← Back to Skills Marketplace
204
Downloads
0
Stars
0
Active Installs
1
Versions
Install in OpenClaw
/install session-observer
Description
Observe OpenClaw session usage, token consumption, context pressure, and model/runtime state. Use when the user asks about token usage, context size, model i...
Usage Guidance
This skill is narrowly focused and doesn't request credentials or install anything. The main consideration is that it relies on the platform tool session_status — installing it grants the skill (when invoked) the ability to read whatever session metadata session_status exposes. If you are comfortable with session metadata being viewable to invoked skills, this is coherent; otherwise restrict who can invoke the skill or review what session_status returns before installing.
Capability Analysis
Type: OpenClaw Skill
Name: session-observer
Version: 1.0.0
The session-observer skill is a legitimate utility designed to help users monitor their resource consumption, such as token usage and context window pressure. The instructions in SKILL.md and references/checklist.md focus entirely on interpreting data from a built-in 'session_status' tool and providing helpful recommendations, with no evidence of malicious intent, data exfiltration, or unauthorized command execution.
Capability Assessment
Purpose & Capability
Name and description match the SKILL.md: the skill's goal is to inspect session state (tokens, context, cache, model). It requests no credentials, binaries, or installs that would be unrelated to that purpose.
Instruction Scope
Runtime instructions are narrowly scoped: call session_status, extract a short set of fields, interpret them, and recommend a small next step. It does not ask to read unrelated files, environment variables, or transmit data to external endpoints.
Install Mechanism
Instruction-only skill with no install spec and no code files — nothing is written to disk or downloaded by the skill itself.
Credentials
No environment variables, credentials, or config paths are required. The skill's needs are minimal and proportional to observing session state.
Persistence & Privilege
Does not request always:true and is user-invocable only; it does not attempt to modify other skills or system-wide settings.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install session-observer - After installation, invoke the skill by name or use
/session-observer - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial public release. Adds lightweight OpenClaw session monitoring for token usage, context pressure, cache behavior, and practical next-step guidance.
Metadata
Frequently Asked Questions
What is Session Observer?
Observe OpenClaw session usage, token consumption, context pressure, and model/runtime state. Use when the user asks about token usage, context size, model i... It is an AI Agent Skill for Claude Code / OpenClaw, with 204 downloads so far.
How do I install Session Observer?
Run "/install session-observer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Session Observer free?
Yes, Session Observer is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Session Observer support?
Session Observer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Session Observer?
It is built and maintained by qsczseasd (@qsczseasd); the current version is v1.0.0.
More Skills