Sub2API Admin
Wei-Shaw/sub2api
Manages a Sub2API deployment from the command line: accounts, redeem and invitation codes, groups, proxies, imports, exports and raw admin API calls.
Fullstack development with bkend.ai BaaS — authentication, database, API integration.
$ npx skills add ww-w-ai/bkit-claude-code --skill dynamic -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ww-w-ai/bkit-claude-code dynamic --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/ww-w-ai/bkit-claude-code.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/dynamic .claude/skills/dynamic && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "dynamic" agent skill from https://github.com/ww-w-ai/bkit-claude-code/tree/main/skills/dynamic into .claude/skills/dynamic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dynamic", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/ww-w-ai/bkit-claude-code/tree/main/skills/dynamicType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add ww-w-ai/bkit-claude-code --skill dynamic -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ww-w-ai/bkit-claude-code dynamic --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ww-w-ai/bkit-claude-code.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/dynamic .agents/skills/dynamic && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "dynamic" agent skill from https://github.com/ww-w-ai/bkit-claude-code/tree/main/skills/dynamic into .agents/skills/dynamic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dynamic", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ww-w-ai/bkit-claude-code --skill dynamic -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ww-w-ai/bkit-claude-code dynamic --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ww-w-ai/bkit-claude-code.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/dynamic .cursor/skills/dynamic && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "dynamic" agent skill from https://github.com/ww-w-ai/bkit-claude-code/tree/main/skills/dynamic into .cursor/skills/dynamic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dynamic", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/ww-w-ai/bkit-claude-code.git --path skills/dynamic--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add ww-w-ai/bkit-claude-code --skill dynamic -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ww-w-ai/bkit-claude-code dynamic --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ww-w-ai/bkit-claude-code.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/dynamic .gemini/skills/dynamic && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "dynamic" agent skill from https://github.com/ww-w-ai/bkit-claude-code/tree/main/skills/dynamic into .gemini/skills/dynamic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dynamic", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install ww-w-ai/bkit-claude-code dynamicInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add ww-w-ai/bkit-claude-code --skill dynamic -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ww-w-ai/bkit-claude-code.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/dynamic .github/skills/dynamic && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "dynamic" agent skill from https://github.com/ww-w-ai/bkit-claude-code/tree/main/skills/dynamic into .github/skills/dynamic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dynamic", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add ww-w-ai/bkit-claude-code --skill dynamic -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ww-w-ai/bkit-claude-code dynamic --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ww-w-ai/bkit-claude-code.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/dynamic .opencode/skills/dynamic && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "dynamic" agent skill from https://github.com/ww-w-ai/bkit-claude-code/tree/main/skills/dynamic into .opencode/skills/dynamic/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "dynamic", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
dynamicFullstack development with bkend.ai BaaS — authentication, database, API integration.
Dynamic is an agent skill from ww-w-ai/bkit-claude-code. Fullstack development with bkend.ai BaaS — authentication, database, API integration. Triggers: fullstack, BaaS, login, signup, database, web app
Its SKILL.md is about 2.7k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Backend & APIs, covering Third-party API integration. The repository describes itself as: bkit Vibecoding Kit - PDCA methodology + Claude Code mastery for AI-native development. The licence is Apache-2.0.
6 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 85b4913. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditGlobGrepBashmcp__bkend__*From allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
claudeFrom the folder's file list and the shell code blocks in SKILL.md.
Hosts in commands or code, which the agent is likely to contact:
api.bkend.aiFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Dynamic loads about 2.7k tokens when it runs. Until then it costs about 38 tokens; SKILL.md has 309 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check noted patterns worth knowing about, such as sudo or a known installer.
├── .env.local # Environment variables## Environment Variables (.env.local)allowed-tools: Read, Write, Edit, Glob, Grep, Bash, mcp__bkend__*Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from ww-w-ai/bkit-claude-code at commit 85b4913, republished under its Apache-2.0 licence (© ww-w-ai). 309 words, ~2,679 tokens.
.claude/skills/dynamic/SKILL.md (or your agent's skills folder).| Action | Description | Example |
|---|---|---|
init | Project initialization (/init-dynamic feature) | /dynamic init my-saas |
guide | Display development guide | /dynamic guide |
help | BaaS integration help | /dynamic help |
writeBkitMemory() in lib/pdca/status.js,
which writes .bkit/state/memory.json (the migrated path of .bkit-memory.json).
This holds the project level and the 9-phase pipelineStatus, read by
the pipeline Stop hooks for phases 5, 6 and 9.
It is NOT where the PDCA phase lives — that is .bkit/state/pdca-status.json.Frontend:
- React / Next.js 14+
- TypeScript
- Tailwind CSS
- TanStack Query (data fetching)
- Zustand (state management)
Backend (BaaS):
- bkend.ai
- Auto REST API
- MongoDB database
- Built-in authentication (JWT)
- Real-time features (WebSocket)
Deployment:
- Vercel (frontend)
- bkend.ai (backend)Recommended: Tier 1-2 languages
Dynamic level supports full-stack development with strong AI compatibility.
| Tier | Allowed | Reason |
|---|---|---|
| Tier 1 | ✅ Primary | Full AI support |
| Tier 2 | ✅ Yes | Mobile (Flutter/RN), Modern web (Vue, Astro) |
| Tier 3 | ⚠️ Limited | Platform-specific needs only |
| Tier 4 | ❌ No | Migration recommended |
Mobile Development:
project/
├── src/
│ ├── app/ # Next.js App Router
│ │ ├── (auth)/ # Auth-related routes
│ │ │ ├── login/
│ │ │ └── register/
│ │ ├── (main)/ # Main routes
│ │ │ ├── dashboard/
│ │ │ └── settings/
│ │ ├── layout.tsx
│ │ └── page.tsx
│ │
│ ├── components/ # UI components
│ │ ├── ui/ # Basic UI (Button, Input...)
│ │ └── features/ # Feature-specific components
│ │
│ ├── hooks/ # Custom hooks
│ │ ├── useAuth.ts
│ │ └── useQuery.ts
│ │
│ ├── lib/ # Utilities
│ │ ├── bkend.ts # bkend.ai client
│ │ └── utils.ts
│ │
│ ├── stores/ # State management (Zustand)
│ │ └── auth-store.ts
│ │
│ └── types/ # TypeScript types
│ └── index.ts
│
├── docs/ # PDCA documents
│ ├── 01-plan/
│ ├── 02-design/
│ │ ├── data-model.md # Data model
│ │ └── api-spec.md # API specification
│ ├── 03-analysis/
│ └── 04-report/
│
├── .mcp.json # bkend.ai MCP config (type: http)
├── .env.local # Environment variables
├── package.json
└── README.md// lib/bkend.ts - REST Service API Client
const API_BASE = process.env.NEXT_PUBLIC_BKEND_API_URL || 'https://api.bkend.ai/v1';
const PROJECT_ID = process.env.NEXT_PUBLIC_BKEND_PROJECT_ID!;
const ENVIRONMENT = process.env.NEXT_PUBLIC_BKEND_ENV || 'dev';
async function bkendFetch(path: string, options: RequestInit = {}) {
const token = localStorage.getItem('bkend_access_token');
const res = await fetch(`${API_BASE}${path}`, {
...options,
headers: {
'Content-Type': 'application/json',
'x-project-id': PROJECT_ID,
'x-environment': ENVIRONMENT,
...(token && { Authorization: `Bearer ${token}` }),
...options.headers,
},
});
if (!res.ok) throw new Error(await res.text());
return res.json();
}
export const bkend = {
auth: {
signup: (body: {email: string; password: string}) => bkendFetch('/auth/email/signup', {method: 'POST', body: JSON.stringify(body)}),
signin: (body: {email: string; password: string}) => bkendFetch('/auth/email/signin', {method: 'POST', body: JSON.stringify(body)}),
me: () => bkendFetch('/auth/me'),
refresh: (refreshToken: string) => bkendFetch('/auth/refresh', {method: 'POST', body: JSON.stringify({refreshToken})}),
signout: () => bkendFetch('/auth/signout', {method: 'POST'}),
},
data: {
list: (table: string, params?: Record<string,string>) => bkendFetch(`/data/${table}?${new URLSearchParams(params)}`),
get: (table: string, id: string) => bkendFetch(`/data/${table}/${id}`),
create: (table: string, body: any) => bkendFetch(`/data/${table}`, {method: 'POST', body: JSON.stringify(body)}),
update: (table: string, id: string, body: any) => bkendFetch(`/data/${table}/${id}`, {method: 'PATCH', body: JSON.stringify(body)}),
delete: (table: string, id: string) => bkendFetch(`/data/${table}/${id}`, {method: 'DELETE'}),
},
};// hooks/useAuth.ts
import { create } from 'zustand';
import { persist } from 'zustand/middleware';
import { bkend } from '@/lib/bkend';
interface AuthState {
user: User | null;
isLoading: boolean;
login: (email: string, password: string) => Promise<void>;
logout: () => void;
}
export const useAuth = create<AuthState>()(
persist(
(set) => ({
user: null,
isLoading: false,
login: async (email, password) => {
set({ isLoading: true });
const { user, token } = await bkend.auth.login({ email, password });
set({ user, isLoading: false });
},
logout: () => {
bkend.auth.logout();
set({ user: null });
},
}),
{ name: 'auth-storage' }
)
);// List query
const { data, isLoading, error } = useQuery({
queryKey: ['items', filters],
queryFn: () => bkend.collection('items').find(filters),
});
// Single item query
const { data: item } = useQuery({
queryKey: ['items', id],
queryFn: () => bkend.collection('items').findById(id),
enabled: !!id,
});
// Create/Update (Mutation)
const mutation = useMutation({
mutationFn: (newItem) => bkend.collection('items').create(newItem),
onSuccess: () => {
queryClient.invalidateQueries(['items']);
},
});// components/ProtectedRoute.tsx
'use client';
import { useAuth } from '@/hooks/useAuth';
import { redirect } from 'next/navigation';
export function ProtectedRoute({ children }: { children: React.ReactNode }) {
const { user, isLoading } = useAuth();
if (isLoading) return <LoadingSpinner />;
if (!user) redirect('/login');
return <>{children}</>;
}// Base fields (auto-generated)
interface BaseDocument {
_id: string;
createdAt: Date;
updatedAt: Date;
}
// User reference
interface Post extends BaseDocument {
userId: string; // Author ID (reference)
title: string;
content: string;
tags: string[]; // Array field
metadata: { // Embedded object
viewCount: number;
likeCount: number;
};
}claude mcp add bkend --transport http https://api.bkend.ai/mcp{
"mcpServers": {
"bkend": {
"type": "http",
"url": "https://api.bkend.ai/mcp"
}
}
}
## Environment Variables (.env.local)
NEXT_PUBLIC_BKEND_API_URL=https://api.bkend.ai/v1 NEXT_PUBLIC_BKEND_PROJECT_ID=your-project-id NEXT_PUBLIC_BKEND_ENV=dev
Note: Project ID is found in bkend console (console.bkend.ai).
Via MCP: "Show my project list" -> backend_project_list
## Limitations
❌ Complex backend logic (serverless function limits) ❌ Large-scale traffic (within BaaS limits) ❌ Custom infrastructure control ❌ Microservices architecture
## When to Upgrade
Move to **Enterprise Level** if you need:
→ "Traffic will increase significantly" → "I want to split into microservices" → "I need my own server/infrastructure" → "I need complex backend logic"
## bkit Features for Dynamic Level (v1.5.1)
### Output Style: bkit-pdca-guide (Recommended)
For optimal PDCA workflow experience, activate the PDCA guide style:
/output-style bkit-pdca-guide
This provides:
- PDCA status badges showing current phase progress
- Gap analysis suggestions after code changes
- Automatic next-phase guidance with checklists
### Agent Teams (2 Teammates)
Dynamic projects support Agent Teams for parallel PDCA execution:
| Role | Agents | PDCA Phases |
|------|--------|-------------|
| developer | bkend-expert | Do, Act |
| qa | qa-monitor, gap-detector | Check |
**To enable:**
1. Set environment: `CLAUDE_CODE_EXPERIMENTAL_AGENT_TEAMS=1`
2. Start team mode: `/pdca team {feature}`
3. Monitor progress: `/pdca team status`
### Agent Memory (Auto-Active)
All bkit agents automatically remember project context across sessions.
No setup needed — agents use `project` scope memory for this codebase.
---
## Common Mistakes
| Mistake | Solution |
|---------|----------|
| CORS error | Register domain in bkend.ai console |
| 401 Unauthorized | Token expired, re-login or refresh token |
| Data not showing | Check collection name, query conditions |
| Type error | Sync TypeScript type definitions with schema |© ww-w-ai, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/dynamic of ww-w-ai/bkit-claude-code.
Open the folder on GitHubat commit 85b4913
Dynamic next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Dynamic this skillww-w-ai/bkit-claude-code | 601 | — | ~2.7k | Automated safety check: Notes | Apache-2.0 | |
| Sub2API AdminWei-Shaw/sub2api | 44k | 1 repos | ~717 | Automated safety check: Pass | LGPL-3.0 | |
| Firecrawl Build Onboardingfirecrawl/firecrawl | 190k | 1 repos | ~1.4k | Automated safety check: Notes | ISC | |
| ToolJet Marketplace Plugin BuilderToolJet/ToolJet | 41k | — | ~2.1k | Automated safety check: Pass | AGPL-3.0 | |
| Firecrawl Search Integrationfirecrawl/firecrawl | 190k | 1 repos | ~1.1k | Automated safety check: Pass | ISC | |
| CoinGecko API Reference2025Emma/vibe-coding-cn | 23k | 1 repos | ~646 | Automated safety check: Pass | MIT |
Wei-Shaw/sub2api
Manages a Sub2API deployment from the command line: accounts, redeem and invitation codes, groups, proxies, imports, exports and raw admin API calls.
firecrawl/firecrawl
Gets Firecrawl working in a project: signs you in through the browser, saves FIRECRAWL_API_KEY to .env and picks the first SDK or REST path.
ToolJet/ToolJet
Turns an API description, such as an OpenAPI file or a Postman collection, into a connector plugin for ToolJet's marketplace and checks it with the repo's validator.
firecrawl/firecrawl
Guidance for adding Firecrawl's /search endpoint to product code and agent workflows when a feature starts from a query rather than a URL.
2025Emma/vibe-coding-cn
CoinGecko API documentation - cryptocurrency market data API, price feeds, market cap, volume, historical data. Use when integrating CoinGecko API, building…
diegosouzapw/OmniRoute
Manages AI provider connections, API keys, OAuth flows and connection tests through OmniRoute's REST API across its 327-provider catalog.
ww-w-ai/bkit-claude-code
View audit logs, decision traces, and session history for AI transparency.
ww-w-ai/bkit-claude-code
bkend.ai authentication — email/social login, JWT tokens, RBAC, session management.
ww-w-ai/bkit-claude-code
bkend.ai project tutorials (todo to SaaS) and common error troubleshooting.
ww-w-ai/bkit-claude-code
bkend.ai onboarding — MCP setup, resource hierarchy, tenant/user model, first project.
ww-w-ai/bkit-claude-code
bkend.ai file storage — upload (presigned URL), download (CDN), visibility levels, buckets.
ww-w-ai/bkit-claude-code
bkit plugin help - list available functions including /pdca (9-phase feature cycle), /sprint (8-phase feature container, v2.1.13), /control (Trust L0-L4 + SPRINTAUTORUNSCOPE), /bkit-explore, and 40+…
Categories
Fullstack development with bkend.ai BaaS — authentication, database, API integration. Dynamic is an agent skill from ww-w-ai/bkit-claude-code.ai BaaS — authentication, database, API integration.
Dynamic fits situations like: tasks that involve Third-party API integration.
Run `npx skills add ww-w-ai/bkit-claude-code --skill dynamic -a claude-code`. Or copy the skill folder (skills/dynamic in ww-w-ai/bkit-claude-code) into .claude/skills/dynamic in your project. Claude Code loads it when a task matches its description.
Run `npx skills add ww-w-ai/bkit-claude-code --skill dynamic -a codex`. Or copy the skill folder (skills/dynamic in ww-w-ai/bkit-claude-code) into .agents/skills/dynamic in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add ww-w-ai/bkit-claude-code --skill dynamic -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/dynamic, .gemini/skills/dynamic, .github/skills/dynamic and .opencode/skills/dynamic in your project.
Going by SKILL.md and its folder, Dynamic needs the command-line tools its instructions call (claude). Its frontmatter pre-approves these tools: Read, Write, Edit, Glob, Grep, Bash, mcp__bkend__*.
SKILL.md names 1 domain. In commands or code: api.bkend.ai; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found notes only (mentions a .env file; pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
Dynamic is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.7k tokens (SKILL.md is roughly 11k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Dynamic: Sub2API Admin (Wei-Shaw/sub2api, 44k stars), Firecrawl Build Onboarding (firecrawl/firecrawl, 190k stars), ToolJet Marketplace Plugin Builder (ToolJet/ToolJet, 41k stars) and Firecrawl Search Integration (firecrawl/firecrawl, 190k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
ww-w-ai (a GitHub organization) maintains it in ww-w-ai/bkit-claude-code, which has 601 GitHub stars. The repository holds 44 skills in this directory. The repository was last updated on September 27, 2026.
Source: ww-w-ai/bkit-claude-code on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.