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zylos-memory

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.

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zylos-ai/zylos-core
最近来源活动
2026年8月14日 08:45
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英语
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SKILL.md
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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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