Does this skill support external observability tools?

Yes, if POSTHOG_API_KEY and POSTHOG_DISTINCT_ID are set, the skill emits 'u_work_logged' events to PostHog with full spec/context metadata.

What are 'state-plane' anchors?

State-plane anchors define the specific domain referent (like a dataset or asset) that changed during the work, mapping the pre-state to the post-state for clear accountability.

Can I track AI agent performance with this?

Absolutely. It supports agent_metadata blocks (session, model, type) to provide clear insights into how different AI agents are performing work.

How does this differ from standard logging?

Standard logs often capture raw text; U.Work captures structured state changes (Δ), resource consumption, and relates the work back to specific roles and method descriptions.

What is a U.Work record?

A U.Work record is a standardized, 4D occurrence holon that documents the real-time enactment of a task, including timing, performer, resources, and specific outcomes.

Telemetry Work Logger

Name: Telemetry Work Logger
Author: venikman

byvenikman

0•

分析与监控

Generates standardized U.Work records to track execution history, resource consumption, and state changes.

The Telemetry Work Logger skill implements the U.Work pattern (A.15.1) to create high-fidelity, auditable records of actions as they occur in real time. By capturing the 'who, what, when, and how' of an execution run, it helps teams distinguish between planned processes and actual results. This skill is essential for tracking resource honesty, performance metrics, and state-plane transitions, and can optionally emit events to PostHog for centralized observability.

主要功能

01Maps pre-state and post-state transitions across defined state-planes

02Integrates with PostHog for external telemetry and event monitoring

03Captures precise temporal windows with start and end timestamps

04Tracks resource consumption including energy, materials, and machine time

05Generates standardized U.Work (Pattern A.15.1) records for execution auditing

060 GitHub stars

使用场景

01Tracking agent-based resource usage and execution costs for performance optimization

02Recording compliance evidence for standard operating procedures (SOPs) in regulated environments

03Creating an immutable audit trail for automated deployment steps and system changes

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add venikman/fpf-foundry telemetry-log-work

For use in Claude.ai and ChatGPT

主要功能

01Maps pre-state and post-state transitions across defined state-planes

02Integrates with PostHog for external telemetry and event monitoring

03Captures precise temporal windows with start and end timestamps

04Tracks resource consumption including energy, materials, and machine time

05Generates standardized U.Work (Pattern A.15.1) records for execution auditing

060 GitHub stars

使用场景

01Tracking agent-based resource usage and execution costs for performance optimization

02Recording compliance evidence for standard operating procedures (SOPs) in regulated environments

03Creating an immutable audit trail for automated deployment steps and system changes

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add venikman/fpf-foundry telemetry-log-work

For use in Claude.ai and ChatGPT