New: 98,000+ skills indexed from GitHub repos with 100+ stars · every skill safety-checkedBrowse top skillsTop skills
Esc to closeBrowse all skills
Submit a skillBrowse skills
Submit a skillBrowse skills

Agent skill

Coderabbit SDK Patterns

by jeremylongshore in jeremylongshore/tons-of-skills-marketplace

Build a least-privilege adapter for documented REST API operations without inventing endpoints or treating PR comments as an SDK.

MITAuto-check passedBackend & APIs

Install Coderabbit SDK Patterns

skills CLI
$ npx skills add jeremylongshore/tons-of-skills-marketplace --skill coderabbit-sdk-patterns -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install jeremylongshore/tons-of-skills-marketplace coderabbit-sdk-patterns --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/jeremylongshore/tons-of-skills-marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/.curated/coderabbit-sdk-patterns .claude/skills/coderabbit-sdk-patterns && rm -rf skills-src

Use ~/.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/

Facts

Skill name
coderabbit-sdk-patterns
GitHub stars
2.8k
Token cost
~1.1k tokens
SKILL.md length
473 words
Files
2 (incl. references)
Skills in repo
3,342
Repo updated
First seen
Licence
MIT

At a glance

Build a least-privilege adapter for documented REST API operations without inventing endpoints or treating PR comments as an SDK.

  • Works in 4 steps: Select one operation and record plan,… → Build a thin typed adapter with injected… → Implement only documented errors and… → …
  • This operator task needs a current
  • SKILL.md covers Overview, Prerequisites, Current Contract and Authentication, plus 8 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Coderabbit SDK Patterns is an agent skill from jeremylongshore/tons-of-skills-marketplace. Build a least-privilege adapter for documented REST API operations without inventing endpoints or treating PR comments as an SDK. Use when this operator task needs a current, evidence-backed CodeRabbit workflow. Trigger with "integrate with the CodeRabbit API".

Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/official-docs.md`). Compatibility notes: Requires current CodeRabbit documentation and approved access for any live organization, repository, billing, or API change

It sits in Backend & APIs, covering REST APIs. The repository describes itself as: Model-agnostic agent-skills platform with a harness-free canonical layer, verified adapters, and the ccpi package manager. Explore at tonsofskills.com. The licence is MIT.

When your agent uses it

  • This operator task needs a current
  • Evidence-backed CodeRabbit workflow
  • With integrate with the CodeRabbit API

Example prompts

  • “integrate with the CodeRabbit API”
  • “/coderabbit-sdk-patterns”

Requirements

  • Compatibility (from SKILL.md): Requires current CodeRabbit documentation and approved access for any live organization, repository, billing, or API change
  • Pre-approved tools (allowed-tools): Read, Glob, Grep, Write, Edit

Workflow steps

4 steps, taken from the first numbered list in SKILL.md.

  1. Select one operation and record plan, permission, key type, request, pagination, and response.
  2. Build a thin typed adapter with injected URL and secret reference.
  3. Implement only documented errors and preserve partial success.
  4. Test fixtures, then one approved read-only request.

What it can do on your machine

Read from SKILL.md and the folder at commit 23ea8d4. 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:

    • Read
    • Glob
    • Grep
    • Write
    • Edit

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

  • Compatibility

    Requires current CodeRabbit documentation and approved access for any live organization, repository, billing, or API change

    From compatibility in the SKILL.md frontmatter.

Context cost

Coderabbit SDK Patterns loads about 1.1k tokens when it runs, and up to ~1.4k if it reads all its reference files. Until then it costs about 71 tokens; SKILL.md has 473 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~71
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~1.4k

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 passed

The automated check found no risky patterns in SKILL.md.

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

The full file from jeremylongshore/tons-of-skills-marketplace at commit 23ea8d4, republished under its MIT licence (© jeremylongshore). 473 words, ~1,096 tokens.

Download SKILL.mdSave it as .claude/skills/coderabbit-sdk-patterns/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.
name
coderabbit-sdk-patterns
description
Build a least-privilege adapter for documented REST API operations without inventing endpoints or treating PR comments as an SDK. Use when this operator task needs a current, evidence-backed CodeRabbit workflow. Trigger with "integrate with the CodeRabbit API".
allowed-tools
Read, Glob, Grep, Write, Edit
compatibility
Requires current CodeRabbit documentation and approved access for any live organization, repository, billing, or API change
version
2.0.0
argument-hint
[target] [evidence-or-scope]
model
inherit
effort
high
author
Jeremy Longshore <jeremy@intentsolutions.io>
license
MIT
tags
saas, coderabbit, api, integration, enterprise

CodeRabbit API Adapter Patterns

Overview

CodeRabbit documents REST APIs for organizations, metrics, learnings, users, roles, logs, and security. Implement only referenced operations.

Prerequisites

  • Identify the CodeRabbit organization, Git provider, repository, plan, and accountable owner.
  • Read references/official-docs.md and re-check any time-sensitive contract before execution.
  • Use synthetic or read-only evidence until the approval boundary is satisfied.
  • Preserve the repository's independent CI, security, and human-review requirements.

Current Contract

  • API auth uses the documented x-coderabbitai-api-key header.
  • Many endpoints require Enterprise, roles, permissions, and a suitable key.
  • Pagination, partial success, exports, and feature flags vary.
  • Reviewed docs do not identify a general official language SDK.

Authentication

Treat Git-provider sessions, CodeRabbit web sessions, CLI credentials, and CodeRabbit API keys as separate credentials. Use only an already-approved session or secret-manager reference, never print a secret, and do not place credentials in .coderabbit.yaml, source files, logs, or deliverables.

Instructions

  1. Select one operation and record plan, permission, key type, request, pagination, and response.

  2. Build a thin typed adapter with injected URL and secret reference.

  3. Implement only documented errors and preserve partial success.

  4. Test fixtures, then one approved read-only request.

Tool Discipline

  • Use Glob to locate candidate configuration and evidence files without widening scope.
  • Use Grep to find relevant fields, commands, identifiers, and stale claims.
  • Use Read to inspect the smallest required files and authoritative evidence.
  • Use Write only for a new approved local draft or evidence artifact.
  • Use Edit only for a bounded approved change whose rollback is known.
  • Do not use these file tools as a substitute for authenticated CodeRabbit or provider operations.

Approval Boundaries

Require Admin and security approval for keys; require separate approval for writes, roles, seats, or exports. Keep analysis and drafts local until approval is explicit, and record who approved the action and its scope.

Show full SKILL.md (178 more words)Show less

Output

A contract record, adapter, redacted fixtures, pagination handling, live-read receipt, and rotation owner. Include source dates, unknowns, and the exact boundary between observed fact and recommendation.

Error Handling

ConditionResponse
Current contract is unclear or docs disagreeStop mutation, cite both sources, and request owner resolution.
Required access or approval is missingProduce a draft and evidence plan only.
Validation or pilot behavior differs from expectationRestore the prior state and retain the failed evidence.
Output contains secrets or private codeStop, quarantine the artifact, redact it, and notify the data owner.

Examples

Example 1

Fetch paginated metrics with cursor provenance.

Example 2

Reconcile partial success before bulk role changes.

Validation

  • Confirm every claim against the dated sources in references/official-docs.md.
  • Verify the requested scope, owner, approval, happy path, failure path, and rollback.
  • Re-read the effective configuration or provider state after any approved change.
  • Report unsupported fields, undocumented endpoints, and unverified assumptions as failures.

Resources

© jeremylongshore, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 1 other file (references) in skills/.curated/coderabbit-sdk-patterns of jeremylongshore/tons-of-skills-marketplace.

  • SKILL.md
  • references/official-docs.md

Open the folder on GitHubat commit 23ea8d4

Compare with similar skills

Coderabbit SDK Patterns 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.

Coderabbit SDK Patterns compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Coderabbit SDK Patterns this skilljeremylongshore/tons-of-skills-marketplace2.8k—~1.1kAutomated safety check: PassMIT
API DesignerJeffallan/claude-skills12k2 repos~2kAutomated safety check: PassMIT
Paperclippaperclipai/paperclip99k—~9.6kAutomated safety check: PassMIT
Nodejs Backend Patternsever-works/ever-works15818 repos~4kAutomated safety check: PassAGPL-3.0
OpenAPI to MCP Servermcp-use/mcp-use11k—~5.2kAutomated safety check: PassApache-2.0
Use Yaakmountain-loop/yaak19k—~1.9kAutomated safety check: PassMIT

Similar skills

  • API Designer

    Jeffallan/claude-skills

    Designs REST and GraphQL APIs from resource modeling to an OpenAPI 3.1 contract, with versioning, pagination and RFC 7807 error handling.

    12k GitHub starsUsed in 2 repos~2k tokens
    Backend & APIsAuto-check passed

  • Paperclip

    paperclipai/paperclip

    Interact with the Paperclip control plane API for task coordination and governance.

    99k GitHub stars~9.6k tokensUpdated today
    Backend & APIsAuto-check passed

  • Nodejs Backend Patterns

    ever-works/ever-works

    Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices.

    158 GitHub starsUsed in 18 repos~4k tokens
    Backend & APIsAuto-check passed

  • OpenAPI to MCP Server

    mcp-use/mcp-use

    Turns an OpenAPI or Swagger spec into an MCP server with the mcp-use TypeScript SDK, mapping each operation to a tool, wiring auth, testing and deploying.

    11k GitHub stars~5.2k tokensUpdated today
    Backend & APIsAuto-check passed

  • Use Yaak

    mountain-loop/yaak

    A skill your agent uses when the user mentions Yaak, a Yaak workspace, or the yaak command, or asks to call, hit, or smoke test HTTP/REST endpoints, save or organize API requests for reuse or manual…

    19k GitHub stars~1.9k tokensUpdated yesterday
    Backend & APIsAuto-check passed

  • RuView CLI, API and WASM

    ruvnet/RuView

    Covers the RuView `wifi-densepose` command line binary, its Axum REST API and the WebAssembly builds for browsers and ESP32, for embedding or scripting RuView.

    97k GitHub stars~1.2k tokensUpdated today
    Backend & APIsAuto-check: notes

More from jeremylongshore/tons-of-skills-marketplace

All 3,342 skills in this repo

  • Performing Security Code Review

    jeremylongshore/tons-of-skills-marketplace

    Execute this skill enables AI assistant to conduct a security-focused code review using the security-agent plugin.

    2.8k GitHub starsUsed in 2 repos~1.3k tokens
    Auto-check: notes

  • Analyzing Text With NLP

    jeremylongshore/tons-of-skills-marketplace

    Execute this skill enables AI assistant to perform natural language processing and text analysis using the nlp-text-analyzer plugin.

    2.8k GitHub starsUsed in 1 repo~819 tokens
    Auto-check passed

  • Building Neural Networks

    jeremylongshore/tons-of-skills-marketplace

    Execute this skill allows AI assistant to construct and configure neural network architectures using the neural-network-builder plugin.

    2.8k GitHub starsUsed in 1 repo~1k tokens
    Auto-check passed

  • Detecting Data Anomalies

    jeremylongshore/tons-of-skills-marketplace

    Process identify anomalies and outliers in datasets using machine learning algorithms.

    2.8k GitHub starsUsed in 1 repo~1.4k tokens
    Auto-check passed

  • Explaining Machine Learning Models

    jeremylongshore/tons-of-skills-marketplace

    Build this skill enables AI assistant to provide interpretability and explainability for machine learning models.

    2.8k GitHub starsUsed in 1 repo~1k tokens
    Auto-check passed

  • Optimizing Prompts

    jeremylongshore/tons-of-skills-marketplace

    Execute this skill optimizes prompts for large language models (llms) to reduce token usage, lower costs, and improve performance.

    2.8k GitHub starsUsed in 1 repo~1k tokens
    Auto-check passed

Categories

Questions about Coderabbit SDK Patterns

What does Coderabbit SDK Patterns do?

Build a least-privilege adapter for documented REST API operations without inventing endpoints or treating PR comments as an SDK. Coderabbit SDK Patterns is an agent skill from jeremylongshore/tons-of-skills-marketplace. Build a least-privilege adapter for documented REST API operations without inventing endpoints or treating PR comments as an SDK.

When should I use Coderabbit SDK Patterns?

Coderabbit SDK Patterns fits situations like: this operator task needs a current; evidence-backed CodeRabbit workflow; with integrate with the CodeRabbit API.

How do I install Coderabbit SDK Patterns in Claude Code?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill coderabbit-sdk-patterns -a claude-code`. Or copy the skill folder (skills/.curated/coderabbit-sdk-patterns in jeremylongshore/tons-of-skills-marketplace) into .claude/skills/coderabbit-sdk-patterns in your project. Claude Code loads it when a task matches its description.

How do I install Coderabbit SDK Patterns in Codex?

Run `npx skills add jeremylongshore/tons-of-skills-marketplace --skill coderabbit-sdk-patterns -a codex`. Or copy the skill folder (skills/.curated/coderabbit-sdk-patterns in jeremylongshore/tons-of-skills-marketplace) into .agents/skills/coderabbit-sdk-patterns in your project. Codex loads it when a task matches its description.

Can I use Coderabbit SDK Patterns 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 jeremylongshore/tons-of-skills-marketplace --skill coderabbit-sdk-patterns -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/coderabbit-sdk-patterns, .gemini/skills/coderabbit-sdk-patterns, .github/skills/coderabbit-sdk-patterns and .opencode/skills/coderabbit-sdk-patterns in your project.

What does Coderabbit SDK Patterns need to run?

SKILL.md names no scripts, command-line tools or credentials: Coderabbit SDK Patterns is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Glob, Grep, Write, Edit. Compatibility (from SKILL.md): Requires current CodeRabbit documentation and approved access for any live organization, repository, billing, or API change.

Does Coderabbit SDK Patterns 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 Coderabbit SDK Patterns safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Coderabbit SDK Patterns use?

Coderabbit SDK Patterns is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Coderabbit SDK Patterns use?

About 1.1k tokens (SKILL.md is roughly 4.4k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 337 tokens, read only when the agent opens those files.

What are the alternatives to Coderabbit SDK Patterns?

Skills that share tags, products or a category with Coderabbit SDK Patterns: API Designer (Jeffallan/claude-skills, 12k stars), Paperclip (paperclipai/paperclip, 99k stars), Nodejs Backend Patterns (ever-works/ever-works, 158 stars) and OpenAPI to MCP Server (mcp-use/mcp-use, 11k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Coderabbit SDK Patterns?

jeremylongshore (a GitHub user) maintains it in jeremylongshore/tons-of-skills-marketplace, which has 2,821 GitHub stars. The repository holds 3,342 skills in this directory. The repository was last updated on October 8, 2026.

Source: jeremylongshore/tons-of-skills-marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.