oh-my-field

Field-oriented Agent Capability Platform

oh-my-field

Turn one-off agent work into reusable, verifiable, portable capability packages.

OMF records what external agents already did, preserves the evidence, promotes the repeatable parts, and validates portability across runtimes, models, and projects.

GitHub (coming soon) Install CLI (coming soon)
Evidence-first Every useful run leaves structured records.
Harness-first Work is done when checks pass.
Local-first Private repos and closed networks stay viable.

The problem

Agent work should compound, not disappear.

Strong agent runs contain domain context, safe commands, validation checks, failures, human decisions, and artifacts. Too often that knowledge is trapped in a chat transcript or terminal log.

oh-my-field turns “the agent did this once” into “this team can reuse and verify this capability again.”

What OMF is

A packaging and verification layer around external agents.

01

Capture evidence

Import logs, diffs, test results, command history, user feedback, and generated artifacts from real agent work.

02

Promote capability

Structure repeatable work into runtime-neutral instructions, context policy, harnesses, provenance, and review metadata.

03

Validate transfer

Keep format conversion separate from actual target-side validation so teams can prove portability instead of assuming it.

Product flow

From one useful run to a portable capability.

  1. 01 Agent runtime

    Codex, Claude Code, Hermes, a local agent, or another external runtime does the work.

  2. 02 Import run / capture evidence

    OMF preserves logs, diffs, checks, decisions, and artifacts as immutable evidence.

  3. 03 Promote capability package

    The repeatable parts become a package with instructions, context policy, harnesses, and integrity metadata.

  4. 04 Export, adapt, validate

    The capability is exported to a target runtime, imported into a project, and validated by an actual target-side run.

Portability model

OMF separates conversion from proven reuse.

Exported

Converted into a target runtime bundle.

Imported

Materialized inside the target project.

Validated

Passed a real target run or evaluation.

Portable

Proven reusable in at least one target environment.

Initial users

Built first for technical workflows with concrete verification.

AI and agent engineers Coding-agent power users Infra and platform engineers Small teams building reusable agent assets Local and closed-network LLM users

CLI-first surface

Install, activate, and start packaging work.

Persistent CLI install

pipx install oh-my-field
omf --help

Try without installing

uvx oh-my-field --help

Agent activation

omf install skill --runtime codex
omf install skill --runtime claude_code
omf install skill --runtime hermes

MCP-capable clients

omf install mcp --client generic --out .omf/mcp.json
omf mcp serve