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Data & AI AI Skills

Discover Data & AI skills, compare source repositories and read the instructions for each workflow.

Categories: Data & AI

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GitHub

tbd

jlevy

Lightweight, git-native issue tracking (aka beads) for AI agents. Use for creating, planning, updating, and tracking issues with dependencies. Invoke when user mentions tbd, beads, to-do lists, planning, tracki...

GitHub

clarification-expert

tkersey

Clarify ambiguous requests by researching first, then asking only judgment calls; stop before implementation.

GitHub

commit

tkersey

Create micro-commits (minimal incision) with at least one validation signal per commit.

GitHub

gen-plan

tkersey

Generate iterative `plan-N.md` files in the repo root (max N=5). Use only when asked; clarify before `plan-1.md`; stop at `plan-5.md`.

GitHub

select

tkersey

Preflight bead work: verify beads are in use, confirm explicit start/continue, identify active bead or select next `bd ready`, clarify done criteria, and scope audit before marking `in_progress`.

GitHub

beads

tkersey

bd (beads) issue-tracking workflow; use when `.beads/` exists or when running `bd` commands.

GitHub

trace

tkersey

TRACE (Type/Readability/Atomic/Cognitive/Essential) lens for explaining code and proposing improvements (no edits applied).

GitHub

tk

tkersey

Software surgery: contract → invariants → creative search → inevitable incision; minimal diff, compositional core, proof signal.

GitHub

fix

tkersey

Review+fix protocol with safety guardrails (unsoundness, invariants, footguns, incidental complexity); requires a validation signal.

GitHub

imp

tkersey

Unified shipping + TRACE self-review protocol (beads, proof, PR). Explicit-only.

GitHub

gen-beads

tkersey

Convert a project plan written in a Markdown file into a complete bd beads graph (tasks, subtasks, dependencies) using only bd for creation and edits, then review and optimize each bead. Use when asked to beadi...

GitHub

universalist

tkersey

Algebra-Driven Design (ADD): model domains via minimal algebra + laws; encode in types; test laws.

GitHub

prove-it

tkersey

Gauntlet for absolute claims (always/never/guaranteed/optimal); pressure-test, then refine with explicit boundaries.

GitHub

ship

tkersey

Finalize work after validation: confirm a signal, capture proof in PR description and bead comment (if beads), and open a PR (no merge). Use when asked to ship, finish, or open a PR.

GitHub

cx

tkersey

Spawn Codex CLI sub-agents non-interactively with fixed model/effort and required flags (web search, skills, yolo). Use when dispatching a single agent per bead via codex exec with a positional prompt string an...

GitHub

web-browser

tkersey

Automate Chrome/Chromium via CDP: navigate, click, fill forms, evaluate JS, screenshot, scrape.

GitHub

zig

tkersey

Zig runbook: performance (SIMD + threads), build/test, comptime patterns, allocators, build.zig/build.zig.zon, zero-copy parsing, C interop.

GitHub

join

tkersey

PR autopilot: create/manage PRs, enforce CI gates, apply surgical fixes, and squash-merge via `gh`.

GitHub

method

tkersey

Create a new skill that encodes a team’s bead-implementation method and packages it as a .skill. Use only when the user explicitly says "$method".

The default order uses GitHub repository stars from our indexed data. Stars belong to the source repository and may be shared by multiple skills. They indicate repository interest, not skill installs or an independent quality score.

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