dangeles
@dangeles
Public Skills
git-strategy-advisor
by dangeles
Use when deciding git workflow strategy for planned or completed work. Recommends branch creation vs direct commit, branch naming, push timing, and PR creation based on change scope and type.
lit-pm
by dangeles
Use when coordinating comprehensive literature reviews requiring multi-stage pipeline (archival setup, scope refinement, parallel review discovery, outline synthesis, section writing, fact-checking, editorial polish). Orchestrates literature-researcher, lit-synthesizer, fact-checker, and editor skills with adaptive checkpoints based on complexity and stakes.
junior-developer
by dangeles
Use when implementing well-scoped Python tasks with clear requirements, writing unit tests, and producing documented code for senior-developer review.
senior-developer
by dangeles
Use when implementing production-quality Python code within an assigned scope, including architecture decisions at component level, comprehensive testing, and code review of junior-developer outputs.
archive-workflow
by dangeles
Use when organizing projects - detecting clutter, enforcing naming conventions, structuring directories, managing gitignore, or assessing project expandability. Triggers on project organization requests, file naming audits, or gitignore maintenance needs.
ai-strategist
by dangeles
Use when evaluating AI tools and agentic workflows against workflow gaps, when conducting quarterly landscape scans, or when assessing integration feasibility of new tools for startup workflows.
perspective-swarm
by dangeles
Protocol specification for multi-perspective brainstorming via 5 parallel agents with confidence-weighted synthesis. Executed by brainstorming-pm orchestrator.
software-developer
by dangeles
Use when implementing production-quality bioinformatics software with proper error handling, logging, testing, and documentation, following software engineering best practices.
editor
by dangeles
Use when documents need prose improvement, CLAUDE.md style enforcement (prose over bullets, bridging transitions, complete sentences), or final polish before archival
lit-synthesizer
by dangeles
Senior scientific author for literature review synthesis with authority to restructure, rewrite, and add analysis across outline creation, introduction framing, and final synthesis
synthesizer
by dangeles
Use when multiple reviews or paper notes need integration, cross-cutting themes must be identified, or project-specific implications must be drawn from disparate sources
literature-researcher
by dangeles
Specialized literature review skill with review discovery, deep targeted research (15-30 papers per section), recency surveys, and convergence tracking for comprehensive literature reviews
researcher
by dangeles
Use when comprehensive literature research is needed, especially when quantitative parameters must be sourced from primary literature with proper citations and context (species, measurement methods, culture conditions)
fact-checker
by dangeles
Use when documents with quantitative claims need citation verification, especially when every number must trace to a specific inline superscript citation before publication
pov-expansion
by dangeles
Use when seeking analogous solutions from other domains, when stuck on a problem and need fresh perspectives, or when evaluating whether approaches from field X might apply to field Y. Requires structured problem statement.
mathematician
by dangeles
Use when designing algorithms, analyzing complexity, selecting numerical methods, or verifying mathematical correctness for software implementations.
statistician
by dangeles
Use when selecting statistical methods, performing power analysis, guiding uncertainty quantification, or validating MCMC/Monte Carlo implementations.
requirements-analyst
by dangeles
Use when requirements are vague, scope undefined, or success criteria unclear
edge-case-analyst
by dangeles
Use when planning new features or changes to identify failure scenarios before implementation
biologist-commentator
by dangeles
Use when evaluating biological relevance, methodological appropriateness, or scientific validity of bioinformatics approaches, or when choosing between analysis methods/software tools.
data-pipeline-manager
by dangeles
Design and troubleshoot robust data pipelines with comprehensive quality validation, error handling, and monitoring capabilities for bioinformatics and data processing workflows
completion-verifier
by dangeles
Verification system that ensures tasks are truly complete before marking them done, preventing premature completion claims through systematic checklist validation
calculator
by dangeles
Use when quantitative feasibility checks are needed, order-of-magnitude estimates must be established, or detailed models are required to validate design assumptions and identify rate-limiting steps
experimental-planner
by dangeles
Use when theoretical calculations need experimental validation, protocols must be designed with clear hypotheses and success criteria, or resource requirements (equipment, materials, expertise) must be estimated for proposed experiments