스킬 레이더 · GITHUB
실제 사용량으로 검증된 유용한 Agent Skills.
공개 저장소의 검증된 Skills를 기능, 패키지 구성, 설치 수, 출처 근거에 따라 비교할 수 있습니다.
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- 검증 완료
- Skills
- 5,771
- 저장소
- 824
- 최근 동기화
- 2026. 9. 8.
wanshuiyinresult-to-claim
Use when experiments complete to judge what claims the results support, what they don't, and what evidence is still missing. Codex MCP evaluates results against intended claims and routes to next action (pivot, supplement, or confirm). Use after experiments finish — before writing the paper or running ablations.
- 설치 수
- 1
- GitHub Stars
- 1.6만
- 업데이트
- 9월 6일
wanshuiyinrun-experiment
Deploy and run ML experiments on local, remote, Vast.ai, or Modal serverless GPU. Use when user says "run experiment", "deploy to server", "跑实验", or needs to launch training jobs.
- 설치 수
- 1
- GitHub Stars
- 1.6만
- 업데이트
- 9월 6일
wanshuiyinsemantic-scholar
Search published venue papers (IEEE, ACM, Springer, etc.) via Semantic Scholar API. Complements /arxiv (preprints) with citation counts, venue metadata, and TLDR. Use when user says "search semantic scholar", "find IEEE papers", "find journal papers", "venue papers", "citation search", or wants published literature beyond arXiv preprints.
- 설치 수
- 1
- GitHub Stars
- 1.6만
- 업데이트
- 9월 6일
wanshuiyinserverless-modal
Run GPU workloads on Modal — training, fine-tuning, inference, batch processing. Zero-config serverless: no SSH, no Docker, auto scale-to-zero. Use when user says \"modal run\", \"modal training\", \"modal inference\", \"deploy to modal\", \"need a GPU\", \"run on modal\", \"serverless GPU\", or needs remote GPU compute.
- 설치 수
- 1
- GitHub Stars
- 1.6만
- 업데이트
- 9월 6일
wanshuiyinslides-polish
Per-page Codex review + targeted python-pptx / Beamer fixes for academic talk slides. Use AFTER /paper-slides (or any externally generated PPTX/Beamer) when the deck looks 'mostly OK' but the user wants a final pass that aligns visual weight with a reference, bumps PPTX fonts to projector-readable size, kills italic style leaks, fixes text-frame overflow, and catches per-slide layout drift. Trigger phrases: \"polish slides\", \"slides 排版不对\", \"PPTX 字体太小\", \"和 Beamer 比一下\", \"per-page review\", \"和 codex 一页一页过\".
- 설치 수
- 1
- GitHub Stars
- 1.6만
- 업데이트
- 9월 6일
wanshuiyintraining-check
Periodically check WandB metrics during training to catch problems early (NaN, loss divergence, idle GPUs). Avoids wasting GPU hours on broken runs. Use when training is running and you want automated health checks.
- 설치 수
- 1
- GitHub Stars
- 1.6만
- 업데이트
- 9월 6일
wanshuiyinweb-debug-search
Search GitHub, Stack Exchange, Chinese technical communities, official documentation, and general developer web sources for software errors, compatibility problems, API usage questions, and real-world workarounds. Use for debugging and discovery only; results are not paper-citation evidence.
- 설치 수
- 1
- GitHub Stars
- 1.6만
- 업데이트
- 9월 6일
wanshuiyinwiki-enrich
Fill in the per-paper TODO sections of research-wiki/papers/ .md pages that literature-ingest skills leave as bare scaffolds. Use when user says 'enrich wiki', 'fill paper TODOs', 'wiki body 補完', '把 paper 摘要寫進 wiki', 'research-wiki 自動填', or after a batch ingest that left papers/ as TODO scaffolds.
- 설치 수
- 1
- GitHub Stars
- 1.6만
- 업데이트
- 9월 6일
emdash-cmsbuilding-emdash-site
Build and customize EmDash CMS sites on Astro. Use when creating pages, defining collections, writing seed files, querying content, rendering Portable Text, setting up menus/taxonomies/widgets, configuring deployment, or any task involving an EmDash-powered Astro site. Assumes basic Astro knowledge but provides all EmDash-specific patterns.
- 설치 수
- 1
- GitHub Stars
- 1.2만
- 업데이트
- 9월 8일
emdash-cmsemdash-cli
Use the EmDash CLI to manage content, schema, media, and more. Use this skill when you need to interact with a running EmDash instance from the command line — creating content, managing collections, uploading media, generating types, or scripting CMS operations.
- 설치 수
- 1
- GitHub Stars
- 1.2만
- 업데이트
- 9월 8일
handsomestweipatent-disclosure-skill
中国专利技能：挖掘专利点与编写交底书（发明/实用/外观），把已有交底改写成申请文件四件套，也可按材料交底申请一起做，按著录字段检索公布公告，通俗解读专利，对照审查口径出政策简报，辅助审查答复。| China patents skill: mine patent points and draft disclosures, rewrite an existing disclosure into application documents, or chain disclosure-then-application from inventor materials in one pass (ask when facts are missing; at most three issue-list rounds), search CNIPA bibliographic records, explain patents, brief examination-policy changes, and assist office-action responses.
- 설치 수
- 1
- GitHub Stars
- 8.6천
- 업데이트
- 9월 7일
cursorprinciple-attack-the-premise
Apply when two or more fixes that share one premise have failed the same gate. Take a census of which actors hold the imbalance before the next fix, then question the premise instead of writing another fix that assumes it.
- 설치 수
- 1
- GitHub Stars
- 7.1천
- 업데이트
- 9월 8일
cursorprinciple-test-behavior-not-implementation
Apply when you write, change, or keep a test. Call the code the way its users do and assert the result they observe against a literal expected value. If the test would still pass when every imported function returns undefined, rewrite the assertion or delete the test.
- 설치 수
- 1
- GitHub Stars
- 7.1천
- 업데이트
- 9월 8일
pierrecomputerdiffs
Use when an app uses @pierre/diffs to render or edit code files, diffs, patches, merge conflicts, or CodeView review surfaces, including React, vanilla JavaScript, SSR, workers, annotations, selection, and custom Shiki languages or themes.
- 설치 수
- 1
- GitHub Stars
- 6.1천
- 업데이트
- 9월 8일
mvanhornprinting-press-amend
Amend a published CLI from one of two input sources: (1) dogfood mode mines the active Claude Code session transcript for friction (missing flags, hand- rolled API payloads, silent-null returns); (2) direct-input mode accepts user-supplied asks (rename a command, add commands or feeds, fix a named bug, optionally sniff the source site for new endpoints). Confirms scope with the user, plans + executes the fix autonomously, scrubs PII, and opens a PR against mvanhorn/printing-press-library. Two user-in-loop checkpoints: scope after capture, PR draft before open. Trigger phrases: "amend the CLI", "submit a patch", "fix what I just dogfooded", "open a PR for this CLI", "patch this CLI", "add features to my CLI", "rename this command", "add these feeds to ", "sniff for new APIs in ", "amend with these ideas", "use printing-press-amend", "run printing-press-amend".
- 설치 수
- 1
- GitHub Stars
- 4.6천
- 업데이트
- 9월 7일
mvanhornprinting-press-import
Bring a published CLI from the public library into the internal library so it's identical to a freshly-generated copy — module path reverted, manuscripts placed alongside, ready for /printing-press-polish or /printing-press-emboss. Use when the public library has a CLI you don't have locally, or to recover from a broken/lost internal copy. Trigger phrases: "import the CLI", "bring it into my library", "fetch from public library", "I don't have it locally yet".
- 설치 수
- 1
- GitHub Stars
- 4.6천
- 업데이트
- 9월 7일
mvanhornprinting-press-score
Score a generated CLI against the Steinberger bar, compare two CLIs side-by-side
- 설치 수
- 1
- GitHub Stars
- 4.6천
- 업데이트
- 9월 7일
vercelflags-sdk
Set up and use feature flags and A/B tests with the Flags SDK (flags npm package) and Vercel Flags. Use when installing or configuring the SDK, adding a new or existing flag, wiring vercelAdapter (OIDC or SDK keys), declaring flags with flag(), using the vercel flags CLI (create, inspect, list, enable, disable, set, update, split, rollout, rules, segments, use-targeting, evaluations, versions, open, archive, unarchive, rm, sdk-keys, override, prepare), setting up providers/adapters (Vercel, Statsig, LaunchDarkly, PostHog, GrowthBook, Global Config, OpenFeature, Split, Flagsmith, Reflag, Optimizely, or custom), precompute, identify/dedupe, Flags Explorer/Toolbar, Next.js or SvelteKit, or encrypting flag values. Triggers: feature flags, feature gates, A/B testing, experimentation, gradual rollout, traffic split, targeting rules, flag overrides, precompute, Flags Explorer, Vercel Flags, vercel flags CLI, flags/next, flags/sveltekit, flags/react, @flags-sdk/.
- 설치 수
- 1
- GitHub Stars
- 621
- 업데이트
- 9월 7일
avdleeupdate-swiftui-apis
Scan Apple's SwiftUI documentation for deprecated APIs and update the SwiftUI Expert Skill with modern replacements. Use when asked to "update latest APIs", "refresh deprecated SwiftUI APIs", "check for new SwiftUI deprecations", "scan for API changes", or after a new iOS/Xcode release. Requires the Sosumi MCP to be available.
- 설치 수
- 1
- GitHub Stars
- 3.5천
- 업데이트
- 8월 12일
thananondebug-mantra
Four-mantra debugging discipline — reproduce, trace the fail path, falsify the hypothesis, cross-reference every breadcrumb. Recite the mantra block verbatim at the start of any debugging session, then apply the four steps in order before proposing any fix. Trigger on /debug-mantra and proactively whenever debugging starts — user reports a bug, says something is broken/throwing/failing, asks to debug/diagnose/investigate an issue, or pastes a stack trace or error log.
- 설치 수
- 1
- GitHub Stars
- 3.2천
- 업데이트
- 6월 14일
thananonmanagement-talk
Rewrite engineer-to-engineer content for engineering-org leadership (VPs, directors, PMs, release managers, execs in an engineering-savvy company) and shape it for the channel it is going to — JIRA comment, Slack post, async standup line, email, or meeting talking-points. Trigger when the user asks to write/rewrite for management / exec / VP / director / PM / release manager, asks for an "executive summary / leadership update / status update", says "make this less technical / less jargony", or asks for a slack / email / standup / meeting version of work originally written engineer-to-engineer.
- 설치 수
- 1
- GitHub Stars
- 3.2천
- 업데이트
- 6월 14일
thananonpost-mortem
Write the canonical engineering record of a fixed bug — root cause, mechanism, fix, validation, and how it slipped through. Engineer-audience, code identifiers welcome. Use after a debug session lands a fix, before closing the ticket. Trigger on /post-mortem, when the user says "write the post-mortem / postmortem / RCA / root cause analysis", "document this fix", "write up the root cause", "close out this bug with a writeup", or hands you a fixed-and-validated bug and asks for the writeup.
- 설치 수
- 1
- GitHub Stars
- 3.2천
- 업데이트
- 6월 14일
thananonqwen-agent
Delegate menial, well-scoped coding tasks to a cheap Qwen-backed subagent via the claude-9arm command instead of burning Claude tokens/quota. Use when the work is mechanical and low-risk — bulk renames, formatting, boilerplate, find-replace, grep-style search & summarization, reading/condensing logs or files, test/docstring/comment scaffolding, or running builds/linters/tests and reporting pass-fail. Also use when the user says "use qwen", "delegate this", "send it to 9arm/qwen", or "do this cheaply". Do NOT use for architecture, design, debugging judgment, security-sensitive edits, or anything needing this conversation's context.
- 설치 수
- 1
- GitHub Stars
- 3.2천
- 업데이트
- 6월 14일
thananonqwenchance
Keeps a long Claude Code task on-track — breaks out of looping/circular thinking, watches the context budget, bounds internal reasoning, and triggers a clean handoff before the window fills. Use when the model is repeating steps, re-reading the same files, second-guessing in circles, stuck or spinning, or running a long multi-step task at risk of exhausting context. Also use when the user says it is "looping", "going in circles", "stuck", "repeating itself", or asks for a handoff before running out of context.
- 설치 수
- 1
- GitHub Stars
- 3.2천
- 업데이트
- 6월 14일