dangeles/claude

1

procurement Use when equipment specifications need matching to potential vendors, sourcing landscape must be mapped (catalog item…

dangeles/claude

146

2

bioinformatician Use when implementing data analysis pipelines, statistical tests, or bioinformatics workflows in code (Python/R), par…

dangeles/claude

63

3

statistician Use when selecting STATISTICAL methods (hypothesis tests, regression), performing power analysis, guiding uncertainty…

dangeles/claude

55

4

mathematician Use when designing DETERMINISTIC algorithms, analyzing time/space complexity, selecting numerical methods (ODEs, opti…

dangeles/claude

53

5

cfd-reviewer Use when invoked by cfd-bioreactor orchestrator to provide adversarial engineering review of CFD simulation plans and…

dangeles/claude

51

6

cfd-mathematician Use when invoked by cfd-bioreactor orchestrator to provide rigorous mathematical analysis of FEM variational formulat…

dangeles/claude

32

7

consistency-auditor Use when parameter values appear in multiple documents and consistency must be verified, especially for quantitative …

dangeles/claude

32

8

researcher Use when comprehensive literature research is needed, especially when quantitative parameters must be sourced from pr…

dangeles/claude

29

9

cfd-bioreactor Use when user needs to simulate fluid flow through bioprocess cartridges, bioreactor geometries, or membrane devices …

dangeles/claude

27

10

requirements-analyst Use when requirements are vague, scope undefined, or success criteria unclear — refines what should be built before i…

dangeles/claude

26

11

edge-case-analyst Use BEFORE implementation, when planning new features or changes, to identify failure scenarios. PRE-implementation o…

dangeles/claude

24

12

literature-researcher Use when performing deep literature-review research — review-paper discovery, targeted deep research (15-30 papers pe…

dangeles/claude

23

13

completion-verifier Use BEFORE marking any task complete, before user handoffs, or at quality checkpoints — verifies requirements satisfi…

dangeles/claude

22

14

software-developer Deprecated as of 2026-05-12. Use python-developer for production-quality Python implementation; chain through bioinfo…

dangeles/claude

22

15

fact-checker Use when documents with quantitative claims need citation verification, especially when every number must trace to a …

dangeles/claude

20

16

senior-developer Use when implementing production-quality Python code within an assigned scope, including component-level architecture…

dangeles/claude

20

17

systematic-troubleshooter Use when encountering errors, bugs, unexpected behavior, or any problem requiring systematic debugging with extended …

dangeles/claude

19

18

essay-pipeline Use when collaboratively writing a science blog essay through interactive thesis development, essay structuring, argu…

dangeles/claude

17

19

lit-synthesizer Use when synthesizing a literature review into publication-quality prose — creating the outline, framing the introduc…

dangeles/claude

17

20

archive-workflow Use when organizing projects — detecting clutter, enforcing naming conventions, structuring directories, managing git…

dangeles/claude

16

21

experimental-planner Use when theoretical calculations need experimental validation, protocols must be designed with clear hypotheses and …

dangeles/claude

16

22

scientific-analysis-architect Use when planning multi-chapter scientific research analyses with expert consultation — produces markdown analysis do…

dangeles/claude

16

23

research-pipeline Use when you need a complete research workflow from initial literature search to polished, fact-checked document. Cha…

dangeles/claude

15

24

synthesizer Use when multiple reviews or paper notes need integration, cross-cutting themes must be identified, or project-specif…

dangeles/claude

15

25

biologist-commentator Use when evaluating biological relevance, methodological appropriateness, or scientific validity of bioinformatics ap…

dangeles/claude

14

26

devils-advocate Use when substantive documents (reviews, analyses, synthesis documents) need adversarial review to strengthen argumen…

dangeles/claude

14

27

economist Use when order-of-magnitude cost estimates are needed to assess financial feasibility, compare cost-effectiveness of …

dangeles/claude

14

28

parallel-coordinator Deprecated as of 2026-06-09. Use superpowers:dispatching-parallel-agents for orchestrating 2+ independent parallel ta…

dangeles/claude

14

29

principal-investigator Use when directing a research project end-to-end — gathering specialist feedback, making final scientific decisions, …

dangeles/claude

14

30

systems-architect Use when designing software architecture, defining data structures, planning scalability, or making technical design …

dangeles/claude

14

31

data-pipeline-manager Design and troubleshoot robust data pipelines with comprehensive quality validation, error handling, and monitoring c…

dangeles/claude

13

32

lit-pm Use when coordinating COMPREHENSIVE adaptive literature reviews (4-24h, 9 stages with parallel review discovery, outl…

dangeles/claude

13

33

brainstorming-pm Use when orchestrating multi-perspective brainstorming sessions requiring parallel agent execution, confidence-weight…

dangeles/claude

12

34

calculator Use when quantitative feasibility checks are needed, order-of-magnitude estimates must be established, or detailed mo…

dangeles/claude

12

35

copilot Use when reviewing code for correctness, efficiency, edge cases, or potential bugs in an adversarial but collaborativ…

dangeles/claude

12

36

editor Use when documents need prose improvement, CLAUDE.md style enforcement (prose over bullets, bridging transitions, com…

dangeles/claude

12

37

essay-fact-checker Use when factual claims in a science blog essay need verification with source URLs, or when proactive research enrich…

dangeles/claude

12

38

essay-voice-matcher Use when written text needs evaluation against a user's writing style profile and sample essays for voice consistency…

dangeles/claude

12

39

git-strategy-advisor Use when deciding git workflow strategy for planned or completed work. Recommends branch creation vs direct commit, b…

dangeles/claude

12

40

junior-developer Use when implementing well-scoped Python tasks with clear requirements, writing unit tests, and producing documented …

dangeles/claude

12

41

pov-expansion Use when seeking analogous solutions from other domains, when stuck on a problem and need fresh perspectives, or when…

dangeles/claude

12

42

technical-pm Use when coordinating multi-agent work with dependencies, parallel workstreams, or complex handoffs requiring milesto…

dangeles/claude

12

43

ai-strategist Use when evaluating AI tools and agentic workflows against workflow gaps, when conducting quarterly landscape scans, …

dangeles/claude

11

44

notebook-debugger Use when encountering Jupyter notebook errors including kernel crashes, environment conflicts, import errors, memory …

dangeles/claude

11

45

program-officer Use when coordinating complex research tasks requiring literature synthesis, quantitative validation, or multi-source…

dangeles/claude

11

46

programming-pm Use when coordinating software development projects requiring multiple specialists (architect, developers, mathematic…

dangeles/claude

11

47

skill-editor Use when creating, modifying, or refactoring Claude Code skills that require structured multi-agent review and qualit…

dangeles/claude

11

48

strategist Use when research direction needs assessment, critical knowledge gaps must be identified, or priorities must be recom…

dangeles/claude

11

49

workflow-coordinator Use when coordinating handoffs between workflows (e.g., skill-editor to programming-pm). Provides universal handoff s…

dangeles/claude

11

50

perspective-swarm Protocol specification for multi-perspective brainstorming via 5 parallel agents with confidence-weighted synthesis. …

dangeles/claude

10