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Install in OpenClaw
/install project-nirvana-skill
Description
Privacy-preserving context stripper for OpenClaw. Strip SOUL/USER/MEMORY before cloud API calls. Assumes you have your own local LLM. Saves 85%+ tokens, prot...
Usage Guidance
This skill claims to improve privacy by stripping agent identity and user memory before cloud calls, which is a sensitive operation done by language instructions rather than verified code. Before installing or enabling it: 1) Ask for the source repository or signed package and review the implementation so you can confirm the stripping is performed locally and cannot be subverted. 2) Do not enable the plugin system-wide until you can inspect how it reads/writes SOUL.md, USER.md, MEMORY.md and where audit logs are stored (ensure logs do not re-include private data and are stored locally/encrypted). 3) Test with non-sensitive queries in an isolated environment to confirm cloud calls contain only sanitized queries. 4) Prefer a version with explicit code you can audit or an official release on a trusted registry; avoid relying solely on natural-language instructions to perform privileged operations. If the publisher cannot provide verifiable source or implementation details, treat the skill as high risk and do not enable it for sensitive data.
Capability Analysis
Type: OpenClaw Skill
Name: project-nirvana-skill
Version: 1.0.0
The skill bundle 'project-nirvana-skill' is a privacy-focused utility designed to strip sensitive metadata (SOUL.md, USER.md, MEMORY.md) from agent queries before they are sent to cloud providers. The instructions in SKILL.md guide the agent to prioritize local LLM inference and sanitize fallback requests to protect user privacy and reduce token costs. No malicious code, data exfiltration, or harmful prompt injection attempts were identified in SKILL.md or _meta.json.
Capability Tags
Capability Assessment
Purpose & Capability
The name and description (privacy-preserving context stripper using a local LLM) align with the SKILL.md content: it describes local-first routing, stripping SOUL/USER/MEMORY, and cloud fallback. However the skill is instruction-only (no code, no declared repo/homepage) yet the README shows CLI install/config commands referencing a repo ('shivaclaw/nirvana-local') and edits to user config — the lack of provenance (source unknown/homepage none) is notable though not impossible for this purpose.
Instruction Scope
The runtime instructions tell the agent/operator to strip system prompts and user/memory files and to edit ~/.openclaw/workspace/openclaw.json; they also promise logging/auditing and local caching. Because this is instruction-only, the skill relies on natural-language directions to modify system prompt handling and to read/write local files (SOUL.md, USER.md, MEMORY.md, chat history). That gives broad discretion to the agent and is a high-impact operation (manipulating what is or isn't sent to the cloud). The pre-scan flagged a 'system-prompt-override' pattern — changing or instructing changes to system prompts is exactly the sensitive behavior the scanner warned about.
Install Mechanism
There is no install spec and no code files; this is instruction-only, which minimizes direct install-time risk (nothing is downloaded or executed by the skill package itself). The SKILL.md includes example CLI commands for users, but the registry metadata shows no verified source or install artifact to fetch automatically.
Credentials
Declared requirements list no env vars or config paths, but the instructions explicitly reference and instruct modification of a user config file (~/.openclaw/workspace/openclaw.json) and local files (SOUL.md, USER.md, MEMORY.md, chat history). That discrepancy (no required config paths declared but SKILL.md expects access to them) and the implicit need to read/write sensitive local files is disproportionate to an unverified, instruction-only skill without provenance.
Persistence & Privilege
The skill does not request 'always: true' and uses default autonomous invocation settings, which is normal. It instructs enabling the plugin in the user's OpenClaw config and to cache/cloud-fallback behavior — those are reasonable for a plugin of this type but should be performed only after the user verifies the implementation. There is no evidence the skill attempts to modify other skills or global agent settings beyond its own plugin entry.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install project-nirvana-skill - After installation, invoke the skill by name or use
/project-nirvana-skill - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of project-nirvana-skill (v1.0.0) for OpenClaw 2026.3.24+.
- Strips SOUL, USER, MEMORY, and chat history before any cloud API call, protecting privacy.
- Supports routing: attempts local LLM inference first, only falls back to cloud with sanitized data.
- Audit trail logs every instance of private data being stripped or sent for transparency.
- Configurable support for various local LLM endpoints (Ollama, vLLM, LM Studio, etc.).
- Achieves significant token and cost savings (85%+), ensuring private data never leaves your system.
Metadata
Frequently Asked Questions
What is Nirvana Skill?
Privacy-preserving context stripper for OpenClaw. Strip SOUL/USER/MEMORY before cloud API calls. Assumes you have your own local LLM. Saves 85%+ tokens, prot... It is an AI Agent Skill for Claude Code / OpenClaw, with 68 downloads so far.
How do I install Nirvana Skill?
Run "/install project-nirvana-skill" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Nirvana Skill free?
Yes, Nirvana Skill is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Nirvana Skill support?
Nirvana Skill is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Nirvana Skill?
It is built and maintained by Shiva&G (@shivaclaw); the current version is v1.0.0.
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