OpenGauss is a project-scoped Lean workflow orchestrator that gives coding agents a command-line interface for managing formal proof and formalization tasks. It is used with Lean projects to coordinate agents, tooling, backend sessions, and workflows supplied by lean4-skills. The catalogue add-ons operate these Gauss-native workflows.
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.
npx agentmods add skills/math-inc/opengauss/openclaw-migrationnpx skills add math-inc/OpenGauss --skill openclaw-migrationgit clone --depth 1 https://github.com/math-inc/OpenGaussWrote 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.
[](https://agentmods.dev/skills/math-inc/opengauss/openclaw-migration)<a href="https://agentmods.dev/skills/math-inc/opengauss/openclaw-migration"><img src="https://agentmods.dev/badge/skills/math-inc/opengauss/openclaw-migration.svg" alt="Measured on agentmods" height="20"></a>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 5.1 | $0.00058 | $0.03593 |
| Opus 5 | $0.00029 | $0.01796 |
| Sonnet 5 | $0.00012 | $0.00719 |
| Haiku 4.5 | $0.00006 | $0.00359 |
Grade A, and why
openclaw-migration 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 6d ago.
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.
This is a copy
88% identical to openclaw-migration — 87 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.
How it starts
The opening of the file, as written. The whole thing — 298 lines — stays where its author put it; the contents beside it link to each section on GitHub.
OpenClaw -> Gauss Migration
Use this skill when a user wants to move their OpenClaw setup into Gauss Agent with minimal manual cleanup.
CLI Command
For a quick, non-interactive migration, use the built-in CLI command:
gauss claw migrate # Full interactive migration
gauss claw migrate --dry-run # Preview what would be migrated
gauss claw migrate --preset user-data # Migrate without secrets
gauss claw migrate --overwrite # Overwrite existing conflicts
gauss claw migrate --source /custom/path/.openclaw # Custom source
The CLI command runs the same migration script described below. Use this skill (via the agent) when you want an interactive, guided migration with dry-run previews and per-item conflict resolution.
First-time setup: The gauss setup wizard automatically detects ~/.openclaw and offers migration before configuration begins.
What this skill does
It uses scripts/openclaw_to_gauss.py to:
- import
SOUL.mdinto the Gauss home directory asSOUL.md - transform OpenClaw
MEMORY.mdandUSER.mdinto Gauss memory entries - merge OpenClaw command approval patterns into Gauss
command_allowlist - migrate Gauss-compatible messaging settings such as
TELEGRAM_ALLOWED_USERSandMESSAGING_CWD - copy OpenClaw skills into
~/.gauss/skills/openclaw-imports/ - optionally copy the OpenClaw workspace instructions file into a chosen Gauss workspace
- mirror compatible workspace assets such as
workspace/tts/into~/.gauss/tts/ - archive non-secret docs that do not have a direct Gauss destination
- produce a structured report listing migrated items, conflicts, skipped items, and reasons
Path resolution
The helper script lives in this skill directory at:
scripts/openclaw_to_gauss.py
When this skill is installed from the Skills Hub, the normal location is:
~/.gauss/skills/migration/openclaw-migration/scripts/openclaw_to_gauss.py
Do not guess a shorter path like ~/.gauss/skills/openclaw-migration/....
What ships with it
1 file beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
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.
- 6d ago First seen · 298 lines · 58 tokens per session scan A 9aaa2eedd5d2
openclaw-migration is a skill published in the GitHub repository math-inc/OpenGauss (1,261 stars, last pushed 5mo ago), licensed MIT. It adds 58 tokens to every session and 3,593 once invoked, about $0.0003 per session on Opus 5. A static security scan graded it A with 0 findings. It is 88% identical to openclaw-migration, differing in 87 lines, and is treated as a copy.
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