daviddwlee84/agent-skills

1

project-knowledge-harness Set up a structured project memory for any software project — TODO.md as priority/effort-tagged index of future work,…

daviddwlee84/agent-skills

70

2

agent-history-hygiene Commit SpecStory transcripts and Claude/Cursor/OpenCode/Codex plans with feature diffs, derive staged `AI-Assisted-By…

daviddwlee84/agent-skills

57

3

mkdocs-site-bootstrap Bootstrap or maintain MkDocs Material docs sites with GitHub Pages, strict two-pass i18n plus default-language llms.t…

daviddwlee84/agent-skills

49

4

skill-author Author a new agent skill or refactor an existing one to follow agentskills.io best practices — gotchas sections, outp…

daviddwlee84/agent-skills

19

5

skill-creator Create new skills, modify and improve existing skills, and measure skill performance.

daviddwlee84/agent-skills

19

6

marimo-notebook Write a marimo notebook in a Python file in the right format.

daviddwlee84/agent-skills

9

7

pueue-job-queue Drive Nukesor/pueue (https://github.com/Nukesor/pueue) for queued, parallel, scheduled, and lightly-DAG'd shell jobs …

daviddwlee84/agent-skills

8

8

anywidget-generator Generate anywidget components for marimo notebooks.

daviddwlee84/agent-skills

6

9

frontend-design Guidance for distinctive, intentional visual design when building new UI or reshaping an existing one. Helps with aes…

daviddwlee84/agent-skills

5

10

marimo-batch-mlflow Prepare a marimo notebook to run as both an interactive UI and a scheduled batch script, using Tyro for CLI parsing (…

daviddwlee84/agent-skills

5

11

mcp-builder Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external servi…

daviddwlee84/agent-skills

5

12

nextjs Next.js App Router expert guidance. Use when building, debugging, or architecting Next.js applications — routing, Ser…

daviddwlee84/agent-skills

5

13

shadcn shadcn/ui expert guidance — CLI, component installation, composition patterns, custom registries, theming, Tailwind C…

daviddwlee84/agent-skills

5

14

supabase Use when doing ANY task involving Supabase. Triggers: Supabase products (Database, Auth, Edge Functions, Realtime, St…

daviddwlee84/agent-skills

5

15

demo-evidence Capture acceptance evidence — screenshots, terminal/screen recordings, HTTP logs — for a just-built feature into a gi…

daviddwlee84/agent-skills

4

16

experiment-knowledge-harness Set up and operate a research-experiment memory for ML/DL/Quant projects — LEDGER.md of numbered findings (what we be…

daviddwlee84/agent-skills

4

17

mlflow-tracking Set up and operate MLflow for ML experiment tracking, model registry, and LLM tracing in any Python project. Covers t…

daviddwlee84/agent-skills

4

18

raycast-extension-dev Build, verify, and ship Raycast extensions in TypeScript with @raycast/api. Use when the user says "Raycast extension…

daviddwlee84/agent-skills

4

19

streamlit-to-marimo Convert a Streamlit app to a marimo notebook

daviddwlee84/agent-skills

4

20

dvc-ml-workflow Set up and operate a DVC (Data Version Control) workflow for ML projects — `dvc init`, `dvc.yaml` pipelines, `params.…

daviddwlee84/agent-skills

3

21

python-project-best-practice Modern Python project conventions for the agentic-coding era: uv + src layout, Tyro CLIs with shell completion, marim…

daviddwlee84/agent-skills

3

22

quantatitive-factor-researcher assists in designing, evaluating and implementing factor-based investment strategies with Python

daviddwlee84/agent-skills

3

23

react-best-practices React best-practices reviewer for TSX files. Triggers after editing multiple TSX components to run a condensed qualit…

daviddwlee84/agent-skills

3

24

slurm-hpc

daviddwlee84/agent-skills

3

25

supabase-postgres-best-practices Postgres best practices maintained by Supabase, for Postgres running anywhere. Load this skill BEFORE writing or chan…

daviddwlee84/agent-skills

3

26

clash-proxy-api Use when diagnosing an unreachable website through Clash/mihomo, observing matched rules and proxy chains, checking n…

daviddwlee84/agent-skills

2

27

git-workflow Opinionated, scale-aware git workflow — English Conventional Commits, cross-harness AI provenance (`AI-Assisted-By` +…

daviddwlee84/agent-skills

2

28

long-running-jobs Decide how an agent should wait for work that outlives a turn — training runs, Slurm/sbatch jobs, sweeps, long builds…

daviddwlee84/agent-skills

2

29

vercel-storage Vercel storage expert guidance — Blob, Global Config (formerly Edge Config), and Marketplace storage (Neon Postgres, …

daviddwlee84/agent-skills

2

30

web-design-guidelines Review UI code for Web Interface Guidelines compliance. Use when asked to "review my UI", "check accessibility", "aud…

daviddwlee84/agent-skills

2

31

webapp-testing Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functio…

daviddwlee84/agent-skills

2

32

12-factor-agent-design-review Design and evidence-review LLM systems with HumanLayer's 12-Factor Agents. Use whenever planning or auditing an LLM w…

daviddwlee84/agent-skills

1

33

chordpro Author, convert, validate, render, and transpose ChordPro chord sheets, and build one for a song from an existing onl…

daviddwlee84/agent-skills

1

34

ci-fix Diagnose and fix GitHub Actions CI failures. Inspects workflow runs and logs, identifies root causes, implements mini…

daviddwlee84/agent-skills

1

35

cli-release-distribution Ship a compiled CLI (Go/Rust) to real users: tag-triggered GoReleaser/cargo-dist cross-compilation, GitHub Releases w…

daviddwlee84/agent-skills

1

36

code-review Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes: Standards (does the code …

daviddwlee84/agent-skills

1

37

codebase-design Shared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find…

daviddwlee84/agent-skills

1

38

create-pull-request Create a GitHub pull request following project conventions. Use when the user asks to create a PR, submit changes for…

daviddwlee84/agent-skills

1

39

deep-research Use when the user needs multi-source research with citation tracking, evidence persistence, and structured report gen…

daviddwlee84/agent-skills

1

40

diagnosing-bugs Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports …

daviddwlee84/agent-skills

1

41

domain-modeling Build and sharpen a project's domain model. Use when discussing codebase terminology, writing or editing a CONTEXT.md…

daviddwlee84/agent-skills

1

42

fastapi-ai-interview-prep FastAPI + AI engineering interview preparation — 100 self-contained Q&A across 10 topics (ASGI, Pydantic, REST, depen…

daviddwlee84/agent-skills

1

43

fastapi-ai-patterns Production patterns and gotchas for building FastAPI services, especially AI/ML/LLM serving. Use when you build, revi…

daviddwlee84/agent-skills

1

44

fastapi-ai-scaffold Scaffold a production-grade FastAPI AI/ML service from a bundled, opinionated skeleton. Use when starting a new FastA…

daviddwlee84/agent-skills

1

45

github-bug-report-triage Triage GitHub bug reports for actionability. Use when evaluating whether a bug issue has sufficient detail and identi…

daviddwlee84/agent-skills

1

46

github-issue-dedupe Detect duplicate GitHub issues using semantic search and keyword matching. Use when asked to find duplicates, check f…

daviddwlee84/agent-skills

1

47

grill-with-docs A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.

daviddwlee84/agent-skills

1

48

grilling Grill the user relentlessly about a plan, decision, or idea. Use when the user wants to stress-test their thinking, o…

daviddwlee84/agent-skills

1

49

gstack-openclaw-ceo-review Use when asked to review a plan, challenge a proposal, run a CEO review, poke holes in an approach, think bigger abou…

daviddwlee84/agent-skills

1

50

gstack-openclaw-investigate Use when asked to debug, fix a bug, investigate an error, or do root cause analysis, and when users report errors, st…

daviddwlee84/agent-skills

1