📦 Research — 研究
v1.0.0LoopClaude Code 兼容性镜像，用于 Codex-native 10000 Mentors Research Workflow。仅在从 Claude Code 运行且用户需要相同 sou...
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最后更新
2026/4/20
安全扫描
OpenClaw
安全
high confidenceThe skill's requested tools and runtime actions match its stated purpose (an agent-driven research/workflow loop that reads a repo, produces small runnable changes into a source_changes/ mirror, and writes executor manifests); nothing requested appears disproportionate or unrelated to that goal.
评估建议
This skill appears coherent for running a repo-focused research loop. Before installing or running it: (1) confirm the runtime has python3, git, and the GitHub CLI installed and authenticated if you expect publishing; GH/git will use whatever credentials are already configured, so be mindful that pushes or gh actions could occur under those identities. (2) Verify the `autonomous_research_workflow` CLI/module the skill invokes is present in the runtime or in the target repo to avoid the agent att...详细分析 ▾
✓ 用途与能力
Name/description describe a repo-focused research loop; declared required binaries (python3, git, gh) and allowed tools (Bash, WebSearch, Read/Write) are consistent with reading a repository, running Python helpers, and publishing to GitHub. There are no unrelated credentials or binaries requested.
✓ 指令范围
SKILL.md instructs the agent to read the target repo, run hygiene and frontier checks, produce a single bounded micro-step, write changes into source_changes/, and emit an executor_manifest via `python3 -m autonomous_research_workflow.cli`. All referenced files and paths are within the workflow's repository domain. The instructions explicitly forbid using unrelated APIs (e.g., Ollama). They do not request arbitrary host files or environment secrets beyond normal repo operations.
✓ 安装机制
This is an instruction-only skill with no install spec or archive downloads. No packages are fetched or written by the skill itself, minimizing disk-write/install risk. The only implicit requirement is that the runtime provide the declared binaries and the Python module/CLI referenced by the instructions (expected to be in the runtime or repo).
ℹ 凭证需求
The skill declares no required env vars or credentials, which is appropriate. One operational note: the GitHub CLI ('gh') and git operate using whatever credentials are already configured in the runtime/user environment; the skill does not explicitly request tokens but can implicitly act using existing auth. That behavior is expected for a GitHub-publishing workflow but is worth awareness.
✓ 持久化与权限
The skill is not always-enabled and is user-invocable. It does not request permanent platform privileges or attempt to modify other skills or global agent settings. Autonomous invocation (model calls) remains allowed (platform default) but is not combined with elevated 'always' privilege or unexplained credential access.
安全有层次，运行前请审查代码。
运行时依赖
无特殊依赖
版本
latestv1.0.02026/4/20
- Initial release of the research-loop skill, providing a Claude Code compatibility mirror for the 10000 Mentors Research Workflow. - Maintains the same source-gated research loop contract as the Codex-native version, tailored specifically for the Claude Code runtime. - Enforces strict protocol hygiene, innovation frontier checks, and phase order as described in the upstream reference documentation. - Requires only Python 3, Git, and GitHub CLI (gh); no dependence on Ollama APIs or services. - Guides each research loop through a 15-phase process, from source intake to GitHub publishing, ensuring rigorous standards before completion.
● 无害
安装命令
点击复制官方npx clawhub@latest install research-loop
镜像加速npx clawhub@latest install research-loop --registry https://cn.longxiaskill.com镜像同步中