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Agent skill

Autoresearch Conversation Handoff

by bosprimigenious in bosprimigenious/autoresearch-skills

将 AutoResearch 的 Claude、Codex、Cursor 对话、命令输出和外部提交状态整理为可执行交接，区分事实、失败、待办和证据边界。用于总结长会话、换 agent 或收尾归档；不把对话陈述当作已验证事实。

MITAuto-check passedAgent Workflows

Install Autoresearch Conversation Handoff

skills CLI
$ npx skills add bosprimigenious/autoresearch-skills --skill autoresearch-conversation-handoff -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install bosprimigenious/autoresearch-skills autoresearch-conversation-handoff --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/bosprimigenious/autoresearch-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/autoresearch-conversation-handoff .claude/skills/autoresearch-conversation-handoff && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
autoresearch-conversation-handoff
GitHub stars
153
Token cost
~183 tokens
SKILL.md length
24 words
Files
5 (incl. references)
Skills in repo
8
Repo updated
First seen
Licence
MIT

At a glance

将 AutoResearch 的 Claude、Codex、Cursor 对话、命令输出和外部提交状态整理为可执行交接，区分事实、失败、待办和证据边界。用于总结长会话、换 agent 或收尾归档；不把对话陈述当作已验证事实。

  • Tasks that involve Autonomous loops
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Autoresearch Conversation Handoff is an agent skill from bosprimigenious/autoresearch-skills. 将 AutoResearch 的 Claude、Codex、Cursor 对话、命令输出和外部提交状态整理为可执行交接，区分事实、失败、待办和证据边界。用于总结长会话、换 agent 或收尾归档；不把对话陈述当作已验证事实。

Its SKILL.md is about 180 tokens, which your agent loads only when the skill is triggered. The skill folder holds 6 other files, including reference files (for example `AGENTS.md`, `CLAUDE.md` and `agents/openai.yaml`).

It sits in Agent Workflows, covering Autonomous loops. The repository describes itself as: Reusable skills for AutoResearch task design, isolation, QA, and handoff. The licence is MIT.

When your agent uses it

  • Tasks that involve Autonomous loops

Example prompts

  • “/autoresearch-conversation-handoff”

What it can do on your machine

Read from SKILL.md and the folder at commit d8ff7e2. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Autoresearch Conversation Handoff loads about 183 tokens when it runs, and up to ~454 if it reads all its reference files. Until then it costs about 37 tokens; SKILL.md has 24 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~37
When it runs · the whole SKILL.md, loaded when a task matches
~183
With references · SKILL.md plus every file in references/, read only if the agent opens them
~454

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from bosprimigenious/autoresearch-skills at commit d8ff7e2, republished under its MIT licence (© bosprimigenious). 24 words, ~183 tokens.

Download SKILL.mdSave it as .claude/skills/autoresearch-conversation-handoff/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.
name
autoresearch-conversation-handoff
description
将 AutoResearch 的 Claude、Codex、Cursor 对话、命令输出和外部提交状态整理为可执行交接，区分事实、失败、待办和证据边界。用于总结长会话、换 agent 或收尾归档；不把对话陈述当作已验证事实。

AutoResearch 对话交接

读取可用对话记录、Git 现场、最终包、QA 报告和外部平台页面；对关键结论自己重跑或回读。按 handoff-schema.md 输出一份当前权威交接，并把旧结论标为历史，不靠“最新消息”覆盖失败证据。

交接必须回答：当前目标、唯一权威包、代码提交、QA 总结、外部提交状态、已验证或未验证边界、失败命令、保留大文件、可删除副本、下一步及完成标准。远端运行还要分别写控制器状态、进程状态、证据是否已拉回、本地哈希是否匹配、操作系统是否关机、云平台是否确认停止计费；SSH 不可达不能单独证明最后一项。涉及凭据时只写位置或轮换建议，不复制密钥。

交接或附件要上传、开源或发给其他团队时，先按 autoresearch-task-qa 的隐私与可移植性门禁逐件检查。交接正文使用仓库相对路径或逻辑标识；删除作者 home、主机端口和无需公开的账号信息。私有仓库不能代替隐私检查，飞书/Lark file token 和 capability-style 链接按敏感引用处理。

用户要求“完成”但存在保护范围、平台审核、动态 Harbor 或未上传资产时，明确写部分完成或 NOT READY。

© bosprimigenious, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 4 other files (references) in skills/autoresearch-conversation-handoff of bosprimigenious/autoresearch-skills.

  • SKILL.md
  • AGENTS.md
  • CLAUDE.md
  • agents/openai.yaml
  • references/handoff-schema.md

Open the folder on GitHubat commit d8ff7e2

Compare with similar skills

Autoresearch Conversation Handoff next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Autoresearch Conversation Handoff compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Autoresearch Conversation Handoff this skillbosprimigenious/autoresearch-skills153—~183Automated safety check: PassMIT
Show Me Your Work Decision Logcursor/plugins11k8 repos~1.6kAutomated safety check: PassNone
Autoresearch Iteration Loopuditgoenka/autoresearch6.5k1 repos~2kAutomated safety check: PassMIT
Install Loop Engineeringcobusgreyling/loop-engineering11k1 repos~648Automated safety check: PassMIT
LoopyForward-Future/loopy3.2k—~3.9kAutomated safety check: PassMIT
AI Performance Improvement Plantanweai/pua20k2 repos~6.9kAutomated safety check: PassMIT

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More from bosprimigenious/autoresearch-skills

All 8 skills in this repo

  • Autoresearch Baseline Quality

    bosprimigenious/autoresearch-skills

    对 AutoResearch 的正式 Baseline 做只读合理性审查，检查训练不足、实现故障、预算或 seed 不公平及缺乏代表性的弱对照，区分合理 naive Starter 与评分锚点。适用于专家提交包和 Baseline/Reference 证据复核，不用于求解任务或要求 Baseline 达到 SOTA。

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  • Autoresearch Paper Discovery

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    自主检索、去重并筛选可转化为 AutoResearch 优化任务的论文，核查论文与源码许可、优化面、评测、资源、效应噪声和目标 Harness 可交付性。用于从零找论文、维护候选池或在投入实现前做选题预检；不用于已经确定论文后的实验执行。

    153 GitHub stars~506 tokensUpdated 6 days ago
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  • Autoresearch Task QA

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    对 AutoResearch 目录或 ZIP 做只读质检；先审优化面是否仅调参、Baseline 是否合理、Reference 提升是否充分，再查 21 项实现、严格 Docker 路径、Harbor 接口与成对训练证据。输出方法介绍、完整跑分、专家退回说明及 TXT/Markdown/JSON 报告；不用于求解任务。

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  • Autoresearch Run Isolation

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  • Autoresearch Task Authoring

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    从论文与代码仓设计可交付的 AutoResearch 工程题，确定 Starter、Baseline、Reference、评分器、Harbor 结构和证据契约。用于出题、改题或审题；不替代提交包最终 QA。

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  • Autoresearch Feishu Three Table

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Categories

Questions about Autoresearch Conversation Handoff

What does Autoresearch Conversation Handoff do?

将 AutoResearch 的 Claude、Codex、Cursor 对话、命令输出和外部提交状态整理为可执行交接，区分事实、失败、待办和证据边界。用于总结长会话、换 agent 或收尾归档；不把对话陈述当作已验证事实。. Autoresearch Conversation Handoff is an agent skill from bosprimigenious/autoresearch-skills.

When should I use Autoresearch Conversation Handoff?

Autoresearch Conversation Handoff fits situations like: tasks that involve Autonomous loops.

How do I install Autoresearch Conversation Handoff in Claude Code?

Run `npx skills add bosprimigenious/autoresearch-skills --skill autoresearch-conversation-handoff -a claude-code`. Or copy the skill folder (skills/autoresearch-conversation-handoff in bosprimigenious/autoresearch-skills) into .claude/skills/autoresearch-conversation-handoff in your project. Claude Code loads it when a task matches its description.

How do I install Autoresearch Conversation Handoff in Codex?

Run `npx skills add bosprimigenious/autoresearch-skills --skill autoresearch-conversation-handoff -a codex`. Or copy the skill folder (skills/autoresearch-conversation-handoff in bosprimigenious/autoresearch-skills) into .agents/skills/autoresearch-conversation-handoff in your project. Codex loads it when a task matches its description.

Can I use Autoresearch Conversation Handoff in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add bosprimigenious/autoresearch-skills --skill autoresearch-conversation-handoff -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/autoresearch-conversation-handoff, .gemini/skills/autoresearch-conversation-handoff, .github/skills/autoresearch-conversation-handoff and .opencode/skills/autoresearch-conversation-handoff in your project.

What does Autoresearch Conversation Handoff need to run?

SKILL.md names no scripts, command-line tools or credentials: Autoresearch Conversation Handoff is instructions for the agent only.

Does Autoresearch Conversation Handoff access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Autoresearch Conversation Handoff safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Autoresearch Conversation Handoff use?

Autoresearch Conversation Handoff is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Autoresearch Conversation Handoff use?

About 183 tokens (SKILL.md is roughly 732 characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 271 tokens, read only when the agent opens those files.

What are the alternatives to Autoresearch Conversation Handoff?

Skills that share tags, products or a category with Autoresearch Conversation Handoff: Show Me Your Work Decision Log (cursor/plugins, 11k stars), Autoresearch Iteration Loop (uditgoenka/autoresearch, 6.5k stars), Install Loop Engineering (cobusgreyling/loop-engineering, 11k stars) and Loopy (Forward-Future/loopy, 3.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Autoresearch Conversation Handoff?

bosprimigenious (a GitHub user) maintains it in bosprimigenious/autoresearch-skills, which has 153 GitHub stars. The repository holds 8 skills in this directory. The repository was last updated on October 4, 2026.

Source: bosprimigenious/autoresearch-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.