Video & Animation

Connects to Clearscope API to generate content grades based on NLP term frequency analysis. Automates keyword research via Clearscope Research Reports endpoint and outputs structured optimization recommendations with TF-IDF scoring.

Resolve Python dependency inputs into deterministic lock files and sync environments without hand-editing transitive pins.

Use csv-diff when an agent needs to explain what changed between two structured exports, not just that the files differ. The agent lines records up by a stable key, reports added, removed, and changed rows, and can hand the result to humans or downstream automations as readable text or machine-friendly JSON.

Lets an agent run dbt parity checks, relation diffs, and row or value comparisons so refactors and source swaps can be verified before rollout.

Ask multiple model and CLI-backed coding agents the same question from Claude Code, then compare individual answers and a synthesized recommendation.

Queries the Common Crawl Index API and CC-MAIN collections to surface historical URL coverage, MIME types, and crawl snapshots at scale. Handy for research workflows that need broad web recall without building a full crawler from scratch.

Context7 by Upstash injects up-to-date, version-specific library documentation and code examples directly into AI prompts. Eliminates hallucinated APIs and outdated code generation by pulling documentation straight from the source at query time.

Queries the Common Crawl Index API for large-scale web archive research and data extraction. Uses the CDX Server API, WARC record parsing with warcio, and the Common Crawl S3 bucket for bulk data access.

commitlint checks whether git commit messages meet the Conventional Commits specification, enforcing structured formats like type(scope): subject. Shareable configuration packages let teams standardize commit conventions, and integration with husky enables automatic linting on every commit via git hooks.

Conftest is a CLI tool that tests structured configuration data using the Open Policy Agent Rego language. It validates Kubernetes manifests, Terraform configs, Dockerfiles, CI pipelines, and any other structured format against custom policy rules.

Executes ComfyUI image generation workflows via the /prompt REST API endpoint with WebSocket progress tracking. Manages node graph JSON payloads, KSampler scheduler configurations (euler_ancestral, dpmpp_2m_sde), and output image retrieval from the /view endpoint.

Colly is a fast open-source scraping and crawling framework for Go. It is built for everything from simple page extraction to asynchronous crawlers that process large collections of pages with request callbacks and structured parsing.

Use the Contentful Management API and JavaScript SDK to create, update, validate, and publish entries, assets, content models, and environments in a headless CMS workflow. This skill gives an agent a concrete path for operating Contentful programmatically rather than treating it like a generic CMS.

Run Douyin_TikTok_Download_API as a private MCP-backed service so agents can parse, archive, and retrieve TikTok or Douyin posts, authors, comments, search results, and media.

Monitors test coverage trends using the Codecov API v2 /repos/{owner}/{repo}/commits endpoint. Compares branch coverage against base, generates diff-coverage reports, and flags untested code paths in PR comments via GitHub REST API.

Tracks and enforces code coverage using Codecov API, lcov, and Istanbul/nyc. Generates coverage reports, detects regressions, and blocks PRs below threshold.

Monitors container runtime behavior using Falco rules and the Docker Engine API. Detects anomalous syscalls, privilege escalations, and unexpected network connections in real time.

Analyzes test coverage using the Codecov API v2 and codecov-cli uploader. Fetches per-file coverage from /api/v2/repos/{owner}/{repo}/report, computes diff coverage via /api/v2/repos/{owner}/{repo}/pulls/{pull}, and enforces configurable thresholds in CI pipelines.

Tracks Code Climate maintainability scores over time using the Code Climate v1 API. Identifies technical debt hotspots, monitors churn-complexity coupling, and generates weekly maintainability digests via SendGrid.

Runs CodeClimate analysis on pull request diffs using the CLI engine and reports new issues inline. Calculates maintainability impact scores per changed file.

Use Anthropic

Scans Docker and OCI container images for vulnerabilities using Trivy JSON output and the Docker Hub API v2 for image metadata. Analyzes base image layers via Syft SBOM generation and maps CVEs to fixed versions using the Alpine SecDB and Debian Security Tracker APIs.

Detects anomalous patterns in AWS CloudWatch Logs using CloudWatch Logs Insights queries and Anomaly Detection APIs. Surfaces error rate spikes and latency regressions with contextual log samples.

Uses AWS CloudWatch SDK (boto3) to create composite alarms with ML-powered anomaly detection bands. Integrates with AWS SNS for notifications and EventBridge for automated remediation triggers.