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Agent Skill · 研究检索

resolve-beagle(解决比格犬)

resolve-beagle 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。

resolve-beagle 是研究检索类 Agent Skill,可用宿主为 OpenClaw,通过ClawHub获取,权限为执行命令;许可证为 MIT-0,第三方扫描已通过,按安装量在研究检索类的 73,675 个 Skill 里排第 32,045。

总安装 2,594周安装 107GitHub Stars 公开资料未说明下载 847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
1.0.1

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:resolve-beagle(解决比格犬)
来源仓库:https://github.com/anderskev/resolve-beagle
安装命令:
openclaw skills install resolve-beagle
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 resolve-beagle

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。

当规范有一个开放问题部分(或悄悄地带有潜在差距)需要在计划或实施之前关闭时,可用作头脑风暴小猎犬的后续行动。

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 resolve-beagle;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

    它需要执行命令,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

resolve-beagle 怎么安装?

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

resolve-beagle 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。

resolve-beagle 需要什么权限?

权限级别是执行命令。安装流程涉及命令执行,可能通过 openclaw skills install resolve-beagle 联网下载 Skill 或依赖。用户安装前应确认命令来源、仓库内容和执行环境。

resolve-beagle 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。

resolve-beagle 用的人多吗?

公开数据是累计安装 2,594 次,近一周安装 107 次,下载 847 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。

resolve-beagle 安全吗?

第三方扫描结果为通过,但这只覆盖已知的静态检查项,不能替代自己读一遍源码和安装命令。

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。
  • 第三方扫描已通过,常见的高风险行为没有命中。

先想清楚的地方

  • 需要执行命令,装到常用环境前要先评估影响面。
  • 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。
  • 需要许可证清楚、并且有第三方扫描结果的团队项目。

不太适合

  • 不能接受 Skill 在你机器上执行命令的人。
  • 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
resolve-beagle

解决比格犬 · 本页

2,594—执行命令MIT-0通过

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
resolve-beagle
description
Use as the follow-up to brainstorm-beagle when a spec has an Open Questions section (or quietly carries latent gaps) that need closing before planning or implementation can begin. Triggers on: \"resolve the open questions\", \"close the gaps in this spec\", \"research the open items\", \"finalize my spec\", \"make this spec implementation-ready\", \"answer the TBDs\". Also triggers whenever the user points at a brainstorm-beagle spec and asks for research, proposals, or answers to unresolved items. Orchestrates parallel research subagents when available (falls back to inline sequential research otherwise), proposes answers one at a time for user approval, then rewrites the spec in place so it arrives at planning with no known gaps. Does NOT write code, design implementation, or create plans — it only produces a complete spec.

Resolve: Close Spec Gaps

Take a spec produced by brainstorm-beagle and close its remaining gaps — both the explicit Open Questions and the latent ones the self-review missed — by researching, proposing answers, and rewriting the spec in place.

The terminal state is a spec with no known open questions and no placeholder requirements. Planning can start immediately after.

<hard_gate> This skill does not write code, scaffold projects, design architecture, or create implementation plans. It only edits the spec document. "Answering an open question" means proposing a WHAT/WHY answer with rationale — never a HOW. If a question turns out to require implementation design, defer it with a note and move on. </hard_gate>

Gates (pass before next step)

Objective pass conditions so steps are not skippable by assertion alone:

  1. Spec located — The target file path is known and Read succeeds (or the user supplied a valid path after you listed 3–5 recent docs/specs/ candidates).
  2. Gap list published — One message lists every explicit Open Question bullet and each latent gap you will treat as in-scope. Do not dispatch research until the user adjusts the list (add/remove/defer) or explicitly tells you to proceed with that list.
  3. Research artifact per gap — Before you present a proposal for gap *G*, you have a structured note for *G*: recommended answer, 1–2 rejected alternatives with reasons, and evidence (file:line, URL, or in-spec citation). No proposal without that artifact.
  4. One proposal queue — Do not open the next gap’s proposal until the current gap has a clear outcome (accepted, revised wording applied, rejected with what happens next, or deferred with reason).
  5. Rewrite reconciled — After editing, you read the full spec once and resolve cross-section contradictions; then run the self-review checklist from ../brainstorm-beagle/references/spec-reviewer.md with failures fixed in-session unless the user opts for a follow-up pass.
  6. Commit — No git commit unless the user answered yes to the commit prompt in § Committing.

Workflow

  1. Locate the spec — explicit path from the user, or the most recent file in docs/specs/
  2. Extract gaps — parse Open Questions *and* audit for latent issues (placeholders, vague requirements, missing rationale, contradictions)
  3. Show the gap list — present everything you plan to close in one summary so the user can add or remove items before research starts
  4. Dispatch research — one task per gap, in parallel via subagents when available; otherwise sequentially inline
  5. Propose answers — one proposal at a time, with recommendation + alternatives + evidence
  6. Rewrite the spec in place — migrate resolved items to the right sections; nothing silently dropped
  7. Self-review — same checklist brainstorm-beagle uses (see ../brainstorm-beagle/references/spec-reviewer.md)
  8. Ask about committing — prompt the user whether to commit the edit; don't commit unprompted
Locate spec → Extract gaps → Show list ──→ User adds/removes
                                          → Dispatch research (parallel if possible)
                                          → Propose answers (one at a time)
                                                → User decision → next
                                          → Rewrite spec in place
                                          → Self-review (fix inline)
                                          → Ask about committing

Locating the spec

If the user gave a path, use it.

Otherwise, list the 3–5 most recently modified files in docs/specs/ and ask: "Work on <most recent>, or another one?" Don't scan the whole directory tree — specs are top-level per brainstorm-beagle's convention.

If no spec directory exists, ask the user for the path.

Extracting gaps

Two categories count as gaps:

Explicit gaps — every bullet under the spec's Open Questions heading is one research task.

Latent gaps — issues that slipped past the brainstorm's self-review. Scan the spec for:

ProblemWhat it looks like
PlaceholderTBD, TODO, "to be determined", ellipsis used as content
Vague requirement"fast", "simple", "good", "user-friendly", "intuitive" — nothing to verify against
Missing rationaleConstraint or Out-of-Scope item with no "why"
ContradictionRequirement conflicts with another requirement, with a constraint, or with Out of Scope
Untestable successNo observable way to verify the requirement was met
Implementation leakageA requirement prescribes HOW instead of describing WHAT

The reason to treat latent gaps as first-class: a spec that says "fast" or "good UX" hasn't been answered just because nothing was explicitly flagged. Planning will trip over those same words. Close them here.

Before dispatching research, show the combined list to the user in one message — "here's what I'm planning to close" — and let them add, remove, or defer items. Don't ask permission one-by-one; that's the proposal step.

Dispatching research

Each gap gets exactly one research task. Classify each task first — the type determines which tools the research needs:

Task typeLooks likeTools
Codebase pattern"How does the existing --start-at pattern work?" "Where is SKILL_MAP defined?"Grep, Glob, Read
External / API"What does the Claude SDK expose for sub-agent spawning?" "Does Codex have hooks?"WebSearch, WebFetch, Context7 (if available)
Design tradeoff"What should the merged report format be?" "How should deduplication work?"Reasoning + analogous reference points already in the spec
Scope / policy"Should config/docs files route to a stack or fallback?"Reasoning tied to the spec's own Core Value and Constraints

With subagents (preferred)

When the Task tool (or equivalent subagent tool) is available, dispatch each research task as an independent subagent — all in the same turn, so they run in parallel. Each subagent gets its own context window, which matters: gaps often come with large supporting context (the spec, the codebase) that you don't want crammed into a single conversation.

See references/subagent-prompts.md for the prompt templates (one per task type).

The research return must be structured: recommended answer, 1–2 alternatives with why rejected, and concrete evidence (file:line citations, URLs, or references to existing spec sections). Cap each return at ~300 words — you want decisions, not transcripts.

Without subagents

If no subagent tool is available, do the research yourself, one question at a time. Work in cheapest-first order: codebase questions, then external, then tradeoffs, then scope/policy. Produce the same structured proposal for each. This is slower but never leaves gaps unresolved.

Proposing answers

Present proposals one at a time. For each:

  • The gap — restated in one line
  • Recommended answer — your best call, with WHY
  • Alternatives — 1–2 credible options and why they were rejected
  • Evidence — file:line citations, URLs, or references to decisions already in the spec

The user can accept, revise, or reject. Follow the thread if they want to discuss; move on once decided.

Order matters. Resolve in this rough sequence:

  1. Codebase-reality gaps first (they may inform design tradeoffs)
  2. Policy/scope gaps second (they shape everything downstream)
  3. Format/presentation gaps last (they depend on the above)

When a gap can't be resolved without input only the user has (budgets, stakeholder preferences, unstated constraints), don't guess — ask directly. It's cheaper than proposing the wrong answer and unwinding it.

Rewriting the spec

As decisions land, migrate them to where they belong:

Gap typeDestination after resolution
Architectural or policy decisionNew entry under Key Decisions (with alternatives considered)
Concrete behaviorNew entry under Requirements (assigned must/should/out-of-scope)
Hard limitNew entry under Constraints (with rationale)
External reference discovered during researchNew entry under Reference Points
Vague requirement replacedRewrite the existing requirement inline; do not duplicate
Intentionally deferredStays in Open Questions with a deferred: <reason> suffix

Two rules that matter:

  • Never silently drop an Open Question. Either resolve it, migrate it with rationale, or explicitly defer it with a reason. Dropping a question without a trail is how specs regress between sessions.
  • Rewrite the whole spec, not just the touched sections. Changes ripple: a new Key Decision may contradict an old Requirement, a resolved Open Question may invalidate a Constraint. Read the spec end-to-end after edits and reconcile.

Self-review

Run the checks from ../brainstorm-beagle/references/spec-reviewer.md:

  • No placeholders
  • No contradictions
  • No implementation leakage
  • All requirements testable
  • Constraints and Out-of-Scope items have rationale

Fix anything that surfaces inline before handing back to the user. If new gaps appear during the rewrite (they sometimes do), add them to a "new gaps surfaced" list and ask the user whether to resolve them now or leave for a later pass.

Committing

After the rewrite, summarize and ask:

"Spec updated. Resolved N explicit questions and M latent gaps. Want me to commit this as docs: resolve open questions in <topic> spec?"

If yes, commit. If no, leave the working tree for the user. Do not commit unprompted — the user may want to review the diff first or bundle it with other changes.

Key Principles

  • Close the loop. The goal is a spec with nothing unanswered that blocks planning. Half-resolved is worse than clearly deferred.
  • One research task per gap. Don't blur tasks together — it makes the proposal step harder to review and weakens the evidence trail.
  • Evidence over opinion. Every proposal cites something — a file, a URL, or an existing spec decision. "I think" is not enough.
  • Still WHAT, not HOW. Answers land as decisions in the spec, not as implementation designs. If an answer requires implementation thinking, defer it.
  • Defer honestly. A question too expensive to answer now stays an Open Question with a one-line reason. Better to admit a known gap than paper over it.
  • Parallelize when you can. Subagents run in isolation — fan out aggressively. Sequential research is the fallback, not the default.
  • Don't interrupt unnecessarily. Show the gap list once, then only stop the user for decisions that need human judgment.

平台分布

OpenClaw

88.94%
按下载量换算753

安全审计

VirusTotal

通过

ClawScan

通过

Static analysis

通过

权限和风险

执行命令

安装流程涉及命令执行,可能通过 openclaw skills install resolve-beagle 联网下载 Skill 或依赖。用户安装前应确认命令来源、仓库内容和执行环境。

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。目前只有一个公开来源,建议同时核对源仓库。

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