Agent skill

Generate Meme Gif Pack

by lisamsung in lisamsung/agent-meme-forge

A skill your agent uses when the user wants to turn a reference image or text concept into a WeChat-ready animated Chinese meme GIF sticker pack: 16/24 entries, 240x240 GIFs, Chinese captions…

MITAuto-check passedMedia & Creative

Install Generate Meme Gif Pack

skills CLI
$ npx skills add lisamsung/agent-meme-forge --skill generate-meme-gif-pack -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install lisamsung/agent-meme-forge generate-meme-gif-pack --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/lisamsung/agent-meme-forge.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/generate-meme-gif-pack .claude/skills/generate-meme-gif-pack && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
generate-meme-gif-pack
GitHub stars
104
Token cost
~973 tokens
SKILL.md length
349 words
Files
19 (incl. scripts, references, assets)
Skills in repo
1
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when the user wants to turn a reference image or text concept into a WeChat-ready animated Chinese meme GIF sticker pack: 16/24 entries, 240x240 GIFs, Chinese captions…

  • The user wants to turn a reference image
  • SKILL.md covers Quick Decision, Required Intake, Tool Boundary and Required References, plus 1 more section
  • Runs Python scripts from its folder
  • Text concept into a WeChat-ready animated Chinese meme GIF sticker pack: 16/24 entries

What it does

Generate Meme Gif Pack is an agent skill from lisamsung/agent-meme-forge. Use when the user wants to turn a reference image or text concept into a WeChat-ready animated Chinese meme GIF sticker pack: 16/24 entries, 240x240 GIFs, Chinese captions, sendability-gated humor. TRIGGER: 做表情包, meme包, 微信表情, WeChat sticker, 人物/头像/吉祥物动图. SKIP: single static image, pure logo design, non-Chinese sticker workflows. If the user explicitly asks for Google AI Studio or Hermes, use generate-meme-gif-pack-ai-studio instead.

Its SKILL.md is about 970 tokens, which your agent loads only when the skill is triggered. The skill folder holds 22 other files, including scripts, reference files and assets (for example `references/agent-rules.md`, `references/commands.md` and `references/dense-frames.md`).

It sits in Media & Creative, covering Social media graphics and Messaging and chat bots. It works with WeChat, Google Gemini, Python and OpenAI. The repository describes itself as: Codex skill that turns one image or text concept into a WeChat-ready Chinese sticker pack people will actually send. Sendability-gated, 4-keypose → 16-frame, no model-drawn text. The licence is MIT.

When your agent uses it

  • The user wants to turn a reference image
  • Text concept into a WeChat-ready animated Chinese meme GIF sticker pack: 16/24 entries
  • Chinese captions
  • Sendability-gated humor

Example prompts

  • “/generate-meme-gif-pack”

Requirements

  • Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit 184b06a. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Python, from the files we listed), which the agent can run.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Generate Meme Gif Pack loads about 973 tokens when it runs, and up to ~14k if it reads all its reference files. Until then it costs about 115 tokens; SKILL.md has 349 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~115
When it runs · the whole SKILL.md, loaded when a task matches
~973
With references · SKILL.md plus every file in references/, read only if the agent opens them
~14k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from lisamsung/agent-meme-forge at commit 184b06a, republished under its MIT licence (© lisamsung). 349 words, ~973 tokens.

Download SKILL.mdSave it as .claude/skills/generate-meme-gif-pack/SKILL.md (or your agent's skills folder). This skill also uses 18 other files; get the full folder from GitHub.
name
generate-meme-gif-pack
description
Use when the user wants to turn a reference image or text concept into a WeChat-ready animated Chinese meme GIF sticker pack: 16/24 entries, 240x240 GIFs, Chinese captions, sendability-gated humor. TRIGGER: 做表情包, meme包, 微信表情, WeChat sticker, 人物/头像/吉祥物动图. SKIP: single static image, pure logo design, non-Chinese sticker workflows. If the user explicitly asks for Google AI Studio or Hermes, use generate-meme-gif-pack-ai-studio instead.

Generate Meme GIF Pack

Core rule: 没人用的表情包就是垃圾表情包. Every sticker must pass the sendability gate: real chat-use trigger, readable gag, and concrete send scenario.

Quick Decision

User requestRoute
Reference image or text concept -> Chinese meme GIF packRun intake, then plan-pack or plan-wizard.
Wants full automation / concurrency / API generationUse image_provider=openai_images_api, then generate-raw-batch, then QC/build.
Wants Codex built-in image generationUse image_provider=codex_builtin_image_gen; this is interactive and split across turns.
Already has raw PNG/GIF filesUse external_files, then accept-generated/QC/build.
Explicit Google AI Studio / Hermes / Nano Banana routeSwitch to generate-meme-gif-pack-ai-studio.
Wants WeChat platform uploadFirst build and QC locally, then read references/wechat-platform-upload.md.

Required Intake

Ask these unless the user already answered or explicitly said to use defaults:

  • input: reference image or text_concept
  • persona: e.g. 科研打工人, 都市丽人, 码农, 学生, 研究僧
  • style: clean-sticker, pixel-art, chibi, retro-msn, office-cartoon, hand-drawn
  • mode and count: WeChat uses 16 or 24; 18 is self_use
  • quality mode: submission, standard, or preview
  • image provider: codex_builtin_image_gen, openai_images_api, external_files, or ai_studio_hermes

Use scripts/meme_pack.py plan-wizard when the user wants command-line guidance.

Tool Boundary

Codex built-in image_gen is a terminal action in this environment: call it only as the final action of the current turn, then resume next turn after the image has been saved/exported locally. Do not run accept-generated, qc-sheet, or build-preview in the same turn after built-in image_gen.

For full automation, do not use built-in image_gen; use the scriptable openai_images_api provider. Details: references/tool-boundary.md.

Required References

Read only what the situation needs:

  • references/workflow.md: production workflow and command sequence.
  • references/commands.md: CLI subcommands and examples.
  • references/agent-rules.md: full agent rules and safety gates.
  • references/qc-checklist.md: QC, continuity, and final inspection.
  • references/tool-boundary.md: provider split and automation boundaries.
  • references/wechat-spec.md: size, naming, and WeChat asset constraints.
  • references/wechat-platform-upload.md: optional browser upload runbook.
  • references/personas.md, styles.md, meme-library.md: content planning.
  • references/prompt-rules.md: image prompt rules and keypose requirements.
  • references/dense-frames.md: dense real-frame mode (--source-mode dense_frames), the recommended smoothest path.
  • references/pressure-scenarios.md: common user input -> expected response.

Output Contract

Final handoff points to the finished preview and GIFs, not raw keypose sheets:

text
output/my-pack/
  preview.html
  named-gifs/表情名.gif
  wechat-submit/main/01.gif
  wechat-submit/thumbs/01.png
  wechat-submit/cover.png
  wechat-submit/icon.png
  wechat-submit/banner.png
  manifest.json
  manifest.csv
  qc_report.json

Raw 2x2/1x4 keyposes / keypose sheets are intermediate QC/debug material, not the final deliverable. Raw image prompts must require no text; Chinese captions are added locally.

© lisamsung, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 18 other files (scripts, references, assets) in skills/generate-meme-gif-pack of lisamsung/agent-meme-forge.

  • SKILL.md
  • assets/fonts/OFL.txt
  • assets/fonts/ZCOOLKuaiLe-Regular.ttf
  • references/agent-rules.md
  • references/commands.md
  • references/dense-frames.md
  • references/meme-library.md
  • references/personas.md
  • references/pressure-scenarios.md
  • references/prompt-rules.md
  • references/qc-checklist.md
  • references/styles.md
  • references/tool-boundary.md
  • references/wechat-platform-upload.md
  • references/wechat-spec.md
  • references/workflow.md
  • scripts/dense_frames.py
  • … and 2 more

Open the folder on GitHubat commit 184b06a

Compare with similar skills

Generate Meme Gif Pack next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Generate Meme Gif Pack compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Generate Meme Gif Pack this skilllisamsung/agent-meme-forge104—~973Automated safety check: PassMIT
ImageNexus-JPF/note-companion8703 repos~3.9kAutomated safety check: PassMIT
Fantasy Qiqiguaiguaidacnay816y62-hub/fantasy-qiqiguaiguai-skill120—~1.7kAutomated safety check: PassMIT
Cover Skillkangarooking/kangarooking-skills662—~2.9kAutomated safety check: PassNone
2D Map and Scene Generator0x0funky/agent-sprite-forge4.4k—~2.9kAutomated safety check: PassMIT
Forge Media Route Layer0x0funky/agent-sprite-forge4.4k—~2.2kAutomated safety check: PassMIT

Similar skills

  • Image

    Nexus-JPF/note-companion

    When the user wants to create, generate, edit, or optimize images for marketing — blog heroes, social graphics, product mockups, profile banners, listing visuals, or brand assets.

    870 GitHub starsUsed in 3 repos~3.9k tokens
    Media & CreativeAuto-check passed
  • Fantasy Qiqiguaiguai

    dacnay816y62-hub/fantasy-qiqiguaiguai-skill

    将朋友圈碎片图片、截图、物件、人物与零散想法,整理成具有幽默、黑色幽默、玩梗和编辑感的社交内容;自动选择 T1 人像主体、T2 杂物拼贴或 T3 全图压字视觉模板,并输出可直接生成的视觉简报与成图提示词。Use when the user wants to turn life fragments, photos, screenshots, objects, portraits, pets…

    120 GitHub stars~1.7k tokensUpdated 1 mo ago
    Media & CreativeAuto-check passed
  • Cover Skill

    kangarooking/kangarooking-skills

    A skill your agent uses for the owner's personal creator-content thumbnails and covers for short video, Bilibili, Douyin, WeChat, or similar platforms from a title, summary, established real…

    662 GitHub stars~2.9k tokensUpdated 1 mo ago
    Media & CreativeAuto-check passed
  • 2D Map and Scene Generator

    0x0funky/agent-sprite-forge

    Plans and builds 2D game maps and scenes, from tilemaps and parallax backgrounds to HD-2D plates, with collision checks, a playable HTML preview and Tiled, Godot or LDtk export.

    4.4k GitHub stars~2.9k tokensUpdated 4 days ago
    Game DevelopmentAuto-check passed
  • Forge Media Route Layer

    0x0funky/agent-sprite-forge

    Generates an image or an image-to-video clip through a configured provider API or a signed-in Codex or Grok CLI, and reports the route, file, hash and cost estimate.

    4.4k GitHub stars~2.2k tokensUpdated 4 days ago
    Media & CreativeAuto-check passed
  • 2D Sprite Generator

    0x0funky/agent-sprite-forge

    Produces game-ready 2D characters, creatures, props, icons and effects as master stills, sheets or clips, and exports frames for common game engines.

    4.4k GitHub stars~3.6k tokensUpdated 4 days ago
    Game DevelopmentAuto-check passed

Questions about Generate Meme Gif Pack

What does Generate Meme Gif Pack do?

A skill your agent uses when the user wants to turn a reference image or text concept into a WeChat-ready animated Chinese meme GIF sticker pack: 16/24 entries, 240x240 GIFs, Chinese captions…. Generate Meme Gif Pack is an agent skill from lisamsung/agent-meme-forge. Use when the user wants to turn a reference image or text concept into a WeChat-ready animated Chinese meme GIF sticker pack: 16/24 entries, 240x240 GIFs, Chinese captions, sendability-gated humor.

When should I use Generate Meme Gif Pack?

Generate Meme Gif Pack fits situations like: the user wants to turn a reference image; text concept into a WeChat-ready animated Chinese meme GIF sticker pack: 16/24 entries; chinese captions; sendability-gated humor.

How do I install Generate Meme Gif Pack in Claude Code?

Run `npx skills add lisamsung/agent-meme-forge --skill generate-meme-gif-pack -a claude-code`. Or copy the skill folder (skills/generate-meme-gif-pack in lisamsung/agent-meme-forge) into .claude/skills/generate-meme-gif-pack in your project. Claude Code loads it when a task matches its description.

How do I install Generate Meme Gif Pack in Codex?

Run `npx skills add lisamsung/agent-meme-forge --skill generate-meme-gif-pack -a codex`. Or copy the skill folder (skills/generate-meme-gif-pack in lisamsung/agent-meme-forge) into .agents/skills/generate-meme-gif-pack in your project. Codex loads it when a task matches its description.

Can I use Generate Meme Gif Pack in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add lisamsung/agent-meme-forge --skill generate-meme-gif-pack -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/generate-meme-gif-pack, .gemini/skills/generate-meme-gif-pack, .github/skills/generate-meme-gif-pack and .opencode/skills/generate-meme-gif-pack in your project.

What does Generate Meme Gif Pack need to run?

Going by SKILL.md and its folder, Generate Meme Gif Pack needs Python for the scripts in its folder. Our summary lists: Python 3.

Does Generate Meme Gif Pack access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Generate Meme Gif Pack safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Generate Meme Gif Pack use?

Generate Meme Gif Pack is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Generate Meme Gif Pack use?

About 973 tokens (SKILL.md is roughly 3.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 13k tokens, read only when the agent opens those files.

What are the alternatives to Generate Meme Gif Pack?

Skills that share tags, products or a category with Generate Meme Gif Pack: Image (Nexus-JPF/note-companion, 870 stars), Fantasy Qiqiguaiguai (dacnay816y62-hub/fantasy-qiqiguaiguai-skill, 120 stars), Cover Skill (kangarooking/kangarooking-skills, 662 stars) and 2D Map and Scene Generator (0x0funky/agent-sprite-forge, 4.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Generate Meme Gif Pack?

lisamsung (a GitHub user) maintains it in lisamsung/agent-meme-forge, which has 104 GitHub stars. The repository was last updated on September 4, 2026.

Source: lisamsung/agent-meme-forge on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.