Halfrost Field

STRONG · 81

Community indexed

✍🏻 这里是写博客的地方 —— Halfrost-Field 冰霜之地

Downloads 0

Stars 13.2K

Version 1.0.0

Quality 83/100 · Strong

Trust 81/100 · Strong shortlist

Audit 77/100 · Needs review

Supply asset profile

Coding and developer agents

Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.

Browse track

Scenario

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Agent fit

Claude Code + CLI + Codex

Codex, Claude Code, Cursor, CLI, or custom agents.

Install

Ready

npx skills add halfrost/Halfrost-Field

Maintenance

stale

2y since push

Risk

Needs review

Repository appears stale

GitHub quality

13K

83/100 quality · 81/100 trust

Coverage tags

CodingCoding agentsml-automationmachine-learningautomation

Review notes

Repository appears stale · Repository looks stale

Agent adoption scorecard

Trust, audit, and install readiness at a glance

These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.

Quality

Strong

Solid option that is likely worth shortlisting for production workflows.

Trust

Strong shortlist

Good trust signals with a few areas worth checking before rollout.

Audit

Needs review

Install readiness, security metadata, maintenance, and adoption risk.

Agent safety v2

61/100 · Review before install

Reviewed with permission notesreview

Usable candidate, but the agent should surface permission and audit notes before installation.

Require human approval before installing into a real workspace.

Resolve via API

medium

Network access

Skill likely fetches remote pages, APIs, repositories, or external services.

medium

Filesystem access

Skill may read or write project files, documents, generated artifacts, or local workspace state.

Repository appears stale

Install targets

Install this skill in your agent workflow

Copy the registry command or an agent-specific install prompt for Codex, Claude Code, and Cursor.

skill install

OpenAgentSkill CLI

Use the registry command when your workflow supports the OpenAgentSkill installer.

$ npx skills add halfrost/Halfrost-Field

Agent resolve plan

Let an agent verify fit before installing.

The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.

Open text plan

Resolve JSON

/api/agent/resolve?task=Use%20Halfrost%20Field%20for%20an%20agent%20workflow&agent=codex&max_risk=medium

Resolve text

/api/agent/resolve?task=Use%20Halfrost%20Field%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text

Install handoff

/api/skills/halfrost-halfrost-field/install

Agent should check

Task fit and alternatives from Resolve API.
Audit score, trust score, and safety policy warnings.
Install target compatibility for Codex, Claude Code, Cursor, or CLI.

Copy prompt

Task: Use Halfrost Field in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Halfrost%20Field%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/halfrost-halfrost-field/install
Install command: npx skills add halfrost/Halfrost-Field
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.

Agent handoff

Give an agent the install path, not another directory page.

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

Open install API

Install handoff

/api/skills/halfrost-halfrost-field/install

LLM text format

/api/skills/halfrost-halfrost-field/install?format=text

Find alternatives

/api/skills/search?q=Halfrost%20Field&limit=3

Agent prompt

Use Halfrost Field for this task. Review https://www.openagentskill.com/api/skills/halfrost-halfrost-field/install, then install with: npx skills add halfrost/Halfrost-Field

Registry metadata

Agent-readable profile for automatic skill selection.

This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.

Open manifest

Manifest

/api/registry/manifest/halfrost-halfrost-field

LLM text

/api/registry/manifest/halfrost-halfrost-field?format=text

Install alias

/api/registry/install/halfrost-halfrost-field

Recommend

/api/registry/recommend?task=Use%20Halfrost%20Field%20in%20an%20agent%20workflow&limit=3

Agent fit

85/100

Coding agents

Use-case tags

Coding agents RAG and knowledge Workflow automation

Platforms

Go, Machine Learning, Claude Code

Audit report

Needs review · 77/100

Review install readiness, maintenance, trust, quality, and metadata warnings before adding this skill to an agent workflow.

View audit report

Agent decision cockpit

Primary pick for Coding agents

Use this as a leading candidate, then validate the README and install path in your own agent stack.

Readiness

Adopt

Stage

Role in stack

Primary pick

Primary fit

Coding agents

Trust label

Production-ready

Install path

Command ready

Use when

Coding agents workflows
Claude Code teams
teams that value GitHub adoption signals

Evidence

13,203 GitHub stars
install command or GitHub repo available
83/100 quality profile

Review first

Repository looks stale
No OpenAgentSkill engagement data yet

Implementation path

1Install it in a sandbox agent and run one Coding agents task end to end.
2Compare output quality, latency, and failure behavior against at least one alternative.
3Promote it into production only after reviewing repository permissions, license, and maintenance signals.

Trust profile

Strong shortlist

Good trust signals with a few areas worth checking before rollout.

Trust score

GitHub adoption

PASS

13K GitHub stars

Recent maintenance

FIX

2y since push

License clarity

PASS

CC-BY-SA-4.0

README/SKILL.md completeness

INFO

Public metadata needs stronger README/SKILL.md context

Good signals

Manually verified listing
AI review approved
Install path is available
Repository evidence is available
Large GitHub adoption signal

Review before install

Repository looks stale
Recent maintenance: 2y since push

Recommended action

Test in a sandbox workflow and compare its install path with close alternatives.

Quality profile

Strong candidate for agent workflows

Solid option that is likely worth shortlisting for production workflows.

GitHub stars

13K

Freshness

2y ago

Install ready

Yes

License

CC-BY-SA-4.0

Check before install: Repository looks stale

Workflow fit

Use this skill in these scenarios

Build and ship code

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Search private knowledge

RAG and knowledge

I need my agent to build a RAG workflow over documents and retrieve reliable context.

Automate repeated work

Workflow automation

I need my agent to automate a repeated workflow across tools and files.

Stack fit

Add it to a complete workflow

Turn skills into distribution

Content growth agent

A stack for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.

Inspect, patch, and verify code

Coding review agent

A stack for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.

Ingest, retrieve, and cite

RAG knowledge base

A stack for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.

Alternative shortlist

Compare before you install

Similar skills in this category, ranked with the same readiness and quality signals.

Compare all

Tensorflow

An Open Source Machine Learning Framework for Everyone

Transformers

🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.

Pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

LLMs From Scratch

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Overview

✍🏻 这里是写博客的地方 —— Halfrost-Field 冰霜之地

Imported by the skill-only GitHub discovery pipeline because it matches agent skill, automation, domain workflow, RAG, document-processing, data, finance, security, or developer-tool signals. Protocol-server projects are excluded from automated imports.

Platform Compatibility

goFULL

machine-learningFULL

Technical Details

Version: 1.0.0
License: CC-BY-SA-4.0
Last Updated: 6/16/2026
Published: 6/16/2026

Frameworks & Tools

GoMachine Learning

Decision snapshot

Primary pick

Ready

Adopt

Stage

13,203 GitHub stars

Audit Snapshot

Install and adoption review

Needs review

Security: 96/100
Maintenance: 20/100
Install: 92/100

Open full audit

Install

Free and open source

Compare Alternatives Auto-resolve Plan View on GitHub Documentation

Growth loop

Share this skill

Scenario-led draft for Halfrost Field, with the OpenAgentSkill Update theme and canonical URL.

OpenAgentSkill Update
Today: Halfrost Field

Use it when you want a practical agent capability you can plug into real work, not just another demo.

13.2K stars - ml-automation
Link: https://www.openagentskill.com/skills/halfrost-halfrost-field?ref=x
#AIAgents #OpenAgentSkill

Open X draft

Optional reply with install command

Link for Halfrost Field:
https://www.openagentskill.com/skills/halfrost-halfrost-field?ref=x

Install: npx skills add halfrost/Halfrost-Field

Open reply draft

Listing source

Community indexed

Claimable

This listing was indexed from public sources and is not marked official until a maintainer claim is approved.

Creator: halfrost
Source: halfrost/Halfrost-Field
Indexed by: OpenAgentSkill community index

Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.

Claim this skill

Owner claim

Claim this skill listing

This community indexed listing is attributed to halfrost but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.

README badge

Add this badge to your GitHub README to show the listing, trust score, and install handoff.

[![OpenAgentSkill](https://www.openagentskill.com/api/badge/halfrost-halfrost-field)](https://www.openagentskill.com/skills/halfrost-halfrost-field)

Preview badge Audit badge

Author

halfrost✓

@halfrost

Platform Fit

Claude Code

Health Signals

GitHub stars: 13.2K
Quality score: 57/100
Last GitHub push: Dec 28, 2023
Framework hints: 2
OpenAgentSkill views: 0
Install copies: 0
Outbound clicks: 0

Community Signal

Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.

Trust & Safety

Strong shortlist

GitHub adoption13K GitHub starsPASS
Recent maintenance2y since pushFIX
License clarityCC-BY-SA-4.0PASS
README/SKILL.md completenessPublic metadata needs stronger README/SKILL.md contextINFO
Dependency riskno major dependency risk hints in public metadataPASS
Install availabilitynpx skills add halfrost/Halfrost-FieldPASS

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Halfrost Field

Coding and developer agents

Trust, audit, and install readiness at a glance

61/100 · Review before install

Network access

Filesystem access

Install this skill in your agent workflow

OpenAgentSkill CLI

Let an agent verify fit before installing.

Give an agent the install path, not another directory page.

Agent-readable profile for automatic skill selection.

Needs review · 77/100

Primary pick for Coding agents

Strong shortlist

Strong candidate for agent workflows

Use this skill in these scenarios

Coding agents

RAG and knowledge

Workflow automation

Add it to a complete workflow

Content growth agent

Coding review agent

RAG knowledge base

Compare before you install

Tensorflow

Transformers

Pytorch

LLMs From Scratch

Overview

Platform Compatibility

Technical Details

Primary pick

Audit Snapshot

Install

Share this skill

Community indexed

Claim this skill listing

README badge

Author

Tags

Platform Fit

Health Signals

Community Signal

Trust & Safety

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