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.