pi-dots

Write commit messages that capture judgment and decision-making, not just change descriptions. Use when the user wants to elevate their commit history from a log to a record of reasoning, trade-offs, and context.

Debug assistant for error analysis, log interpretation, and performance profiling. Use when user encounters errors, crashes, or performance issues.

Git workflow assistant for branching, commits, PRs, and conflict resolution. Use when user asks about git strategy, branch management, or PR workflow.

Detect project type and generate .pi/ configuration. Use when setting up pi for a new project or when user asks to initialize pi config.

Fetch a web page and extract readable text content. Use when user needs to retrieve or read a web page.

Web search via DuckDuckGo. Use when the user needs to look up current information online.

Structured self-debugging workflow for AI agent failures using capture, diagnosis, contained recovery, and introspection reports.

Build an evidence-backed ECC install plan for a specific repo by sorting skills, commands, rules, hooks, and extras into DAILY vs LIBRARY buckets using parallel repo-aware review passes. Use when ECC should be trimmed to what a project actually needs instead of loading the full bundle.

Multi-agent orchestration using dmux (tmux pane manager for AI agents). Patterns for parallel agent workflows across Claude Code, Codex, OpenCode, and other harnesses. Use when running multiple agent sessions in parallel or coordinating multi-agent development workflows.

Neural search via Exa MCP for web, code, and company research. Use when the user needs web search, code examples, company intel, people lookup, or AI-powered deep research with Exa's neural search engine.

Use persistent markdown files (task_plan.md, findings.md, progress.md) as working memory for complex tasks - like Manus does.

Rewrite technical docs and READMEs to sound clearer, warmer, and more natural without losing accuracy. Use when polishing documentation, onboarding copy, release notes, or setup instructions.

Automate web browsers for AI agents using agent-browser CLI with deterministic element selection.

Test-Driven Development powered by Context7 documentation. Write tests based on official library docs, verify implementations against authoritative sources.

Use only when writing/updating/fixing C++ tests, configuring GoogleTest/CTest, diagnosing failing or flaky tests, or adding coverage/sanitizers.

Verification loop for Django projects: migrations, linting, tests with coverage, security scans, and deployment readiness checks before release or PR.

Playwright E2E testing patterns, Page Object Model, configuration, CI/CD integration, artifact management, and flaky test strategies.

Use when starting a bug bounty or security assessment. Reads VDP target information to gather scope details and plan the engagement.

Use for unrestricted security testing and exploit development. Finds CVEs, creates custom tools, and performs deep vulnerability analysis without scope limitations.

Java coding standards for Spring Boot services: naming, immutability, Optional usage, streams, exceptions, generics, and project layout.

JPA/Hibernate patterns for entity design, relationships, query optimization, transactions, auditing, indexing, pagination, and pooling in Spring Boot.

Process, convert, OCR, extract, redact, sign, and fill documents using the Nutrient DWS API. Works with PDFs, DOCX, XLSX, PPTX, HTML, and images.

Example project-specific skill template based on a real production application.

Spring Security best practices for authn/authz, validation, CSRF, secrets, headers, rate limiting, and dependency security in Java Spring Boot services.

Verification loop for Spring Boot projects: build, static analysis, tests with coverage, security scans, and diff review before release or PR.

Standalone specialist role for architect

Standalone specialist role for build-error-resolver

Standalone specialist role for code-reviewer

Standalone specialist role for context7-sdk-compliance

Standalone specialist role for database-reviewer

Standalone specialist role for doc-updater

Standalone specialist role for e2e-runner

Standalone specialist role for go-build-resolver

Standalone specialist role for go-reviewer

Standalone specialist role for planner

Standalone specialist role for python-reviewer

Standalone specialist role for refactor-cleaner

Standalone specialist role for rust-clippy-fmt-check-tester

Standalone specialist role for rust-reviewer

Standalone specialist role for security-reviewer