Memorist Agent

Help your parents and grandparents tell their stories before it's too late.

Memorist Agent conducts adaptive, empathetic interviews across 9 life domains — in English or Chinese. It remembers every name, place, and year the narrator mentions and follows up with targeted questions to draw out richer memories.

Why Memorist Agent?

• Local-first — Every story fragment, entity, and chapter lives on your machine at ~/.openclaw/memorist_agent/. Nothing is uploaded to any server. You own your family's data completely.
• Private by design — No accounts, no cloud sync, no third-party databases. The only network calls are the ones you explicitly trigger (sending a WhatsApp question or sharing an export). Delete the folder and it's gone.
• Easy to use — Run /memorist_agent setup, answer 4 questions, and you're interviewing. Relay mode works immediately with zero configuration. WhatsApp auto-reply takes one extra command. The AI handles question flow, entity tracking, and story writing — you just talk to your family.
• Bilingual — Native support for English and Chinese (普通话). The agent mirrors the narrator's language naturally, including dialect phrases and colloquial expressions.
• Works with any channel — WhatsApp, Telegram, WeCom, iMessage, or just relay questions in person over tea. The skill adapts to however your family communicates.

Quick Start — Your First Interview

Step 1 — Set up a narrator:

/memorist_agent setup

Step 2 — Pick "Relay" mode (easiest — no extra config needed). You'll get questions to ask your narrator in person, over the phone, or via any messaging app. Type or paste their answers back.

Step 3 — Run the interview:

/memorist_agent interview --narrator "Dad"

That's it. After 3–5 questions, the skill saves a story fragment automatically.

Want hands-free WhatsApp? Pick "WhatsApp auto-reply" during setup instead. The narrator chats directly with their own dedicated agent — no copy-pasting needed. Requires WhatsApp gateway setup (see Prerequisites below).

What You Need

• OpenClaw gateway running: openclaw status should show gateway running.
• Everything else is set up automatically on first run.

Nice to have (based on your setup):

| Feature | What to configure | |---------|-------------------| | WhatsApp auto-reply | WhatsApp linked (openclaw status), narrator's number in channels.whatsapp.allowFrom or dmPolicy: "open", mkdir -p ~/.openclaw/media | | Telegram auto-reply | Telegram bot configured, narrator's numeric user ID in channels.telegram.allowFrom | | WeCom auto-reply | @sunnoy/wecom plugin loaded, channels.wecom.enabled: true | | iMessage auto-reply | macOS only. channels.imessage.enabled: true, narrator's phone/email in channels.imessage.allowFrom, Full Disk Access granted to terminal. Requires imsg CLI (brew install pj4533/homebrew-imsg/imsg) | | Voice replies (TTS) | messages.tts configured in openclaw config — see references/media-and-voice.md | | Voice note transcription | pip3 install mlx-whisper (Apple Silicon) or brew install openai-whisper, or run /memorist_agent setup-stt |

File paths use ~/.openclaw/ ($HOME/.openclaw/ on all platforms — macOS, Linux, Windows WSL).

Commands

| Command | Description | |---------|-------------| | /memorist_agent setup | Add a narrator and configure their interview channel | | /memorist_agent interview [--narrator NAME] [--domain DOMAIN] | Start or continue an interview session | | /memorist_agent spawn [--narrator NAME] | Enable auto-reply — creates a dedicated agent for this narrator | | /memorist_agent despawn [--narrator NAME] | Disable auto-reply — remove the dedicated agent | | /memorist_agent remind [--narrator NAME] | Send a gentle reminder to continue their story | | /memorist_agent stories [--narrator NAME] [--domain DOMAIN] | Browse collected story fragments | | /memorist_agent entities [--narrator NAME] | Show the entity map: people, places, years | | /memorist_agent compile [--narrator NAME] | Compile fragments into polished memoir chapters | | /memorist_agent export [--narrator NAME] [--format md\|json\|txt] | Export the memoir to a file | | /memorist_agent share [--narrator NAME] | Invite a family co-editor to review | | /memorist_agent status | Show all narrators, progress, and agent status | | /memorist_agent setup-stt | Auto-install voice transcription |

Life Story Domains

| ID | Domain (EN) | Domain (ZH) | Sample Opening Question | |----|-------------|-------------|------------------------| | origins | Origins & Childhood | 出身与童年 | "Where were you born, and what's your earliest memory of home?" | | growing-up | Growing Up | 成长岁月 | "What was school like for you? Who were your closest friends?" | | family-history | Family History | 家族历史 | "Tell me about your parents — what kind of people were they?" | | love | Love & Partnership | 爱情与伴侣 | "How did you and Mum/Dad first meet?" | | work | Work & Career | 工作与事业 | "What was your first real job? What did you dream of becoming?" | | places | Places & Journeys | 地方与旅途 | "What places have you lived in across your life?" | | history | Historical Moments | 历史时刻 | "You lived through decade] — what do you remember most?" | | milestones | Family Milestones | 家庭里程碑 | "What family celebrations stand out most in your memory?" | | wisdom | Values & Wisdom | 价值观与智慧 | "What's the most important lesson life has taught you?" |

Storage Layout

All data is stored locally at ~/.openclaw/memorist_agent/:

~/.openclaw/memorist_agent/
├── owner.json                           # Skill owner's name
├── narrators.json                       # Index of all narrators
├── narrators/
│   └── {narrator-id}/
│       ├── profile.json                 # Narrator metadata & domain progress
│       ├── entities.json                # Extracted people, places, years
│       ├── sessions.json                # Interview session log
│       ├── fragments/                   # Story fragments by domain
│       ├── chapters/                    # Compiled memoir chapters
│       ├── exports/                     # Exported memoir files
│       └── workspace/                   # Agent workspace (if auto-reply enabled)

/memorist_agent setup

Purpose: Register a narrator and choose how interviews will be conducted.

Steps:

1. First-run bootstrap: Create the data directory if it doesn't exist:

• mkdir -p ~/.openclaw/memorist_agent/narrators
• If narrators.json doesn't exist, create it as [].
• If this is the first run, ask: "What's your name? (This is how narrators will know who set this up.)" Save to ~/.openclaw/memorist_agent/owner.json as { "name": "{name}" }. Skip if owner.json already exists.

1. Ask the user:

Let's set up your narrator. I'll ask a few questions.

1. What is their name? (e.g. "Dad", "Grandma Li", "Uncle Chen")
2. What's their relationship to you? (parent / grandparent / relative / friend)
3. What language should I interview them in?

1] English 2] Chinese (普通话) 3] Both (start in Chinese, key summaries in English)

1. How should I conduct interviews?

1] Relay — I give you questions, you ask them and bring back answers (Works with any channel: in person, phone call, WeChat, etc.) 2] WhatsApp auto-reply — they chat directly with a dedicated agent (Requires WhatsApp gateway. I'll help you set it up.) 3] iMessage auto-reply — they chat via iMessage with a dedicated agent (macOS only. Requires iMessage channel configured.) 4] Telegram auto-reply — they chat via Telegram with a dedicated agent (Requires Telegram bot configured.) 5] Live — the narrator is here right now, let's start talking

1. If "WhatsApp auto-reply" is selected:

a. Ask for their WhatsApp number (with country code, e.g. +1234567890). b. Validate allowlist: Read the openclaw config and check if the number is in channels.whatsapp.allowFrom or if dmPolicy is "open". If NOT: ⚠️ {number} is not in your WhatsApp allowlist yet. Their replies will be silently dropped without this.

I can add it for you — shall I update channels.whatsapp.allowFrom? Yes, add it] / No, I'll do it manually] If user says yes, add the number to channels.whatsapp.allowFrom in the openclaw config file. c. **Verify gateway**: Check openclaw status output. If WhatsApp is not linked: ⚠️ WhatsApp gateway is not connected. Run: openclaw status If WhatsApp shows "not linked", you'll need to pair it first.

For now, I'll set up the narrator in Relay mode. You can switch to WhatsApp auto-reply later with /memorist_agent spawn. Fall back to relay mode if gateway is not ready. d. **Create media directory**: mkdir -p ~/.openclaw/media (gateway rejects media from other paths).

1. If "iMessage auto-reply" is selected:

a. Ask for their phone number or Apple ID email. b. Check platform: If not macOS, warn: "iMessage is only available on macOS. Switching to Relay mode." c. Validate allowlist: Check if the number/email is in channels.imessage.allowFrom or if dmPolicy is "open". Offer to add if missing (same flow as WhatsApp step 3b). d. Verify iMessage: Check openclaw status — iMessage should show OK or configured. If not: ⚠️ iMessage channel is not configured. Make sure:

1. channels.imessage.enabled: true in your openclaw config
2. imsg CLI is installed: brew install pj4533/homebrew-imsg/imsg
3. Full Disk Access is granted to your terminal app

(System Settings → Privacy & Security → Full Disk Access)

For now, I'll set up in Relay mode. Switch later with /memorist_agent spawn. e. **Create media directory**: mkdir -p ~/.openclaw/media.

1. If "Telegram auto-reply" is selected:

a. Ask for their Telegram user ID (numeric). Explain: "Ask them to message @userinfobot on Telegram to get their numeric ID." b. Validate allowlist: Check if the ID is in channels.telegram.allowFrom. Offer to add if missing. c. Verify Telegram: Check openclaw status — Telegram should show OK. Warn and fall back to relay if not configured.

1. If "Live" is selected: Note that the narrator is present — skip channel setup, start interview immediately after setup completes.

1. Generate a narrator ID: narrator-{slug(name)}-{timestamp}.

1. Create ~/.openclaw/memorist_agent/narrators/{id}/ directory structure (including fragments/, chapters/, exports/ subdirs):

profile.json: json { "id": "{narrator-id}", "name": "{name}", "relationship": "{relationship}", "lang": "{en|zh|both}", "channel": "{relay|whatsapp|imessage|telegram|live}", "whatsapp": "{number or null}", "imessage": "{phone or email or null}", "telegram": "{numeric user ID or null}", "replyFormat": "text", "createdAt": "{ISO timestamp}", "domains": { "origins": { "status": "not-started", "fragmentCount": 0 }, "growing-up": { "status": "not-started", "fragmentCount": 0 }, "family-history": { "status": "not-started", "fragmentCount": 0 }, "love": { "status": "not-started", "fragmentCount": 0 }, "work": { "status": "not-started", "fragmentCount": 0 }, "places": { "status": "not-started", "fragmentCount": 0 }, "history": { "status": "not-started", "fragmentCount": 0 }, "milestones": { "status": "not-started", "fragmentCount": 0 }, "wisdom": { "status": "not-started", "fragmentCount": 0 } } }

entities.json: { "people": [], "places": [], "years": [], "events": [] }

sessions.json: []

1. Append narrator to narrators.json.

1. If channel is "whatsapp", "imessage", or "telegram", immediately recommend auto-reply:

Narrator added: {name} Language : {lang} Channel : WhatsApp ({number})

For the best experience, I recommend enabling auto-reply so {name} can chat directly without you copy-pasting messages.

Enable now? /memorist_agent spawn --narrator "{name}" Skip — I'll use relay mode for now]

Otherwise (relay or live): Narrator added: {name} Language : {lang} Channel : {channel} Domains : 9 life story domains ready

Start the first interview with: /memorist_agent interview --narrator "{name}"

/memorist_agent interview

Purpose: Conduct one interview session covering one memory domain. Generates 1–3 story fragments and updates the entity map.

Usage:

• /memorist_agent interview — auto-selects narrator and next domain
• /memorist_agent interview --narrator "Dad" — specific narrator
• /memorist_agent interview --narrator "Dad" --domain origins — specific domain
• /memorist_agent interview --narrator "Dad" --resume — continue last session

High-level flow:

1. Load narrator context (profile, entities, prior fragments)
2. Pick next domain (or resume in-progress one)
3. Generate opening question adapted to language and prior context
4. Send question via configured channel (relay, WhatsApp, or live)
5. Run adaptive follow-up loop (3–5 exchanges per session)
6. Distill exchanges into a first-person story fragment
7. Update entity map and save all data

Error handling:

• If no narrators exist: "No narrators set up yet. Run /memorist_agent setup first."
• If all 9 domains are complete: "All domains are complete! Run /memorist_agent compile to create the memoir."
• If WhatsApp gateway is down: Fall back to relay mode and warn the user.

For detailed step-by-step instructions, read: references/interview-workflow.md

Interview principles (read before first session): references/interview-principles.md

/memorist_agent remind

Purpose: Send a gentle, warm reminder to continue sharing stories.

Steps:

1. Load narrator profile. Find in-progress or next not-started domain.
2. Generate personalized reminder referencing something they already shared.
3. Send via WhatsApp if configured, otherwise display for relay.

/memorist_agent stories

Purpose: Browse collected story fragments.

Usage:

• /memorist_agent stories — all fragments for default narrator
• /memorist_agent stories --narrator "Dad" --domain origins — filtered

Steps:

1. Load all fragment files for the narrator.
2. Display grouped by domain: title, preview, people/places mentioned, pending follow-ups.
3. Show total fragment count and domain coverage.

/memorist_agent entities

Purpose: Show the entity map — all people, places, years, events extracted from stories.

Steps:

1. Load entities.json for the narrator.
2. Display grouped by type, with follow-up status (resolved vs pending).
3. Show count of unresolved entities that will be followed up automatically.

/memorist_agent compile, export, share

Purpose: Compile fragments into memoir chapters, export to file, share with family.

For detailed instructions, read: references/compile-export-share.md

/memorist_agent spawn, despawn

Purpose: Enable or disable auto-reply for a narrator. "Spawn" creates a dedicated, isolated agent that chats directly with the narrator — no copy-pasting needed. "Despawn" removes it.

After spawning, all messages from the narrator's WhatsApp/Telegram route directly to their personal agent. The main session is never touched.

Error handling:

• If gateway is not running: "Gateway is not running. Start it with openclaw gateway start, then try again."
• If WhatsApp is not linked: "WhatsApp is not connected. Run openclaw status to check."
• If narrator's number is not in allowlist: Offer to add it (same as setup step 3b).
• If spawn fails for any reason: Fall back gracefully — "Auto-reply couldn't be enabled. You can still use relay mode with /memorist_agent interview."

For detailed instructions, read: references/spawn-despawn.md

/memorist_agent status

Purpose: Overview of all narrators and their progress.

Steps:

1. Load narrators.json and each narrator's profile.json.
2. Display per narrator: name, relationship, language, channel, agent status, domain progress bar, fragment count, last session date.
3. Show available commands.

Memorist Agent — Overview

Narrators: {N}
───────────────────────────────
{name} ({relationship})
  Language  : {lang}
  Channel   : {Relay / WhatsApp auto-reply / Live}
  Agent     : {active/none}
  Progress  : {bar} {N}/9 domains
  Fragments : {count} stories collected
───────────────────────────────

Common Issues

| Problem | Cause | Fix | |---------|-------|-----| | Narrator's WhatsApp replies don't arrive | Number not in allowlist | Add to channels.whatsapp.allowFrom in openclaw config, or set dmPolicy: "open" | | /memorist_agent spawn fails | Gateway not running | openclaw gateway start or openclaw gateway restart | | Media sends hang (text works) | Gateway WhatsApp connection crashed | openclaw gateway restart | | Voice notes not transcribed | No STT tool installed | Run /memorist_agent setup-stt | | Voice replies don't play properly | Wrong audio format | WhatsApp needs OGG/Opus, not MP3. See references/media-and-voice.md | | TTS produces garbled speech | Wrong voice language | Set messages.tts.edge.voice to match narrator's language in openclaw config | | Interview says "no narrators" | Haven't run setup yet | Run /memorist_agent setup first | | All domains complete | Interviews finished | Run /memorist_agent compile to create the memoir |

Privacy Architecture

| Data | Where it lives | Who can access | |------|---------------|----------------| | Story fragments | ~/.openclaw/memorist_agent/ | Local machine only | | Entity map | ~/.openclaw/memorist_agent/ | Local machine only | | Interview sessions | ~/.openclaw/memorist_agent/ | Local machine only | | Compiled chapters | ~/.openclaw/memorist_agent/ | Local machine only | | WhatsApp messages sent | Narrator's WhatsApp | Narrator only | | Exported files | Path you choose | You control sharing |

Claude AI processes text during active sessions. If privacy-sensitive, use relay mode — type questions manually and record answers yourself.

Tool Usage Notes

• file_read / file_write: all narrator data at ~/.openclaw/memorist_agent/.
• whatsapp_send_message: used only when narrator channel is whatsapp.
• fetch: only called if user runs /memorist_agent share with API option.
• web_search: not used. This skill is intentionally offline-first.

For media format requirements, TTS config, STT setup, and troubleshooting, read: references/media-and-voice.md