Backend Code Review
langgenius/dify
Reviews backend code under api/ for concrete, reproducible defects, routes to rule packs for architecture, schema, repositories and SQLAlchemy, and ranks findings from P0 to P3.
Integrate new DEX aggregators, swappers, or bridge protocols (like Bebop, Portals, Jupiter, 0x, 1inch, etc.) into ShapeShift Web.
Install Swapper Integration
$ npx skills add Microck/ordinary-claude-skills --skill swapper-integration -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install Microck/ordinary-claude-skills swapper-integration --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/Microck/ordinary-claude-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills_all/swapper-integration .claude/skills/swapper-integration && 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 "swapper-integration" agent skill from https://github.com/Microck/ordinary-claude-skills/tree/main/skills_all/swapper-integration into .claude/skills/swapper-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swapper-integration", 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/Microck/ordinary-claude-skills/tree/main/skills_all/swapper-integrationType 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 Microck/ordinary-claude-skills --skill swapper-integration -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install Microck/ordinary-claude-skills swapper-integration --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Microck/ordinary-claude-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills_all/swapper-integration .agents/skills/swapper-integration && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "swapper-integration" agent skill from https://github.com/Microck/ordinary-claude-skills/tree/main/skills_all/swapper-integration into .agents/skills/swapper-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swapper-integration", 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 Microck/ordinary-claude-skills --skill swapper-integration -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install Microck/ordinary-claude-skills swapper-integration --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Microck/ordinary-claude-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills_all/swapper-integration .cursor/skills/swapper-integration && 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 "swapper-integration" agent skill from https://github.com/Microck/ordinary-claude-skills/tree/main/skills_all/swapper-integration into .cursor/skills/swapper-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swapper-integration", 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/Microck/ordinary-claude-skills.git --path skills_all/swapper-integration--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 Microck/ordinary-claude-skills --skill swapper-integration -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install Microck/ordinary-claude-skills swapper-integration --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Microck/ordinary-claude-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills_all/swapper-integration .gemini/skills/swapper-integration && 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 "swapper-integration" agent skill from https://github.com/Microck/ordinary-claude-skills/tree/main/skills_all/swapper-integration into .gemini/skills/swapper-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swapper-integration", 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 Microck/ordinary-claude-skills swapper-integrationInstalls 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 Microck/ordinary-claude-skills --skill swapper-integration -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/Microck/ordinary-claude-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills_all/swapper-integration .github/skills/swapper-integration && 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 "swapper-integration" agent skill from https://github.com/Microck/ordinary-claude-skills/tree/main/skills_all/swapper-integration into .github/skills/swapper-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swapper-integration", 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 Microck/ordinary-claude-skills --skill swapper-integration -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install Microck/ordinary-claude-skills swapper-integration --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/Microck/ordinary-claude-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills_all/swapper-integration .opencode/skills/swapper-integration && 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 "swapper-integration" agent skill from https://github.com/Microck/ordinary-claude-skills/tree/main/skills_all/swapper-integration into .opencode/skills/swapper-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "swapper-integration", 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.
Facts
- Skill name
swapper-integration- GitHub stars
- 401
- Token cost
- ~4.3k tokens
- SKILL.md length
- 1,418 words
- Files
- 2
- Skills in repo
- 97
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Integrate new DEX aggregators, swappers, or bridge protocols (like Bebop, Portals, Jupiter, 0x, 1inch, etc.) into ShapeShift Web.
- Works in 5 steps: Information Gathering → Research & Understanding → Implementation → …
- Implement support for a new swapper
- SKILL.md covers When This Skill Activates, Overview, Workflow and Key Principles, plus 3 more sections
- Calls yarn; needs VITE_BEBOP_API_KEY
What it does
Swapper Integration is an agent skill from Microck/ordinary-claude-skills. Integrate new DEX aggregators, swappers, or bridge protocols (like Bebop, Portals, Jupiter, 0x, 1inch, etc.) into ShapeShift Web. Activates when user wants to add, integrate, or implement support for a new swapper. Guides through research, implementation, and testing following established patterns.
Its SKILL.md is about 4.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `metadata.json`).
It sits in Development. The repository describes itself as: An unappealing collection of Claude Skills and resources.
When your agent uses it
- Implement support for a new swapper
Example prompts
- “/swapper-integration”
Requirements
- Pre-approved tools (allowed-tools): Read, Write, Edit, Grep, Glob, Bash(yarn test:*), Bash(yarn lint:*), Bash(yarn type-check), Bash(yarn build:*)
Workflow steps
5 steps, taken from the step headings in SKILL.md.
- Information Gathering
- Research & Understanding
- Implementation
- Testing & Validation
- Documentation
What it can do on your machine
Read from SKILL.md and the folder at commit 1056d29. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditGrepGlobBash(yarn test:*)Bash(yarn lint:*)Bash(yarn type-check)Bash(yarn build:*)
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
yarn
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use yarn, which can reach the network depending on how they are called.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names these keys or tokens, usually read from environment variables:
VITE_BEBOP_API_KEY
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Swapper Integration loads about 4.3k tokens when it runs. Until then it costs about 80 tokens; SKILL.md has 1,418 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.
Safety
Auto-check: notes
The automated check noted patterns worth knowing about, such as sudo or a known installer.
- NoteMentions a .env fileSKILL.md:40
**: Obtain production API key to add to `.env.base` - NoteMentions a .env fileSKILL.md:452
**`.env`** (base/production - both API key and feature flag OFF): - NoteMentions a .env fileSKILL.md:459
**`.env.development`** (development - feature flag ON): - NoteMentions a .env fileSKILL.md:467
key: `VITE_[SWAPPER]_API_KEY` (in both `.env` and `.env.development`) - NoteMentions a .env fileSKILL.md:468
re flag: `VITE_FEATURE_[SWAPPER]_SWAP` (`.env` = false, `.env.development` = true)
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.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 1,418 words (~4,302 tokens).
“You are helping integrate a new DEX aggregator, swapper, or bridge into ShapeShift Web. This skill guides you through the complete process from research to testing.”
- name
- swapper-integration
- allowed-tools
- Read, Write, Edit, Grep, Glob, Bash(yarn test:*), Bash(yarn lint:*), Bash(yarn type-check), Bash(yarn build:*)
Files
SKILL.md and 1 other file in skills_all/swapper-integration of Microck/ordinary-claude-skills.
- SKILL.md
- metadata.json
Open the folder on GitHubat commit 1056d29
Compare with similar skills
Swapper Integration 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 |
|---|---|---|---|---|---|---|
| Swapper Integration this skillMicrock/ordinary-claude-skills | 401 | — | ~4.3k | Automated safety check: Notes | Custom licence | |
| Backend Code Reviewlanggenius/dify | 158k | — | ~676 | Automated safety check: Pass | Custom licence | |
| Native Data FetchingCherryHQ/cherry-studio-app | 4k | 6 repos | ~2.9k | Automated safety check: Notes | MIT | |
| Twenty App Entity Developmenttwentyhq/twenty | 58k | — | ~1.8k | Automated safety check: Pass | Custom licence | |
| Go Pedantrychromedp/chromedp | 13k | — | ~3.7k | Automated safety check: Pass | MIT | |
| Gumroad Prod Consoleantiwork/gumroad | 9.8k | — | ~2.9k | Automated safety check: Notes | MIT |
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Related
Categories
Questions about Swapper Integration
What does Swapper Integration do?
Integrate new DEX aggregators, swappers, or bridge protocols (like Bebop, Portals, Jupiter, 0x, 1inch, etc.) into ShapeShift Web. Swapper Integration is an agent skill from Microck/ordinary-claude-skills.) into ShapeShift Web.
When should I use Swapper Integration?
Swapper Integration fits situations like: implement support for a new swapper.
How do I install Swapper Integration in Claude Code?
Run `npx skills add Microck/ordinary-claude-skills --skill swapper-integration -a claude-code`. Or copy the skill folder (skills_all/swapper-integration in Microck/ordinary-claude-skills) into .claude/skills/swapper-integration in your project. Claude Code loads it when a task matches its description.
How do I install Swapper Integration in Codex?
Run `npx skills add Microck/ordinary-claude-skills --skill swapper-integration -a codex`. Or copy the skill folder (skills_all/swapper-integration in Microck/ordinary-claude-skills) into .agents/skills/swapper-integration in your project. Codex loads it when a task matches its description.
Can I use Swapper Integration in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add Microck/ordinary-claude-skills --skill swapper-integration -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/swapper-integration, .gemini/skills/swapper-integration, .github/skills/swapper-integration and .opencode/skills/swapper-integration in your project.
What does Swapper Integration need to run?
Going by SKILL.md and its folder, Swapper Integration needs the command-line tools its instructions call (yarn) and credentials named VITE_BEBOP_API_KEY. Its frontmatter pre-approves these tools: Read, Write, Edit, Grep, Glob, Bash(yarn test:*), Bash(yarn lint:*), Bash(yarn type-check), Bash(yarn build:*).
Does Swapper Integration access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Swapper Integration safe to install?
Our automated static check of SKILL.md found notes only (mentions a .env file), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
What licence does Swapper Integration use?
Swapper Integration has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Swapper Integration use?
About 4.3k tokens (SKILL.md is roughly 17k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Swapper Integration?
Skills that share tags, products or a category with Swapper Integration: Backend Code Review (langgenius/dify, 158k stars), Native Data Fetching (CherryHQ/cherry-studio-app, 4k stars), Twenty App Entity Development (twentyhq/twenty, 58k stars) and Go Pedantry (chromedp/chromedp, 13k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Swapper Integration?
Microck (a GitHub user) maintains it in Microck/ordinary-claude-skills, which has 401 GitHub stars. The repository holds 97 skills in this directory. The repository was last updated on September 6, 2026.
Source: Microck/ordinary-claude-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.