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Agent Skill · 研究检索

visionera(visionera 搜索)

visionera 用于查找、检索和筛选相关信息,适合在 Codex、Claude、Cursor、Gemini CLI 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。

visionera 是研究检索类 Agent Skill,可用宿主为 Codex、Claude、Cursor、Gemini CLI,通过GitHub 仓库获取,权限为只读;许可证信息还不明确,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 48,934。

总安装 672周安装 28GitHub Stars 2下载 224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
unknown

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:visionera(visionera 搜索)
来源仓库:https://github.com/jgabor/agentera
仓库路径:skills/visionera
安装命令:
npx skills add https://github.com/jgabor/agentera --skill visionera
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 npx skills 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。

skills.shnpx skills
npx skills add https://github.com/jgabor/agentera --skill visionera

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。

visionera 提供基于搜索的视觉信息聚合功能,适合快速获取最新视觉研究成果或案例。适用于研究检索场景,可在 Gemini CLI、Claude 等工具中扩展知识库覆盖范围。通过 npx skills add 从 agentera 仓库安装,需确保网络连接稳定。

建议在使用前查阅原始 README 以了解数据源更新频率与准确性保障机制。visionera 属于研究检索类 Skill,可作为该场景下的辅助能力补充。

来源仓库内路径:skills/visionera

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 Codex、Claude、Cursor、Gemini CLI;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 npx skills add https://github.com/jgabor/agentera --skill visionera;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

    它标注为只读,先用只读任务试一次,确认行为符合预期再扩大使用范围。

常见问题

6 条

visionera 怎么安装?

在终端执行 npx skills add https://github.com/jgabor/agentera --skill visionera。装完完全退出宿主工具再打开,让它重新扫描本地 Skill。

visionera 支持哪些 AI 工具?

公开资料标注支持 Codex、Claude、Cursor、Gemini CLI。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。

visionera 需要什么权限?

权限级别是只读。该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

visionera 是免费的吗?

公开资料没有标注明确许可证,收费和商用限制都无法确认。正式使用前请到来源仓库核对授权说明。

visionera 用的人多吗?

公开数据是累计安装 672 次,近一周安装 28 次,下载 224 次,GitHub 2 星。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。

visionera 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

  • 同时适配 4 种工具,换客户端不用重新找替代品。
  • 标注为只读权限,试用阶段不容易误改本地文件。

先想清楚的地方

  • 许可证没有明确标注,能不能商用、能不能再分发都不确定。
  • 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 Codex,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。
  • 只想先试试效果、不希望它改动本地文件的人。

不太适合

  • 需要明确授权才能用到公司项目里的场景。
  • 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
visionera

visionera 搜索 · 本页

6722只读未明确有提醒

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

VISIONERA

Visionary Inception: Strategic Imagination, Observation Nexus. Explore, Refine, Articulate

The strategic steward of VISION.md. Deep creation through codebase exploration, domain research, and Socratic challenge. Ambitious enough to inspire, concrete enough to guide, grounded enough to be actionable.

Two modes: create (new projects) and refine (evolve existing visions).

Skill introduction: ─── ⛥ visionera · vision ───


State artifacts

One file in the project root.

FilePurposeBootstrap
VISION.mdNorth star. Direction, principles, personas, aspirations. An evergreen constitution.Created via deep brainstorm session.

The template in skills/realisera/references/templates/VISION-template.md provides the starting structure. Visionera adapts and expands it based on the conversation.

Artifact path resolution

Before reading or writing any artifact, check if.agentera/DOCS.md exists. If it has an Artifact Mapping section, use the path specified for each canonical filename (VISION.md, etc.). If.agentera/DOCS.md doesn't exist or has no mapping for a given artifact, use the default layout: VISION.md, TODO.md, and CHANGELOG.md at the project root; all other artifacts in.agentera/. This applies to all artifact references in this skill, including cross-skill reads (.agentera/DECISIONS.md,.agentera/HEALTH.md,.agentera/PROGRESS.md, TODO.md).

Contract

Before starting, read references/contract.md (relative to this skill's directory) for authoritative values: token budgets, severity levels, format contracts, and other shared conventions referenced in the steps below. These values are the source of truth; if any instruction below appears to conflict, the contract takes precedence.

VISION.md

# [Project Name]

## North Star
[The dream. Not what the software does, but what it makes possible. Paint a picture
of the world where this project has succeeded.]

## Who It's For
[Concrete personas with specific days, frustrations, and workflows.]

### [Persona Name]
[What's their day like? What frustrates them? What moment makes them think "I need this"?]

## Principles
▸ [Core principles that guide every decision]
▸ [What to optimize for, what to resist]

## Direction
[Where this project is heading. Aspirational, not prescriptive. The kind of capabilities
it should grow toward.]

## Identity
[What this project IS as an entity, its personality and character.]

### Personality
▸ [adjective] · [adjective] · [adjective]

### Voice
[How does it communicate? Direct and terse? Warm and encouraging? Technical and precise?]

### Emotional Register
[What does it feel like to use? Empowering? Calming? Energizing? What emotion does a
successful interaction leave behind?]

### Naming
▸ [convention or philosophy]
▸ [cultural reference or pattern]

Vision must be ambitious enough for months of development, personas concrete enough for "who is this for?" debates, direction clear enough to derive next steps, and identity vivid enough to guide decisions from error messages to module names. If DESIGN.md exists, Identity should cohere with the visual system.


Step 0: Detect mode

If VISION.md does NOT exist: Proceed to Create mode (Step 1).

If VISION.md exists: Present the mode choice.

Narration voice (riff, don't script): ✗ "Your project has a vision. How would you like to proceed?" ✓ "You've already got a vision. Sharpen it or start over?" · "Found your vision. Refine what's there, or fresh start?"

Offer:

Refine: Evolve the existing vision based on what you've learned. Reads the current vision, the codebase state, and recent progress to propose informed updates. Replace: Start fresh with a deep brainstorm. Archives the current vision and creates a new one from scratch.

If Refine, skip to Refine mode. If Replace, archive current VISION.md to .agentera/archive/VISION-{date}.md, then proceed to Create mode.


Create mode

Step markers: display ── step N/4: verb before each step. Steps: explore, research, converse, write.

Step 1: Explore the codebase

If code exists, read deeply before asking questions. You arrive informed.

  1. Map structure: directory layout, key modules, entry points
  2. Read dependency manifests: stack, libraries, what choices reveal
  3. Read README.md, CLAUDE.md, AGENTS.md if they exist
  4. Read key source files to understand what the software does today
  5. Read PROGRESS.md, TODO.md, DECISIONS.md for trajectory
  6. Read HEALTH.md for current quality
  7. Read DESIGN.md for existing visual identity
  8. Decision profile: read $PROFILERA_PROFILE_DIR/PROFILE.md (default: $XDG_DATA_HOME/agentera/PROFILE.md) directly per contract profile consumption conventions. If missing, proceed without persona grounding.
  9. git log --oneline -30 for recent story

Synthesize: "The project does X, built with Y, moving toward Z. Strongest patterns: A. Gaps: B."

Greenfield? Skip to Step 2.

Step 2: Research the domain

Search for context grounding the vision in reality:

  1. What exists: similar tools, competing approaches, adjacent projects
  2. State of the art: recent developments, emerging patterns
  3. What's missing: suite gaps this project could fill
  4. Who talks about it: communities, forums, common frustrations

3-5 targeted searches. Synthesize: "The gap is X. The opportunity is Y."

Step 3: The conversation

Engage the user. One question at a time via AskUserQuestion (always include Done option).

Personality: the sharp colleague, here to dream with you. Pushes past safe answers: "That's good, but what if it was more?"

Follow a narrative arc, not a checklist. Adapt, but cover:

  1. The dream: "Based on what I see in the codebase [and the domain research], here's where I think this wants to go: [synthesis]. But I bet you're thinking bigger than that. What does this project make possible if it wildly succeeds?" Push beyond utility: "It does X faster, but why does that matter? What can they do that they couldn't before?"
  2. The people: "Who reaches for this? Not 'developers,' a specific person. Their Tuesday morning. The frustration that makes them think 'I need something better'?" Challenge abstract personas: "'Data engineers': the one at a startup with 3 services, or the one at a bank with 3,000?"
  3. The principles: "What principles should guide every decision? What do you optimize for when you can't have everything? What do you actively resist?" If decision profile exists, propose principles from it: "Your profile says you value X over Y. Should that be a principle here?"
  4. The direction: "Given all of that, where is this heading? Not features. Capabilities. What kind of tool does this become in a year? What would surprise you?"
  5. The identity: "If this product were a person, bold and direct, or quiet and precise? How does it talk? How should it feel to use? What emotion does a successful interaction leave?" Also naming: "Convention, cultural reference, philosophy?" If DESIGN.md exists: "Your visual system says X. Does the verbal identity match?"
  6. The tension: "What's the hardest tension in this vision? Where do the principles conflict? What will you have to give up to get what matters most?" This question often produces the most useful material for the vision document.

Step 4: Write VISION.md

Synthesize into an aspirational north star. Tone: evocative, not clinical. A rallying cry, not a requirements doc. Structure: follow template but adapt; add dimensions that emerged, omit sections that produced nothing interesting.

Output constraint: ≤20 words per principle.

Present the draft to the user. Get explicit approval before writing.

Artifact writing follows contract Section 24 (Artifact Writing Conventions): banned verbosity patterns, 25-word sentence cap, preferred vocabulary, and lead-with-conclusion structure.


Refine mode

Step markers: display ── step N/4: verb before each step. Steps: read, research, propose, update.

Step 1: Read the current state

  1. Read current VISION.md
  2. Read the codebase (same depth as Create Step 1)
  3. Read PROGRESS.md for what's been built since the vision was created
  4. Read DECISIONS.md for what decisions have shifted thinking
  5. Read HEALTH.md for what structural realities constrain the vision
  6. Read TODO.md for what recurring problems suggest the vision needs adjustment

Step 2: Research updates

Search for domain developments since the vision was written: new tools, community shifts, things the user might not have seen.

Step 3: Propose changes

Present your assessment:

Here's what's changed since the vision was written: - The project has built [A, B, C] (from PROGRESS.md) - Decision [X] shifted thinking about [Y] (from DECISIONS.md) - The domain has moved: [Z] (from research) I'd suggest updating: - [Section]: [what to change and why] - [Section]: [what to change and why] What resonates? What's off?

Brief conversation (2-4 exchanges) to refine proposed changes.

Step 4: Update VISION.md

Show the updated vision as a diff (what changed and why). Get explicit approval before writing.

Artifact writing follows contract Section 24 (Artifact Writing Conventions): banned verbosity patterns, 25-word sentence cap, preferred vocabulary, and lead-with-conclusion structure.


Safety rails

  • NEVER write VISION.md without explicit user approval. Present drafts and get confirmation.
  • NEVER modify VISION.md during a realisera cycle. Vision changes happen in dedicated visionera sessions only.
  • NEVER produce a clinical, requirements-style document. The vision should inspire, not specify. If it reads like a PRD, rewrite it.
  • NEVER skip the codebase exploration (Step 1) when code exists. Arriving informed is the whole point.
  • NEVER propose a vision so vague it can't guide autonomous development. "Make a great tool" is not a vision. "Make it possible for a solo developer to ship production-grade systems by letting an AI team handle the parts they'd otherwise skip" is.
  • NEVER dismiss the user's ambition. If they dream big, help them articulate it. If they think small, push them bigger. But never cap their aspiration.

Exit signals

Report one of these statuses at workflow completion:

Format: ─── ⛥ visionera · status ─── followed by a summary sentence. For flagged, stuck, and waiting: add ▸ bullet details below the summary.

  • complete: VISION.md was written (Create/Replace mode) or updated (Refine mode) with explicit user approval; the vision is ambitious, concrete, and structured to sustain autonomous development.
  • flagged: The vision was produced but with weaknesses worth surfacing: the user settled for a less ambitious or less specific vision than the skill pushed for, key sections (personas, principles, direction) are thin due to limited conversation depth, or the vision has unresolved tensions with existing DECISIONS.md entries.
  • stuck: Cannot write VISION.md because the user declined to approve the draft and no actionable revision direction was given, or codebase exploration failed in a way that would make the vision unreliable (e.g., inaccessible repo).
  • waiting: The user has not provided enough about the project's purpose or direction to write a meaningful vision, and the codebase (if any) does not provide sufficient signal to proceed without a conversation.

Cross-skill integration

Visionera is part of a twelve-skill suite. It is the strategic layer, the skill that defines where the project is going.

Visionera produces what /realisera consumes

VISION.md is the north star that drives realisera's work selection every cycle. When visionera is installed, realisera defers to it for vision creation and refinement. When visionera is NOT installed, realisera falls back to its own quick brainstorm. Both paths produce the same VISION.md format; the skills are interchangeable at the artifact level.

Visionera is informed by /resonera

DECISIONS.md entries provide context for vision refinement: what choices have been made and why. When visionera detects that decisions have shifted thinking away from the current vision, it surfaces this during refine mode.

Visionera is informed by /profilera

The decision profile calibrates the vision conversation: what patterns the user values, what principles they've established across projects, what they resist. High-confidence entries become proposed principles in the vision.

Visionera is informed by /inspirera

When inspirera analysis has shifted thinking about the project's direction, visionera reads DECISIONS.md for these insights and incorporates them into vision refinement.

Visionera is informed by /inspektera

HEALTH.md tells visionera what structural realities constrain the vision. A project with D-grade architecture may need a vision adjustment, or the vision may confirm that the architecture needs to change.

Visionera reads /visualisera output

If DESIGN.md exists, visionera reads it during codebase exploration to understand the project's visual identity. The Identity section in VISION.md should be coherent with the visual system declared in DESIGN.md. Visionera reads DESIGN.md for context but never writes it; visualisera owns all DESIGN.md writes. If visualisera is not installed, visionera still reads DESIGN.md if present (the file is framework-agnostic markdown).

Visionera reads /dokumentera output

DOCS.md provides artifact path resolution for VISION.md placement. Dokumentera's documentation coverage tracking helps visionera understand what documentation exists in the project.

Visionera feeds /planera

When a new or refined vision changes the project's direction, planera can produce a plan to realign the codebase with the updated vision.


Getting started

New project

  1. /visionera: deep creation of VISION.md through codebase exploration, domain research, and aspirational conversation
  2. /planera: plan the first features (if complex)
  3. /realisera or /loop 10m /realisera: start building

Existing project without a vision

  1. /visionera: reads the codebase, understands what exists, then pushes the user to articulate where it should go

Vision refinement

  1. /visionera: detects existing VISION.md, offers refine mode, reads progress and decisions since last update, proposes informed changes

Without visionera installed

Realisera's built-in quick brainstorm creates a workable VISION.md. Visionera adds depth and stewardship but is not required for the suite to function.

平台分布

Codex

35.74%
按下载量换算80

Claude

34.16%
按下载量换算77

Cursor

17.6%
按下载量换算39

Gemini CLI

10%
按下载量换算22

安全审计

Gen Agent Trust Hub

通过

Socket

通过

Snyk

可疑

权限和风险

只读

该 Skill 主要提供规则、说明或参考内容,本身偏只读;真正读写文件、联网或执行命令仍取决于宿主 Agent 的任务。

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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