Real Skill packageSource verifiedClawHub registry

research-pro

系统化研究 skill — 螺旋收敛模型。把任何问题（模糊或清晰）分解成子问题，迭代搜索，越搜越清晰，直到每个子问题都有答案。 Triggers: "帮我研究", "研究一下", "调研", "分析对比", "research", "investigate", "look up" 也触发: 竞品分析、市场调研、技术选型对比、趋势了解 Setup triggers: "安装 research-pro", "配置 research-pro", "research-pro doctor", "setup research-pro", "research-pro 未就绪" **Gates:** 开始外部搜索前必须通过 READY doctor 与 Search Target Confirmation Gate；所有交互式多源/外部研究必须先展示 Search Contract 并收到用户明确确认。唯一例外是一个用户明确提供的 URL/文件、且只要求读取/提取/摘要、不作跨源比较或推断的 `NARROW_SELFCHECK`（见 SKILL Phase 1）。 Does NOT trigger normal multi-source…

Identity and source

Publisher attributionMing Fangregistry owner unverified by skillvetai
Functional categorySearch, Research & Knowledgeautomatically inferred · 64% rule confidence
Package forminstruction with code40 recorded files
Canonical sourceClawHub registryclawhub:mfang0126:research-pro
Open canonical source ↗

Platform declarations

These states come from the source or distribution context. None of the entries below are SkillVetAI compatibility test results.

OpenClawnative officialProvenance: registry distribution

Independent structural checks

These checks parse the fixed package against dated platform rules. They do not execute the Skill or verify task behavior.

Claude Codepasses structure
Checker 0.1.0 · agent-skills-2026-08-13+claude-code-docs-2026-08-13 · 8/30/2026.claude/skills/research-pro

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenAI Codexpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+codex-docs-2026-08-13 · 8/30/2026.agents/skills/research-pro

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

OpenClawpasses structure
Checker 0.1.0 · agent-skills-2026-08-13+openclaw-docs-2026-08-13 · 8/30/2026skills/research-pro

Runtime, accounts, dependencies, permissions, network behavior and task quality remain untested.

Installation and inspection

This command is recorded from the source ecosystem and resolves the registry's latest release. The fixed release shown on this page should be inspected before adoption.

clawhub install @mfang0126/research-pro
clawhub inspect @mfang0126/research-pro --version 3.17.2

Security evidence

SkillVetAI static result: no findings detected

This automated, non-executing scan is bound to this release hash. It is not a safety certification and may contain false positives or false negatives.

Status
completed
Coverage
full text content
Files
38 / 39 inspected as text
Checked
8/30/2026, 4:44:55 PM
Scanner
0.1.3
Policy
1.0.3
7 inferred permission indicators
  • shell execution — automatically inferred
  • network access — automatically inferred
  • filesystem read — automatically inferred
  • filesystem write — automatically inferred
  • credential access — automatically inferred
  • browser control — automatically inferred
  • external write action — automatically inferred
22 dependency and API indicators
  • api: aistudio.google.com
  • api: api.dataforseo.com
  • api: api.tavily.com
  • api: api.x.ai
  • api: app.tavily.com
  • api: arxiv.org
  • api: chat-research.tavily.com
  • api: docs.anthropic.com
  • api: docs.github.com
  • api: docs.tavily.com
  • api: docs.x.ai
  • api: en.wikipedia.org
  • api: example.invalid
  • api: github.com
  • api: mcp.tavily.com
  • api: nvlpubs.nist.gov
  • api: openrouter.ai
  • api: platform.openai.com
  • api: reddit.com
  • api: www.anthropic.com
  • api: www.googleapis.com
  • api: www.reddit.com
External clawhub result: suspicious

This is registry-supplied evidence for the recorded release, not an independent SkillVetAI scan. Check the canonical source for the full report, scanner versions, scope, and current moderation state.

Evidence checked
8/30/2026, 4:51:19 PM
Release binding
Matches this record
  • skillspector: suspicious
  • llm: suspicious

Recorded files

The catalog stores hashes and an inventory summary for change detection. It does not republish the package contents.

Package content hashsha256:99281cdefba3a2f159a49d3abe015cb5fc7bbc2220c61776fd9e07f0e66c8882
Show up to 30 recorded paths
  • env.example
  • evals/test_prompts.json
  • evals/validate_contract_gate.mjs
  • README.md
  • references/evidence-linked-research-baseline-2026-07-27.md
  • references/firecrawl/install.md
  • references/research-evidence-core-v4-draft-spec.md
  • references/research-pro-v3-implementation-gap-audit-2026-07-27.md
  • references/research-quality-checklist.md
  • references/runtimes.md
  • references/security.md
  • references/tavily/crawl.md
  • references/tavily/extract.md
  • references/tavily/integrations.md
  • references/tavily/research.md
  • references/tavily/sdk.md
  • references/tavily/search.md
  • references/xai/xai-tools-links.md
  • scripts/chat.mjs
  • scripts/doctor.mjs
  • scripts/grok_search.mjs
  • scripts/host_native_trace.py
  • scripts/install.sh
  • scripts/lib/cache.mjs
  • scripts/lib/credentials.mjs
  • scripts/lib/envfile.mjs
  • scripts/lib/print-key.mjs
  • scripts/lib/trace.mjs
  • scripts/models.mjs
  • scripts/reddit-cli.js

Source changelog

- 修复：交互式研究过程中，Search Contract 和关键信息必须完整显示于 clarify.question，避免仅显示确认语句导致重要上下文缺失。 - 更新：所有交互式多源/外部研究必须先明确展示 Search Contract 并获得用户确认。