edwinhu/workflows

1

dev-implement This skill should be used when the user asks to 'implement the plan', 'start building', or 'execute the tasks'.

edwinhu/workflows

5

2

dev-tdd This skill should be used when the user asks to 'implement using TDD', 'test-driven development', 'RED-GREEN-REFACTOR…

edwinhu/workflows

5

3

dev-test This skill should be used when the user needs to 'debug web applications', 'test UI interactions', 'capture screensho…

edwinhu/workflows

5

4

dev-tools This skill should be used when the user asks 'what development tools are available', 'list dev plugins', 'what MCP se…

edwinhu/workflows

5

5

dev-worktree This skill should be used when the user asks to "create an isolated worktree", "set up worktree for feature", "create…

edwinhu/workflows

5

6

ds-fix This skill should be used when the user asks to 'fix analysis', 'wrong results', 'notebook error', 'reviewer feedback…

edwinhu/workflows

5

7

ds-tools This skill should be used when the user asks 'what data science tools are available', 'list data analysis plugins', '…

edwinhu/workflows

5

8

headline-card Use this skill when the user asks to add news headline cards, 'Last Week Tonight'-style cards, headline slides, news …

edwinhu/workflows

5

9

law-review-docx Use this skill to BUILD a formatted Word document from LAW REVIEW / legal MARKDOWN drafts — Bluebook footnotes, TOC, …

edwinhu/workflows

5

10

plugin-creator This skill should be used when the user asks to 'create a plugin', 'scaffold a plugin', 'set up plugin structure', 'n…

edwinhu/workflows

5

11

research ALWAYS use for ANY request to find academic papers - "find papers on X", "what does the literature say about X", "is …

edwinhu/workflows

5

12

using-skills Injected verbatim into every session by hooks/session-start.ts. Nothing triggers on this description — both invocatio…

edwinhu/workflows

5

13

workshop-revise This skill should be used when the user asks to 'revise workshop slides', 'fix presentation', 'update slides', 'chang…

edwinhu/workflows

5

14

cite-check ALWAYS use when a draft's citations need checking against what the sources actually say — 'check citations', 'check m…

edwinhu/workflows

4

15

deep-research ALWAYS load before attempting a broad web-grounded research report - "deep research this", "do a deep dive on X", "co…

edwinhu/workflows

4

16

dev-clarify Asks targeted clarification questions based on codebase exploration findings.

edwinhu/workflows

4

17

dev-explore This skill should be used when the user asks to 'explore the codebase', 'map architecture', 'find similar features', …

edwinhu/workflows

4

18

dev-handoff This skill should be used when the user asks to 'pause work', 'hand off session', 'save progress', 'create handoff', …

edwinhu/workflows

4

19

dev-plan-reviewer Internal skill used by dev-design at Phase 4 exit gate. Dispatches a reviewer subagent to verify PLAN.md quality befo…

edwinhu/workflows

4

20

dev-review This skill should be used when the user asks to 'review the code', 'check implementation quality', or 'run code revie…

edwinhu/workflows

4

21

dev-spec-reviewer Internal skill used by /dev at the Phase 1 (brainstorm) exit gate. Dispatches a reviewer subagent to verify SPEC.md c…

edwinhu/workflows

4

22

dev-test-chrome This skill should be used when testing web applications with Chrome MCP tools, debugging console errors, monitoring n…

edwinhu/workflows

4

23

dev-test-gaps This skill should be used when validating test coverage against requirements, after implementation tasks complete (Ph…

edwinhu/workflows

4

24

dev-test-hammerspoon This skill should be used when the user asks to "debug macOS app", "test native app", "automate macOS workflow", "tes…

edwinhu/workflows

4

25

dev-test-linux This skill should be used when the user asks to "test Linux desktop apps", "automate GTK/Qt applications", "test with…

edwinhu/workflows

4

26

dev-test-playwright This skill should be used when testing web applications with Playwright MCP, running headless E2E tests, cross-browse…

edwinhu/workflows

4

27

dev-verify This skill should be used when the user asks to 'verify completion', 'check that tests pass', 'confirm feature works'…

edwinhu/workflows

4

28

ds-delegate Subagent delegation for data analysis. Dispatches fresh Task agents with output-first verification.

edwinhu/workflows

4

29

ds-handoff Create structured handoff document for DS workflow session pause/resume.

edwinhu/workflows

4

30

ds-implement Phase 3 of the /ds workflow — analysis task execution. Invoked by the ds-plan chain; not user-invocable.

edwinhu/workflows

4

31

ds-plan Phase 2 of the /ds workflow — data profiling and task breakdown. Invoked by the ds-brainstorm chain; not user-invocab…

edwinhu/workflows

4

32

ds-plan-reviewer Internal skill used by ds-plan at Phase 2 exit gate. Dispatches a reviewer subagent to verify PLAN.md quality before …

edwinhu/workflows

4

33

ds-review This skill should be used when running Phase 4 of the /ds workflow or reviewing data analysis methodology.

edwinhu/workflows

4

34

ds-spec-reviewer Internal skill used by ds-brainstorm at Phase 1 exit gate. Dispatches a reviewer subagent to verify SPEC.md completen…

edwinhu/workflows

4

35

ds-validate Validate analysis outputs against SPEC.md requirements using DQ checks.

edwinhu/workflows

4

36

ds-verify This skill should be used when the user asks to 'verify analysis results', 'check reproducibility', 'validate data sc…

edwinhu/workflows

4

37

hpc Use when submitting jobs to UVA HPC (Rivanna/Afton), writing Slurm scripts (sbatch/srun/squeue), converting SGE to Sl…

edwinhu/workflows

4

38

paperpile Use when the user asks to "add paper", "paperpile add", "fetch PDF for", "find and add", "search paperpile", "find in…

edwinhu/workflows

4

39

typst-test-slide This skill should be used when the user asks to 'test a slide', 'isolate a slide', 'debug a slide', 'preview a single…

edwinhu/workflows

4

40

dewey Use when "query Dewey Data", "deweydata.io", "SafeGraph places/patterns/spend", "Advan foot traffic", "POI / points o…

edwinhu/workflows

3

41

writing-lit-review Internal skill for literature review and source materialization. Called after brainstorm, before setup. NOT user-faci…

edwinhu/workflows

3

42

bright-data Use when "query Bright Data", "Bright Data datasets", "Bright Data Web Archive / Wayback alternative", "scrape with W…

edwinhu/workflows

2

43

court-dockets This skill should be used when the user asks to "get the complaint PDFs", "harvest court documents", "pull the docket…

edwinhu/workflows

1

44

courtlistener Use when the user says 'CourtListener', 'Free Law Project', 'RECAP', 'PACER data', 'court opinions', 'get the opinion…

edwinhu/workflows

1

45

craft Use when the user says "craft this", "run a craft loop", "do this properly", "take this through clarify plan and veri…

edwinhu/workflows

1

46

crsp-lseg-splice Use when "CRSP is stale / out of date", "CRSP only goes through December", "my panel ends in December", "why do my re…

edwinhu/workflows

1

47

crsp-v2 Use when "CRSP CIZ", "CRSP v2", "CRSP flat file format 2.0", "crsp.dsf_v2 / msf_v2", "StkDlySecurityData", "StkMthSec…

edwinhu/workflows

1

48

de-ai-revise ALWAYS use when prose needs to stop sounding machine-written — 'de-AI this', 'make it sound less like AI', 'this read…

edwinhu/workflows

1

49

docx-render Use when an EXISTING .docx, .doc, .pptx or .xlsx has to become a PDF or PNG — 'convert docx to pdf', 'docx to pdf', '…

edwinhu/workflows

1

50

docx-repair Use to REPAIR a .docx damaged by a Google Docs or Word Online round-trip — the package/XML wiring, the footnote marku…

edwinhu/workflows

1