Skill reviews

Authorized source-code security review and SAST workflows: Semgrep and CodeQL pattern hunting, dangerous API identification, and fix verification.

• Does not say what the result is
• No condition that starts the skill

Use when the user explicitly invokes CrossFrame or 跨尺度结构诊断 for Chinese-canonical structural diagnosis of complex relationships, organizations, institutions, public disputes, or lon

• References files that are not bundled: references/runtime-read-policy.md, references/read-routing-map.md, references/v5-material-selection-map.md
• 13 top-level sections: this looks like several domains in one skill
• 31 referenced file(s) missing: references/runtime-read-policy.md, references/read-routing-map.md, references/v5-material-selection-map.md

Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automates the feedback-fix-pu

• References files that are not bundled: scripts/fetch_pr_checks.py, scripts/fetch_pr_feedback.py
• 2 referenced file(s) missing: scripts/fetch_pr_checks.py, scripts/fetch_pr_feedback.py
• No condition that starts the skill

Matplotlib is Python's foundational visualization library for creating static, animated, and interactive plots.

• References files that are not bundled: references/plot_types.md, references/styling_guide.md, references/api_reference.md
• 11 top-level sections: this looks like several domains in one skill
• 4 referenced file(s) missing: references/plot_types.md, references/styling_guide.md, references/api_reference.md

Design n8n AI agents, chains, classifiers, extractors, tool calling, memory, RAG, structured output, and human-review flows.

• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 19 top-level sections: this looks like several domains in one skill
• Does not say what the result is

Rclone command-line cloud storage manager reference and usage guide. Use this skill whenever the user mentions rclone, or any task involving terminal-based cloud file operations su

• References files that are not bundled: scripts/install.sh, references/usage.md, references/flags.md
• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 13 referenced file(s) missing: scripts/install.sh, references/usage.md, references/flags.md

Detect, validate, and generate Schema.org structured data. JSON-LD format preferred. Use when user says "schema", "structured data", "rich results", "JSON-LD", or "markup".

• References files that are not bundled: references/schema-types.md
• 1 referenced file(s) missing: references/schema-types.md
• 1 mutating operations with no state check

Neon is a serverless Postgres platform that separates compute and storage to offer autoscaling, branching, instant restore, and scale-to-zero. It's fully compatible with Postgres a

• References files that are not bundled: references/what-is-neon.md, references/referencing-docs.md, references/features.md
• 14 referenced file(s) missing: references/what-is-neon.md, references/referencing-docs.md, references/features.md
• No condition that starts the skill

Deploy web apps with backend APIs, database, and file storage. Use when the user asks to deploy or publish a website or web app and wants a public URL. Uses HTTP API via curl.

• References files that are not bundled: scripts/generate-appdeploy-skill.ts
• 1 referenced file(s) missing: scripts/generate-appdeploy-skill.ts
• Says nothing while it works

Biopython is a comprehensive set of freely available Python tools for biological computation. It provides functionality for sequence manipulation, file I/O, database access, struct

• References files that are not bundled: references/sequence_io.md, references/alignment.md, references/databases.md
• 13 top-level sections: this looks like several domains in one skill
• 7 referenced file(s) missing: references/sequence_io.md, references/alignment.md, references/databases.md

Version 2.35.0 | PRD to Production | Zero Human Intervention > Research-enhanced: OpenAI SDK, DeepMind, Anthropic, AWS Bedrock, Agent SDK, HN Production (2025)

• References files that are not bundled: references/detailed-guide.md
• 1 referenced file(s) missing: references/detailed-guide.md
• Does not say what the result is

Master Odoo ORM patterns: search, browse, create, write, domain filters, computed fields, and performance-safe query techniques.

• Does not say what the result is
• No condition that starts the skill

MONOPOLY is a Senior System Design Engineer skill for architecting, reviewing, and scaling systems. Triggers on requests involving architecture, databases, scaling, microservices,

• References files that are not bundled: references/patterns.md, references/tech-matrix.md, references/scale-benchmarks.md
• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 12 top-level sections: this looks like several domains in one skill

NetworkX is a Python package for creating, manipulating, and analyzing complex networks and graphs.

• References files that are not bundled: references/graph-basics.md, references/algorithms.md, references/generators.md
• 5 referenced file(s) missing: references/graph-basics.md, references/algorithms.md, references/generators.md
• No condition that starts the skill

Generate walkthrough videos from Stitch projects using Remotion with smooth transitions, zooming, and text overlays

• References files that are not bundled: assets/screens/{screen-name}.png, examples/walkthrough/, assets/screens/
• 16 top-level sections: this looks like several domains in one skill
• 3 referenced file(s) missing: assets/screens/{screen-name}.png, examples/walkthrough/, assets/screens/

Turn a repository into a cited HTML slide deck and detect the day it drifts from the code. Citations record file, lines, and hash; a stdlib check reports CURRENT, MOVED, or CHANGED

• References files that are not bundled: references/automation.md, references/verification.md
• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 2 referenced file(s) missing: references/automation.md, references/verification.md

Human-in-the-loop web studio to tune AI-generated output by eye. Stand up a local interactive studio (sliders, pickers, drag handles) or an inline edit/highlight/comment annotation

• References files that are not bundled: scripts/.lookdev-<name>/, scripts/.preview-<name>/
• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 13 top-level sections: this looks like several domains in one skill

Drive the radare2 CLI for binary reconnaissance, disassembly, analysis, function locating, export, and lightweight patching (r2/rabin2/rasm2/radiff2) without a GUI.

• References files that are not bundled: scripts/recon.ps1
• 25 top-level sections: this looks like several domains in one skill
• The response is described with custom markup (7 tags): a typed call is more reliable

Scaffold a new mobile page/screen using the StyleSeed layout patterns

• Does not say what the result is
• No condition that starts the skill

Use Hugging Face Hub via MCP server tools. Search models, datasets, Spaces, papers. Get repo details, fetch documentation, run compute jobs, and use Gradio Spaces as AI tools. Avai

• Does not say what the result is
• No condition that starts the skill

Fast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data still fits in memory. Lazy evaluation, parallel execution, Apache Arrow backend.

• References files that are not bundled: references/core_concepts.md, references/operations.md, references/io_guide.md
• 12 top-level sections: this looks like several domains in one skill
• 6 referenced file(s) missing: references/core_concepts.md, references/operations.md, references/io_guide.md

Qiskit is the world's most popular open-source quantum computing framework with 13M+ downloads. Build quantum circuits, optimize for hardware, execute on simulators or real quantum

• References files that are not bundled: references/setup.md, references/circuits.md, references/primitives.md
• 8 referenced file(s) missing: references/setup.md, references/circuits.md, references/primitives.md
• No condition that starts the skill

Scanpy is a scalable Python toolkit for analyzing single-cell RNA-seq data, built on AnnData. Apply this skill for complete single-cell workflows including quality control, normali

• References files that are not bundled: references/plotting_guide.md, assets/analysis_template.py, scripts/qc_analysis.py
• 11 top-level sections: this looks like several domains in one skill
• 3 referenced file(s) missing: references/plotting_guide.md, assets/analysis_template.py, scripts/qc_analysis.py

Control cmux workspaces, panes, surfaces, and agent sessions safely from macOS terminal workflows.

• References files that are not bundled: references/socket-api.md
• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 17 top-level sections: this looks like several domains in one skill

Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or cr

• Safety rules and hard prohibitions inside a skill: they belong in the system prompt, here they protect nothing
• 14 top-level sections: this looks like several domains in one skill
• The skill tells the model to perform an irreversible action with no human approval