SpecFusion
在 DeepSeek Harness / Claude Code / Cursor / Codex / Gemini CLI 里直接搜索 20 个中国开放平台的 65,600+ 篇 API 文档;零配置,支持 Skill 与 DSH 原生插件。
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 + OpenAI Agents + Cursor
Codex, Claude Code, Cursor, CLI, or custom agents.
Install
Ready
npx skills add wxkingstar/SpecFusion
Maintenance
fresh
6d since push
Risk
Safe to try
Quality score needs review
GitHub quality
51
76/100 Quality · 77/100 Trust
Coverage tags
Review notes
Quality score needs review · GitHub adoption: 51 GitHub stars
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
StrongSolid option that is likely worth shortlisting for production workflows.
Trust
Sandbox onlyUseful candidate with missing or mixed trust signals. Keep it in an isolated workspace until the outcome loop proves task fit.
Audit
Safe to tryA 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
51 GitHub stars
Repo activity
51 stars, 14 forks
Maintenance
6d since push
License
MIT
Install
npx skills add wxkingstar/SpecFusion
Install safety
standard package or runtime install path
Permission surface
shell or command execution, network or browser access
Agent outcomes
No agent outcome data yet
Docs
Strong README/SKILL.md context
Risk summary
Review before production
- Quality score needs review
- GitHub adoption: 51 GitHub stars
- Stars/forks activity: 51 stars, 14 forks; issue activity unavailable in current metadata
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 wxkingstar/SpecFusion
- Policy
- review
- Human review
- yes
Trust and risk
- Trust
- 69/100
- Audit
- 83/100
- Risk level
- Safe to try
Outcome loop
- Endpoint
- /api/agent/outcome
- Event ID
- resolve
- Outcomes
- 5
Install command
npx skills add wxkingstar/SpecFusionDo not use when
- teams that need a vendor-supported SLA
- high-compliance environments without internal security review
- No major risk signals from current metadata
- High-risk permission hints: Shell or command execution
- Quality score needs review
Alternative
Code Review
168.6K Stars
npx skills add mattpocock/skills --skill code-review
Alternative
Grill With Docs
164.7K Stars
npx skills add mattpocock/skills --skill grill-with-docs
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
59/100 · Review before install
Usable candidate, but the agent should surface permission and audit notes before installation.
Require human approval before installing into a real workspace.
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-risk permission hints: Shell or command execution
- Quality score 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
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 wxkingstar-specfusionAgent 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%20SpecFusion%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Resolve text
/api/agent/resolve?task=Use%20SpecFusion%20for%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text
Install handoff
/api/skills/wxkingstar-specfusion/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 SpecFusion in this workspace.
Resolve first: https://www.openagentskill.com/api/agent/resolve?task=Use%20SpecFusion%20for%20an%20agent%20workflow&agent=codex&max_risk=medium
Review install handoff: https://www.openagentskill.com/api/skills/wxkingstar-specfusion/install
Install command: npx skills add wxkingstar/SpecFusion
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/wxkingstar-specfusion/install
LLM text format
/api/skills/wxkingstar-specfusion/install?format=text
Find alternatives
/api/skills/search?q=SpecFusion&limit=3
Agent prompt
Use SpecFusion for this task. Review https://www.openagentskill.com/api/skills/wxkingstar-specfusion/install, then install with: npx skills add wxkingstar/SpecFusionRegistry 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/wxkingstar-specfusion
LLM text
/api/registry/manifest/wxkingstar-specfusion?format=text
Install alias
/api/registry/install/wxkingstar-specfusion
Recommend
/api/registry/recommend?task=Use%20SpecFusion%20in%20an%20agent%20workflow&limit=3
Agent fit
Coding agents
Use-case tags
Platforms
TypeScript, Claude Code, OpenAI Agents, Cursor
Audit report
Safe to try · 83/100
A machine-readable review of install readiness, security metadata, maintenance, and adoption risk.
Agent decision cockpit
Companion skill for Coding agents
Shortlist this skill and compare it with close alternatives before production adoption.
Role in stack
Companion skill
Primary fit
Coding agents
Trust label
Strong shortlist
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
- 76/100 quality profile
- 5 OpenAgentSkill engagement events
review first
- No major risk signals from current metadata
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
CHECK51 GitHub stars
Stars/forks activity
CHECK51 stars, 14 forks; issue activity unavailable in current metadata
Recent maintenance
PASS6d 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
- Quality score needs review
- GitHub adoption: 51 GitHub stars
- Stars/forks activity: 51 stars, 14 forks; issue activity unavailable in current metadata
- 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
Strong candidate for agent workflows
Solid option that is likely worth shortlisting for production workflows.
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.
Search private knowledge
RAG and knowledge
I need my agent to build a RAG workflow over documents and retrieve reliable context.
Manage repositories
GitHub automation
I need my agent to triage GitHub issues, review pull requests, and summarize repository changes.
Workflow fit
Add it to a complete workflow
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.
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.
Find, compare, and synthesize
Research report agent
A workflow for agents that gather sources, compare claims, summarize long material, and draft useful research briefs.
Alternative shortlist
Compare before you install
Similar skills that may fit this task.
Code Review
Review a branch or diff against repository standards and the originating spec in two independent analysis passes.
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.
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
# SpecFusion
[](https://github.com/wxkingstar/SpecFusion/stargazers) [](LICENSE) [](https://www.npmjs.com/package/@wxkingstar/specfusion-dsh) [](https://specfusion.kingstar.xin/)
🌐 **官网:[specfusion.kingstar.xin](https://specfusion.kingstar.xin/)**
**在 Claude Code 里直接搜企业微信、飞书、钉钉、淘宝开放平台、小红书、抖音电商开放平台、微信小程序、微信小店、拼多多开放平台、有赞开放平台、微信支付、支付宝开放平台、京东商家开放平台、SHEIN开放平台、得物开放平台、火山引擎、阿里云百炼、泛微 e-teams 开放平台、北森 iTalent 开放平台的 API 文档。**
不用切浏览器,不用翻文档站——输入问题,拿到接口参数,继续写代码。
``` > 企业微信怎么发应用消息?
搜索到 3 篇相关文档: 1. 发送应用消息 — POST /cgi-bin/message/send 2. 接收消息与事件 — 被动回复消息 3. 消息类型及数据格式 — text/image/voice/... ```
## 为什么用 SpecFusion
- **不离开终端** — 写代码时直接问,Claude 帮你查文档、给出接口参数和示例 - **中文搜索准确** — jieba 分词 + FTS5 全文索引,`发送应用消息`、`access_token`、`40001` 都能搜到 - **65,000+ 篇文档** — 企业微信 ~2,740 篇 + 飞书 ~4,260 篇 + 钉钉 ~2,750 篇 + 淘宝 ~6,940 篇 + 小红书 ~100 篇 + 抖音电商 ~1,390 篇 + 微信小程序 ~470 篇 + 微信小店 ~490 篇 + 拼多多 ~280 篇 + 有赞 ~1,240 篇 + 微信支付 ~550 篇 + 支付宝 ~600 篇 + 京东 ~6,290 篇 + SHEIN ~240 篇 + 得物 ~270 篇 + 火山引擎ECS ~121 篇 + 火山引擎 ~34,000 篇 + 阿里云百炼 ~1,290 篇 + 泛微 ~500 篇 + 北森 ~1,080 篇,接口参数、错误码、事件订阅全覆盖 - **零配置** — 云端服务已部署好,安装 Skill 后即可使用,无需自建后端
## 安装
### 方式一:skills CLI(推荐)
自动检测已安装的 Agent,一键**全局安装**到 Claude Code、Codex、Gemini CLI 等:
```bash npx skills add wxkingstar/SpecFusion -g -y ```
> **⚠️ 必须加 `-g` 参数!** 不加 `-g` 会安装到当前目录,只在该目录下生效。加 `-g` 安装到 `~/.claude/skills/`,所有项目都能用。
仅安装到 Claude Code:
```bash npx skills add wxkingstar/SpecFusion -g -a claude-code -y ```
也可以按平台名搜索安装:
```bash npx skills find "feishu" # 搜索飞书相关技能 npx skills find "taobao" # 搜索淘宝相关技能 npx skills find "wecom" # 搜索企业微信相关技能 npx skills find "dingtal
Platform compatibility
Technical details
- Version
- 1.0.0
- License
- MIT
- Last updated
- Aug 18, 2026
- Published
- Aug 16, 2026
Frameworks & tools
Decision snapshot
Companion skill
recent repository activity
Audit
Install review
Install and adoption review
- Security
- 83/100
- 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 SpecFusion, ready for a manual X post.
SpecFusion: SpecFusion is an installable agent skill that lets Claude Code, Cursor, and other coding agen... 51 stars https://www.openagentskill.com/skills/wxkingstar-specfusion?ref=x
Optional reply with install command
Listing + install path for SpecFusion: https://www.openagentskill.com/skills/wxkingstar-specfusion?ref=x Install: npx skills add wxkingstar/SpecFusion
Listing source
Community indexed
This listing was indexed from public sources and is not marked official until a maintainer claim is approved.
- Creator
- wxkingstar
- Source
- wxkingstar/SpecFusion
- 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 wxkingstar 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/wxkingstar-specfusion)
[](https://www.openagentskill.com/skills/wxkingstar-specfusion)
[](https://www.openagentskill.com/skills/wxkingstar-specfusion/audit)
[](https://www.openagentskill.com/skills/wxkingstar-specfusion)Author
wxkingstar
@wxkingstar
Platform fit
Health signals
- GitHub stars
- 51
- Quality score
- 47/100
- Last GitHub push
- Aug 16, 2026
- Framework hints
- 1
- OpenAgentSkill views
- 5
- 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 adoption51 GitHub starsCHECK
- Stars/forks activity51 stars, 14 forks; issue activity unavailable in current metadataCHECK
- Recent maintenance6d since pushPASS
- License clarityMITPASS
- README/SKILL.md completenessMetadata includes enough usage and workflow contextPASS
- Dependency/runtime riskcommand execution surface, network or browser surfaceINFO
Related skills
Code Review
Review a branch or diff against repository standards and the originating spec in two independent analysis passes.
168.6K StarsGrill 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 StarsTo Spec
Turn the current conversation and codebase context into a structured implementation spec, then publish it to the configured project issue tracker.
164.7K StarsTo Tickets
Break a plan, spec, or conversation into independently actionable tracer-bullet tickets with explicit blocking relationships.
176.7K Stars