What makes Self-Evolving Harness notable?

1K downloads. Trust evidence available

How should Self-Evolving Harness be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

agentCLAWHUBUnverified

Self-Evolving Harness

Self-Evolving Harness — 聚焦增强 OpenClaw 的自主性与可控性。从领域意图理解、自主知识沉淀到自主评测与本地 Agent 架构的端到端自主进化，拒绝在 Skill 层面无序熵增。搭配自动化软件研发流水线；反脆弱，即便记忆丢失，Agent 依然有序运行和进化。 Skill: Self-Evolving Harness Owner: yuchangxu1989-openclaw Summary: Self-Evolving Harness — 聚焦增强 OpenClaw 的自主性与可控性。从领域意图理解、自主知识沉淀到自主评测与本地 Agent 架构的端到端自主进化，拒绝在 Skill 层面无序熵增。搭配自动化软件研发流水线；反脆弱，即便记忆丢失，Agent 依然有序运行和进化。 Tags: latest:0.0.3 Version history: v0.0.3 | 2026-04-19T10:07:54.141Z | user 更新描述至最新项目定位 v0.0.2 | 2026-04-19T04:13:03.724Z | user 补充产品定位描述 v0.0.1 | 2026-04-19T04:10:08.478Z | auto Initial release of Self-Evo

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

1.0k

Updated

Oct 11, 2026

Version

0.0.3

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1K downloads reported by the source. Last updated 10/11/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Oct 11, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 11, 2026
Adoption signal: 1K downloadsadoption · observed Oct 11, 2026
Latest release: 0.0.3release · observed Apr 19, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s17a59yf9b9zefwe0avdmbspmh852jzp:self-evolving-harness

Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-yuchangxu1989-openclaw-self-evolving-harness/snapshot"

Run-check

$0.02 USD

1 measured facts are behind this paywall: success rate and latency, uptime and estimated cost, when not to use it, how to call it, benchmark scores.

Agents pay $0.02 in USDC. A card payment is $0.50, the smallest a card allows.

Documentation

CLAWHUB

4,322 characters of source documentation, loaded on request.

Extracted files

3 files captured from the source.

SKILL.md

---
name: self-evolving-harness
description: >-
  Self-Evolving Harness — 聚焦增强 OpenClaw 的自主性与可控性。从领域意图理解、自主知识沉淀到自主评测与本地 Agent 架构的端到端自主进化，拒绝在 Skill 层面无序熵增。搭配自动化软件研发流水线；反脆弱，即便记忆丢失，Agent 依然有序运行和进化。
---

# Self-Evolving Harness

_meta.json

{
  "ownerId": "kn71kk78dbbgtentzcetv7d1zn8536vd",
  "slug": "self-evolving-harness",
  "version": "0.0.3",
  "publishedAt": 1776593274141
}

skill-card.md

## Description:

Self-Evolving Harness focuses on improving OpenClaw autonomy and control through domain intent understanding, autonomous knowledge retention, autonomous evaluation, and local agent architecture evolution.

This skill is ready for commercial/non-commercial use.

## Publisher:

[yuchangxu1989-openclaw](https://clawhub.ai/user/yuchangxu1989-openclaw)

### License/Terms of Use:

MIT-0

## Use Case:

Developers and engineers use this skill to guide OpenClaw-oriented work on autonomous agent evolution, controlled knowledge retention, self-evaluation, and local agent architecture practices.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: The submitted artifact is a very minimal skill description, so runtime behavior, language support, and operational boundaries are underspecified.

Mitigation: Review the intended use and add clearer runtime behavior, supported language, and evaluation guidance before relying on it as a complete harness.

## Reference(s):


## Skill Output:

**Output Type(s):** [Text, Markdown, Guidance]

**Output Format:** [Markdown or plain text guidance]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [No executable output is defined by the submitted artifact.]

## Skill Version(s):

0.0.3 (source: server release evidence)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

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