ahgraber/skills

1

antislop-writing Write, rewrite, or line-edit prose so it reads as a professional wrote it, not a model: clear, specific, register-app…

ahgraber/skills

11

2

deep-research Use when the user wants a deep, multi-source, fact-checked web research report on a topic too broad for a single sear…

ahgraber/skills

11

3

security-deep-scan Use when the user asks for a deep, exhaustive, multi-pass, or variance-reducing repository-wide or scoped-path securi…

ahgraber/skills

10

4

security-fix-finding Use when the user explicitly asks to fix and verify a validated or plausible security finding. Do not use as the prim…

ahgraber/skills

10

5

security-scan Use when the user asks for a security scan or review of a repository, a scoped path (package, folder, or submodule), …

ahgraber/skills

10

6

security-triage-finding Use when the user supplies existing security findings or vulnerability reports — SARIF results, CVE/GHSA or advisory …

ahgraber/skills

10

7

visual-brainstorming Browser-based visual companion for brainstorming sessions — showing mockups, wireframes, diagrams, and side-by-side c…

ahgraber/skills

10

8

interactive-notebook-demo Use when authoring or reviewing a hands-on demo, tour, or walkthrough notebook (`#%%` percent-format or Jupyter) that…

ahgraber/skills

9

9

explain-diff Use when the user wants a rich, interactive explanation of a code change — a diff, branch, commit, staged changes, or…

ahgraber/skills

6

10

subagent-patterns Use when dispatching development work to one or more subagents and deciding how to shape each dispatch. Triggers: "us…

ahgraber/skills

6

11

ai-skills Best practices for designing, writing, testing, and packaging AI skills (SKILL.md-based). Use when creating new skill…

ahgraber/skills

3

12

debugging Use when a bug, test failure, build break, regression, flaky test, or unexpected behavior appears — before proposing …

ahgraber/skills

3

13

refactor Use when changing the structure of working code without changing its behavior: decomposing an oversized function, ext…

ahgraber/skills

3

14

show-me Use when the user needs to see something to answer the current question — a sketch of logic, runtime flow, UI structu…

ahgraber/skills

2

15

grill-me Use when the user wants an elicitative interview — reaching alignment on a plan, decision, or idea by drawing out the…

ahgraber/skills

1

16

teach-me Use when the user wants to be taught a subject, not just answered — "teach me X", "help me learn X", "help me underst…

ahgraber/skills

1