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sukeun1997
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harness-sync

Merge metrics, observations, instincts, and failure logs across devices via claude-config.

Updated Mar 3, 2026
Search Tags:#git#metrics#data#merge#sync#observations#instincts
One-click install
npx skills add https://github.com/sukeun1997/claude-config --skill harness-sync
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: harness-sync
Source: https://github.com/sukeun1997/claude-config/tree/main/skills/harness-sync
Command: npx skills add https://github.com/sukeun1997/claude-config --skill harness-sync

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Harness data is spread across multiple environments (memory, homunculus, and topics), and this skill merges metrics, observations, instincts, and failure logs through the claude-config repository to maintain a unified dataset across devices.

Core Features & Use Cases

  • Push: Upload the current machine's memory/metrics, observations, instincts, and failure-log to sync-data in the repo.
  • Pull: Retrieve remote data from the repo and merge it into the local environment.
  • Status: Display the current synchronization state and remaining actions.
  • Data Mapping: Defines how sensors and logs (sessions.jsonl, agent usage, observations, instincts, failure-log, and skill-usage) are merged.
  • Merge Semantics: Uses JSONL dedup for metrics/observations and newer-mtime-wins for instincts, with conflict-handling rules described in the procedure.

Quick Start

Run harness-sync to push local harness data to the sync-data directory, or pull and merge updates from the repository.

Frequently Asked Questions about harness-sync

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

FAQPage Schema
How do I sync harness data across multiple devices using a git repository?▼

You can sync harness data by pushing local metrics, observations, instincts, and failure logs to a claude-config repository, then pulling and merging the remote data on other devices to maintain a unified dataset.

How does merging JSONL streams handle conflicts between observations and instincts?▼

Merging JSONL streams uses deduplication for metrics and observations, while instincts are resolved using a newer-mtime-wins time-based rule to ensure the most recent modification persists across sync operations.

What is the best way to track synchronization state for local and remote memory topics?▼

Running a status workflow displays the current synchronization state for memory, homunculus, and topics, showing remaining sync actions needed to align local harness data with the remote repository.

Can I use this skill to merge failure logs and agent usage data from different environments?▼

Yes, the skill defines data mapping for merging failure logs, agent usage, observations, and instincts from different environments into consistent, deduplicated JSONL streams within the claude-config repository.

What data formats are supported for pushing and pulling harness metrics in claude-config?▼

The skill processes JSONL streams for sessions, agent usage, observations, instincts, and failure logs, using deduplication and time-based resolution to merge these formats into a unified dataset.

Do I need any external dependencies to sync observations and instincts across devices?▼

No external dependencies are required; the skill operates independently to coordinate push, pull, and status workflows for syncing observations and instincts through the claude-config repository.

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