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zylos-memory

zylos-ai/zylos-core/skills/zylos-memory/SKILL.md

Core memory system. Maintains persistent memory across sessions via tiered markdown files following the Inside Out model. Handles Memory Sync (processing conversations into structured memory), session rotation, consolidation, and context-aware state saving. Must be launched via a runtime-appropriate background subagent mechanism — do not invoke with the Skill tool.

Skill1.2k starsChanged 7 months ago

What's in it

  1. Memory System
  2. Architecture
  3. Memory Sync
  4. Priority
  5. Trigger Paths
  6. Codex Background Execution
  7. Sync Flow
  8. Classification Rules
  9. File Formats and Examples
  10. Supporting Scripts
  11. Consolidation Review
  12. Core File Budgets
  13. Session Logs
  14. Reference Files (reference/.md)
  15. User Profiles
  16. General Rules
  17. Best Practices
---
name: zylos-memory
description: >-
  Core memory system. Maintains persistent memory across sessions via tiered
  markdown files following the Inside Out model. Handles Memory Sync (processing
  conversations into structured memory), session rotation, consolidation, and
  context-aware state saving. Must be launched via a runtime-appropriate
  background subagent mechanism — do not invoke with the Skill tool.
disable-model-invocation: true
user-invocable: false
---

# Memory System

Maintains persistent memory across sessions via tiered markdown files.
This skill must be run via a runtime-appropriate background subagent mechanism. For Claude, use the Task tool (`subagent_type: general-purpose`, `model: sonnet`, `run_in_background: true`). For Codex, prefer the session's native subagent tools `spawn_agent`/`wait_agent` (host session tools — they do not appear in `codex --help`) with a Codex-supported model; do not hardcode `sonnet`.

## Architecture

```text
~/zylos/memory/
├── identity.md              # Bot soul + digital assets (always loaded)
├── state.md                 # Active working state (always loaded)
├── references.md            # Pointers to config files (always loaded)
├── users/
│   └── <id>/profile.md      # Per-user preferences
├── reference/
│   ├── decisions.md         # Key decisions with rationale
│   ├── projects.md          # Active/planned projects
│   ├── preferences.md       # Shared team preferences
│   └── ideas.md             # Uncommitted plans and ideas
├── sessions/
│   ├── current.md           # Today's session log
│   └── YYYY-MM-DD.md        # Past session logs
└── archive/                 # Cold storage
```

## Memory Sync

### Priority

Memory Sync is the highest-priority internal maintenance task.
When triggered, run it before handling queued user messages.

Memory Sync is maintenance-only. A sync subagent must not reply through C4,
process user-facing tasks, modify business/project repositories, install or
upgrade components, restart services, or apply runtime changes outside the
sync flow below.

### Trigger Paths

1. Session init: if C4 unsummarized count is over threshold, launch memory sync.
2. Scheduled context check: if context usage is high, launch memory sync.

Both launch a background subagent using the current runtime's supported subagent mechanism with this file's Sync Flow as the prompt.

### Codex Background Execution

In Codex, use the session's native subagent tools: `spawn_agent` to
launch the sync subagent and `wait_agent` to collect its result. These are
host session tools — they do not appear in `codex --help`. For a single
long-running command, an async exec session (`exec_command` +
`write_stdin`) also works. Bare `nohup ... &` does NOT survive the
tool-call boundary and must never be used for sync. Never use PM2 for
sync — do not create PM2 services, run `pm2 start ... codex exec ...`, or
fork an extra `codex exec` sidecar: one-shot sync processes leave stopped
services piling up in the PM2 list. If the session exposes no native
background-agent capability, run the sync inline as a last resort and note
that in the handoff/status.

Before starting Memory Sync, check for existing in-flight sync work: if the
runtime exposes background-agent status, check it for a running sync subagent
and do not start another sync writer while one is in flight.

### Sync Flow

1. Rotate session log if needed:
   `node ~/zylos/.claude/skills/zylos-memory/scripts/rotate-session.js`
2. Fetch unsummarized conversations from C4:
   `node ~/zylos/.claude/skills/comm-bridge/scripts/c4-fetch.js --unsummarized`
   If output says "No unsummarized conversations.", skip to step 5
   (still save current state). Otherwise, note the `end_id` from the
   `[Unsummarized Range]` line.
3. Read memory files (`identity.md`, `state.md`, `references.md`, user profiles, `reference/*`, `sessions/current.md`).
4. Extract and classify updates from conversations into the correct files.
5. Write memory updates (always — even without new conversations,
   update `state.md` and `sessions/current.md` with current context).
6. Audit `references.md` against its content rules
   (`references/references-file-format.md`): relocate rule-violating
   entries to their routed destination (`reference/decisions.md`,
   `archive/`, or a pointer to the config file) instead of leaving or
   appending them. If the file exceeds the 8KB warn threshold
   (`memory-status.js` reports WARN), trim until it is back under.
7. Audit `state.md` against its content rules
   (`references/state-format.md`): relocate rule-violating content to its
   routed destination (`reference/projects.md`, `reference/decisions.md`,
   `archive/`, or a pointer to the on-demand file that already holds it)
   instead of leaving or appending it. If the file exceeds the 10KB warn
   threshold (`memory-status.js` reports WARN), trim until it is back
   under.
8. Create checkpoint (only if conversations were fetched in step 2):
   `node ~/zylos/.claude/skills/comm-bridge/scripts/c4-checkpoint.js create <end_id> --summary "SUMMARY"`
9. Confirm completion.

## Classification Rules

- `reference/decisions.md`: committed choices that close alternatives.
- `reference/projects.md`: scoped work efforts with status.
- `reference/preferences.md`: standing team-wide preferences.
- `reference/ideas.md`: uncommitted proposals.
- `users/<id>/profile.md`: user-specific preferences.
- `state.md`: active focus, pending items, and blockers only, per the
  content rules in `references/state-format.md`; completed-task narrative,
  decisions, and run history are routed out, never accumulated.
- `references.md`: pointers and stable identifiers only, per the content
  rules in `references/references-file-format.md`; never duplicate config
  values, never accumulate narrative history.

## File Formats and Examples

Each memory file type has a format definition in `references/` and a
worked example in `examples/`:

| File | Format | Example |
|------|--------|---------|
| `identity.md` | `references/identity-format.md` | `examples/identity.md` |
| `state.md` | `references/state-format.md` | `examples/state.md` |
| `references.md` | `references/references-file-format.md` | `examples/references.md` |
| `users/<id>/profile.md` | `references/user-profile-format.md` | `examples/user-profile.md` |
| `reference/decisions.md` | `references/decisions-format.md` | `examples/decisions.md` |
| `reference/projects.md` | `references/projects-format.md` | `examples/projects.md` |
| `reference/preferences.md` | `references/preferences-format.md` | `examples/preferences.md` |
| `reference/ideas.md` | `references/ideas-format.md` | `examples/ideas.md` |
| `sessions/current.md` | `references/session-log-format.md` | `examples/session-log.md` |

## Supporting Scripts

- `session-start-inject.js`: prints core memory context blocks for hooks.
- `rotate-session.js`: rotates `sessions/current.md` at day boundary.
- `daily-commit.js`: local git snapshot for `memory/` if changed.
- `consolidate.js`: JSON consolidation report (sizes, age, budget checks).
  Use for deliberate memory maintenance, or for scheduler-triggered
  consolidation when such a task is configured. Review the report and apply
  the Consolidation Review rules below.
- `memory-status.js`: quick health summary.
  Use when you need a fast manual check of core file sizes and budget status.
  If it reports `OVER`, run `consolidate.js` and perform the needed cleanup.

C4 scripts used by sync flow (provided by comm-bridge skill):
- `c4-fetch.js --unsummarized`: fetch unsummarized conversations and range.
- `c4-checkpoint.js create <end_id> --summary "..."`: create sync checkpoint.

## Consolidation Review

The weekly consolidation task runs `consolidate.js` and outputs a JSON report.
Review the report and apply these rules:

### Core File Budgets
- Files over 100% budget: summarize and trim older entries.
  Move historical content to `reference/` or `archive/`.
- `identity.md`, `state.md`, and `references.md` must stay under 16KB.
- Apply file-specific cleanup:
  - `identity.md`: keep only stable identity traits, principles, durable
    collaboration style, and digital asset references. Move operational state
    and one-off lessons elsewhere.
  - `state.md`: keep active focus, pending tasks, and recent completions.
    Move completed or historical detail to `sessions/current.md` or
    `reference/`. Apply the content rules in `references/state-format.md`;
    the sync-time audit (Sync Flow step 7) should keep it under the 10KB
    warn threshold.
  - `references.md`: keep pointers and lookup facts only. Move prose,
    project history, and detailed decisions to `reference/`. Apply the
    content rules in `references/references-file-format.md`; the sync-time
    audit (Sync Flow step 6) should keep it under the 8KB warn threshold.

### Session Logs
- Logs in `archiveCandidatesOlderThan30Days`: move from `sessions/` to `archive/`.

### Reference Files (`reference/*.md`)
These files have no size cap. Maintenance is at the entry level.
Freshness is reported by file mtime (Phase 1 limitation):
- **active** (< 7 days): no action.
- **aging** (7–30 days): no action.
- **fading** (30–90 days): open the file. Review entries by their dates
  and status fields. Update or confirm still-relevant entries; move
  obsolete entries (superseded/completed/abandoned/dropped) to `archive/`.
- **stale** (> 90 days): same as fading, but prioritize review.
  Entries that are clearly still critical may remain.

**Immunity:** Entries with importance 1-2 (defined in entry metadata) are
immune to automatic fading suggestions. They may still be reviewed but
should not be archived based on age alone.

### User Profiles
- Profiles over ~1KB: summarize older notes.

### General Rules
1. Never delete — always move to `archive/`. Content is recoverable
   from `archive/` or git history.
2. Log consolidation actions in `sessions/current.md`.

## Best Practices

1. Keep `state.md` lean (tight context budget).
2. Prefer updates over duplication.
3. Use explicit dates/timestamps for entries.
4. Archive instead of deleting historical data.
5. Route user data to user profiles.
6. Keep configuration values in config files; use `references.md` as an index.

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