Agent skill

Idsd Workflow

by wengan-li in wengan-li/ncku-thesis-template-latex

Mandatory repository-neutral IDSD/ICE workflow. An agent skill from wengan-li/ncku-thesis-template-latex.

Custom licenceAuto-check passedDocuments & Office

Install Idsd Workflow

skills CLI
$ npx skills add wengan-li/ncku-thesis-template-latex --skill idsd-workflow -a claude-code

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

GitHub CLI
$ gh skill install wengan-li/ncku-thesis-template-latex idsd-workflow --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/wengan-li/ncku-thesis-template-latex.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/idsd-workflow .claude/skills/idsd-workflow && 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
idsd-workflow
GitHub stars
151
Token cost
~612 tokens
SKILL.md length
283 words
Files
2 (incl. references)
Skills in repo
4
Repo updated
First seen
Licence
Custom licence

At a glance

Mandatory repository-neutral IDSD/ICE workflow. An agent skill from wengan-li/ncku-thesis-template-latex.

  • Works in 7 steps: Read project instructions and focused… → Inspect workspace and version-control… → Read named todo, issue, spec, ADR,… → …
  • Every repository task to separate Intent
  • SKILL.md covers Portability, Intent, Expectations and Context, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Idsd Workflow is an agent skill from wengan-li/ncku-thesis-template-latex. Mandatory repository-neutral IDSD/ICE workflow. Use for every repository task to separate Intent, Expectations, and Context; keep trivial work lightweight and maintain a durable brief for non-trivial or multi-stage work.

Its SKILL.md is about 610 tokens, which your agent loads only when the skill is triggered. The skill folder holds 2 other files, including reference files (for example `references/brief-template.md`).

It sits in Documents & Office, covering Essays and academic help. It works with LaTeX. The repository describes itself as: NCKU Thesis/Dissertation Template in Latex | 台灣國立成功大學碩博士用畢業論文LaTex模板.

When your agent uses it

  • Every repository task to separate Intent
  • Keep trivial work lightweight and maintain a durable brief for non-trivial
  • Multi-stage work

Example prompts

  • “/idsd-workflow”

Workflow steps

7 steps, taken from the first numbered list in SKILL.md.

  1. Read project instructions and focused skills.
  2. Inspect workspace and version-control state; preserve unrelated work.
  3. Read named todo, issue, spec, ADR, design, or handoff.
  4. Follow repository-mandated discovery tools.
  5. Trace actual source, config, data, tests, logs, and runtime paths.
  6. Separate facts, inferences, assumptions, and open questions.
  7. Reconcile evidence with Intent and Expectations.

What it can do on your machine

Read from SKILL.md and the folder at commit 7a42edb. 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

    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.

  • 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

Idsd Workflow loads about 612 tokens when it runs, and up to ~848 if it reads all its reference files. Until then it costs about 59 tokens; SKILL.md has 283 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~59
When it runs · the whole SKILL.md, loaded when a task matches
~612
With references · SKILL.md plus every file in references/, read only if the agent opens them
~848

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); files beside SKILL.md are not scanned.

SKILL.md

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 283 words (~612 tokens).

“Use Intent, Expectations, and Context as separate views.”

— opening of SKILL.md by wengan-li, Custom licence
name
idsd-workflow

Read the full SKILL.md on GitHub

Files

SKILL.md and 1 other file (references) in .agents/skills/idsd-workflow of wengan-li/ncku-thesis-template-latex.

  • SKILL.md
  • references/brief-template.md

Open the folder on GitHubat commit 7a42edb

Compare with similar skills

Idsd Workflow 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.

Idsd Workflow compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Idsd Workflow this skillwengan-li/ncku-thesis-template-latex151—~612Automated safety check: PassCustom licence
Thesis Figure Skill0xE1337/thesis-figure-skill144—~9.1kAutomated safety check: PassMIT
Latex Thesis Zhbrycewang-stanford/Auto-Empirical-Research-Skills4.6k—~1.5kAutomated safety check: PassCustom licence
Thesis DOCXcatlog22/maestro-flow5641 repos~2.5kAutomated safety check: PassMIT
Sci PptShZhao27208/Aut_Sci_Write209—~757Automated safety check: PassMIT
Thesis Defense PPTX Builderzouchenzhen/thesis-defense-pptx-skill266—~2.4kAutomated safety check: PassApache-2.0

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Works with

Questions about Idsd Workflow

What does Idsd Workflow do?

Mandatory repository-neutral IDSD/ICE workflow. An agent skill from wengan-li/ncku-thesis-template-latex. Idsd Workflow is an agent skill from wengan-li/ncku-thesis-template-latex. Mandatory repository-neutral IDSD/ICE workflow.

When should I use Idsd Workflow?

Idsd Workflow fits situations like: every repository task to separate Intent; keep trivial work lightweight and maintain a durable brief for non-trivial; multi-stage work.

How do I install Idsd Workflow in Claude Code?

Run `npx skills add wengan-li/ncku-thesis-template-latex --skill idsd-workflow -a claude-code`. Or copy the skill folder (.agents/skills/idsd-workflow in wengan-li/ncku-thesis-template-latex) into .claude/skills/idsd-workflow in your project. Claude Code loads it when a task matches its description.

How do I install Idsd Workflow in Codex?

Run `npx skills add wengan-li/ncku-thesis-template-latex --skill idsd-workflow -a codex`. Or copy the skill folder (.agents/skills/idsd-workflow in wengan-li/ncku-thesis-template-latex) into .agents/skills/idsd-workflow in your project. Codex loads it when a task matches its description.

Can I use Idsd Workflow 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 wengan-li/ncku-thesis-template-latex --skill idsd-workflow -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/idsd-workflow, .gemini/skills/idsd-workflow, .github/skills/idsd-workflow and .opencode/skills/idsd-workflow in your project.

What does Idsd Workflow need to run?

SKILL.md names no scripts, command-line tools or credentials: Idsd Workflow is instructions for the agent only.

Does Idsd Workflow 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 Idsd Workflow 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. Review the folder before installing.

What licence does Idsd Workflow use?

Idsd Workflow has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.

How many tokens does Idsd Workflow use?

About 612 tokens (SKILL.md is roughly 2.4k 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 236 tokens, read only when the agent opens those files.

What are the alternatives to Idsd Workflow?

Skills that share tags, products or a category with Idsd Workflow: Thesis Figure Skill (0xE1337/thesis-figure-skill, 144 stars), Latex Thesis Zh (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars), Thesis DOCX (catlog22/maestro-flow, 564 stars) and Sci Ppt (ShZhao27208/Aut_Sci_Write, 209 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Idsd Workflow?

wengan-li (a GitHub user) maintains it in wengan-li/ncku-thesis-template-latex, which has 151 GitHub stars. The repository holds 4 skills in this directory. The repository was last updated on October 3, 2026.

Source: wengan-li/ncku-thesis-template-latex on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.