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Agent Skill · 研究检索

arcascience-email(阿卡科学电子邮件)

arcascience-email 用于查找、检索和筛选相关信息,适合在 OpenClaw 中需要根据关键词、任务场景或来源线索快速定位候选结果时使用。可结合来源仓库、安装命令和原始 README 继续核验具体用法。安装前建议确认权限范围、维护状态,以及是否会触发联网、命令执行或文件读写。

arcascience-email 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为需要联网;许可证为 MIT-0,第三方扫描有提醒项,按安装量在研究检索类的 73,675 个 Skill 里排第 29,460。

总安装 3,057周安装 116GitHub Stars 公开资料未说明下载 947核验 2026-05-01

安装说明

本站只整理中文说明,不托管安装包,也不代用户安装。
GitHub
许可证
MIT-0
版本
1.0.0

安装方式

通过对话安装

复制提示词发给支持本地命令或 Skills 的 AI 助手,先确认命令和权限,再让它执行。

请帮我安装这个 Agent Skill:arcascience-email(阿卡科学电子邮件)
来源仓库:https://github.com/atomus42/arcascience-email
安装命令:
openclaw skills install arcascience-email
安装前请先检查当前环境是否支持对应 CLI,并向我确认将要执行的命令、安装目录、联网范围和文件读写权限;确认后再执行。

命令行安装

复制命令到本机终端执行。该命令会通过 OpenClaw 从第三方来源获取 Skill;本站只展示命令,不托管安装包,也不自动执行。

ClawHubOpenClaw
openclaw skills install arcascience-email

这个 Skill 是做什么的

研究检索类 Skill 主要解决「找资料、核对事实、把来源整理清楚」的问题,通常会让助手先检索再总结。

ArcaScience 的 Romain 的电子邮件助理可使用药品档案来阅读、分类和起草上下文感知回复,并根据发件人资料调整语气和语言。

上手步骤

4 步
  1. 1

    确认自己的宿主工具

    公开资料标注支持 OpenClaw;先确认自己用的是其中之一,再按对应工具的 Skills 目录放置。

  2. 2

    拿到安装命令

    可以直接复制的命令是 openclaw skills install arcascience-email;命令里的占位符换成自己的路径或密钥再执行。

  3. 3

    安装后重启宿主

    命令执行完要完全退出宿主工具再打开,让新装的 Skill 被重新扫描到,否则列表里可能看不到。

  4. 4

    按最小权限试用

    它需要需要联网,先在测试目录或测试账号里跑,确认没问题再放到正式项目。

常见问题

6 条

arcascience-email 怎么安装?

在终端执行 openclaw skills install arcascience-email。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

arcascience-email 支持哪些 AI 工具?

公开资料标注支持 OpenClaw。其他工具只要能读取本地 Skill 目录,一般也能手动放进去,但要自己确认触发方式是否一致。

arcascience-email 需要什么权限?

权限级别是需要联网。该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

arcascience-email 是免费的吗?

来源标注的许可证是 MIT-0。本站不代收任何费用,也不托管安装包;能否商用、要不要署名,以许可证原文为准。

arcascience-email 用的人多吗?

公开数据是累计安装 3,057 次,近一周安装 116 次,下载 947 次。这些数字来自第三方目录统计,只能当作热度参考,不代表质量或安全性。

arcascience-email 安全吗?

第三方扫描有提醒项,说明存在需要人工确认的行为。安装前请打开源码看清它读了什么、联网到哪里。

值得选的地方和要先想清楚的地方

值得选的地方

  • 专注 OpenClaw 一种宿主,触发方式和使用习惯不用来回切换。
  • 许可证明确为 MIT-0,商用和分发边界好判断。

先想清楚的地方

  • 第三方扫描存在提醒项或未通过项,需要人工逐条确认。
  • 第三方目录整理,版本更新和行为细节以来源仓库为准。

适不适合你

更适合

  • 已经在用 OpenClaw,想直接扩展它能力的人。
  • 需要处理研究检索类任务、又不想每次都手写提示词的人。

不太适合

  • 需要厂商级技术支持和 SLA 的生产系统。

研究检索类 Skill 对比

6 个同类
Skill总安装GitHub 星权限许可证扫描
find-skills

寻找技能 · Codex、Claude

31,199,81316,486操作浏览器MIT有提醒
self-improving-agent

自我改进 Agent · OpenClaw

16,464,0023,396接触敏感数据MIT-0通过
soultrace

灵魂追踪 · Codex、Claude

7,588,94412需要联网未明确有提醒
self-improving

自我完善 · OpenClaw

6,829,2841,046需要联网MIT-0通过
microsoft-foundry

微软代工厂 · Codex、Claude

6,614,144764调用外部服务未明确有提醒
arcascience-email

阿卡科学电子邮件 · 本页

3,057—需要联网MIT-0有提醒

按安装量取同分类前几名;数字来自第三方目录统计,只作热度参考,不代表质量结论。

SKILL.md 原文

ArcaScience Email Assistant

Description

Comprehensive email management assistant for Romain at ArcaScience. Reads inbox, triages emails, drafts contextual replies using pharma intelligence dossiers, and manages outreach. Adapts tone, language, and content based on the recipient's profile and relationship.

Trigger

Use this skill when the user asks to:

  • Read, check, scan, or list emails
  • Draft, write, compose, or reply to emails
  • Handle unanswered or pending emails
  • Prepare outreach to pharma contacts
  • Send a follow-up or thank-you email
  • Manage inbox or email workflow

Also triggered automatically by the daily-email-drafts cron job.

Sender Identity

  • Name: Romain
  • Email: romain@arcascience.ai
  • Role: Business development / strategic partnerships at ArcaScience
  • Company: ArcaScience — AI-powered Benefit-Risk Assessment platform for pharma

Instructions

Step 1: Fetch Emails

Use the Gmail skill (Maton API) to fetch emails from romain@arcascience.ai.

  • For "check my emails" → fetch last 10-20 unread or recent
  • For "emails from today" → fetch last 24 hours
  • For "reply to X" → fetch the specific thread
  • For daily cron → fetch last 24 hours, all emails

Read the FULL content of each email (not just subject/snippet).

Step 2: Triage

Classify every email into one of these categories:

CategoryCriteriaAction
✅ NEEDS REPLYDirect question, meeting request, business inquiry, client request, colleague asking somethingDraft a reply
⚠️ FYI / ACTIONForwarded info, CC'd threads, updates that may need follow-up laterSummarize, flag if action needed
❌ IGNORENewsletters, promos, notifications, auto-sent, spam, self-sentSkip

Present the triage as a summary table FIRST, then drafts for each ✅ email.

Step 3: Identify Sender Context

For each email requiring a reply:

A. Check if sender is internal:

  • @arcascience.ai emails → internal colleague
  • Known internals: Julie Green (julie@arcascience.ai), María Lola Álvarez (marialola@arcascience.ai)

B. Check if sender is from a known pharma company:

  • Look up arcascience_dossiers/companies/ for company dossier
  • Look up arcascience_dossiers/stakeholders/ for contact profile
  • Check arcascience_dossiers/master_targeting_table.csv for targeting data
  • If found: extract strategic entry angle, key challenges, therapeutic focus, buying pathway

C. If sender is unknown external:

  • Infer company and role from email signature/domain
  • Search web if needed for company context
  • Draft a professional but measured response

Step 4: Draft Replies

Language Rule (ABSOLUTE — NO EXCEPTIONS)

Reply in the SAME language as the incoming email. If email is in French → draft in French. If in English → English. If in German → German. Never translate.

Tone Adaptation Matrix
Sender TypeToneFormalitySignature
Cold prospect / first contactProfessional, value-focusedVous / You, full titlesRomain Germain, ArcaScience
Warm contact / existing relationshipCordial, directTu/first name if they use itRomain
Active clientCollaborative, supportiveMatch their toneRomain
Internal colleagueDirect, efficient, informalTu, no formalitiesR
Regulatory / institutionalHighly formal, preciseVous/You, institutional languageRomain Germain, ArcaScience
Follow-up after meeting/demoWarm, reference specificsMatch prior exchange toneRomain
Investor / boardProfessional, metrics-focusedVous/YouRomain Germain, CEO, ArcaScience
Draft Structure by Email Type

For pharma business emails (prospects/clients):

  1. Opening: Acknowledge their message or context
  2. Value bridge: Connect ArcaScience BRA platform to THEIR specific challenge (use dossier intelligence)
  3. Proof point: Reference relevant capability, metric, or client base
  4. Call to action: Suggest a concrete next step
  5. Sign-off: Professional

For internal emails:

  1. Address the question/task directly
  2. Provide information or confirm action
  3. Next steps if needed
  4. Short sign-off

For admin/operational emails:

  1. Confirm receipt or action
  2. Provide requested information
  3. Done

Step 5: Present Drafts

For each draft, present in this format:

────────────────────────────────────────
📧 DRAFT [N] — [Context description]
To: [recipient]
Subject: Re: [subject]
Langue: [detected language]
Ton: [tone level]
Dossier: [company dossier found / not found]
────────────────────────────────────────

[Draft body]

────────────────────────────────────────
✅ Dis "envoyer [N]" pour envoyer
✏️ Dis "modifier [N]: [instructions]" pour ajuster
────────────────────────────────────────

Step 6: Attach Documents When Relevant

Before sending, evaluate if the email would benefit from a piece jointe (PJ). Proactively suggest attachments — don't wait for Romain to ask.

When to Attach
SituationAttachment to suggest
First outreach to a prospectOne-pager (general or clinical landscape)
Follow-up after demo/meetingRelevant proposal or one-pager
Client asking about BRA capabilitiesBenefit-Risk-Evaluation-Platform.pdf
Client asking about clinical landscape / evidenceEvidence-Infrastructure PDF or clinical landscape one-pager
Regulatory discussion / CHMP / EMA topicAnalyse BRA.pdf
Request for partnership termsPartnership contract (blank) or CDA
Sanofi-specific discussionSanofi proposal (V2 or V2B)
Dilon-specific discussionDilon proposal
Asphalion-specific discussionAsphalion proposal
Internal request for sales materialsRelevant PDF from the Sales Package
Prospect asks for case study / proofSanofi case study deck or BRA analysis
Attachment Source Directories

Sales Package (original PDFs — use these for email attachments): C:\Users\Romai\Downloads\Sales Package\

FileUse for
2025_01_Arcascience_OnePager_VF.pdfGeneral one-pager — first contact, intro emails
2025_11_Arcascience_OnePager_clinical_landscape_G_VF.pdfClinical landscape study — evidence/data discussions
Benefit-Risk-Evaluation-Platform.pdfPlatform overview deck — detailed capability discussions
Evidence-Infrastructure-for-Proprietary-Asset-scouting-and-Identification.pdfEvidence infra — asset scouting / data discussions
Analyse BRA.pdfDetailed BRA analysis — regulatory / competitive discussions
ArcaScience_Proposal-4-Dilon.pdfDilon-specific proposal
2026_01_Arcascience_Dilon_V2.pdfDilon v2 proposal
2026_01_Arcascience_SANOFI_V2.pdfSanofi proposal
2026_01_Arcascience_SANOFI_V2B.pdfSanofi proposal variant
Benefit-Risk-Intelligence-for-Asphalion.pdfAsphalion-specific proposal
Sales Organisation package.pdfInternal — sales org process
Partnership contract ArcaScience_BLANK.docxBlank partnership contract template
CDA ARCASCIENCE.docxConfidentiality agreement
Contrat - Biocodex - ArcaScience-V1.docxContract template reference

Client-specific decks (markdown exports in the repo): C:\Users\Romai\OneDrive\Documents\GitHub\Decks-Docs\docs\

  • Sanofi decks, Servier decks, Hyloris workshops, EDSC roundtable, MHRA slides
How to Attach

When drafting, if an attachment is relevant:

  1. Add a PJ: line to the draft presentation:
────────────────────────────────────────
📧 DRAFT [N] — [Context]
To: [recipient]
Subject: Re: [subject]
Langue: [detected language]
Ton: [tone level]
Dossier: [company dossier found / not found]
📎 PJ: 2025_01_Arcascience_OnePager_VF.pdf
────────────────────────────────────────
  1. When sending via Gmail API, attach the file from the Sales Package path
  2. If multiple attachments are relevant, list them all but limit to max 3 per email (keep it focused)
  3. ALWAYS mention the attachment in the email body (e.g., "Vous trouverez en PJ notre one-pager..." or "Please find attached...")
Attachment Decision Rules
  • First contact → ALWAYS attach the general one-pager
  • Prospect mentions a specific therapeutic area → Attach clinical landscape one-pager
  • Post-meeting follow-up → Attach whatever was discussed (proposal, deck, etc.)
  • Legal/partnership discussion → Attach CDA or partnership contract blank
  • Never attach contracts to cold prospects or unknown contacts
  • Never attach internal-only documents (Sales Organisation package) to external contacts
  • When in doubt → suggest the attachment to Romain in the draft and let him confirm

Step 7: Send (ONLY on explicit confirmation)

CRITICAL: NEVER send an email without Romain saying "envoyer X" or "send X" explicitly.

When confirmed:

  1. Send via Gmail skill with attachment(s) if specified
  2. Confirm delivery and list of PJ sent
  3. Log the sent email

ArcaScience Quick Reference (for drafting)

What we do: AI-powered dynamic Benefit-Risk Assessment platform for pharma Key stats: 24 AI models | 100bn+ data points | 20+ blue chip clients | 80% time reduction Core value: Build drug B/R evaluations in seconds instead of months Regulatory basis: ICH Working Group XII, Guideline E2C(R2) Capabilities:

  • Dynamic (continuous) B/R monitoring vs. static periodic assessments
  • Evidence mapping & cross-indication harmonization
  • Regulatory gap analysis (pre-empt CHMP questions)
  • Probabilistic approval prediction
  • Post-marketing RWE integration
  • Pediatric evidence bridging
  • Biosimilar multi-indication strategy
  • Re-examination support after negative opinions

Differentiators:

  • Only dynamic BRA platform (competitors are static)
  • Clinician-trained models (not generic AI)
  • 100bn+ data points (largest BRE database)
  • 80% time reduction (independently validated)

Knowledge Base Paths

Embedded References (in this skill's references/ folder)

  • references/arcascience-context.md — Full company context & positioning
  • references/sales-package-platform.md — BRA platform deck, one-pagers, evidence infrastructure
  • references/sales-package-proposals.md — Client proposals (Dilon, Sanofi, Asphalion) & BRA analysis
  • references/sales-package-personae.md — Buyer personae analysis (14 personas with scoring)
  • references/sales-package-operations.md — Sales org process, contracts templates

External Dossiers (in the GitHub repo — read on demand)

  • Company dossiers: C:\Users\Romai\OneDrive\Documents\GitHub\Decks-Docs\arcascience_dossiers\companies\ (100 files)
  • Stakeholder profiles: C:\Users\Romai\OneDrive\Documents\GitHub\Decks-Docs\arcascience_dossiers\stakeholders\
  • Master targeting table: C:\Users\Romai\OneDrive\Documents\GitHub\Decks-Docs\arcascience_dossiers\master_targeting_table.csv
  • Company list: C:\Users\Romai\OneDrive\Documents\GitHub\Decks-Docs\arcascience_dossiers\COMPANY_LIST.md

Quality Checklist

  • [ ] Language matches incoming email
  • [ ] Tone matches sender type
  • [ ] Company dossier referenced if available
  • [ ] No email sent without explicit "envoyer/send" confirmation
  • [ ] Specific ArcaScience capabilities mentioned (not generic)
  • [ ] Call to action included for business emails
  • [ ] Relevant PJ suggested for prospect/client emails (one-pager, proposal, etc.)
  • [ ] PJ mentioned in email body when attached
  • [ ] No contracts/CDA sent to cold prospects
  • [ ] Max 3 attachments per email

平台分布

OpenClaw

81.76%
按下载量换算774

安全审计

VirusTotal

通过

ClawScan

可疑

Static analysis

通过

权限和风险

需要联网

该 Skill 可能需要联网访问来源站点、仓库或外部 API;具体网络访问范围需要结合源码和 README 复核。

安装前确认

本站仅展示第三方公开信息,不托管安装包,不提供自动安装或运行环境。安装前应自行审查源码、依赖和命令行为。来源安全扫描存在提醒或未通过项,安装前请自行复核。目前只有一个公开来源,建议同时核对源仓库。

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