Agent skill

Source Tutorial Writer

by WILLOSCAR in WILLOSCAR/research-units-pipeline-skills

A skill your agent uses when approved tutorial context packs exist and the run needs the final article-first tutorial deliverable.

No licenceAuto-check passed

Install Source Tutorial Writer

skills CLI
$ npx skills add WILLOSCAR/research-units-pipeline-skills --skill source-tutorial-writer -a claude-code

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

GitHub CLI
$ gh skill install WILLOSCAR/research-units-pipeline-skills source-tutorial-writer --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/WILLOSCAR/research-units-pipeline-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.codex/skills/source-tutorial-writer .claude/skills/source-tutorial-writer && 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
source-tutorial-writer
GitHub stars
513
Token cost
~398 tokens
SKILL.md length
154 words
Files
2 (incl. scripts)
Skills in repo
107
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when approved tutorial context packs exist and the run needs the final article-first tutorial deliverable.

  • Approved tutorial context packs exist and the run needs the final article-first tutorial deliverable
  • SKILL.md covers Triggers & routing, Inputs, Output and Contract, plus 3 more sections
  • Runs Python scripts from its folder

What it does

Source Tutorial Writer is an agent skill from WILLOSCAR/research-units-pipeline-skills. Use when approved tutorial context packs exist and the run needs the final article-first tutorial deliverable.

Its SKILL.md is about 400 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including scripts (for example `scripts/run.py`).

The repository describes itself as: Research pipelines as semantic execution units: each skill declares inputs/outputs, acceptance criteria, and guardrails. Evidence-first methodology prevents hollow writing…

When your agent uses it

  • Approved tutorial context packs exist and the run needs the final article-first tutorial deliverable

Example prompts

  • “/source-tutorial-writer”

Requirements

  • Python 3

What it can do on your machine

Read from SKILL.md and the folder at commit c92912a. 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), 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

Source Tutorial Writer loads about 398 tokens when it runs. Until then it costs about 33 tokens; SKILL.md has 154 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~33
When it runs · the whole SKILL.md, loaded when a task matches
~398

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 154 words (~398 tokens).

“Writes the final tutorial markdown from approved module packs and the locked C2 structure.”

— opening of SKILL.md by WILLOSCAR
name
source-tutorial-writer

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file (scripts) in .codex/skills/source-tutorial-writer of WILLOSCAR/research-units-pipeline-skills.

  • SKILL.md
  • scripts/run.py

Open the folder on GitHubat commit c92912a

Compare with similar skills

Source Tutorial Writer 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.

Source Tutorial Writer compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Source Tutorial Writer this skillWILLOSCAR/research-units-pipeline-skills513—~398Automated safety check: PassNone
How To Tutorial WriterAffitor/affiliate-skills699—~3.6kAutomated safety check: PassMIT
TutorialQ00/ouroboros6.2k—~1.6kAutomated safety check: PassMIT
Operator Approval Loopaffaan-m/ECC275k—~3.3kAutomated safety check: PassMIT
Exist AutomationComposioHQ/awesome-claude-skills77k3 repos~723Automated safety check: PassNone
Tutorial Engineersickn33/agentic-awesome-skills47k2 repos~4.1kAutomated safety check: PassMIT

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Questions about Source Tutorial Writer

What does Source Tutorial Writer do?

A skill your agent uses when approved tutorial context packs exist and the run needs the final article-first tutorial deliverable. Source Tutorial Writer is an agent skill from WILLOSCAR/research-units-pipeline-skills. Use when approved tutorial context packs exist and the run needs the final article-first tutorial deliverable.

When should I use Source Tutorial Writer?

Source Tutorial Writer fits situations like: approved tutorial context packs exist and the run needs the final article-first tutorial deliverable.

How do I install Source Tutorial Writer in Claude Code?

Run `npx skills add WILLOSCAR/research-units-pipeline-skills --skill source-tutorial-writer -a claude-code`. Or copy the skill folder (.codex/skills/source-tutorial-writer in WILLOSCAR/research-units-pipeline-skills) into .claude/skills/source-tutorial-writer in your project. Claude Code loads it when a task matches its description.

How do I install Source Tutorial Writer in Codex?

Run `npx skills add WILLOSCAR/research-units-pipeline-skills --skill source-tutorial-writer -a codex`. Or copy the skill folder (.codex/skills/source-tutorial-writer in WILLOSCAR/research-units-pipeline-skills) into .agents/skills/source-tutorial-writer in your project. Codex loads it when a task matches its description.

Can I use Source Tutorial Writer 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 WILLOSCAR/research-units-pipeline-skills --skill source-tutorial-writer -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/source-tutorial-writer, .gemini/skills/source-tutorial-writer, .github/skills/source-tutorial-writer and .opencode/skills/source-tutorial-writer in your project.

What does Source Tutorial Writer need to run?

Going by SKILL.md and its folder, Source Tutorial Writer needs Python for the scripts in its folder. Our summary lists: Python 3.

Does Source Tutorial Writer 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 Source Tutorial Writer 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 Source Tutorial Writer use?

No licence was found for Source Tutorial Writer or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Source Tutorial Writer use?

About 398 tokens (SKILL.md is roughly 1.6k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Source Tutorial Writer?

Skills that share tags, products or a category with Source Tutorial Writer: How To Tutorial Writer (Affitor/affiliate-skills, 699 stars), Tutorial (Q00/ouroboros, 6.2k stars), Operator Approval Loop (affaan-m/ECC, 275k stars) and Exist Automation (ComposioHQ/awesome-claude-skills, 77k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Source Tutorial Writer?

WILLOSCAR (a GitHub user) maintains it in WILLOSCAR/research-units-pipeline-skills, which has 513 GitHub stars. The repository holds 107 skills in this directory. The repository was last updated on October 5, 2026.

Source: WILLOSCAR/research-units-pipeline-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.