Write one survey-quality paragraph from evidence packs (tension → contrast → evaluation anchor → limitation).

No licenceAuto-check passed

Install Grad Paragraph

skills CLI
$ npx skills add WILLOSCAR/research-units-pipeline-skills --skill grad-paragraph -a claude-code

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

GitHub CLI
$ gh skill install WILLOSCAR/research-units-pipeline-skills grad-paragraph --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/grad-paragraph .claude/skills/grad-paragraph && 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
grad-paragraph
GitHub stars
513
Token cost
~2k tokens
SKILL.md length
752 words
Files
1
Skills in repo
107
Repo updated
First seen
Licence
None found

At a glance

Write one survey-quality paragraph from evidence packs (tension → contrast → evaluation anchor → limitation).

  • Works in 4 steps: Tension sentence (1 line) → Contrast sentence (1 line; A vs B) → Evaluation anchor sentence (1 line) → …
  • SKILL.md covers Triggers & routing, Role cards (use explicitly), Role prompt: Paragraph Author… and What this paragraph must contain, plus 7 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Grad Paragraph is an agent skill from WILLOSCAR/research-units-pipeline-skills. Write one survey-quality paragraph from evidence packs (tension → contrast → evaluation anchor → limitation).

Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

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…

Example prompts

  • “/grad-paragraph”

Workflow steps

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

  1. Tension sentence (1 line)
  2. Contrast sentence (1 line; A vs B)
  3. Evaluation anchor sentence (1 line)
  4. Limitation sentence (1 line)

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

    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

Grad Paragraph loads about 2k tokens when it runs. Until then it costs about 31 tokens; SKILL.md has 752 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~31
When it runs · the whole SKILL.md, loaded when a task matches
~2k

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

Without a licence we can't republish the file, so here is its outline and opening line. It has 752 words (~1,983 tokens).

“Purpose: produce a single paragraph that reads like real survey prose, not “outline expansion”.”

— opening of SKILL.md by WILLOSCAR
name
grad-paragraph
binding
library

Read the full SKILL.md on GitHub

Files

Just SKILL.md in .codex/skills/grad-paragraph of WILLOSCAR/research-units-pipeline-skills.

Open the folder on GitHubat commit c92912a

Compare with similar skills

Grad Paragraph 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.

Grad Paragraph compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Grad Paragraph this skillWILLOSCAR/research-units-pipeline-skills513—~2kAutomated safety check: PassNone
Creating SurveysPostHog/posthog40k—~1.6kAutomated safety check: PassCustom licence
Surveysdavepoon/buildwithclaude3.6k—~1.5kAutomated safety check: PassMIT
Architecture SurveyYeachan-Heo/oh-my-claudecode40k—~1.3kAutomated safety check: PassMIT
Debugging SurveysPostHog/posthog40k—~7.1kAutomated safety check: PassCustom licence
Survey SDK AuditPostHog/posthog40k—~4.3kAutomated safety check: PassCustom licence

Similar skills

  • Creating Surveys

    PostHog/posthog

    Official

    Creates and launches PostHog surveys through MCP, including NPS/CSAT popovers, hosted feedback forms, and headless surveys.

    40k GitHub stars~1.6k tokensUpdated today
    Sales & SupportAuto-check passed
  • Surveys

    davepoon/buildwithclaude

    Manages the founder's survey-based validation — crafting the right questions, deploying a survey to the internet, and analyzing results against hypotheses.

    3.6k GitHub stars~1.5k tokensUpdated today
    Auto-check passed
  • Architecture Survey

    Yeachan-Heo/oh-my-claudecode

    Periodic survey that walks a repo's module graph and reports ranked candidates for deepening, without changing any code itself.

    40k GitHub stars~1.3k tokensUpdated yesterday
    DevelopmentAuto-check passed
  • Debugging Surveys

    PostHog/posthog

    Official

    Diagnose PostHog Surveys configuration and responses across all five SDKs (web/posthog-js, iOS, Android, Flutter, React Native).

    40k GitHub stars~7.1k tokensUpdated today
    MobileAuto-check passed
  • Survey SDK Audit

    PostHog/posthog

    Official

    Audit PostHog survey SDK features and version requirements, and implement survey changes across the backend, UI, and SDK repositories.

    40k GitHub stars~4.3k tokensUpdated today
    DevelopmentAuto-check passed
  • Pua Survey

    tanweai/pua

    PUA survey alias for Codex. An agent skill from tanweai/pua.

    20k GitHub stars~147 tokensUpdated 1 mo ago
    Auto-check passed

More from WILLOSCAR/research-units-pipeline-skills

All 107 skills in this repo
  • Appendix Table Writer

    WILLOSCAR/research-units-pipeline-skills

    Curate reader-facing survey tables for the Appendix (clean layout + high information density), using only in-scope evidence and existing citation keys.

    513 GitHub stars~1.8k tokensUpdated 4 days ago
    Auto-check passed
  • Artifact Contract Auditor

    WILLOSCAR/research-units-pipeline-skills

    Audit one research Workspace for declared Unit outputs and Pipeline target Artifacts, writing output/CONTRACTREPORT.md; use for mid-Run coverage snapshots or final delivery completeness, not deep…

    513 GitHub stars~918 tokensUpdated 4 days ago
    Auto-check passed
  • Arxiv Search

    WILLOSCAR/research-units-pipeline-skills

    Retrieve arXiv paper metadata with keyword queries or import an offline arXiv export, and save results as JSONL (papers/papersraw.jsonl).

    513 GitHub stars~1.5k tokensUpdated 4 days ago
    Auto-check passed
  • Chapter Lead Writer

    WILLOSCAR/research-units-pipeline-skills

    Write H2 chapter lead blocks (sections/S<secidlead.md) that preview the chapter's comparison lens and connect its H3 subsections, without adding new facts.

    513 GitHub stars~1.5k tokensUpdated 4 days ago
    Auto-check passed
  • Chapter Skeleton

    WILLOSCAR/research-units-pipeline-skills

    Build a retrieval-informed chapter skeleton (outline/chapterskeleton.yml) from taxonomy/core scope before stable H3 decomposition.

    513 GitHub stars~475 tokensUpdated 4 days ago
    Auto-check passed
  • Dedupe Rank

    WILLOSCAR/research-units-pipeline-skills

    A skill your agent uses when a broad paper candidate pool needs deterministic deduplication and a stable core set.

    513 GitHub stars~438 tokensUpdated 4 days ago
    Auto-check passed

Questions about Grad Paragraph

What does Grad Paragraph do?

Write one survey-quality paragraph from evidence packs (tension → contrast → evaluation anchor → limitation). Grad Paragraph is an agent skill from WILLOSCAR/research-units-pipeline-skills. Write one survey-quality paragraph from evidence packs (tension → contrast → evaluation anchor → limitation).

How do I install Grad Paragraph in Claude Code?

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

How do I install Grad Paragraph in Codex?

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

Can I use Grad Paragraph 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 grad-paragraph -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/grad-paragraph, .gemini/skills/grad-paragraph, .github/skills/grad-paragraph and .opencode/skills/grad-paragraph in your project.

What does Grad Paragraph need to run?

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

Does Grad Paragraph 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 Grad Paragraph 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 Grad Paragraph use?

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

How many tokens does Grad Paragraph use?

About 2k tokens (SKILL.md is roughly 7.9k 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 Grad Paragraph?

Skills that share tags, products or a category with Grad Paragraph: Creating Surveys (PostHog/posthog, 40k stars), Surveys (davepoon/buildwithclaude, 3.6k stars), Architecture Survey (Yeachan-Heo/oh-my-claudecode, 40k stars) and Debugging Surveys (PostHog/posthog, 40k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Grad Paragraph?

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.