data-sync

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods

npx agentmods add skills/moltis-org/moltis/data-sync

Any agent

npx skills add moltis-org/moltis --skill data-sync

Clone the repo

git clone --depth 1 https://github.com/moltis-org/moltis

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/skills/moltis-org/moltis/data-sync.svg)](https://agentmods.dev/skills/moltis-org/moltis/data-sync)

Your own site

<a href="https://agentmods.dev/skills/moltis-org/moltis/data-sync"><img src="https://agentmods.dev/badge/skills/moltis-org/moltis/data-sync.svg" alt="Measured on agentmods" height="20"></a>

Per session 46 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 922 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. Scan, not verified.

Origin unknown No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5	$0.00046	$0.00922
Opus 5	$0.00023	$0.00461
Sonnet 5	$0.00009	$0.00184
Haiku 4.5	$0.00005	$0.00092

Measured today against content hash 2ad00d288813, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, from the pricing page.

Security

Grade A, and why

data-sync scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

crates/skills/src/assets/research/data-sync/SKILL.md · 115 lines

How it starts

The opening of the file, as written. The whole thing — 115 lines — stays where its author put it; the contents beside it link to each section on GitHub.

data-sync — Crawl-to-Memory Pipeline

Orchestrate data archiving tools to sync external platform data into Moltis memory as searchable daily digest summaries.

Supported Sources

Source	Tool	Auth Required
WhatsApp	`wacrawl`	None (macOS local files)
Discord	`discrawl`	`DISCORD_BOT_TOKEN`
Slack	`slacrawl`	`SLACK_BOT_TOKEN`
Twitter/X	`birdclaw`	Optional (`xurl` for API)
Google Suite	`gog`	Google OAuth2

Workflow

For each source the user wants to sync:

Check prerequisites: Run <tool> doctor to verify the tool is installed and authenticated
Sync latest data: Run the tool's sync command to pull fresh data
Search/export with --json: Extract relevant messages and data
Summarize into daily digest: Create a structured markdown summary
Write to memory: Save as memory/<source>/YYYY-MM-DD.md

Memory Directory Convention

memory/
  whatsapp/YYYY-MM-DD.md    # wacrawl digests
  discord/YYYY-MM-DD.md     # discrawl digests
  slack/YYYY-MM-DD.md       # slacrawl digests
  twitter/YYYY-MM-DD.md     # birdclaw digests
  google/YYYY-MM-DD.md      # gog digests

Daily Digest Format

Each digest file should follow this structure for optimal memory indexing (section headers create natural chunk boundaries for search):

# <Source> — YYYY-MM-DD

## <Channel/Category 1>
- Key point or conversation summary
- Decisions made, action items
- Notable links or attachments shared

## <Channel/Category 2>
- ...

## Action Items
- [ ] Follow up on X with @person
- [ ] Review document shared by Y

Sync Commands by Source

WhatsApp (macOS only)

wacrawl sync
wacrawl search "query" --json --limit 50

Discord

discrawl sync --all
discrawl search "query" --json --after YYYY-MM-DD

Slack

slacrawl sync
slacrawl search "query" --json --after YYYY-MM-DD

Twitter/X

birdclaw sync
birdclaw inbox --json
birdclaw search "query" --json --after YYYY-MM-DD

Read the full file on GitHub · 115 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

today First seen · 115 lines · 46 tokens per session scan A 2ad00d288813

Subscribe to this mod's changes

data-sync is a skill published in the GitHub repository moltis-org/moltis (2,844 stars, last pushed yesterday), licensed MIT. It adds 46 tokens to every session and 922 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

Browser automation LLM Memory and context Research ai-agent ai-assistant clawdbot mcp openclaw

migrate-from-v1

Finish migrating a NanoClaw v1 install into v2. Run after bash migrate-v2.sh completes. Seeds the owner, migrates legacy memory, reconciles container configs, and helps port custom v1 code. Triggers on "migrate from v1", "finish migration", "v1 migration".

nanocoai/nanoclaw · 71 tokens

migrate-memory

Migrate legacy NanoClaw and Claude-native memory into the shared memory tree and provider-neutral standing instructions. Run after an update reports the shared-memory breaking change, or when a group still has .seed.md, legacy CLAUDE.md/CLAUDE.local.md, Claude auto-memory, or an unindexed imported-agent-memory.md.…

nanocoai/nanoclaw · 92 tokens

migrate-slack-agents

Migrate a classic single-bot Slack install to one provisioned Slack app per existing agent group while preserving agent identities, workspaces, memory, and wiring behavior — or record the operator's choice to stay on classic, which remains supported. Use when /update-nanoclaw surfaces the Slack agents requirement, or…

nanocoai/nanoclaw · 75 tokens