recall path will pick it up immediately; memory-search semantic hits land after the next post-commit embed.

Mode B: Dream consolidation

Triggered by:

Manual: the user sends dream / /dream / "consolidate memory"
Scheduled: Stop hook on session end if 24h + 5 sessions elapsed since last run

Four phases (per Anthropic Auto Dream pattern, since native is still feature-flagged in our tier as of May 2026):

Orient (scripts/dream/phase1-orient.sh, Task 20) — read MEMORY.md + profile_zaki.md + corrections-promoted.jsonl + last 5 reflections; emit JSON map of current state
Gather signal (scripts/dream/phase2-gather.sh, Task 21) — scan last N sessions' telegram + audit for repeated patterns / contradictions / decisions
Consolidate (scripts/dream/phase3-consolidate.sh, Task 22) — convert relative dates, drop contradicted entries, merge overlapping; promote cross-cutting items to procedural/; compress episodic > 30d into semantic summaries
Prune & index (scripts/dream/phase4-prune.sh, Task 23) — rebuild MEMORY.md (cap 200 lines), re-embed via post-commit, write data/dream-runs/<ts>/changes.md

Cost cap: $1/run, never re-run within 23h. Orchestrator at scripts/dream.sh (extended in Task 24).

File layout this skill operates over (post Phase 2)

memory/
├── MEMORY.md              (auto-regenerated index, capped at 200 lines)
├── profile_zaki.md        (top-level Profile bucket, mutable narrative)
├── agent-memory/          (9 agent dirs)
├── episodic/<date>.md     (daily rolled telegram + reflection + commits)
├── semantic/
│   ├── feedback/          (89 files: feedback rules)
│   ├── project/           (27 files: per-project state)
│   ├── reference/         (12 files: external references)
│   ├── note/              (20 files: ad-hoc notes)
│   └── user/              (3 files: user atomic facts)
├── procedural/README.md   (pointers to CLAUDE.md + skills + hooks)
└── .private/                  (gitignored private memory; ALL iterators dot-prune)

The dot-prefix carveout invariant MUST hold. Active recall + dream both use the centralised walker at embed-memories.py walk_markdown which dot-prunes by default since 2026-05-04.

Status

Task 15 scaffolds this file. Tasks 16-19 build Mode A. Tasks 20-24 build Mode B. Task 19 wires Mode A into CLAUDE.md.

Until Tasks 16-19 land, this skill description triggers but the orchestrator has no scripts/active-recall.sh to call. That's expected mid-build.