Development AI Agent Skills — 13 Pre-Built Automations

🔍

AI Code Reviewer

Senior-level code review on demand — bugs, security holes, and quality scores in seconds.

Catches logic bugs, null pointer risks, and off-by-one errors
Flags security vulnerabilities: injection, auth issues, exposed secrets
Rates every issue by severity: critical / major / minor
Gives concrete fix suggestions with code examples
Overall quality score + the single most important change to make

💻

AI Coding Project Planner

Describe any software project — get a complete technical blueprint ready to build.

Tech stack recommendation with justification for your specific use case
Complete file and folder structure — no more blank repo anxiety
Implementation phases ordered by priority and dependency
API design, database schema, and testing strategy included
Deployment plan from local dev to production

🔀

AI Git Diff & Commit Summarizer

Paste any git diff — get a clear summary, changelog entry, and PR description in seconds.

Explains what changed, why it changed, and what the impact is
Generates a conventional commit message from any diff
Creates a CHANGELOG entry ready for your release notes
Flags potential risks introduced by the changes
Saves 5-10 minutes per code review cycle — multiplies across a team

🦠

AI Malware & Suspicious Code Analyzer

Assess any suspicious code for malicious behavior — threat report ready in minutes.

Identifies obfuscation techniques, suspicious API calls, and persistence mechanisms
Detects data exfiltration attempts and network communication patterns
Maps behavior to MITRE ATT&CK framework
Provides threat assessment and behavioral summary
Recommended containment and remediation steps included

🗺️

AI Mermaid Diagram Creator

Describe any system or flow in plain text — get copy-paste Mermaid diagram syntax instantly.

Generates valid Mermaid syntax from plain English descriptions
Supports flowcharts, sequence, class, state, ER, Gantt, and pie charts
Copy-paste ready for GitHub README, Notion, GitLab, and any Markdown renderer
No diagramming tools needed — text in, diagram out
Great for architecture docs, onboarding guides, and system design

📬

AI Pull Request Description Writer

Write professional, thorough PR descriptions in seconds — reviewers will actually thank you.

Complete PR description: what changed, why, and how to test it
Breaking changes flagged and related issues linked automatically
Reviewer checklist for what to specifically look at
Follows best-practice PR templates from top engineering teams
Works from a git diff or plain description of changes

📟

AI System Log Analyzer & Debugger

Drop any logs — get root cause, error patterns, and exact next steps to fix it.

Identifies errors, anomalies, and performance spikes in any log file
Groups related events and pinpoints the first occurrence of an issue
Extracts key metrics: error rates, latency spikes, failure frequency
Produces a prioritized investigation list — where to look first
Includes a timeline of what happened and specific diagnostic commands

📐

AI Technical Design Document Creator

Full engineering design doc from a feature brief — the format top tech companies use.

Complete design doc: problem, solution, alternatives, architecture, and API contracts
Data models, security considerations, and performance implications included
Testing plan and phased rollout strategy built in
Open questions surfaced so nothing is left ambiguous
Follows industry-standard format used at Google, Meta, and Stripe

💻

Cursor: Alpha Skills Quant Factor Research.mdc

AI-powered quantitative factor research rules for Cursor coding agent — financial data analysis workflows.

Rapidly design and test novel quantitative factors using natural language commands.
Streamline the evaluation of factor performance with comprehensive metrics and robustness checks.
Automate the discovery of new alpha signals, significantly expanding your research pipeline.
Maintain a well-organized library of factors, ensuring efficient lifecycle management and tracking.
Conduct sophisticated single and multi-factor portfolio backtests to validate strategy profitability.

🔐

Cybersecurity Threat Report Analyzer

Extract threat actors, TTPs, IOCs, and mitigations from any security report — instantly.

Extracts threat actors, TTPs, and IOCs from any security report
Maps findings to MITRE ATT&CK framework automatically
Risk severity rating with targeted industries identified
Prioritized mitigation recommendations your team can execute today
Structured report format ready to share with the SOC or exec team

⚙️

GitHub Developer Automation Suite

Automate your entire GitHub workflow — PRs, code review, commit summaries, and project planning.

Automated PR creation with rich descriptions — no more blank PR fields
Inline code review comments catching logic bugs, null pointers, and security issues
Every git diff summarized to plain English — perfect changelogs automatically
Complete technical blueprint for any project: stack, file structure, API design
Pull request descriptions that explain the 'why', not just the 'what'

🐙

GitHub PR & Code Review Automation

Let your agent open PRs, review code, and triage issues — automatically.

Automated PR creation with rich descriptions
Inline code review comments via gh CLI
CI status monitoring and failure analysis
Branch management and merge strategies
Issue triage and label assignment automation

✅

Government Proposal Compliance Checker

Your last line of defense before submission — catches every error that gets proposals rejected.

Reads the solicitation and your draft proposal side-by-side
Flags every missing section, wrong format, and non-compliant element
Checks file formats, font requirements, page limits, and certifications
Catches the #1 reason proposals are rejected without being read
Final QA gate that saves contracts worth $50K-$1M+ from the trash

Development Skills