Search Skills

Produces distinctive, production-grade frontend interfaces that avoid generic AI aesthetics, delivering memorable and user-focused web UIs for components and applications.

Performs meticulous final UI code refinement to ensure visual polish and production readiness before shipping.

Reviews UI code for accessibility and visual design issues, including component audits and design compliance.

Provides a structured workflow for developing user interfaces, including component creation and interface development processes.

Facilitates collaborative technical design brainstorming for new features and systems, adapting to expertise and complexity to guide architectural decisions.

Executes initial session setup including system instruction detection, observation caching, temporal awareness, and profile activation without user display.

Reference manual guiding systematic cognitive architecture to replace default AI behaviors with proven collaborative patterns during session interactions.

Provides systematic code reviews using LSP tools, adaptable across programming languages for quality assessment and analysis.

Creates precise technical conversation logs for developers, documenting decisions, outcomes, and next steps in architecture reviews and implementation sessions.

Coordinates multi-agent execution for project management, including epic planning, task assignment, and progress monitoring in parallel workflows.

Systematically diagnoses and resolves software bugs through triage, root cause analysis, and verified fixes for errors and failing tests.

Automates extraction of knowledge from Amp threads to update project documentation, summarize changes, and maintain AGENTS.md.

Generates comprehensive feature plans by analyzing codebases, synthesizing approaches, validating with spikes, and decomposing tasks for implementation.

Automates execution of sequential tasks (beads) within a track, maintaining context via Agent Mail and reporting progress to orchestrator.

Runs pre-commit checks including linting, formatting, and tests to ensure code quality before committing changes.

Automates OSPREY project upgrades by applying API changes from migration documents.

Guides developers through OSPREY release process: version bumping, PyPI publishing, Git tagging, and pre-release testing.

Automates semantic version bumping in Cargo.toml and creates git tags based on commit differences for streamlined releases.

Verifies skills system functionality, including discovery and operational integrity for development and testing purposes.

Queries float.db for file/folder context to prevent errors during code modifications, enhancing developer safety and understanding.

Continuous security vulnerability scanning for OWASP Top 10, SQL injection, XSS, and secrets exposure. Triggers on file changes and security mentions.

Generates test scaffolding for new functions and components using Jest, Vitest, and Pytest patterns upon code addition or testing requests.

Automates code quality checks by analyzing style, patterns, bugs, and security basics on file changes, commits, and edits.

Automates updating project README files to reflect code changes, new features, and dependency updates, ensuring documentation stays current.