observe

Capture timestamped, evidence-anchored observations of files, processes, services, and live systems.

4|1|Updated Jan 24, 2026
One-click install
npx skills add https://github.com/synaptiai/agent-capability-standard --skill observe-synaptiai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: observe
Source: https://github.com/synaptiai/agent-capability-standard/tree/main/skills/observe
Command: npx skills add https://github.com/synaptiai/agent-capability-standard --skill observe-synaptiai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Observing and reporting the current state of a target without modification is essential for situational awareness and state modeling.

Core Features & Use Cases

  • Non-intrusive observation: capture status, configuration, and runtime state with timestamps.
  • Evidence-backed reporting: attach anchors to observations for provenance and auditability.
  • Supports multiple targets: files, processes, services, and general system state; outputs structured observation data for downstream workflows.
  • Example: Use this to monitor a web server, verify deployments, or detect configuration drift in real systems.

Quick Start

Provide a target and optional aspects to observe, then invoke the observe capability to generate a timestamped, anchored observation.

Frequently Asked Questions about observe

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I monitor live system state without altering the target?

To monitor live system state without altering the target, you need a non-intrusive observation tool that captures the current status and runtime configuration while requiring no mutation to the original environment.

What is evidence-backed provenance for system observation?

Evidence-backed provenance for system observation is the practice of attaching traceable anchors to timestamped snapshots, ensuring that captured claims regarding files or processes are fully auditable.

How do I capture timestamped snapshots of running processes and services?

You can capture timestamped snapshots of running processes and services by invoking an observation capability that targets the specific aspect, returning structured observation data with confidence scores.

Can I detect configuration drift in real systems using non-intrusive observation?

Yes, you can detect configuration drift in real systems by comparing timestamped, non-mutating observations over time, grounding any detected deviations with traceable provenance anchors for auditability.

Does non-intrusive observation work for files, processes, and services?

Non-intrusive observation supports multiple targets including files, processes, services, and general system state, capturing a structured snapshot of each target without modifying the underlying environment.

What are the limitations of using read-only observation for state reporting?

Read-only observation for state reporting is limited to capturing current conditions and cannot alter, fix, or remediate the target, meaning downstream workflows must handle any necessary mutations.