Multi-agent parallel development cycle with requirement analysis, exploration planning, code development, and validation. Orchestration runs inline in main flow (no separate orchestrator agent). Supports continuous iteration with markdown progress documentation. Triggers on "parallel-dev-cycle".

Guides the creation of agile epics with comprehensive definition including business value, success criteria, and breakdown into user stories. Use when the user wants to create an agile epic, define large bodies of work, break down features into user stories, or document strategic initiatives. Part of the skills-for-java project

MUST run before any code implementation task. Classifies complexity, discovers local conventions, finds reusable patterns, and prevents blind coding. Invoke this skill before writing or modifying code.

Use when removing a software package from the Bluefin image, deleting a .bst element, or unwiring a package from the build

Use when building the egg OCI image locally, testing changes end-to-end, verifying the image boots, or running any BuildStream commands against the project

Recommends production-ready Golang libraries and frameworks. Apply when the user asks for library suggestions, wants to compare alternatives, or needs to choose a library for a specific task. Also apply when the AI agent is about to add a new dependency — ensures vetted, production-ready libraries are chosen.

Plan-spec-implement workflow for structured development. Only use when explicitly directed by user or when mentioned in project AGENTS.md file. Generates ephemeral plans in ~/.dot-agent/, applies specs to project docs, then implements test-first.

Use when you need to generate Java project diagrams — including UML sequence diagrams, UML class diagrams, C4 model diagrams, UML state machine diagrams, and ER (Entity Relationship) diagrams — through a modular, step-based interactive process that adapts to your specific visualization needs. Part of the skills-for-java project

Create technical design document with architecture decisions and approach. Trigger: "design", "diseño técnico", "technical design", "architecture", "diseñar", "sdd design", "/sdd:continue (when specs exist but design doesn't)".

Auto-annotate cell clusters from single-cell RNA data using marker genes, tissue context, and species-specific reference databases.

Use when identifying seminal papers in a research field, mapping research lineage and intellectual heritage, discovering related work through reference tracking, or finding potential collaborators through co-citation analysis. Maps citation networks to trace research evolution, identify influential papers, and discover hidden connections in scientific literature. Supports systematic reviews, bibliometric analysis, and research planning through comprehensive citation tracking.

Generate Circos configuration files for circular genomics data visualization. Supports genomic variations (SNPs, CNVs, structural variants), cell-cell communication networks, and custom track configurations for publication-ready circular plots. Generates configuration files only — rendering requires Circos installed separately.

Use when formatting references for journal submission, converting between citation styles (APA, MLA, Vancouver, Chicago), generating bibliographies for manuscripts, or ensuring consistent reference formatting. Automatically formats citations and bibliographies in 1000+ academic styles. Ensures reference accuracy, completeness, and compliance with journal requirements. Supports batch conversion and integration with reference managers.

Use when determining author order on research manuscripts, assigning CRediT contributor roles for transparency, documenting individual contributions to collaborative projects, or resolving authorship disputes in multi-institutional research. Generates fair and transparent authorship assignments following ICMJE guidelines and CRediT taxonomy. Helps research teams document contributions, resolve disputes, and ensure equitable credit distribution in academic publications.

Collect Instantly.ai debug evidence for support tickets and troubleshooting. Use when encountering persistent issues, preparing support tickets, or auditing campaign/account state. Trigger with phrases like "instantly debug", "instantly support ticket", "instantly diagnostic", "instantly audit", "collect instantly evidence".

Generate Midjourney prompts for 600x600 card news background images based on topic, mood, and style preferences. Use when user requests card news backgrounds or Instagram post backgrounds.

Optimize slow queries, analyze SQL performance, and collect evidence for expensive workloads.

Animate elements using Anime.js. USE WHEN user asks about animations, transitions, motion effects, or interactive UI movement. TRIGGER WORDS: animate, animation, transition, motion, keyframe, timeline, stagger, tween, fade, slide, bounce, spring, easing, scroll animation, draggable, SVG animation, path drawing, morphing, entrance animation, page transition, loading spinner, hover effect.

Systematically trace bugs backward through call stack to find original trigger. Use when errors occur deep in execution and you need to trace back to find the original trigger.

Read and post to X/Twitter via API. Check mentions, post tweets, search. Use app bearer tokens for read-only fetches and OAuth 1.0a user context for account actions.