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Agent Skill · 研究检索

ocas-vesper(奥卡斯黄昏)

ocas-vesper 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。

ocas-vesper 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 14,078。

总安装 8,848周安装 365GitHub Stars 公开资料未说明下载 2,891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
2.7.0

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:ocas-vesper(奥卡斯黄昏)
来源仓库:https://github.com/indigokarasu/ocas-vesper
安装命令:
openclaw skills install ocas-vesper
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 ocas-vesper

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。

生成每日简报,汇总系统信号呈现结果与决策要点。适合晨间规划或晚间复盘使用。ocas-vesper 属于研究检索类 Skill,可作为该场景下的辅助能力补充。安装后可定时生成早间/晚间两种格式报告。适用宿主包括 OpenClaw,接入前应确认版本、权限和运行环境要求。内容依赖实时数据流,延迟可能导致信息过时。

简报仅供参考,具体行动需结合上下文判断。

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 ocas-vesper;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

ocas-vesper 怎么安装?

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

ocas-vesper 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。

ocas-vesper 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。

ocas-vesper 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。

ocas-vesper 用的人多吗?

公开数据是累计安装 8,848 次,近一周安装 365 次,下载 2,891 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。

ocas-vesper 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
ocas-vesper

奥卡斯黄昏 · 本页

8,848—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

name
ocas-vesper
source
https://github.com/indigokarasu/vesper
install
openclaw skill install https://github.com/indigokarasu/vesper
description
Use when generating morning or evening briefings, requesting an on-demand system brief, checking pending decisions, or configuring the briefing schedule. Aggregates signals from across the system into concise natural-language summaries. Trigger phrases: 'morning briefing', 'evening briefing', 'what's happening', 'daily brief', 'pending decisions', 'catch me up', 'update vesper'. Do not use for deep research (use Sift), pattern analysis (use Corvus), or message drafting (use Dispatch).
metadata
{"openclaw":{"emoji":"🌅"}}

Vesper

Vesper is the system's daily voice — it aggregates signals from every other skill and presents what matters as a concise, conversational morning or evening briefing, surfacing concrete outcomes, upcoming decisions, and actionable opportunities without exposing any internal architecture or analysis processes. Its signal filtering is strict: routine background activity, speculative observations, and already-experienced events are excluded, so every briefing earns attention rather than demanding it.

When to use

  • Generate morning or evening briefing
  • Request an on-demand briefing
  • Check pending decision requests
  • Configure briefing schedule or sections

When not to use

  • Deep research — use Sift
  • Pattern analysis — use Corvus
  • Message drafting — use Dispatch
  • Action execution — use relevant domain skill

Responsibility boundary

Vesper owns briefing generation, signal aggregation, and decision presentation.

Vesper does not own: pattern analysis (Corvus), web research (Sift), communications delivery (Dispatch), action decisions (Praxis).

Vesper receives InsightProposal files from Corvus. Vesper writes completed briefings to its briefings/ directory; Dispatch picks them up and delivers them.

Ontology types

Vesper aggregates signals and data from other skills for briefing generation. During aggregation, it observes entities that appear in briefing content:

  • Entity/Person — people mentioned in briefings (from calendar events, messages, task assignments)
  • Concept/Event — events and deadlines referenced in briefing sections (meetings, due dates, travel departures)
  • Place — locations mentioned in briefing content (meeting venues, travel destinations, weather locations)

Vesper may reference entity names and types from Chronicle or other skill data in briefing content (read-only). Entity observations are recorded in journal outputs for downstream Chronicle ingestion.

Commands

  • vesper.briefing.morning — generate morning briefing
  • vesper.briefing.evening — generate evening briefing
  • vesper.briefing.manual — on-demand briefing
  • vesper.decisions.pending — list unacted decision requests
  • vesper.config.set — update schedule, sections, delivery
  • vesper.status — last briefing time, pending decisions, schedule
  • vesper.journal — write journal for the current run; called at end of every run
  • vesper.update — pull latest from GitHub source; preserves journals and data

Invocation modes

  • Automatic morning — during configured morning window
  • Automatic evening — during configured evening window
  • Manual — on user request

Signal filtering rules

Include: actionable information, meaningful outcomes, plan-affecting changes, multi-signal opportunities, preparation-useful information.

Exclude: routine background activity, already-experienced events, internal system reasoning, speculative observations.

Evening-specific: no past weather, no summaries of attended meetings.

Read references/signal_filtering.md for full rules.

Formatting rules

  • Output is plain text or minimal HTML suitable for Gmail rendering. No markdown syntax (#, **, ---).
  • Conversational paragraphs, not bullet dumps.
  • Section headers use monochrome extended characters: ▪ Today, ✉ Messages, ⚑ Logistics, ◈ Markets, ⟡ Decisions, ⚙ System.
  • Sections with no content are omitted entirely. Do not render empty sections or "nothing to report" placeholders.
  • Normal-state system health is silence, not confirmation. No "no flags", "systems normal", "all clear".
  • Opening: "Good morning Jared" (no punctuation after greeting). Evening: "Good evening Jared".
  • Weather follows greeting as narrative prose with emoji directly before each condition word. No location callout when at home. When traveling, prefix with location: "Here's what Tokyo looks like today."
  • Weather includes: current temp and condition, 10am commute forecast, high, 4pm commute forecast, low. Friday briefings append a weekend forecast line.
  • Links are inline: the relevant words become the anchor text. No trailing link labels. Calendar events link to gcal, locations link to Google Maps, message references link to Gmail threads, tracking items link to status pages.
  • URI formats: gcal https://calendar.google.com/calendar/event?eid={event_id}, maps https://maps.google.com/?q={place+name+address}, gmail https://mail.google.com/mail/u/0/#inbox/{thread_id}.
  • Markets (morning): "Portfolio closed yesterday at $XXX,XXX (±X.X%)". Markets (evening): "Portfolio opened at $XXX,XXX and closed at $XXX,XXX (±X.X%)". Notable movers only when movement is material.
  • Decision requests: option, benefit, cost, framed as optional.
  • Opportunities surfaced without exposing underlying analysis.
  • When Vibes (ocas-vibes) is present, apply its voice and anti-AI rules to all briefing text.

Read references/briefing_templates.md for structure and examples.

Run completion

After every briefing generation:

  1. Read InsightProposal files from each skill's proposals/ directory: /workspace/openclaw/data/ocas-corvus/proposals/ and /workspace/openclaw/data/ocas-custodian/proposals/. Apply signal filtering to each. Track consumed proposal_id values in signals_evaluated.jsonl to avoid reprocessing on future runs.
  2. Read Dispatch summary from /workspace/openclaw/data/ocas-dispatch/reports/YYYY-MM-DD-{period}.json if present (where period matches the briefing type: morning or evening). Use high_priority_threads, pending_followups, and active_commitments for the Messages section.
  3. Read Rally daily report from /workspace/openclaw/data/ocas-rally/reports/YYYY-MM-DD-daily.json if present. Use for the Markets section.
  4. Write briefing file to /workspace/openclaw/data/ocas-vesper/briefings/YYYY-WXX/YYYY-MM-DD-{type}.json using VesperBriefingFile schema. This is Dispatch's pickup source. Week directory format: ISO week e.g. 2026-W14. Create the week directory if absent.
  5. Persist briefing record and evaluated signals to local JSONL files
  6. Log material decisions to decisions.jsonl
  7. Write journal via vesper.journal

Behavior constraints

  • No nagging — ignored decisions are treated as intentional
  • No internal system terminology
  • No references to architecture or analysis processes
  • No speculative observations
  • Only concrete outcomes and actionable opportunities
  • Silence on normal — if a system, section, or status has nothing noteworthy, omit it entirely rather than confirming normalcy

Inter-skill interfaces

Corvus → Vesper (cooperative read): Corvus writes InsightProposal files to /workspace/openclaw/data/ocas-corvus/proposals/{proposal_id}.json. Vesper reads from this directory during briefing generation, applies signal filtering, and tracks consumed proposal_id values in its own signals_evaluated.jsonl. Corvus does not write to Vesper's directories. See spec-ocas-interfaces.md for the InsightProposal schema.

Custodian → Vesper (cooperative read): Custodian writes InsightProposal files (anomaly_alert type) to /workspace/openclaw/data/ocas-custodian/proposals/{proposal_id}.json on Tier 3/4 escalations. Vesper reads from this directory during briefing generation. Custodian does not write to Vesper's directories.

Dispatch → Vesper (cooperative read): Dispatch writes DispatchSummaryReport to /workspace/openclaw/data/ocas-dispatch/reports/YYYY-MM-DD-{period}.json. Vesper reads this during briefing generation. Dispatch does not write to Vesper's directories.

Rally → Vesper (cooperative read): Rally writes daily portfolio reports to /workspace/openclaw/data/ocas-rally/reports/YYYY-MM-DD-daily.json. Vesper reads this during briefing generation. Rally does not write to Vesper's directories.

Vesper → Dispatch (cooperative read): Vesper writes completed briefings to /workspace/openclaw/data/ocas-vesper/briefings/YYYY-WXX/YYYY-MM-DD-{type}.json. Dispatch reads this directory, identifies undelivered briefings, and delivers them. See references/schemas.md VesperBriefingFile.

Storage layout

/workspace/openclaw/data/ocas-vesper/
  config.json
  briefings.jsonl
  signals_evaluated.jsonl
  decisions_presented.jsonl
  decisions.jsonl
  briefings/
    YYYY-WXX/
      YYYY-MM-DD-morning.json
      YYYY-MM-DD-evening.json

/workspace/openclaw/journals/ocas-vesper/
  YYYY-MM-DD/
    {run_id}.json

Default config.json:

{
  "skill_id": "ocas-vesper",
  "skill_version": "2.7.0",
  "config_version": "1",
  "created_at": "",
  "updated_at": "",
  "schedule": {
    "morning_window": "07:00-09:00",
    "evening_window": "17:00-19:00",
    "timezone": "America/Los_Angeles"
  },
  "sections": {
    "today": true,
    "messages": true,
    "logistics": true,
    "markets": true,
    "decisions": true,
    "system": true
  },
  "retention": {
    "days": 30,
    "max_records": 10000
  }
}

OKRs

Universal OKRs from spec-ocas-journal.md apply to all runs.

skill_okrs:
  - name: signal_precision
    metric: fraction of included signals rated actionable by user
    direction: maximize
    target: 0.85
    evaluation_window: 30_runs
  - name: terminology_compliance
    metric: fraction of briefings free of internal system terminology
    direction: maximize
    target: 1.0
    evaluation_window: 30_runs
  - name: decision_framing
    metric: fraction of decision requests including option, benefit, and cost
    direction: maximize
    target: 1.0
    evaluation_window: 30_runs

Optional skill cooperation

  • Vibes — reads voice identity, channel rules, and anti-AI pattern references from ocas-vibes before generating briefing text. If Vibes is absent, Vesper generates without voice guidance.
  • Corvus — reads InsightProposal files from Corvus's proposals/ directory (cooperative read; Corvus owns its output)
  • Custodian — reads InsightProposal files from Custodian's proposals/ directory (cooperative read; Custodian owns its output)
  • Dispatch — reads DispatchSummaryReport from /workspace/openclaw/data/ocas-dispatch/reports/YYYY-MM-DD-{period}.json for the Messages section (cooperative read; Dispatch owns its data). Dispatch picks up completed briefings from Vesper's briefings/ directory for delivery.
  • Rally — reads portfolio daily reports at /workspace/openclaw/data/ocas-rally/reports/YYYY-MM-DD-daily.json (cooperative read; Rally owns its data).
  • Calendar/Weather — reads external context for briefing content
  • Elephas — journal entity observations consumed during Chronicle ingestion

Journal outputs

Action Journal — every briefing generation run.

When entities are encountered during a run, include structured entity observations in decision.payload:

  • entities_observed — list of entities encountered (Entity/Person, Concept/Event, Place), each with type, name, and context
  • relationships_observed — connections between entities (e.g., a person attending a meeting, an event at a location)
  • preferences_observed — user preferences inferred from briefing interactions (e.g., sections the user engages with, decisions acted upon)

Each entity observation must include a user_relevance field:

  • user — entity is directly related to the user's world (people from the user's calendar/tasks, the user's deadlines, the user's meeting locations). Most entities from the user's own calendar, task list, and messages are user-relevant.
  • agent_only — entity encountered incidentally from external context (e.g., a public figure mentioned in a news item, a location from a weather feed, entities from aggregated external sources rather than the user's personal data)
  • unknown — relevance is unclear

Initialization

On first invocation of any Vesper command, run vesper.init:

  1. Create /workspace/openclaw/data/ocas-vesper/ and subdirectories (briefings/)
  2. Write default config.json with ConfigBase fields if absent
  3. Create empty JSONL files: briefings.jsonl, signals_evaluated.jsonl, decisions_presented.jsonl, decisions.jsonl
  4. Create /workspace/openclaw/journals/ocas-vesper/
  5. Register cron jobs vesper:morning, vesper:evening, and vesper:update if not already present (check openclaw cron list first)
  6. Log initialization as a DecisionRecord in decisions.jsonl

Background tasks

Job nameMechanismScheduleCommand
vesper:morningcron0 6 * * * (daily 6am)vesper.briefing.morning
vesper:eveningcron0 20 * * * (daily 8pm)vesper.briefing.evening
vesper:updatecron0 0 * * * (midnight daily)vesper.update

Cron options: sessionTarget: isolated, lightContext: true, wakeMode: next-heartbeat.

Default times are 6am and 8pm PT. Override with vesper.config.set morning_hour <H> and vesper.config.set evening_hour <H>.

Registration during vesper.init:

openclaw cron list
# If vesper:morning absent:
openclaw cron add --name vesper:morning --schedule "0 6 * * *" --command "vesper.briefing.morning" --sessionTarget isolated --lightContext true --wakeMode next-heartbeat --timezone America/Los_Angeles
# If vesper:evening absent:
openclaw cron add --name vesper:evening --schedule "0 20 * * *" --command "vesper.briefing.evening" --sessionTarget isolated --lightContext true --wakeMode next-heartbeat --timezone America/Los_Angeles
# If vesper:update absent:
openclaw cron add --name vesper:update --schedule "0 0 * * *" --command "vesper.update" --sessionTarget isolated --lightContext true --timezone America/Los_Angeles

Self-update

vesper.update pulls the latest package from the source: URL in this file's frontmatter. Runs silently — no output unless the version changed or an error occurred.

  1. Read source: from frontmatter → extract {owner}/{repo} from URL
  2. Read local version from skill.json
  3. Fetch remote version: gh api "repos/{owner}/{repo}/contents/skill.json" --jq '.content' | base64 -d | python3 -c "import sys,json;print(json.load(sys.stdin)['version'])"
  4. If remote version equals local version → stop silently
  5. Download and install:
   TMPDIR=$(mktemp -d)
   gh api "repos/{owner}/{repo}/tarball/main" > "$TMPDIR/archive.tar.gz"
   mkdir "$TMPDIR/extracted"
   tar xzf "$TMPDIR/archive.tar.gz" -C "$TMPDIR/extracted" --strip-components=1
   cp -R "$TMPDIR/extracted/"* ./
   rm -rf "$TMPDIR"
  1. On failure → retry once. If second attempt fails, report the error and stop.
  2. Output exactly: I updated Vesper from version {old} to {new}

Visibility

public

Support file map

FileWhen to read
references/schemas.mdBefore creating briefings, sections, or decision requests
references/briefing_templates.mdBefore generating briefing content
references/signal_filtering.mdBefore evaluating signals for inclusion
references/journal.mdBefore vesper.journal; at end of every run

平台分布

OpenClaw

91.24%
按下载量换算2,638

安全审计

VirusTotal

可疑

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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