# Sleep Layer & Session Self-Audit Day sessions → overnight consolidation → morning report. Three nightly phases on an Anthropic-cloud agent, plus an always-on session retrospective. --- ## The nightly cycle at a glance The sleep layer is a **three-phase nightly cycle** on an Anthropic-cloud agent. The three phases run in order on the same scheduled trigger. ``` YOUR NIGHT ┌──────────────────────────────────────────────────────┐ Day →→→ │ Phase A Phase B Phase C │ →→→ Morning │ INCUBATION REM NREM │ │ "sleep on it" consolidation deep-sleep │ │ v0.12.0 v0.11.0 v0.13.0 │ │ (queued tasks) (trace patterns) (conflict │ │ refactor) │ └──────────────────────────────────────────────────────┘ ↓ ↓ ↓ sleep-results/ reports/sleep-*.md sleep-deep/*.md .md (always) (every N days) ``` **Biological analog.** Your Mac is the hippocampus (fast, stateful, volatile — captures raw episodes). The memory-repo is the transport layer. The cloud agent is the neocortex (slow, stateless, generalising). The morning `git pull` is the recall. Phase A mirrors the "sleep on it" effect (Wagner et al. 2004, *Nature*), Phase B mirrors REM dream-state pattern extraction, Phase C mirrors NREM slow-wave system consolidation. **Phase interaction rules (important):** - A `marathon` task in Phase A (8-hour budget, 1 task only) **owns the whole night** — Phases B and C are skipped for that night. Traces are append-only, so the next night's Phase B picks up the skipped backlog. - Phase C only fires when today is a multiple of `DEEP_SLEEP_CRON_DAYS` (default 7) counted from your install date. Anchor lives in `sync-repo/reports/install-anchor.txt`. - The morning report is for **HUMAN review**. It is NEVER auto-injected into a Claude Code session. Any rule or hook that emerges from it is installed via `/escalate-recurrence` — not by the cloud agent. Governed end-to-end by 5 in `~/.claude/rules/sleep-layer.md`. ## Session self-audit (4) KeiSeiKit auto-analyzes sessions on 3 triggers: - **Stop event** — session ended; `session-end-dump.sh` archives the JSONL trace and ingests it into `kei-memory`. - **Milestone commits** — `git commit -m "feat:"` / `"refactor:"` / `git merge`; `milestone-commit-hook.sh` appends a one-line session summary to `~/.claude/memory/audit-backlog.md`. - **Error spike** — 3+ errors in the last 20 tool calls; `error-spike-detector.sh` tags the pattern and logs it. Findings surface via click-only `AskUserQuestion`, routing to `/escalate-recurrence` (codify rule + wiki + hook), `/debug-deep` (5-phase RCA), or the audit backlog (log-only). **Silent-first**: the first 10 sessions log only — prompts activate from session 11 onward so the memory store has a useful baseline before it interrupts you. Counter lives in `~/.claude/memory/audit-backlog.md` as ``. Manual trigger: `/self-audit` skill (same flow, invoked on demand). Requires the `kei-memory` primitive. Included in the `dev` and `full` profiles; otherwise add via `./install.sh --add=kei-memory`. ## Cloud REM sync (v0.11.0) — Phase B Run a nightly "sleep" cycle on Anthropic's cloud — no laptop, no infra, no DevOps. **How it works:** - Each session: your Mac pushes trace JSONL to a private git repo you control - 03:00 local time: a remote Claude Code agent clones the repo, analyzes the last 24h of traces, writes `reports/sleep-YYYY-MM-DD.md`, and commits back - Next morning: `git pull` and read the consolidated findings **Setup (one-time, ~5 min):** 1. Create an empty private repo on GitHub / GitLab / Bitbucket / self-hosted Forgejo 2. In Claude Code run `/sleep-setup` 3. The wizard generates an SSH deploy key → you paste it into the repo's deploy-key settings with WRITE access 4. The wizard emits a ready-to-paste `/schedule create` command, converted to your local 03:00 in UTC After that, the sleep cycle runs every night automatically. The morning report is yours to read — nothing is auto-injected back into any session. **Requires** the `kei-memory` primitive (shipped in the `dev` and `full` profiles; add via `./install.sh --add=kei-memory` otherwise). Sleep-sync scripts themselves are installed unconditionally and stay dormant until you opt in via `/sleep-setup`. Opt in at install time with `./install.sh --with-sleep-sync` (TTY-only). Governed by 5 in `~/.claude/rules/sleep-layer.md`. ## Sleep on it (incubation, v0.12.0) — Phase A Defer a hard question or research task to the nightly remote agent: run `/sleep-on-it`, fill in one free-text field plus three clicks (type / priority / format), submit. The task lands in `sync-repo/sleep-queue/` and the nightly agent processes it before REM consolidation. Priority maps to a wall-clock budget. Pick the one that matches the task's difficulty: | Priority | Budget | When to pick | |---|---|---| | Quick | 15 min, this night | Simple questions, fast lookups | | Standard | 60 min, this night | Default, medium research | | Deep | 4 hours, this night | Serious derivations, thorough prior-art | | Marathon | Full night (up to 8 h), **1 task only** | Hard equations, full autonomy; Phase B REM skipped that night | | Weekly batch | 60 min, next Sunday UTC | Non-urgent research | Checkpointing: Standard / Deep / Marathon runs commit a `.partial.md` every 20–30 minutes, so if the cloud session is cut short you still get the partial on morning pull. Typical use: - "Should I use a continuous-time net for memory re-ranker?" → deep-research → architectural recommendation by morning - "Compare SvelteKit vs Astro vs Next.js App Router for the kit's landing" → comparative study - "Derive closed form for an attractor on a Stiefel manifold" → marathon mode, full night of autonomous derivation - "What patterns in audit-backlog have highest impact?" → pattern analysis Results in `sync-repo/sleep-results/.md`, linked from the next morning's REM report. Biological analog: the REM-sleep "sleep on it" effect (Wagner et al. 2004, *Nature*). Queue mutations go through the `kei-sleep-queue` helper. ## Deep-sleep NREM consolidation (v0.13.0) — Phase C A third nightly phase — **Phase C** — runs after REM on a user-chosen cadence (default: every 7 days). Biological analog: NREM slow-wave-sleep system consolidation. The remote agent scans your memory-repo for conflicts across rules, hooks, `_blocks/`, and memory (contradictory directives, overlapping hook matchers, >70%-duplicate blocks, orphaned wikilinks, Constructor-Pattern violations) and produces a structured refactor plan. **4-primitive pipeline, in order:** ``` kei-conflict-scan → kei-refactor-engine → kei-graph-check (via kei-store transport) (detect) (propose) (verify) (read/write memory-repo) ``` 1. `kei-conflict-scan` reads `_rules/`, `hooks/hooks.json`, `_blocks/`, and `memory/` and emits a typed conflict list (name-collision, matcher-overlap, duplicate-block, orphan-wikilink, CP-violation). 2. `kei-refactor-engine` groups conflicts by safe-to-auto-resolve vs `requires_human_decision` and writes the plan + auto-resolve markdown. 3. `kei-graph-check` walks every wikilink / block-ref / handoff-ref in the proposed state; if anything fails to resolve, the fork branch is blocked and the plan is annotated. 4. `kei-store` is the transport — reads the pre-state from your GitHub / Forgejo / Gitea / FS / S3 backend and writes the two output files back atomically. **Concrete example** (real category, paraphrased): > Conflict detected: hook `.sh` (PreToolUse:Bash, matcher `git push`) and rule file `patents.md` (§"Never reference unfiled applications") both govern the same risk surface — a github push containing private language. The hook blocks on URL; the rule blocks on content. Suggested refactor: keep both (they are complementary), but add a cross-ref from `patents.md` to the hook so a future reader sees the two-layer defence. Auto-resolvable (pure documentation edit, no behaviour change). Written to `YYYY-MM-DD-autoresolve.md` for human review. Two output modes, chosen once in `/sleep-setup` Phase 3b: - **Plan only** (default) — markdown report in `sync-repo/sleep-deep/YYYY-MM-DD-plan.md`. Read in the morning, decide what to merge by hand. - **Plan + fork** — same plan plus an auto-resolve review markdown (`YYYY-MM-DD-autoresolve.md`) listing the auto-resolvable conflicts with WHY / EXAMPLE / TRADEOFF per item. You open each file in an editor, apply the suggested change, commit on a `deep-sleep/YYYY-MM-DD` branch, then let the graph-check gate verify the wikilinks still resolve. > v0.14.1 retraction: earlier README claimed a `git apply`-ready patch. The engine cannot synthesise real unified-diff hunks without reading the source files — that would risk fabricated edits (RULE 0.4). The autoresolve file is now plain markdown reviewed and applied by hand; the "fork" path only automates the rename/move class of ops, not content edits. **Zero-conflict guarantee:** any conflict the engine marks `requires_human_decision` is EXCLUDED from the auto-resolve markdown and listed plainly in the plan. No silent auto-apply of ambiguous changes. **Store backends** (picked in Phase 3b, consumed via the new `kei-store` trait): | Backend | Status | Notes | |---|---|---| | GitHub private | production | SSH deploy key or PAT; default | | Forgejo self-hosted | production | Same wire protocol as GitHub | | Gitea self-hosted | production | Same wire protocol | | Filesystem only | production | Local `.git`; no push; fastest | | S3 / R2 / MinIO | production (v0.21, behind `s3` feature) | Real GetObject / PutObject / ListObjectsV2 via `aws-sdk-s3`. Build with `cargo build -p kei-store --features s3` and set `[s3] bucket = "..."` in `store-config.toml`. AWS default credential chain (env vars → `~/.aws/credentials` → IMDS). Custom endpoint for R2 / MinIO / Wasabi via `KEI_STORE_S3_ENDPOINT` env or `s3.endpoint` TOML field. Binary grows ~5 MB when the feature is on. Omit the feature OR omit `s3.bucket` to fall back to the v0.14 local-manifest stub (still gated by `KEI_STORE_ALLOW_S3_STUB=1`). | Requires the new `kei-conflict-scan`, `kei-refactor-engine`, `kei-graph-check`, and `kei-store` primitives (shipped in the `dev` and `full` profiles). Governed by the Phase C extension of 5 in `~/.claude/rules/sleep-layer.md`.