tranfu-practice-cover

tranfu-practice-cover is a skill for Codex from tranfu-labs/tranfu-skills. It costs 122 tokens per session (1,740 once invoked), scanned A, original, MIT.

A workflow for generating and checking 16:9 article-cover images with a fixed title-and-subject layout for TranFu practice articles.

In plain words
What is it for?
Use it to create or revise practice-page covers with a left-side title and a compact subject on the right.
Why use it?
It keeps cover composition, title readability, and topic-specific imagery consistent across article thumbnails.

Skill for Codex

Written for Codex: agents/openai.yaml present. Also seen: mentions AGENTS.md; built for openclaw.

Good fit Use it to create or revise practice-page covers with a left-side title and a compact subject on the right.

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Install with agentmods
npx agentmods add skills/tranfu-labs/tranfu-skills/tranfu-practice-cover
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add tranfu-labs/tranfu-skills --skill tranfu-practice-cover
Clone the repo
git clone --depth 1 https://github.com/tranfu-labs/tranfu-skills

Made for: Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for tranfu-practice-cover

README.md
[![agentmods](https://agentmods.dev/badge/skills/tranfu-labs/tranfu-skills/tranfu-practice-cover/github.svg)](https://agentmods.dev/skills/tranfu-labs/tranfu-skills/tranfu-practice-cover)
Your own site
<a href="https://agentmods.dev/skills/tranfu-labs/tranfu-skills/tranfu-practice-cover"><img src="https://agentmods.dev/badge/skills/tranfu-labs/tranfu-skills/tranfu-practice-cover/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for tranfu-practice-cover

Your own site · 80×15
<a href="https://agentmods.dev/skills/tranfu-labs/tranfu-skills/tranfu-practice-cover"><img src="https://agentmods.dev/badge/skills/tranfu-labs/tranfu-skills/tranfu-practice-cover.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 122 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,740 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00122 $0.01740
Opus 5 $0.00061 $0.00870
Sonnet 5 $0.00024 $0.00348
Haiku 4.5 $0.00012 $0.00174

Measured 9d ago against content hash e2b44f70f1a0, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

tranfu-practice-cover scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 9d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

own-skills/tranfu-practice-cover/SKILL.md · 226 lines

How it starts

The opening of the file, as written. The whole thing — 226 lines — stays where its author put it; the contents beside it link to each section on GitHub.

TranFu Practice Cover

Create a versioned 16:9 article cover whose title is exact at thumbnail size and whose topic-specific subject remains compact on the right.

Required resources

MUST read references/workflow.md completely before generating or revising covers.

Use:

  • assets/layout-reference.png only as the composition, scale, material, and whitespace reference. NEVER copy its topic-specific chat or code symbols.
  • assets/article-input.yaml as the input contract.
  • The runtime imagegen skill for new raster backgrounds or image edits.
  • The installed render-cover-title skill for MiSans title rendering and deterministic layout validation.

If imagegen is unavailable, report the missing capability and stop before claiming that a cover was created. If render-cover-title is unavailable, generate no final titled asset; return the accepted no-text background and name the missing dependency.

Workflow

CREATE A TODO LIST FOR THE TASKS BELOW:

  1. Validate the request and source files.
  2. Plan the cover title and protected technical terms.
  3. Generate a no-text right-side subject.
  4. Inspect and, when necessary, regenerate the background.
  5. Render and validate the MiSans title.
  6. Export versioned PNG, layout manifest, and optimized JPG.
  7. Update the target page only when the user requested integration.
  8. Build and visually verify integrated pages.
  9. Report artifacts, checks, and residual risks.

1. Validate inputs

Collect:

  • full article title;
  • article topic or source summary;
  • output directory;
  • current asset version, if any;
  • reference images, if provided;
  • whether page integration is requested.

If the article title or topic is missing, ask only for the missing value and stop. If the output directory is unavailable, stop and report the exact path. NEVER overwrite an existing asset; choose the next version number.

2. Plan the title

Compress the full title into one to three faithful lines. Record:

Read the full file on GitHub · 226 lines

Files

What ships with it

8 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 9d ago First seen · 226 lines · 122 tokens per session scan A e2b44f70f1a0

Subscribe to this mod's changes

tranfu-practice-cover is a skill published in the GitHub repository tranfu-labs/tranfu-skills (2 stars, last pushed 2d ago), licensed MIT. It adds 122 tokens to every session and 1,740 once invoked, about $0.0006 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-03.

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