Cadence Skills
claude code skills for coding workflow
Supply asset profile
Coding and developer agents
Code review, repo analysis, testing, CI, GitHub, DevOps, and developer workflow skills.
Scenario
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Agent fit
Claude Code + CLI + Codex
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add michaelChe956/Cadence-skills
Maintenance
fresh
1d since push
Risk
Needs review
Dependency or permission surface needs review
GitHub quality
11
67/100 Quality · 71/100 Trust
Coverage tags
Review notes
Dependency or permission surface needs review · Permission surface may require sandboxing
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
PromisingUseful candidate, but compare it with alternatives before adopting.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Needs reviewA 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.
Stars
11 GitHub stars
Repo activity
11 stars, 3 forks
Maintenance
1d since push
License
MIT
Install
npx skills add michaelChe956/Cadence-skills
Install safety
standard package or runtime install path
Permission surface
secrets or environment access, shell or command execution
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Review before production
- Low GitHub adoption signal
- Quality score needs review
- Permission surface needs review: secrets or environment access, shell or command execution
- GitHub adoption: 11 GitHub stars
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.
Suited tasks
- Coding agents workflows
- Claude Code teams
- builders willing to evaluate younger projects
- Inspect source files
Suited agents
Install decision
- Command
- npx skills add michaelChe956/Cadence-skills
- Policy
- block
- Human review
- yes
Trust and risk
- Trust
- 63/100
- Audit
- 77/100
- Risk level
- Needs review
Outcome loop
- Endpoint
- /api/agent/outcome
- Event ID
- resolve
- Outcomes
- 5
Install command
npx skills add michaelChe956/Cadence-skillsDo not use when
- teams that need a vendor-supported SLA
- production agents without a repository review
- Low GitHub adoption signal
- No OpenAgentSkill engagement data yet
- High-risk permission hints: Shell or command execution, Secrets or environment access
Alternative
Grill With Docs
164.7K Stars
npx skills add mattpocock/skills --skill grill-with-docs
Alternative
Code Review
168.6K Stars
npx skills add mattpocock/skills --skill code-review
Alternative
To Spec
164.7K Stars
npx skills add mattpocock/skills --skill to-spec
Alternative
To Tickets
176.7K Stars
npx skills add mattpocock/skills --skill to-tickets
Agent safety v2
41/100 · Avoid automatic install
This skill should not be selected by an agent without explicit human security review.
Do not auto-install. Inspect the source, dependencies, and permission surface first.
high
Shell or command execution
Skill metadata references terminal, CLI, shell, subprocess, or command execution workflows.
medium
Network access
Skill likely fetches remote pages, APIs, repositories, or external services.
high
Secrets or environment access
Skill metadata references credentials, tokens, environment variables, or secret-bearing workflows.
- High-risk permission hints: Shell or command execution, Secrets or environment access
- Dependency or permission surface needs review
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.
OpenAgentSkill CLI
Use the registry command when your workflow supports the OpenAgentSkill installer.
$ npx skills add michaelChe956/Cadence-skillsAgent 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 JSON
/api/agent/resolve?task=Use%20Cadence%20Skills%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20Cadence%20Skills%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/michaelche956-cadence-skills/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 Cadence Skills in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20Cadence%20Skills%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/michaelche956-cadence-skills/install
Install command: npx skills add michaelChe956/Cadence-skills
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.
Install handoff
/api/skills/michaelche956-cadence-skills/install
LLM text format
/api/skills/michaelche956-cadence-skills/install?format=text
Find alternatives
/api/skills/search?q=Cadence%20Skills&limit=3
Agent prompt
Use Cadence Skills for this task. Review https://www.openagentskill.com/api/skills/michaelche956-cadence-skills/install, then install with: npx skills add michaelChe956/Cadence-skillsRegistry 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.
Manifest
/api/registry/manifest/michaelche956-cadence-skills
LLM text
/api/registry/manifest/michaelche956-cadence-skills?format=text
Install alias
/api/registry/install/michaelche956-cadence-skills
Recommend
/api/registry/recommend?task=Use%20Cadence%20Skills%20in%20an%20agent%20workflow&limit=3
Agent fit
Coding agents
Use-case tags
Platforms
Python, Claude Code
Audit report
Needs review · 77/100
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Fallback candidate for Coding agents
Prototype with this skill first; keep a fallback candidate ready.
Role in stack
Fallback candidate
Primary fit
Coding agents
Trust label
Prototype first
Install path
Command ready
Use when
- Coding agents workflows
- Claude Code teams
- builders willing to evaluate younger projects
Evidence
- recent repository activity
- install command or GitHub repo available
- 67/100 quality profile
review first
- Low GitHub adoption signal
- No OpenAgentSkill engagement data yet
Implementation path
- 1Install it in a sandbox agent and run one Coding agents 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
Sandbox only
Useful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
GitHub adoption
FIX11 GitHub stars
Stars/forks activity
FIX11 stars, 3 forks; issue activity unavailable in current metadata
Recent maintenance
PASS1d since push
License clarity
PASSMIT
Good signals
- AI review approved
- Install path is available
- Repository evidence is available
- Recently maintained repository
- Install command has no obvious high-risk pattern
- Outcome loop is ready but needs first real agent run
Review before install
- Low GitHub adoption signal
- Quality score needs review
- Permission surface needs review: secrets or environment access, shell or command execution
- GitHub adoption: 11 GitHub stars
- Stars/forks activity: 11 stars, 3 forks; issue activity unavailable in current metadata
- Dependency/runtime risk: command execution surface, credential or environment access
- Permission surface: secrets or environment access, shell or command execution
- 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
Promising candidate for agent workflows
Useful candidate, but compare it with alternatives before adopting.
Workflow fit
Use this skill in these scenarios
Build and ship code
Coding agents
I need a coding agent that can understand a repository, edit code, and review pull requests.
Create assets
Design and creative
I need my agent to produce design assets, UI directions, presentations, or creative media workflows.
Automate repeated work
Workflow automation
I need my agent to automate a repeated workflow across tools and files.
Workflow fit
Add it to a complete workflow
Design, build, test, and ship interfaces
Frontend and UI
A practical workflow for agents that turn product briefs or Figma designs into polished frontend code, review the result, test it in a browser, and prepare a safe deployment.
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.
Alternative shortlist
Compare before you install
Similar skills that may fit this task.
Grill With Docs
A relentless interview that pressure-tests a plan against the codebase, sharpens domain language, and updates CONTEXT.md and ADRs when decisions become durable.
Code Review
Review a branch or diff against repository standards and the originating spec in two independent analysis passes.
To Spec
Turn the current conversation and codebase context into a structured implementation spec, then publish it to the configured project issue tracker.
To Tickets
Break a plan, spec, or conversation into independently actionable tracer-bullet tickets with explicit blocking relationships.
Overview
# Cadence
Cadence 是一个基于 Claude Code Skills 的多 Agent 协作系统,为 AI 编码助手提供完整的软件开发工作流程。
## 如何工作
Cadence 从你启动编码助手的那一刻开始工作。当它发现你正在构建某样东西时,它不会直接跳进去写代码,而是退后一步,问你真正想做什么。
一旦通过对话明确了需求,它会分块展示设计,让你能够真正阅读和理解。
在你批准设计后,你的助手会制定一个清晰的实现计划,强调真正的红/绿 TDD、YAGNI(你不会需要它)和 DRY。
接下来,一旦你说"开始",它会启动一个多 Agent 协作流程,让 Agents 通过每个工程任务,检查和审查他们的工作,继续前进。Claude 通常能够自主工作几个小时,而不会偏离你制定的计划。
还有更多功能,但这是系统的核心。而且因为 Skills 会自动触发,你不需要做任何特别的事情。你的编码助手就拥有了节奏(Cadence)。
## 写在安装之前
**模型使用说明**:本项目默认会使用 MiniMax 做测试,尽可能保证 MiniMax-M2.5-highspeed 模型可以基本使用。
**推荐优先级**:Claude Opus > GLM-5(速度较慢)> MiniMax-M2.5-highspeed
### 模型推荐
#### 国内模型(推荐)
**1. GLM-5(智谱 AI)** - ✨ **开源 SOTA 表现**:Coding 和 Agent 能力达到开源模型顶尖水平 - 🚀 **逼近 Opus 性能**:真实编程场景使用体感逼近 Claude Opus 4.5 - 🎯 **擅长复杂工程**:专为复杂系统工程与长程 Agent 任务设计 - 💰 **高性价比**:744B MoE 架构,每次推理仅激活约 10B 参数,成本更低 - 🇨🇳 **国产芯片适配**:对国产芯片适配良好,摆脱海外算力依赖
**2. MiniMax M2.5** - ⚡ **极速推理**:100 TPS 输出速度,是主流模型的 2 倍 - 💎 **顶尖编程能力**:核心编码能力与海外顶尖闭源模型持平 - 💸 **超高性价比**:价格仅为主流旗舰模型的十分之一,支持本地部署 - 🔧 **Agent 原生设计**:专为 Agent 场景和工程效率优化 - 🌍 **多语言优势**:在多语言编码、推理速度、使用成本上具备显著优势
#### 海外模型(可选)
**1. Claude Opus 4.6** - 👑 **最强编程能力**:终端编码、代理搜索、抽象推理等极端复杂场景的王者 - 📚 **100 万 Token 上下文**:处理超大规模代码库和文档集(Beta) - 🎯 **长时程 Agent**:为长时程自主任务设计,可工作数小时 - 🔍 **深度推理**:扩展思考模式,适合需要深度逻辑推理的任务
**2. Claude Sonnet 4.6** - ⚖️ **最佳性价比**:性能接近 Opus 4.6,价格仅五分之一 - 🎨 **多模态能力强**:在多模态识别与办公任务中表现优异 - 💻 **编程能力出色**:代码修改更精准,支持 100 万 Token 上下文(Beta) - 🚀 **全面升级**:编码、计算机使用、长上下文推理、代理规划全面增强
### Claude Code 安装方式
#### 方式 1:官网安装(海外用户推荐) 访问 Claude Code 官网:https://claude.com/product/claude-code
#### 方式 2:国内镜像安装(国内用户推荐)
**国内镜像站** - Claude-CN:https://www.claude-cn.org/ - 提供详细的国内镜像使用指南
#### 方式 3:npm 安装 ```bash # 安装 Node.js(需要 18.0 以上版本) # 然后全局安装 Claude Code npm install -g @anthropic-ai/claude-code ```
#### 方式 4:macOS Homebrew 安装 ```bash brew install claude-code ```
#### 方式 5:Linux APT 安装 ```bash # 添加 Anthropic 仓库 curl -fsSL https://packages.anthropic.com/public/gpg.key | sudo apt-key add - echo "deb https://packages.anthropic.com/public stable main" | sudo
Platform compatibility
Technical details
- Version
- 1.0.0
- License
- MIT
- Last updated
- Aug 1, 2026
- Published
- Aug 1, 2026
Frameworks & tools
Decision snapshot
Fallback candidate
recent repository activity
Audit
Install review
Install and adoption review
- Security
- 78/100
- Maintenance
- 100/100
- Install
- 92/100
Agent-proven evidence
Agent-proven evidence
Outcome reports after resolve, review, install, and one narrow run.
- 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.
Install
Add to agent workflow
Free and open source. Review the report before installing into production agents.
Growth loop
Share kit
Scenario-led draft for Cadence Skills, ready for a manual X post.
Cadence Skills: A Claude Code skills collection that structures AI-assisted coding into a multi-agent workflo... 11 stars https://www.openagentskill.com/skills/michaelche956-cadence-skills?ref=x
Optional reply with install command
Listing + install path for Cadence Skills: https://www.openagentskill.com/skills/michaelche956-cadence-skills?ref=x Install: npx skills add michaelChe956/Cadence-skills
Listing source
Community indexed
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
- Creator
- michaelChe956
- 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 skillOwner claim
Claim this skill listing
This Community indexed listing is attributed to michaelChe956 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.
[](https://www.openagentskill.com/skills/michaelche956-cadence-skills)
[](https://www.openagentskill.com/skills/michaelche956-cadence-skills)
[](https://www.openagentskill.com/skills/michaelche956-cadence-skills/audit)
[](https://www.openagentskill.com/skills/michaelche956-cadence-skills)Author
michaelChe956
@michaelche956
Platform fit
Health signals
- GitHub stars
- 11
- Quality score
- 40/100
- Last GitHub push
- Aug 1, 2026
- Framework hints
- 1
- OpenAgentSkill views
- 0
- Install copies
- 0
- Outbound clicks
- 0
Community signal
Share whether this skill looks useful for your agent workflow. Aggregated feedback improves rankings over time.
Trust & safety
Sandbox only
- GitHub adoption11 GitHub starsFIX
- Stars/forks activity11 stars, 3 forks; issue activity unavailable in current metadataFIX
- Recent maintenance1d since pushPASS
- License clarityMITPASS
- README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
- Dependency/runtime riskcommand execution surface, credential or environment accessCHECK
Related skills
Grill With Docs
A relentless interview that pressure-tests a plan against the codebase, sharpens domain language, and updates CONTEXT.md and ADRs when decisions become durable.
164.7K Stars · 0 InstallsCode Review
Review a branch or diff against repository standards and the originating spec in two independent analysis passes.
168.6K Stars · 0 InstallsTo Spec
Turn the current conversation and codebase context into a structured implementation spec, then publish it to the configured project issue tracker.
164.7K Stars · 0 InstallsTo Tickets
Break a plan, spec, or conversation into independently actionable tracer-bullet tickets with explicit blocking relationships.
176.7K Stars · 0 Installs