Agent skill

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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Install this agent skill to your Project

npx add-skill https://github.com/zylos-ai/zylos-core/tree/main/skills/zylos-memory

SKILL.md

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, use the current session's available background-agent capability 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.

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.

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. 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"
  7. 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 and pending tasks.
  • references.md: pointers only; do not duplicate .env values.

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).
  • memory-status.js: quick health summary.

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/.
  • state.md is the strictest — must stay under 4KB.

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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