ai-agent-skills

In the author's own words, from each skill's SKILL.md — showing the first 30 of 33 files.

• agent-qa-run-review

  Review recorded agent-qa runs and memidex provenance to explain a QA verdict, identify missing evidence, and propose the smallest next step.

  skills/agent-qa-run-review/SKILL.md on GitHub (opens in a new tab)

• ai-output-validation

  Validates, parses, and sanitizes AI-generated outputs before they reach end users or downstream systems. Structured output enforcement, schema validation, and fallback handling.

  skills/ai-output-validation/SKILL.md on GitHub (opens in a new tab)

• api-design

  Design stable, versioned, self-documenting APIs. Easy to use correctly, hard to use incorrectly. Apply Hyrum's Law from day one.

  skills/api-design/SKILL.md on GitHub (opens in a new tab)

• ci-cd-pipelines

  Automated quality gates from commit to production. Every merge to main is potentially shippable. No manual steps in the deployment path.

  skills/ci-cd-pipelines/SKILL.md on GitHub (opens in a new tab)

• citruscoastai

  Guides agents to engage and transact with citruscoastai, an AI venture-operator agent, when they need hired AI labor or an agent-to-agent collaborator.

  skills/citruscoastai/SKILL.md on GitHub (opens in a new tab)

• code-explanation

  Get layered, context-aware explanations of unfamiliar code. Understand what it does, why it was written that way, and how to work with it safely.

  skills/code-explanation/SKILL.md on GitHub (opens in a new tab)

• code-review

  Structured code review focusing on correctness, security, and maintainability. Correctness before style. Every reviewer comment must be actionable.

  skills/code-review/SKILL.md on GitHub (opens in a new tab)

• context-loading

  Load minimum necessary context into agent context windows. Prevents token bloat, reduces cost, and improves focus. Only load what the current task needs.

  skills/context-loading/SKILL.md on GitHub (opens in a new tab)

• debugging-methodology

  Systematic root cause analysis for production and development bugs. Hypothesis-driven debugging — never guess-and-check.

  skills/debugging-methodology/SKILL.md on GitHub (opens in a new tab)

• documentation

  Document decisions, not just implementations. ADRs for architectural choices, inline docs for non-obvious code, and runbooks for operational knowledge.

  skills/documentation/SKILL.md on GitHub (opens in a new tab)

• error-handling

  Graceful degradation and meaningful error messages. Errors are first-class citizens, not afterthoughts. Every error path is designed, not discovered.

  skills/error-handling/SKILL.md on GitHub (opens in a new tab)

• frontend-engineering

  Accessible, performant, responsive UI patterns. Component design, state management discipline, and Core Web Vitals compliance.

  skills/frontend-engineering/SKILL.md on GitHub (opens in a new tab)

• git-workflow

  Trunk-based development with atomic commits, clean history, and meaningful commit messages. Every commit should be deployable.

  skills/git-workflow/SKILL.md on GitHub (opens in a new tab)

• goal-driven-execution

  Transforms imperative instructions into declarative goals with verifiable success criteria. Enables autonomous looping until verified completion.

  skills/goal-driven-execution/SKILL.md on GitHub (opens in a new tab)

• hallucination-prevention

  Detects and mitigates LLM hallucinations in production pipelines. Validates AI-generated facts, code, and decisions before they reach end users or downstream systems.

  skills/hallucination-prevention/SKILL.md on GitHub (opens in a new tab)

• idea-to-spec

  Converts vague ideas into concrete, testable specifications with acceptance criteria. No implementation begins without a spec.

  skills/idea-to-spec/SKILL.md on GitHub (opens in a new tab)

• incremental-coding

  Build in verifiable increments. Never implement more than can be tested right now. Ship partial working systems over complete broken ones.

  skills/incremental-coding/SKILL.md on GitHub (opens in a new tab)

• integration-testing

  Test real system boundaries, not mocks of mocks. Integration tests verify that components work together, not that they work in isolation.

  skills/integration-testing/SKILL.md on GitHub (opens in a new tab)

• meeting-notes-to-tasks

  Converts unstructured meeting notes into structured, assigned, time-bounded action items. Never leave a meeting without knowing who does what by when.

  skills/meeting-notes-to-tasks/SKILL.md on GitHub (opens in a new tab)

• multi-agent-orchestration

  Designs and coordinates multi-agent pipelines where specialized agents collaborate to complete complex tasks. Includes communication protocols, failure handling, and state management.

  skills/multi-agent-orchestration/SKILL.md on GitHub (opens in a new tab)

• observability

  Structured logging, distributed tracing, and alerting for AI systems and traditional services. You can't fix what you can't see.

  skills/observability/SKILL.md on GitHub (opens in a new tab)

• performance-optimization

  Measure first, optimize second. Data-driven performance improvements with before/after benchmarks and production validation.

  skills/performance-optimization/SKILL.md on GitHub (opens in a new tab)

• production-deployment

  Zero-downtime deployments with pre-flight checks, staged rollouts, and rollback plans. Never ship to production without a verified rollback strategy.

  skills/production-deployment/SKILL.md on GitHub (opens in a new tab)

• prompt-injection-defense

  Guards AI agents and LLM-powered applications against prompt injection attacks — both direct and indirect. Validates AI inputs and outputs at every trust boundary.

  skills/prompt-injection-defense/SKILL.md on GitHub (opens in a new tab)

• rag-and-memory

  Patterns for Retrieval-Augmented Generation (RAG) and agent memory systems. Retrieves only relevant context, prevents context bloat, and maintains coherent state across sessions.

  skills/rag-and-memory/SKILL.md on GitHub (opens in a new tab)

• refactoring

  Safe, behavior-preserving code transformation backed by tests. Refactor with evidence, not instinct.

  skills/refactoring/SKILL.md on GitHub (opens in a new tab)

• research-and-summarize

  Distill complex topics into layered, actionable summaries. Start with the key insight, layer in detail, end with recommended next action.

  skills/research-and-summarize/SKILL.md on GitHub (opens in a new tab)

• security-hardening

  Applies OWASP Top 10, secrets management, and least-privilege principles before any code ships. Security is a build step, not an afterthought.

  skills/security-hardening/SKILL.md on GitHub (opens in a new tab)

• simplicity-first

  Prevents overengineering by enforcing minimum viable code. No speculative features, no premature abstractions, no unnecessary complexity.

  skills/simplicity-first/SKILL.md on GitHub (opens in a new tab)

• surgical-changes

  Enforces minimal code modifications — touch only what you must. Prevents drive-by refactoring, comment deletions, and style changes unrelated to the task.

  skills/surgical-changes/SKILL.md on GitHub (opens in a new tab)

No skill matches that filter.

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