DBSkill 商业诊断工具箱

STRONG · 76

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。

Downloads0

Stars7.4K

Version2.0.0

Quality100/100 · Excellent

Trust76/100 · Review then install

Audit92/100 · Safe to try

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

fresh

3d since push

Risk

Safe to try

Documentation summary is thin

GitHub quality

7.4K

100/100 quality · 84/100 trust

Coverage tags

ResearchRAG and knowledgechinesebusinessdiagnosis

Review notes

Documentation summary is thin · README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context

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

Review then install

Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.

Audit

Safe to try

Install readiness, security metadata, maintenance, and adoption risk.

Trust Score v5

Human review before install

Use as the primary candidate after human or sandbox review.

claudeclaude-codeCodexClaude CodeCursor

Stars

7.4K GitHub stars

Repo activity

7.4K stars, 909 forks

Maintenance

3d 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

Documentation summary is thin
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 is declared
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: 76/100
Audit: 92/100
Risk level: Safe to try

Outcome loop

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

Install command

npx skills add dontbesilent2025/dbskill

Public audit Eval report Resolve API Install 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
Documentation summary is thin
README/SKILL.md completeness: Public metadata needs stronger README/SKILL.md context

Alternative

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Alternative

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12.0K stars

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Agent safety v2

80/100 · Review before install

Reviewedreview

Good audit and safety signals with no high-risk permission hints in public metadata.

Review the audit page, then allow agent install in a sandboxed workflow.

Resolve via API

medium

Network access

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

Documentation summary is thin

Install targets

Install this skill in your agent workflow

Copy the registry command or an agent-specific install prompt for Codex, Claude Code, and Cursor.

skill install

OpenAgentSkill CLI

Use the registry command when your workflow supports the OpenAgentSkill installer.

$ npx skills add dontbesilent2025/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

Resolve 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 knowledge Coding agents Content automation

Platforms

claude, claude-code, Claude Code

Audit report

Safe to try · 92/100

Review install readiness, maintenance, trust, quality, and metadata warnings before adding this skill to an agent workflow.

View audit report View 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

7,384 GitHub stars
recent repository activity
install command or GitHub repo available
100/100 quality profile
146 OpenAgentSkill engagement events

Review first

No major risk signals from current metadata

Implementation path

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

Trust profile

Review then install

Good shortlist signal, but the agent should review audit notes, install policy, and outcome evidence before running it.

Trust score

GitHub adoption

PASS

7.4K GitHub stars

Stars/forks activity

PASS

7.4K stars, 909 forks; issue activity unavailable in current metadata

Recent maintenance

PASS

3d since push

License clarity

PASS

CC-BY-NC-4.0

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

Documentation summary is thin
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

Use as the primary candidate after human or sandbox review.

Quality profile

Excellent candidate for agent workflows

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

100

GitHub stars

7.4K

Freshness

3d 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.

Stack fit

Add it to a complete workflow

Ingest, retrieve, and cite

RAG knowledge base

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

Alternative shortlist

Compare before you install

Similar skills in this category, ranked with the same readiness and quality signals.

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Overview

Platform Compatibility

claudeFULL

claude-codeFULL

Technical Details

Version: 2.0.0
License: CC-BY-NC-4.0
Last Updated: 7/7/2026
Published: 3/22/2026

Frameworks & Tools

claudeclaude-code

AI Quality Review

Quality Score88/100

Decision snapshot

Primary pick

100

Ready

Adopt

Stage

7,384 GitHub stars

Audit snapshot

Install review

Install and adoption review

Safe to try

Security: 86/100
Maintenance: 100/100
Install: 92/100

Open full audit Open eval report

Agent-proven evidence

Agent Proven evidence

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

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 ranking Outcome contract

Install

Add to agent workflow

Free and open source. Review the audit before production use.

Compare Alternatives Auto-resolve Plan View on GitHub Documentation

Growth loop

Share kit

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

Curator note

Most coding agents don't fail from lack of model power. They fail when repo context disappears.

DBSkill 商业诊断工具箱 gives coding agents a repeatable way to plan, patch, review, or ship.

7.4K stars

https://www.openagentskill.com/skills/dbskill?ref=x
#AIAgents

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.

Creator: dontbesilent
Source: dontbesilent2025/dbskill
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.

README badge

Add this badge to your GitHub README to show the listing, trust score, and install handoff.

[![OpenAgentSkill](https://www.openagentskill.com/api/badge/dbskill)](https://www.openagentskill.com/skills/dbskill)

Preview badge Audit badge

Author

dontbesilent

@dontbesilent

Platform Fit

Claude Code

Health Signals

GitHub stars: 7.4K
Quality score: 60/100
Last GitHub push: Jul 4, 2026
Framework hints: 2
OpenAgentSkill views: 128
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

Review then install

GitHub adoption7.4K GitHub starsPASS
Stars/forks activity7.4K stars, 909 forks; issue activity unavailable in current metadataPASS
Recent maintenance3d since pushPASS
License clarityCC-BY-NC-4.0PASS
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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Research and knowledge work

Trust, audit, and install readiness at a glance

Human review before install

Review before production

Install path available

Machine-readable decision data for this skill.

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Network access

Install this skill in your agent workflow

OpenAgentSkill CLI

Let an agent verify fit before installing.

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

Agent-readable profile for automatic skill selection.

Safe to try · 92/100

Primary pick for RAG and knowledge

Review then install

Excellent candidate for agent workflows

Use this skill in these scenarios

RAG and knowledge

Coding agents

Content automation

Add it to a complete workflow

RAG knowledge base

Coding review agent

Content growth agent

Compare before you install

同事.Skill — 赛博永生

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Overview

Platform Compatibility

Technical Details

AI Quality Review

Primary pick

Install review

Agent Proven evidence

Add to agent workflow

Share kit

Registry indexed

Claim this skill listing

README badge

Author

Tags

Platform Fit

Health Signals

Community Signal

Trust & Safety

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