Star200+

DBSkill 商业诊断工具箱

REVIEW · 73
Registry indexed

从 12,307 条推文中提炼的商业诊断方法论，做成 Claude Code skill。包含商业模式诊断、对标分析、内容创作诊断、执行力诊断、概念拆解 5 个工具。附带 4,176 个结构化知识原子，可用于 RAG 知识库。

Verified installs0
Stars8.4K
Version2.0.0
Quality100/100 · Excellent
Trust73/100 · Sandbox only
Audit89/100 · Needs review

Supply asset profile

Research and knowledge work

Deep research, source comparison, literature review, RAG, knowledge search, and reports.

Browse track

Scenario

RAG and knowledge

I need my agent to build a RAG workflow over documents and retrieve reliable context.

Agent fit

Claude Code + CLI + Codex

Codex, Claude Code, Cursor, CLI, or custom agents.

Install

Ready

npx skills add dontbesilent2025/dbskill

Maintenance

active

1mo since push

Risk

Needs review

License restricts commercial reuse

GitHub quality

8.4K

100/100 Quality · 81/100 Trust

Coverage tags

ResearchRAG and knowledgechinesebusinessdiagnosis

Review notes

License restricts commercial reuse · Documentation summary is thin

Agent adoption scorecard

Trust, audit, and install readiness at a glance

These scores combine public repository metadata, OpenAgentSkill review signals, maintenance freshness, and install readiness. They are a shortlist signal, not a replacement for human review.

Quality

Excellent
100

High-confidence pick with strong adoption and healthy maintenance signals.

Trust

Sandbox only
73

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

Audit

Needs review
89

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

OpenAgentSkill Trust Score v5

Human review before install

Run only in a sandbox and compare close alternatives before using it for real work.

claudeclaude-codeCodexClaude CodeCursor

Stars

8.4K GitHub stars

Repo activity

8.4K stars, 987 forks

Maintenance

1mo since push

License

CC-BY-NC-4.0

Install

npx skills add dontbesilent2025/dbskill

Install safety

standard package or runtime install path

Permission surface

no high-risk permission surface in public metadata

Agent outcomes

No agent outcome data yet

Docs

Thin public metadata

Risk summary

Review before production

  • License restricts commercial reuse
  • Documentation summary is thin
  • License clarity: CC-BY-NC-4.0 - confirm commercial-use terms
  • README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context

Install readiness

Install path available

  • Install path is available
  • Repository evidence is available
  • License has commercial-use restrictions
  • No Agent Proven outcome evidence yet

Agent-readable metadata

Machine-readable decision data for this skill.

Use this block or the embedded JSON to decide whether an agent should install this skill, choose an alternative, or ask for human review first.

Open JSON

Suited tasks

  • RAG and knowledge workflows
  • Claude Code teams
  • teams that value GitHub adoption signals
  • Chunk documents

Suited agents

claudeclaude-codeCodexClaude CodeCursorOpenAgentSkill CLICLI

Install decision

Command
npx skills add dontbesilent2025/dbskill
Policy
review
Human review
yes

Trust and risk

Trust
73/100
Audit
89/100
Risk level
Needs review

Outcome loop

Endpoint
/api/agent/outcome
Event ID
resolve
Outcomes
5

Install command

npx skills add dontbesilent2025/dbskill
Public auditEval reportResolve APIInstall handoff

Do not use when

  • teams that need a vendor-supported SLA
  • high-compliance environments without internal security review
  • No major risk signals from current metadata
  • License restricts commercial reuse
  • Documentation summary is thin

Alternative

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Agent safety v2

77/100 · Review before install

Reviewed with permission notesreview

Usable candidate, but the agent should surface permission and audit notes before installation.

Require human approval before installing into a real workspace.

Resolve via API

medium

Network access

Skill likely fetches remote pages, APIs, repositories, or external services.

  • License restricts commercial reuse

Install targets

Install this skill in your agent workflow

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

skill install

OpenAgentSkill CLI

Resolve policy, run the source installer safely, and report a verified install receipt.

$ npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.2.1/openagentskill-0.2.1.tgz install dbskill

Agent resolve plan

Let an agent verify fit before installing.

The Resolve API returns the selected skill, alternatives, safety policy, audit notes, install target, and copy-paste prompt an agent can follow without scraping this page.

Open text plan

Open JSON

/api/agent/resolve?task=Use%20DBSkill%20%E5%95%86%E4%B8%9A%E8%AF%8A%E6%96%AD%E5%B7%A5%E5%85%B7%E7%AE%B1%20for%20an%20agent%20workflow&agent=codex&max_risk=medium

Resolve text

/api/agent/resolve?task=Use%20DBSkill%20%E5%95%86%E4%B8%9A%E8%AF%8A%E6%96%AD%E5%B7%A5%E5%85%B7%E7%AE%B1%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text

Install handoff

/api/skills/dbskill/install

Agent should check

  • Task fit and alternatives from Resolve API.
  • Audit score, trust score, and safety policy warnings.
  • Install target compatibility for Codex, Claude Code, Cursor, or CLI.

Copy prompt

Task: Use DBSkill 商业诊断工具箱 in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20DBSkill%20%E5%95%86%E4%B8%9A%E8%AF%8A%E6%96%AD%E5%B7%A5%E5%85%B7%E7%AE%B1%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/dbskill/install
Install command: npx skills add dontbesilent2025/dbskill
Before running it, summarize audit warnings, required permissions, and the fallback skill if install is risky.

Agent handoff

Give an agent the install path, not another directory page.

Use the public install endpoint to fetch the command, safety checklist, target prompts, and canonical links for this skill.

Open install API

Install handoff

/api/skills/dbskill/install

LLM text format

/api/skills/dbskill/install?format=text

Find alternatives

/api/skills/search?q=DBSkill%20%E5%95%86%E4%B8%9A%E8%AF%8A%E6%96%AD%E5%B7%A5%E5%85%B7%E7%AE%B1&limit=3

Agent prompt

Use DBSkill 商业诊断工具箱 for this task. Review https://www.openagentskill.com/api/skills/dbskill/install, then install with: npx skills add dontbesilent2025/dbskill

Registry metadata

Agent-readable profile for automatic skill selection.

This page exposes the same decision, trust, audit, use-case, and install signals through the Registry API, so agents can rank this skill without scraping the UI.

Open manifest

Manifest

/api/registry/manifest/dbskill

LLM text

/api/registry/manifest/dbskill?format=text

Install alias

/api/registry/install/dbskill

Recommend

/api/registry/recommend?task=Use%20DBSkill%20%E5%95%86%E4%B8%9A%E8%AF%8A%E6%96%AD%E5%B7%A5%E5%85%B7%E7%AE%B1%20in%20an%20agent%20workflow&limit=3

Agent fit

100/100

RAG and knowledge

Use-case tags

RAG and knowledgeCoding agentsContent automation

Platforms

claude, claude-code, Claude Code

Audit report

Needs review · 89/100

A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.

View audit reportView eval report

Agent decision cockpit

Primary pick for RAG and knowledge

Use this as a leading candidate, then validate the README and install path in your own agent stack.

100
Readiness
Adopt
Stage

Role in stack

Primary pick

Primary fit

RAG and knowledge

Trust label

Production-ready

Install path

Command ready

Use when

  • RAG and knowledge workflows
  • Claude Code teams
  • teams that value GitHub adoption signals

Evidence

  • 8,415 GitHub stars
  • recent repository activity
  • install command or GitHub repo available
  • 100/100 quality profile
  • 266 OpenAgentSkill engagement events

review first

  • No major risk signals from current metadata

Implementation path

  1. 1Install it in a sandbox agent and run one RAG and knowledge task end to end.
  2. 2Compare output quality, latency, and failure behavior against at least one alternative.
  3. 3Promote it into production only after reviewing repository permissions, license, and maintenance signals.

Trust profile

Sandbox only

Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.

73
OpenAgentSkill Trust Score

GitHub adoption

PASS

8.4K GitHub stars

Stars/forks activity

PASS

8.4K stars, 987 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

1mo since push

License clarity

CHECK

CC-BY-NC-4.0 - confirm commercial-use terms

Good signals

  • AI review approved
  • Install path is available
  • Repository evidence is available
  • Recently maintained repository
  • Large GitHub adoption signal
  • Install command has no obvious high-risk pattern
  • OpenAgentSkill usage activity detected
  • Outcome loop is ready but needs first real agent run

Review before install

  • License restricts commercial reuse
  • Documentation summary is thin
  • License clarity: CC-BY-NC-4.0 - confirm commercial-use terms
  • README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context
  • No real agent outcome reports yet
  • Human review required before unattended installation

Recommended action

Run only in a sandbox and compare close alternatives before using it for real work.

Quality profile

Excellent candidate for agent workflows

High-confidence pick with strong adoption and healthy maintenance signals.

100
GitHub stars
8.4K
Freshness
1mo ago
Install ready
Yes
License
CC-BY-NC-4.0

Workflow fit

Use this skill in these scenarios

Search private knowledge

RAG and knowledge

I need my agent to build a RAG workflow over documents and retrieve reliable context.

Build and ship code

Coding agents

I need a coding agent that can understand a repository, edit code, and review pull requests.

Publish consistently

Content automation

I need my agent to turn research and product updates into useful content drafts.

Workflow fit

Add it to a complete workflow

Ingest, retrieve, and cite

RAG knowledge base

A workflow for document-heavy agents that ingest files, create searchable knowledge, retrieve relevant context, and answer with grounded sources.

Inspect, patch, and verify code

Coding review agent

A workflow for software agents that inspect repositories, review pull requests, generate tests, and turn findings into shippable patches.

Turn skills into distribution

Content growth agent

A workflow for turning newly indexed skills into SEO briefs, social drafts, comparison pages, and reusable publishing workflows.

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Overview

从 12,307 条推文中提炼的商业诊断方法论，做成 Claude Code skill。包含商业模式诊断、对标分析、内容创作诊断、执行力诊断、概念拆解 5 个工具。附带 4,176 个结构化知识原子，可用于 RAG 知识库。

Platform compatibility

claudeFULL
claude-codeFULL

Technical details

Version
2.0.0
License
CC-BY-NC-4.0
Last updated
Aug 18, 2026
Published
Mar 22, 2026

Frameworks & tools

claudeclaude-code

AI quality review

Quality score88/100

Decision snapshot

Primary pick

100
Ready
Adopt
Stage

8,415 GitHub stars

Audit

Install review

Install and adoption review

89
Needs review
Security
82/100
Maintenance
88/100
Install
92/100
Open full auditView eval report

Agent-proven evidence

Agent-proven evidence

Outcome reports after resolve, review, install, and one narrow run.

0
Proven
Needs first agent runAuto-install: review firstLast: Unknown
Success rate
—
Recent failure
—
Outcomes
0
Output quality
—
Failed
0
Not relevant
0
Installs
0
Risk blocked
0
Setup needed
0
Production
0

No agent outcome data yet. The first agent run can report success, setup needs, risk blocks, failure, or not-relevant through /api/agent/outcome.

Agent-Proven rankingOutcome contract

Install

Add to agent workflow

Free and open source. Review the report before installing into production agents.

Compare AlternativesAuto-resolve PlanView on GitHubDocumentation

Growth loop

Share kit

X

Scenario-led draft for DBSkill 商业诊断工具箱, ready for a manual X post.

Curator note
DBSkill 商业诊断工具箱: 从 12,307 条推文中提炼的商业诊断方法论，做成 Claude Code skill。包含商业模式诊断、对标分析、内容创作诊断、执行力诊断、概念拆解 5 个工具。附带 4,176 个...

8.4K stars

https://www.openagentskill.com/skills/dbskill?ref=x
Open X draft
Optional reply with install command
Listing + install path for DBSkill 商业诊断工具箱:
https://www.openagentskill.com/skills/dbskill?ref=x

Install: npx skills add dontbesilent2025/dbskill
Open reply draft

Listing source

Registry indexed

Claimable

This listing was indexed from public sources and is not marked official until a maintainer claim is approved.

Indexed by
OpenAgentSkill community index

Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals.

Claim this skill

Owner claim

Claim this skill listing

This Registry indexed listing is attributed to dontbesilent but is not marked official yet. Claim it to add a verified owner signal and make future launch, install, and audit updates easier to trust.

Creator backlink kit

Add the evidence badges to your README

Show the canonical listing, current trust and audit signals, and real Agent-Proven evidence where developers evaluate the repository.

[![Listed on OpenAgentSkill](https://www.openagentskill.com/api/badge/dbskill?metric=listed&label=Listed)](https://www.openagentskill.com/skills/dbskill)
[![OpenAgentSkill Trust](https://www.openagentskill.com/api/badge/dbskill?metric=trust&label=Trust)](https://www.openagentskill.com/skills/dbskill)
[![OpenAgentSkill Audit](https://www.openagentskill.com/api/badge/dbskill?metric=audit&label=Audit)](https://www.openagentskill.com/skills/dbskill/audit)
[![Agent Proven](https://www.openagentskill.com/api/badge/dbskill?metric=proven&label=Agent%20Proven)](https://www.openagentskill.com/skills/dbskill)
Preview badge Open audit Creator kit

Author

D

dontbesilent

@dontbesilent

Tags

businessdiagnosismethodologyconsultingknowledge-baseragchinesestrategycontent-creationpsychology

Platform fit

Claude Code

Health signals

GitHub stars
8.4K
Quality score
57/100
Last GitHub push
Jul 18, 2026
Framework hints
2
OpenAgentSkill views
242
Install copies
0
Outbound clicks
8

Community signal

Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.

Trust & safety

Sandbox only

73
  • GitHub adoption8.4K GitHub starsPASS
  • Stars/forks activity8.4K stars, 987 forks; issue activity unavailable in current metadataPASS
  • Recent maintenance1mo since pushPASS
  • License clarityCC-BY-NC-4.0 - confirm commercial-use termsCHECK
  • README/SKILL.md completenessPublic metadata needs stronger README/SKILL.md contextCHECK
  • Dependency/runtime riskno major dependency risk hints in public metadataPASS

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