agentleFS
notivnnotivn/AIEVv2/.claude/skills/skill-authoring/SKILL.md

skill-authoring

Skill136 starsChanged 16 days agoMITView on GitHub

The standard for writing new skills for the AI Edit Video system - file structure, frontmatter, tone of voice, and how to accumulate production lessons into skills. Read when the user asks to create a new skill (via chat or from the Skills page in the web UI) or when updating a skill after finishing a video.

89 other projects use a version of this.

Adopted by

Most recently taken up by

Used with

Projects with it also use cloud-api-recipe-authoring, codebuddy-ide-mcp-upgrade and 10 more.

Other files people use alongside this one.

Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
  • TencentCloudBaseSkill

    cloud-api-recipe-authoring

    Author or revise a cloud-api-operations recipe (config/source/skills/cloud-api-operations/references/recipes/). Encodes why the long tail of control-plane capabilities is deliberately NOT wrapped as MCP/CLI tools, the API-first admission test for whether a capability deserves a recipe, the negative and positive lists, the fixed recipe structure, the writing rules distilled from writing-for-agents, the user-facing copy red lines, and the product regeneration/verification pipeline. Also routes contributors (and their agents) to the contribution flow and the pre-PR self-test protocol in references/contributing.md. Use when adding a recipe, judging whether a scenario belongs in the recipe set, updating the recipes index, re-checking existing recipes against the admission test, or onboarding someone who wants to submit one.

    Also in 3 projects that use this

  • TencentCloudBaseSkill

    codebuddy-ide-mcp-upgrade

    升级 CodeBuddy IDE(genie 扩展)内置的 CloudBase MCP,以及 MCP 发版时同步 IDE 侧白名单。当用户提到「更新 IDE 里的 MCP」「内置 MCP 版本太老」「IDE 集成的 CloudBase 功能不足」「改工具白名单 toolWhiteList」「把新 bundle 打进 CodeBuddy」「白名单漂移」「MCP 发版要同步什么」时使用。覆盖:解包定位内置 bundle 与内嵌配置、重新构建 mcp bundle、生成新的工具白名单与系统提示词、安全注入 IDE 并备份、用 MCP 协议验证工具清单、人工端到端验收、一键回滚。

    Also in 3 projects that use this

  • DIL8654Skill

    api-contract-review

    Review ASP.NET Core Web API contracts for HTTP semantics, versioning, backward compatibility, and response consistency. Use when the user asks to review an API, check endpoints, validate REST behavior, or before releasing contract changes.

    Also in 5 projects that use this

  • zaxbysauceSkill

    pr-review-fix

    Codex adapter for addressing pull request review feedback in opencode-swarm. Use when the user asks to fix PR review comments, requested changes, reviewer findings, CI-review notes, or a pasted review summary with low false-positive tolerance.

    Also in 3 projects that use this

  • albertdobmeyerSkill

    git-workflows

    Advanced git operations beyond add/commit/push. Use when rebasing, bisecting bugs, using worktrees for parallel development, recovering with reflog, managing subtrees/submodules, resolving merge conflicts, cherry-picking across branches, or working with monorepos.

    Also in 3 projects that use this

  • rogue-dev-studioSkill

    frontend-engineering

    Expert frontend application engineering: accessible UI structure, state and data-fetching discipline, form/validation UX, responsive layouts, performance budgets, and integration with API contracts. Use when building or refining SPA/web screens, design-system consumption, client-side routing, or fixing UI reliability (loading, empty, and error states).

    Also in 3 projects that use this

  • +6 more from TencentCloudBase

The file

We split this skill into the rules it gives an agent

7 rules. 0 are common, 5 are distinctive, and 2 are very specific to this project.

  • 0

    Common

    Most of the 79 edited versions we read keep these.

  • 5

    Distinctive

    This author's own choices. Worth a look.

  • 2

    Very specific

    Tied to their project's names, files or tools. Probably skip.

  • Common
  • Distinctive
  • Very specific
  1. Distinctive:

    Write for the next use, not as a souvenir: Every section must answer "what do I do differently next time".

    line 31
  2. Very specific:

    Fix: add enough padding-top + line-height to contain the diacritics, then check the first/last frame of the reveal

    line 35
  3. Distinctive:

    When the user creates a skill through the Skills page (describing it in their own words, often in Vietnamese):

    line 51
  4. Distinctive:

    Read this skill plus the closest existing skill of the same kind as a template.

    line 52
  5. Very specific:

    Write a full SKILL.md in English, with complete frontmatter, following the rules above.

    line 53
  6. Distinctive:

    If the skill relates to Vietnamese-language video: inherit the verified fixes (Vietnamese diacritics, ffmpeg PATH) by reference, do not …

    line 54
  7. Distinctive:

    Ask yourself: is there a new symptom -> cause -> fix?

    line 59

“Common” is measured: kept by at least 6 in 10 of the 79 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.

Keep what fits and drop the rest. Your version, ready for your agents.
Files
SKILL.md

Skill Authoring - writing skills the right way

Skills are where production know-how accumulates. A good skill makes the next video automatically better than the last one without having to repeat anything in chat.

Required structure

.claude/skills/<name-kebab-case>/
└── SKILL.md
---
name: <matches the folder name, kebab-case>
description: <1-2 sentences: what the skill does + WHEN to use it. Claude decides whether to load the skill from this line alone - be specific, include keywords>
---

# Title

<skill body>

Writing rules

  1. The description decides everything. Claude only sees the description when choosing a skill - it must spell out the trigger situation: "Read when...", "Use when the user provides...". A vague description = a skill that never gets used.
  2. Write for the next use, not as a souvenir. Every section must answer "what do I do differently next time". Do not transcribe debugging history - keep only the conclusion + how to apply it.
  3. Every fix needs its recognition condition. The standard template for a lesson:
    • Symptom: Vietnamese gradient text loses its diacritics on the reveal frame
    • Cause: background-clip: text clips the diacritics that sit outside the line-box
    • Fix: add enough padding-top + line-height to contain the diacritics, then check the first/last frame of the reveal
  4. Specific beats exhaustive. A runnable command > a general description. Concrete numbers (CRF 28, volume 0.3, stroke 1.5px) > adjectives ("appropriate", "moderate").
  5. Write skills in English; keep code/commands/technical names as-is. Do not translate technical terms (frame, render, timeline...). Vietnamese strings that are literal data (sample captions, UI labels, on-screen text) stay verbatim.
  6. One skill, one topic. Split a skill once it grows past ~200 lines. Reference other skills by name (see the remotion-assemble skill) instead of copying content across files.

When to CREATE a new skill vs UPDATE an existing one

SituationWhat to do
A new repeatable video format (e.g. product comparison video)Create a new skill, cloned from the closest existing one
Fixing a bug in a workflow that already has a skillUpdate that skill, in its "Known issues" section
A new aesthetic/brand ruleUpdate webui-design (UI) or the relevant video format skill (video)
Knowledge that only applies to one specific videoDO NOT put it in a skill - write it in that project's NOTES.md

Creating a skill from the web UI

When the user creates a skill through the Skills page (describing it in their own words, often in Vietnamese):

  1. Read this skill plus the closest existing skill of the same kind as a template.
  2. Write a full SKILL.md in English, with complete frontmatter, following the rules above.
  3. If the skill relates to Vietnamese-language video: inherit the verified fixes (Vietnamese diacritics, ffmpeg PATH) by reference, do not copy them.
  4. Return it to the UI as a draft for the user to approve before writing the file.

After every finished video

Ask yourself: is there a new symptom -> cause -> fix? Was there a step done manually more than twice (the sign it should become a skill)? If so, update the skill in that same session - do not defer it to the next one.

Download now (ZIP)

Does it work?

Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.

No reviews yet

People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.

  • It worked
  • Partly
  • It didn't
What did you use it for? e.g. Reviewing pull requests in a Rails app

Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.

Your trail

Files you open will collect here, so you can find them again.

Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.

Now do this for your own.

Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.