AI Skills That Actually Do Things — 中文優先的 Claude Code / Codex agent skills 合集 · Reusable bilingual skills for any LLM workflow
Install
npx skills add KerberosClaw/kc_ai_skillsgh skill install KerberosClaw/kc_ai_skillsgit clone --depth 1 https://github.com/KerberosClaw/kc_ai_skillsSkills in this collection
- AdrΧηλή 🐾 ΚέρβεροςUse when a durable technical decision was just made in conversation and should be recorded, or when user asks to write/record an ADR (開 ADR / 記個決策 / 這要不要 ADR). Runs a three-gate check FIRST and actively talks the user out of writing one when the decision doesn't qualify — then writes a lightweight (title + 1-3 sentences) ADR following the repo's own ADR conventions if any exist.
- AlignΧηλή 🐾 ΚέρβεροςReconcile existing repository documentation with the current implementation, especially after verified hotfixes or after QA in an unattended task. A manual run first asks whether to align only the docs a specific change touched (trigger scope) or rescan the whole repo; unattended runs use the scope the dispatch states and default to the whole repo.
- Character LoraΧηλή 🐾 ΚέρβεροςUse when the user wants to build a consistent-identity LoRA for an original character — defining the character, generating a face/body-consistent multi-angle dataset (via the gpt-image-gen skill for codex image generation), captioning it, doing base-specific homework, training on a chosen base (Pony / Z-Image / others) on a local GPU, and producing a usable LoRA.
- Conference ReportΧηλή 🐾 ΚέρβεροςUse when the user attended one or more sessions of a conference (with audio recordings + slide photos) and needs help building (1) faithful per-session reconstructions in markdown (slide visuals + speaker transcript with Whisper hallucination annotations), and (2) a downstream report deliverable whose scope and format are decided interactively with the user.
- Ctf KitΧηλή 🐾 ΚέρβεροςUse when the user is solving an authorized CTF / lab reverse-engineering challenge focused on Windows application authentication or license-check bypass. Guides triage → static analysis → dynamic experiment planning → bypass verification, with strong evidence discipline and VM safety boundaries.
- DiagnoseΧηλή 🐾 ΚέρβεροςUse when the user reports misbehaving software to investigate — a bug, crash, wrong output, flaky behavior, or '為什麼壞掉/不會動/查一下' — and the root cause is not yet established. Enforces building a red-capable reproduction command BEFORE any hypothesis is allowed, then 3-5 ranked falsifiable hypotheses before testing any single one. NOT for conceptual questions, code reading requests, or feature work.
- Goal EngineerΧηλή 🐾 ΚέρβεροςAuthor a self-contained unattended dispatch for a generate-and-select loop (generate candidates, grade, iterate, keep the best for human selection), or for a build whose spec is already frozen with approved scope and machine-checkable AC. Frozen builds hand off implementation / checks, doc-qa:qa, align, and the final task report.
- Gpt Image GenΧηλή 🐾 ΚέρβεροςUse when the user asks to generate OR edit an image via GPT/Codex (e.g. 「叫 gpt 生圖」「幫我用 gpt 生圖」「gpt 畫一個 X」「幫我去背」「把這張圖的背景去掉」). The skill drafts a Chinese + English prompt pair and waits for explicit approval. After approval it uses the host-native executor: Codex calls its built-in image_gen tool directly, while Claude Code keeps the Codex CLI background workflow.
- GrillΧηλή 🐾 ΚέρβεροςUse when the user says 先討論 / wants to align on a fuzzy idea before building, or before any non-trivial implementation whose requirements are still ambiguous — interviews the user until shared understanding is confirmed, one question at a time, each with a suggested answer; facts answerable from the filesystem/code are looked up, never asked.
- Ios ResignΧηλή 🐾 ΚέρβεροςUse when the user wants to rebuild, re-sign and reinstall one of their own iOS apps onto their iPhone(s) — typically because a free Apple ID provisioning profile expired after 7 days and the app now crashes on launch — OR just wants to check that such a project still builds and signs without touching any phone (build-only), OR wants to set a project up for this (重簽／重新簽／App 過期閃退／重裝到手機／確認還編得過／只編譯不要…
- Job ScoutΧηλή 🐾 ΚέρβεροςUse when the user is considering applying to, interviewing with, or accepting an offer from a company and wants due diligence on the company and optionally a specific role. Requires a company name, optionally a job title, then researches current public data, employee reviews, salary signals, product/tech quality, and red flags before giving a grounded recommendation.
- Llm BenchmarkΧηλή 🐾 ΚέρβεροςUse when the user wants to test, compare, or choose local Ollama models for their machine. Checks Ollama/GPU state, recommends model sizes from available VRAM, preserves existing benchmark records, pulls only approved models, runs repeatable benchmarks, restores stopped services, and writes a markdown comparison report.
- Llm Wiki LintΧηλή 🐾 ΚέρβεροςUse when the user wants to lint a repo following the Karpathy LLM Wiki pattern (raw/ + wiki/ + SCHEMA.md / index.md / log.md). The skill detects path, scans wiki pages + schema layer, reports frontmatter gaps, broken in-body links, source traceability breaks, stale claims, orphan pages, index synopsis contradictions, and SCHEMA-vs-reality drift.
- Md2pptΧηλή 🐾 ΚέρβεροςUse when the user wants to turn a Markdown report into a presentation-quality .pptx via interactive design decisions and a reusable hand-coded build script. Drives pre-analysis, global style choices, optional per-slide layout dialogue, python-pptx composition, and optional LibreOffice render self-check.
- Memory LintΧηλή 🐾 ΚέρβεροςUse when the user wants to lint a Claude Code memory directory (~/.claude/memory or custom path) for index inconsistency, broken cross-links, stale project state, duplicate / conflicting feedback rules, naming violations, frontmatter gaps, and oversized files. Phase 1 is a read-only scan and report. Phase 2 applies fixes only for findings the user explicitly picks.
- Prd BreakdownΧηλή 🐾 ΚέρβεροςUse when user wants to break a PRD into Azure DevOps work items via vertical-slice plan. Workflow: read PRD → quiz user to lock durable decisions → draft slices with HITL/AFK + blocked_by → call az CLI directly via Bash to create items + Predecessor relations. Idempotent re-runs via fingerprint markers embedded in description.
- Prd CreateΧηλή 🐾 ΚέρβεροςUse when user wants to draft a PRD (Product Requirements Document) from raw input (meeting transcripts, hand-waved descriptions, scattered decisions). Workflow: load org's PRD Guideline + writing discipline → lock execution mode (human-run vs unattended-agent-run) → ingest raw input → quiz user numbered-list iterate to fill §1-§15 → draft v0.1 → handle stakeholder merge (review feedback, surface…
- Prep RepoΧηλή 🐾 ΚέρβεροςPrepare an existing project for GitHub or public release with scope-appropriate checks for sensitive data, documentation, installation, tests and release artifacts. Separate release blockers from polish, preserve existing authorization, and verify the published result only when publishing is requested. Not for designing new features or publishing private operational material.
- Repo ScanΧηλή 🐾 ΚέρβεροςUse when the user wants to evaluate a GitHub repository before installing, running, forking, or depending on it. Takes a GitHub repo URL, cleans tracking params, shallow-clones to /tmp, inspects dependency/supply-chain risk, static vulnerability patterns, issue-reported security problems, maintainer health, and produces a risk summary.
- Rewrite ToneΧηλή 🐾 ΚέρβεροςUse when the user wants to rewrite Markdown prose into a conversational, humorous, self-deprecating engineering tone while preserving technical accuracy and document structure. Rewrites prose sections only, keeps code blocks, diagrams, tables, English summary blocks, and factual claims intact. NOT for changing requirements, adding new technical content, or editing non-Markdown artifacts.
- Rewrite TwΧηλή 🐾 ΚέρβεροςUse when the user wants a Traditional Chinese (Taiwan) language review of Markdown or plain-text files — flagging genuinely comprehension-breaking grammar faults (missing subject, broken predicate, wrong measure word, misused connectives, inconsistent naming) and non-Taiwanese wording (mainland-Chinese terms, translationese) with replacement suggestions.
- SearxngΧηλή 🐾 ΚέρβεροςUse when the user wants privacy-respecting web, image, news, or video search through a configured local SearXNG instance instead of external search APIs. Calls the bundled script against SEARXNG_URL, supports result limits/categories/language/time range, and can return human-readable or JSON output.
- Skill CronΧηλή 🐾 ΚέρβεροςUse when the user wants to register, inspect, manually run, or remove scheduled Claude skills with Telegram push notifications. Presents a menu, discovers schedulable skills with headless-prompt frontmatter, converts natural-language schedules into cron entries with conflict confirmation, writes managed config, and verifies notification delivery.
- SpecΧηλή 🐾 ΚέρβεροςUse when the user wants a spec-driven development workflow for implementing a feature in the current codebase, from fuzzy idea or existing active spec through requirements, technical plan, tasks, implementation, verification, and closure report.
- Workflow RouterΧηλή 🐾 ΚέρβεροςUse when the user is unsure which kc_ai_skills workflow skill to use, or describes work involving PRD, SD/software design, FR, AC/acceptance criteria, ADR, tickets, implementation, debugging, existing-project documentation, documentation drift after verified changes, post-QA documentation alignment in unattended tasks, release checks, or unattended agent execution.
- Wrap UpΧηλή 🐾 ΚέρβεροςUse ONLY when the user's latest message explicitly contains the `/wrap-up` command. Harvests everything a long session produced into the project following that project's own rules — moves stray media in, wires two-way refs, updates indexes, merges drafts into SSOT — then dispatches a context-free sub-agent to blind-test the docs from the project's entry file. NEVER load on inferred intent.