Art & Design

Detect and explain risk drift in lending portfolios over time using vintage analysis, migration matrices, and concentration metrics. Use when monitoring portfolio credit quality trends, preparing board risk reports, conducting stress testing, or when risk metrics deviate from appetite thresholds.

Build a GitHub portfolio that gets you hired — curate 3-5 polished projects, craft compelling READMEs, deploy live demos, tell a coherent story across your repos, and align everything to AI-native development roles. Use when preparing your GitHub for job searches, deciding what to pin, or auditing your public presence.

Optimize project portfolio selection under constraints using mathematical optimization

>- The run loop for an autonomous AI engineer acting as a portfolio's primary engineer — pre-flight, resume in-flight work or survey every product's live state, select the highest-value work (operate before advance), act through isolated per-run working copies and draft PRs self-promoted on genuine readiness (driving trusted-author PRs to merge), then report and bank learnings. Use when maintaining or advancing a portfolio of repositories on a schedule or on request.

Create a PRD through user interview, codebase exploration, and module design, then submit as a GitHub issue. Use when user wants to write a PRD, create a product requirements document, or plan a new feature.

Test-driven development with red-green-refactor loop. Use when user wants to build features or fix bugs using TDD, mentions "red-green-refactor", wants integration tests, or asks for test-first development.

Rewrites the prose sections of wiki pages in-place. Reads source files to understand current context, then updates only the content inside <!-- claude:prose --> ... <!-- claude:prose:end --> markers. Never touches <!-- generated:start --> ... <!-- generated:end --> blocks. Supports targeting a single page with /update-wiki {PageName}.

Triage a bug or issue by exploring the codebase to find root cause, then create a GitHub issue with a TDD-based fix plan. Use when user reports a bug, wants to file an issue, mentions "triage", or wants to investigate and plan a fix for a problem.

Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory.

Create new agent skills with proper structure, progressive disclosure, and bundled resources. Use when user wants to create, write, or build a new skill.

Generate comprehensive, high-quality README.md files for code repositories. Use this skill whenever the user asks to create, write, generate, update, or improve a README for any project or repository. Also trigger when the user says things like "document this project", "write docs for this repo", "this repo needs a README", "help me onboard developers to this codebase", or asks for project documentation in markdown. Even if the user just says "README" or "readme" in the context of a codebase, use this skill.

Create a detailed refactor plan with tiny commits via user interview, then file it as a GitHub issue. Use when user wants to plan a refactor, create a refactoring RFC, or break a refactor into safe incremental steps.

Interview the user relentlessly about a plan or design until reaching shared understanding, resolving each branch of the decision tree. Use when user wants to stress-test a plan, get grilled on their design, or mentions "grill me".

Set up pre-commit hooks for the current repo. Use when user wants to add pre-commit hooks, configure commit-time linting, formatting, type checking, or testing. Triggers on "pre-commit", "git hooks", "linting hooks", or /setup-pre-commit.

Explore a codebase to find opportunities for architectural improvement, focusing on making the codebase more testable by deepening shallow modules. Use when user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, or make a codebase more AI-navigable.

Break a PRD into independently-grabbable GitHub issues using tracer-bullet vertical slices. Use when user wants to convert a PRD to issues, create implementation tickets, or break down a PRD into work items.

Set up Claude Code hooks to block dangerous git commands (push, reset --hard, clean, branch -D, etc.) before they execute. Use when user wants to prevent destructive git operations, add git safety hooks, or block git push/reset in Claude Code.

Generate or update the `.claude/docs/project.md` file that gives Claude project-specific context. Use this skill when the user asks to create, update, regenerate, or refresh project context, or says things like "update project.md", "generate project context", "this repo needs a project.md", or "Claude doesn't know about this project". Also trigger when onboarding Claude to a new repository for the first time.

Generate multiple radically different interface designs for a module using parallel sub-agents. Use when user wants to design an API, explore interface options, compare module shapes, or mentions "design it twice".

GitHub CLI (gh) integration for managing issues, pull requests, branches,

Turn a PRD into a multi-phase implementation plan using tracer-bullet vertical slices, saved as a local Markdown file in docs/plans/. Use when user wants to break down a PRD, create an implementation plan, plan phases from a PRD, or mentions "tracer bullets".

CEO/founder-mode plan review. Rethink the problem, find the 10-star product, challenge premises, expand scope when it creates a better product. Three modes: SCOPE EXPANSION (dream big), HOLD SCOPE (maximum rigor), SCOPE REDUCTION (strip to essentials). Use when the user asks for a plan review, CEO review, mega review, or wants a plan challenged/stress-tested before implementation.

Orchestrate the full GitHub-issues-driven development lifecycle. 7-phase pipeline from brainstorm through PR with state tracking and cross-conversation resume. Use when user says "dev cycle", "development workflow", "full development pipeline", or invokes /dev-cycle.

Review investment portfolios for risk, diversification, fees. Asset allocation recommendations, tax-loss harvesting, rebalancing.