claude

doe

Design-of-experiments toolkit for cutting debugging and tuning iterations: taguchi orthogonal arrays for factor isolation, pairwise covering arrays for arbitrary level mixes, group-testing shrink for single-culprit hunts, S/N-ratio tuning for knob optimization

11 on GitHubby Aleksei Sviridkinv2.4.0BSD-3-Clauseupdated 1 month agodevelopment
/

Plugin doe from marketplace claude-code-companions in lexfrei/ccc. Commands read from the repo's manifest — 1 month ago.

What it installs

Skills (4)

  • pairwise

    Generate a minimal pairwise covering array for factors with arbitrary mixed level counts, using the bundled deterministic generator. TRIGGER — invoke when a debugging or testing plan has 3+ independent factors whose level counts do not fit the fixed taguchi arrays (a 4-level factor, a 5-value enum,

  • shrink

    Find the guilty few among many boolean suspects with group testing (split-half, delta debugging) instead of toggling one thing at a time. TRIGGER — invoke when 8+ independently toggleable suspects (feature flags, config lines, env-var deltas, patches, plugins, extensions, imports) hide an expected s

  • taguchi

    Plan a minimal set of debugging or testing runs with a Taguchi orthogonal array instead of changing one factor at a time. TRIGGER — invoke proactively whenever a debugging, tuning, or repro plan involves 3+ independent candidate factors (flags, versions, environments, config values) and each run is

  • tune

    Optimize a numeric outcome (latency, throughput, memory, cost) over 3+ knobs with a Taguchi designed experiment and S/N-ratio analysis instead of tweaking one knob at a time. TRIGGER — invoke when the task is picking values for several potentially interacting knobs (resource limits, timeouts, pool s

View source on GitHub

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become

claude

Session role switches plus the specialist agent workforce they run. Roles: manager — turn the session into the lead of a subagent fleet that briefs teammates, delegates whole loops, approves their output inside the delegated scope, integrates by ground truth, and reports upward in short digests instead of executing directly. Bundled agents, spawnable as fleet teammates or callable directly as @agent-become:<name>: architecture (technical decisions and .architecture.yaml), go, python, templ (Templ and HTMX frontend), kubernetes (manifests and ArgoCD), helm (charts), containers (image builds), quality (lint, tests, security, then commit and push), hygiene (AI-artifact cleanup)

1 skill · 9 agents

11

cleanup

claude

Local disk cleanup utilities: stale git worktrees, dead personal forks, Docker prune (incl. non-default buildx builders and VM disk trim), Go caches, and Homebrew — each runs report → confirm → execute with interactive prompts, plus one orchestrating pipeline

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lkml

claude

Linux kernel mailing-list workflow: reading and monitoring threads on lore.kernel.org, checking patch state in patchwork, replying to review inline, submitting patch series with git send-email, and the communication rules that keep a submission alive — recipients, timing, tone, and prose that passes maintainer review

5 skills

11

git-tools

claude

Git workflow utilities: fork refresh and repo setup with branch protection

2 skills

11

infostyle

claude

Russian text editing in информационный стиль (Ilyahov, Sarycheva). Ships **infostyle** — a full edit pass over prose that starts from context, audience and the reader's useful action, then works structure, paragraph, sentence, word and presentation, with a stop-word catalogue (вводные, неопределённое, заумь, оценки, штампы), bureaucratese repairs, genre checklists (текст о себе, о компании, отчёты, пресс-релиз, слайды, промостраница) and a hard ban on inventing the facts that replace value judgements — and **infostyle-letter** — business correspondence on respect and care instead of ritual politeness: informative subject lines, substance in the first paragraph, boundaries, the do-not-send-on-emotion check, cold emails, complaints, pars, reminders and job replies. Three modes: rewrite, review-only, or re-layout without touching a single word

2 skills

11

Comprehensive PR review pipeline: a pre-review readiness gate (stops on merge conflicts or red code-related CI with a fix-it note, no verdict), branch-level analysis with merge-base attribution (the verdict is decided only by defects the diff introduced, worsened, or interacts with — purely pre-existing defects are reported in full in a separate outside-findings section and routed to a filed issue, parked branch, or memory entry instead of blocking), sequential Claude+Codex dual-model review with evidence-based verification, and opt-in GitHub PR review publishing under a five-frame substance framework. A value/design gate weighs whether the change should exist at all — value versus permanent maintenance cost, right layer, root cause in-repo versus upstream — and can block a PR even when the code is flawless. Remedies stay proportional: changed logic needs tests in the existing test surface, fixed prose is its own deliverable, and a new checker or guard script is never a required remedy. Findings carry git-computed origin labels (feature vs churn) that diagnose diverging review loops without ever touching the verdict. Reviews land on an LGTM or NOT LGTM verdict, compatible with non-blocking recommendations; the only no-verdict path is the readiness gate's fix-CI / fix-conflicts note. A provenance pass blocks model-advertising trailers (Assisted-by takes only LLM), session links, commit messages and comments that narrate WHAT instead of WHY, and machine-written code without an Assisted-by: LLM disclosure.

2 skills

11

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