Slide Deck Image Generator
SpaceZephyr/design-buddy
Turns written content into designed slide images from an outline, merges them into PPTX or PDF, and can borrow styles from a registry of brand design systems.
Render and redesign CCF figures, visual tables, and method/architecture diagrams from supplied content.
$ npx skills add mikubaka88/CCFA-Skills --skill ccf-visual-composer -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install mikubaka88/CCFA-Skills ccf-visual-composer --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/mikubaka88/CCFA-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/ccf-visual-composer .claude/skills/ccf-visual-composer && rm -rf skills-srcUse ~/.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/
Install the "ccf-visual-composer" agent skill from https://github.com/mikubaka88/CCFA-Skills/tree/main/ccf-visual-composer into .claude/skills/ccf-visual-composer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ccf-visual-composer", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/mikubaka88/CCFA-Skills/tree/main/ccf-visual-composerType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add mikubaka88/CCFA-Skills --skill ccf-visual-composer -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install mikubaka88/CCFA-Skills ccf-visual-composer --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mikubaka88/CCFA-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/ccf-visual-composer .agents/skills/ccf-visual-composer && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ccf-visual-composer" agent skill from https://github.com/mikubaka88/CCFA-Skills/tree/main/ccf-visual-composer into .agents/skills/ccf-visual-composer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ccf-visual-composer", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add mikubaka88/CCFA-Skills --skill ccf-visual-composer -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install mikubaka88/CCFA-Skills ccf-visual-composer --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mikubaka88/CCFA-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/ccf-visual-composer .cursor/skills/ccf-visual-composer && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "ccf-visual-composer" agent skill from https://github.com/mikubaka88/CCFA-Skills/tree/main/ccf-visual-composer into .cursor/skills/ccf-visual-composer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ccf-visual-composer", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/mikubaka88/CCFA-Skills.git --path ccf-visual-composer--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add mikubaka88/CCFA-Skills --skill ccf-visual-composer -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install mikubaka88/CCFA-Skills ccf-visual-composer --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mikubaka88/CCFA-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/ccf-visual-composer .gemini/skills/ccf-visual-composer && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "ccf-visual-composer" agent skill from https://github.com/mikubaka88/CCFA-Skills/tree/main/ccf-visual-composer into .gemini/skills/ccf-visual-composer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ccf-visual-composer", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install mikubaka88/CCFA-Skills ccf-visual-composerInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add mikubaka88/CCFA-Skills --skill ccf-visual-composer -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/mikubaka88/CCFA-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/ccf-visual-composer .github/skills/ccf-visual-composer && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "ccf-visual-composer" agent skill from https://github.com/mikubaka88/CCFA-Skills/tree/main/ccf-visual-composer into .github/skills/ccf-visual-composer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ccf-visual-composer", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add mikubaka88/CCFA-Skills --skill ccf-visual-composer -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install mikubaka88/CCFA-Skills ccf-visual-composer --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/mikubaka88/CCFA-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/ccf-visual-composer .opencode/skills/ccf-visual-composer && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "ccf-visual-composer" agent skill from https://github.com/mikubaka88/CCFA-Skills/tree/main/ccf-visual-composer into .opencode/skills/ccf-visual-composer/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ccf-visual-composer", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
ccf-visual-composerRender and redesign CCF figures, visual tables, and method/architecture diagrams from supplied content.
Ccf Visual Composer is an agent skill from mikubaka88/CCFA-Skills. Render and redesign CCF figures, visual tables, and method/architecture diagrams from supplied content. Use for 绘图美化, 排版, 配色, GPT Image 2 generation, pure SVG, and editable SVG/PDF/PPTX. Preserve values and topology. Experiment evidence design belongs to ccf-experiment-designer; manuscript rewriting and PDF-to-writing exemplars are separate.
Its SKILL.md is about 2.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 22 other files, including reference files (for example `agents/openai.yaml`, `references/adaptive-architecture-style.md` and `references/architecture-diagram-generation.md`).
It sits in Documents & Office, covering Image generation, Diagrams and PowerPoint presentations. It works with Microsoft PowerPoint. The repository describes itself as: A skill family for shaping the research storyline of CCF-A papers. The licence is MIT.
8 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 5969e6b. It shows what the files ask for, not the result of running them.
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.
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Ccf Visual Composer loads about 2.4k tokens when it runs, and up to ~294k if it reads all its reference files. Until then it costs about 91 tokens; SKILL.md has 1,088 words of instructions outside code blocks.
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.
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); files beside SKILL.md are not scanned.
The full file from mikubaka88/CCFA-Skills at commit 5969e6b, republished under its MIT licence (© mikubaka88). 1,088 words, ~2,398 tokens.
.claude/skills/ccf-visual-composer/SKILL.md (or your agent's skills folder). This skill also uses 20 other files; get the full folder from GitHub.Before writing, resolve the canonical output and one stable working directory per task/artifact. Reuse explicit or established task paths; otherwise use project-root ccfa-workfiles/<purpose>/<artifact-id>/, with source/, assets/, cache/, and build/ only as needed. Update current files in place; do not scatter intermediates or create iteration copies. Preserve inputs and required evidence; clean only verified disposable files created by this task. Use UTF-8 text I/O and check Chinese text after saving or rendering. For file work, apply artifact-contracts.md and reuse the same paths across skill transitions.
Before specialist execution, read and apply ccf-humanization first, then ccf-common. At every handoff, reuse their applicable active rules or refresh missing/changed ones. Both preflights are required even without prose; detailed editing, experiment, and maintenance modes run only when relevant.
Keep one integrating owner and actively use other skills to resolve missing prerequisites or check material findings. Reuse applicable evidence; do not skip necessary groundwork to save tokens. Before finalizing, integrate contributions and verify affected results. Follow the conditional cooperation routes; avoid unrelated stages and duplicate reports.
CCFA Handoff Mode: PARTIAL (Recommended). Follow metadata.ccf_skill_controls.handoff_question_mode, ../ccf-common/references/handoff-modes.md, and ../ccf-common/references/task-modes.md. Reuse shared rules already in context.
For a new scientific method or architecture concept, GPT Image 2 remains the default first-pass renderer unless the user requests pure SVG/code-first output or opts out. Use the verified host capability and its privacy/image instructions. Do not label an unknown backend as GPT Image 2. Existing authorization covers necessary generation and requested reconstruction; offer extra formats only when outside the request.
Create readable visuals from supplied content. Preserve values, units, uncertainty, exact labels, method modules, and typed connections. Quantitative plots use reproducible code. Missing data or topology requires the relevant evidence owner; do not invent it to complete a composition. Preserve scientific terminology and canonical uppercase acronyms; use natural case for ordinary labels.
Classify the destination as paper mechanism figure, presentation/poster, or README/outreach. Paper figures show representations and computation. Choose visual grammar from the method, not a fixed stage-card template.
For new compositions, use references/visual-contract.md: a compact content-fit canvas, shared alignment anchors, scaled gaps, and typography checked at final size. Do not default to a square or force a fixed aspect ratio. Times New Roman is the default; Comic Sans MS serves a requested comic treatment, subject to user/venue typography. For a new visual direction, choose one functional preset from references/adaptive-architecture-style.md. Inspect supplied references, allocate space by explanatory importance, and keep only necessary labels/numbers.
Read only the relevant sections below. A local edit starts from the existing source and applicable QA; it does not reload the complete generation workflow.
| Mode | Use and reference |
|---|---|
visual-contract | Non-trivial content/evidence/output decisions: references/visual-contract.md. |
figure-design, python-plotting | Numerical plots: select from references/python-plot-recipes.md, then import the needed recipe from resources/python/ccfa_plot_recipes.py; read implementation only to debug or adapt it. references/plot-inspiration-map.md is optional for an unresolved chart choice. |
architecture-generation | New concept: references/architecture-diagram-generation.md; paper-specific grammar only from references/paper-vs-presentation-diagrams.md. |
pure-svg-generation | Explicit deterministic route: use the supported topology and vector authoring source directly. |
editable-reconstruction | Semantic reconstruction sections in references/architecture-diagram-generation.md; load references/editable-pptx.md only for PPTX. |
reference-layout-blueprint | Supplied reference composition: references/reference-layout-blueprint.md; use references/adaptive-architecture-style.md when prompt refinement is needed. |
icon-system | Native primitives, reusable licensed icons, or necessary custom assets: references/icon-system.md. |
table-design, layout-integration | Supplied values, panel/float/caption placement: references/figure-table-layout.md. |
render-qa | Inspect the requested formats using the relevant checks in references/render-qa.md. |
Use references/palette-and-accessibility.md only when choosing or changing color semantics. Reuse an established palette and icon family when they remain suitable.
../ccf-common/references/artifact-contracts.md once and resolve canonical output and working paths before rendering. Keep unrelated figures in separate stable working directories; honor existing project paths.ccf-experiment-designer for unresolved result semantics, the method's owner for topology, or ccf-integrity-auditor for source conflicts; integrate their evidence without inventing missing content. Reuse one specification for topology, labels, data locations, layout, style, and provenance. Do not save overlapping contracts, prompt drafts, wireframes, or QA logs. A minor edit reuses unchanged prerequisites and checks only affected dependencies.ccf-experiment-designer, manuscript prose to ccf-paper-writer, and claim mismatches to ccf-integrity-auditor; keep unaffected authorized work moving.Deliver the requested visual and necessary editable source/formats first. A specification-only request needs no render. Return canonical paths, useful provenance, actual QA results, and material editability limits. Keep the full prompt, specification, and inventory in one reusable source record only when needed or requested; do not also repeat them in the final answer. Preserve explicit exact-output requests.
© mikubaka88, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 20 other files (references) in ccf-visual-composer of mikubaka88/CCFA-Skills.
Open the folder on GitHubat commit 5969e6b
Ccf Visual Composer 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Ccf Visual Composer this skillmikubaka88/CCFA-Skills | 3k | — | ~2.4k | Automated safety check: Pass | MIT | |
| Slide Deck Image GeneratorSpaceZephyr/design-buddy | 175 | — | ~6.5k | Automated safety check: Pass | None | |
| Ky Markdown RebuilderKyrieCheungYep/ky-markdown-rebuilder | 117 | — | ~5.7k | Automated safety check: Pass | None | |
| Document ConverterBlackBeltTechnology/pi-agent-dashboard | 315 | — | ~999 | Automated safety check: Pass | MIT | |
| Visio Image Rebuilderpengjunchi0/codex-visio-paper-figure-skill | 1k | — | ~2k | Automated safety check: Pass | MIT | |
| Nano BananaEvoScientist/EvoSkills | 476 | 2 repos | ~3.5k | Automated safety check: Pass | Apache-2.0 |
SpaceZephyr/design-buddy
Turns written content into designed slide images from an outline, merges them into PPTX or PDF, and can borrow styles from a registry of brand design systems.
KyrieCheungYep/ky-markdown-rebuilder
Rebuild visual documents into reliable Markdown by combining text extraction with page or screenshot alignment.
BlackBeltTechnology/pi-agent-dashboard
Convert documents bidirectionally via the pi-doc-engine facade: ingest PDF/DOCX/PPTX/XLSX to provenance-stamped Markdown (with OCR), and produce templated DOCX/PDF from Markdown with diagrams, TOC…
pengjunchi0/codex-visio-paper-figure-skill
Rebuilds or restyles diagrams as editable native Visio shapes from a reference image or .vsdx file, then exports .vsdx, PNG, SVG, PDF or PPTX.
EvoScientist/EvoSkills
Generate professional presentation slides and high-quality illustrations using Gemini image generation API (Nano Banana 2), with interactive browser-based review and iterative editing.
yzhao062/anywhere-agents
Designs editable PowerPoint overview figures, especially Figure 1 for papers and proposals, from source material and the author's own visual preferences.
mikubaka88/CCFA-Skills
Review manuscript claims, evidence, and writing without rewriting.
mikubaka88/CCFA-Skills
Write CCF rebuttals, author responses, revision ledgers, response letters, and conservative resubmission plans.
mikubaka88/CCFA-Skills
Required shared preflight for every CCFA skill after ccf-humanization: apply routing, scope, prerequisites, evidence rules, handoffs, and artifact contracts.
mikubaka88/CCFA-Skills
Design CCF experiment protocols and evidence schemas: datasets, baselines, metrics, ablations, and result-table contents.
mikubaka88/CCFA-Skills
Required first preflight before every CCFA skill, including research, review, retrieval, experiments, visuals, and maintenance.
mikubaka88/CCFA-Skills
Scan recent arXiv/OpenReview papers, venue feeds, labs, and competitors for overlap.
Works with
Categories
Render and redesign CCF figures, visual tables, and method/architecture diagrams from supplied content. Ccf Visual Composer is an agent skill from mikubaka88/CCFA-Skills. Render and redesign CCF figures, visual tables, and method/architecture diagrams from supplied content.
Ccf Visual Composer fits situations like: GPT Image 2 generation; editable SVG/PDF/PPTX.
Run `npx skills add mikubaka88/CCFA-Skills --skill ccf-visual-composer -a claude-code`. Or copy the skill folder (ccf-visual-composer in mikubaka88/CCFA-Skills) into .claude/skills/ccf-visual-composer in your project. Claude Code loads it when a task matches its description.
Run `npx skills add mikubaka88/CCFA-Skills --skill ccf-visual-composer -a codex`. Or copy the skill folder (ccf-visual-composer in mikubaka88/CCFA-Skills) into .agents/skills/ccf-visual-composer in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add mikubaka88/CCFA-Skills --skill ccf-visual-composer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ccf-visual-composer, .gemini/skills/ccf-visual-composer, .github/skills/ccf-visual-composer and .opencode/skills/ccf-visual-composer in your project.
SKILL.md names no scripts, command-line tools or credentials: Ccf Visual Composer is instructions for the agent only.
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.
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. Review the folder before installing.
Ccf Visual Composer is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.4k tokens (SKILL.md is roughly 9.6k 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 292k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Ccf Visual Composer: Slide Deck Image Generator (SpaceZephyr/design-buddy, 175 stars), Ky Markdown Rebuilder (KyrieCheungYep/ky-markdown-rebuilder, 117 stars), Document Converter (BlackBeltTechnology/pi-agent-dashboard, 315 stars) and Visio Image Rebuilder (pengjunchi0/codex-visio-paper-figure-skill, 1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
mikubaka88 (a GitHub user) maintains it in mikubaka88/CCFA-Skills, which has 3,001 GitHub stars. The repository holds 17 skills in this directory. The repository was last updated on September 16, 2026.
Source: mikubaka88/CCFA-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.