Harness Research
v1.0.0AI Agent Harness 前沿研究 skill——让你的智能体每天自动追踪 AI Agent 领域最新论文和文章， 用结构化框架分析，记录可落地到自身系统的改进方向，实现智能体的持续自我进化。 触发词：研究论文、找最新文章、Harness学习、读paper、agent研究、分析论文、 今日研究、self-...
⭐ 0· 54·0 current·0 all-time
MIT-0
Download zip
LicenseMIT-0 · Free to use, modify, and redistribute. No attribution required.
Security Scan
OpenClaw
Benign
high confidencePurpose & Capability
The name/description (continuous literature tracking and mapping to an Agent system) match the runtime instructions: search, read, analyze, and append entries to research/harness-log.md. It only requires access to project docs and a research log, which is appropriate for this purpose.
Instruction Scope
SKILL.md explicitly confines itself to reading project docs (CLAUDE.md, README, evolve summary), web-fetching candidate papers/articles for analysis, and writing structured entries to research/harness-log.md. It forbids modifying code. The instructions reference using tools (WebFetch, Edit/Write) to read/write files and fetch web content — all within the stated research scope and not requesting broader system data or unrelated secrets.
Install Mechanism
This is an instruction-only skill with no install spec or bundled code, so nothing is downloaded or written to disk by installation. That is proportionate for a skill that operates via agent tools and project files.
Credentials
The skill declares no environment variables, credentials, or config paths beyond project-local files (research/harness-log.md, research/evolve-today.md, CLAUDE.md/README). Those are reasonable and proportional for mapping research to a specific Agent project.
Persistence & Privilege
always is false (not force-included) and autonomous invocation remains allowed (platform default). The skill writes only to a project-scoped research log and reads project docs; it does not modify other skills or system-wide settings. This level of presence and privilege is proportionate to its function.
Assessment
This skill appears coherent and limited to researching and appending findings to a project-scoped log. Before installing, confirm: (1) your agent's WebFetch/Edit/Write tools are configured with appropriate network and file access (so the skill cannot reach unexpected external endpoints or write outside the repo), (2) the designated log path (research/harness-log.md) is acceptable to store research output, and (3) the skill will not be granted access to private credentials or unrelated config files. If you want tighter control, restrict the agent's web fetch scope and file write permissions or require manual review of candidate papers before the skill writes to the log.Like a lobster shell, security has layers — review code before you run it.
latestvk97c1v9prvzqrfc22ejeykyp8x83yv38
License
MIT-0
Free to use, modify, and redistribute. No attribution required.