Outlines Structured Generation
Orchestra-Research/AI-Research-SKILLs
Uses the Outlines library to constrain model output to a JSON schema, Pydantic model, regex or fixed set of choices when running local models.
Act as an assistive outline coach who guides structural development through questions.
$ npx skills add jwynia/agent-skills --skill outline-coach -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jwynia/agent-skills outline-coach --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/jwynia/agent-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/creative/fiction/structure/outline-coach .claude/skills/outline-coach && 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 "outline-coach" agent skill from https://github.com/jwynia/agent-skills/tree/main/skills/creative/fiction/structure/outline-coach into .claude/skills/outline-coach/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "outline-coach", 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/jwynia/agent-skills/tree/main/skills/creative/fiction/structure/outline-coachType 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 jwynia/agent-skills --skill outline-coach -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jwynia/agent-skills outline-coach --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jwynia/agent-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/creative/fiction/structure/outline-coach .agents/skills/outline-coach && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "outline-coach" agent skill from https://github.com/jwynia/agent-skills/tree/main/skills/creative/fiction/structure/outline-coach into .agents/skills/outline-coach/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "outline-coach", 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 jwynia/agent-skills --skill outline-coach -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jwynia/agent-skills outline-coach --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jwynia/agent-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/creative/fiction/structure/outline-coach .cursor/skills/outline-coach && 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 "outline-coach" agent skill from https://github.com/jwynia/agent-skills/tree/main/skills/creative/fiction/structure/outline-coach into .cursor/skills/outline-coach/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "outline-coach", 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/jwynia/agent-skills.git --path skills/creative/fiction/structure/outline-coach--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 jwynia/agent-skills --skill outline-coach -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jwynia/agent-skills outline-coach --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jwynia/agent-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/creative/fiction/structure/outline-coach .gemini/skills/outline-coach && 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 "outline-coach" agent skill from https://github.com/jwynia/agent-skills/tree/main/skills/creative/fiction/structure/outline-coach into .gemini/skills/outline-coach/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "outline-coach", 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 jwynia/agent-skills outline-coachInstalls 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 jwynia/agent-skills --skill outline-coach -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/jwynia/agent-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/creative/fiction/structure/outline-coach .github/skills/outline-coach && 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 "outline-coach" agent skill from https://github.com/jwynia/agent-skills/tree/main/skills/creative/fiction/structure/outline-coach into .github/skills/outline-coach/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "outline-coach", 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 jwynia/agent-skills --skill outline-coach -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install jwynia/agent-skills outline-coach --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/jwynia/agent-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/creative/fiction/structure/outline-coach .opencode/skills/outline-coach && 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 "outline-coach" agent skill from https://github.com/jwynia/agent-skills/tree/main/skills/creative/fiction/structure/outline-coach into .opencode/skills/outline-coach/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "outline-coach", 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.
outline-coachAct as an assistive outline coach who guides structural development through questions.
Outline Coach is an agent skill from jwynia/agent-skills. Act as an assistive outline coach who guides structural development through questions. Use when helping someone develop their own outline through diagnosis and frameworks. Critical constraint - never generate outline content. Instead ask questions, identify structural issues, suggest approaches, and let the writer structure.
Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The licence is MIT.
6 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit e02ec7e. 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.
Outline Coach loads about 2.3k tokens when it runs. Until then it costs about 85 tokens; SKILL.md has 1,188 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 jwynia/agent-skills at commit e02ec7e, republished under its MIT licence (© jwynia). 1,188 words, ~2,258 tokens.
.claude/skills/outline-coach/SKILL.md (or your agent's skills folder).You are an outline coach. Your role is to help writers develop their own story structure through questions, diagnosis, and guided exploration. You never generate outline content for them.
You do not generate:
You do generate:
You believe:
Start by understanding what they're structuring and where they're stuck.
Identify which outline problem applies:
Instead of telling them what's wrong, ask questions that help them see it:
If they need structure, explain the relevant framework:
When they need direction, offer approaches:
End coaching moments with prompts that return them to outlining:
| Instead of This | Say This |
|---|---|
| "Scene 12 should be: Goal: X, Conflict: Y, Disaster: Z" | "What's the goal in scene 12? What blocks it?" |
| "Here's your act structure..." | "Where does your protagonist hit their lowest point?" |
| "The character's lie is..." | "What does she believe at the start that the story will challenge?" |
| "Try this beat sequence: ..." | "What has to happen before the climax can land?" |
| Proposing a scene breakdown | "Walk me through what happens in this act, beat by beat" |
If they ask you to generate outline content:
Example:
If they insist:
When they share structure they've created:
"What's working: [specific structural strength and why it works] What could be stronger: [specific issue and diagnosis] Question to consider: [diagnostic question] Approach to try: [what to explore, not what to write]"
They don't know what happens next.
They don't know what the story's shape is.
They have too much and can't organize it.
They think their structure is wrong.
They have scenes but rhythm is off.
When diagnosing, you can reference specific framework skills:
But always return to coaching mode after explaining the framework.
If the writer wants active structural generation:
Every interaction should leave the writer:
This skill writes primary output to files so work persists across sessions.
Before doing any other work:
context/output-config.md in the projectexplorations/coaching/ or a sensible location for this projectcontext/output-config.md if context network exists.outline-coach-output.md at project root otherwiseFor this skill, persist:
| Goes to File | Stays in Conversation |
|---|---|
| Structural diagnosis | Real-time coaching |
| Effective questions | Discussion and exploration |
| Writer's insights | Clarifying questions |
| Progress notes | Encouragement |
Pattern: {project}-outline-coaching-{date}.md
Example: novel-outline-coaching-2025-01-15.md
When story-sense diagnoses structural problems (States 1-5.75), use coaching mode to help the writer apply the right frameworks.
If the writer wants active structural generation instead of guided discovery, hand off to outline-collaborator.
When the outline is complete and ready for drafting, redirect to story-collaborator for prose generation.
Parallel skill at the drafting level. story-coach guides prose work; you guide structural work.
© jwynia, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in skills/creative/fiction/structure/outline-coach of jwynia/agent-skills.
Open the folder on GitHubat commit e02ec7e
Outline Coach 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 |
|---|---|---|---|---|---|---|
| Outline Coach this skilljwynia/agent-skills | 170 | — | ~2.3k | Automated safety check: Pass | MIT | |
| Outlines Structured GenerationOrchestra-Research/AI-Research-SKILLs | 13k | 9 repos | ~4k | Automated safety check: Pass | MIT | |
| HTML Presentation Structure Guideshanraisshan/claude-code-best-practice | 67k | — | ~882 | Automated safety check: Pass | MIT | |
| Structured Datathedaviddias/Front-End-Checklist | 74k | — | ~420 | Automated safety check: Pass | MIT | |
| Write Guidevercel/next.js | 143k | — | ~1.6k | Automated safety check: Pass | MIT | |
| Bio Structural Biology Modern Structure PredictionFreedomIntelligence/OpenClaw-Medical-Skills | 3.1k | 1 repos | ~2.5k | Automated safety check: Pass | None |
Orchestra-Research/AI-Research-SKILLs
Uses the Outlines library to constrain model output to a JSON schema, Pydantic model, regex or fixed set of choices when running local models.
shanraisshan/claude-code-best-practice
Documents how a single-file HTML slide deck is built: slide markup, the four-level journey bar, navigation and the renumbering rules after edits.
thedaviddias/Front-End-Checklist
A skill your agent uses when auditing metadata, crawlability, structured data, or indexability related to Add structured data markup.
vercel/next.js
Generates technical guides that teach real-world use cases through progressive examples.
FreedomIntelligence/OpenClaw-Medical-Skills
Predict protein structures using modern ML models including AlphaFold3, ESMFold, Chai-1, and Boltz-1.
CherryHQ/cherry-studio
Answers questions about Cherry Studio's features, routes, shortcuts and providers from the installed build's manifest, and diagnoses runtime problems.
jwynia/agent-skills
Diagnose devcontainer configuration problems and guide development environment setup.
jwynia/agent-skills
Create distinctive, production-grade frontend interfaces with high design quality.
jwynia/agent-skills
Orchestrate agile development workflows for Gitea repositories using the tea CLI.
jwynia/agent-skills
Generate game assets using AI image generation APIs (DALL-E, Replicate, fal.ai) and prepare them for Godot.
jwynia/agent-skills
Develop AI agents, tools, and workflows with Mastra v1 Beta and Hono servers.
jwynia/agent-skills
Create and manipulate PowerPoint PPTX files programmatically.
Act as an assistive outline coach who guides structural development through questions. Outline Coach is an agent skill from jwynia/agent-skills. Act as an assistive outline coach who guides structural development through questions.
Outline Coach fits situations like: helping someone develop their own outline through diagnosis and frameworks.
Run `npx skills add jwynia/agent-skills --skill outline-coach -a claude-code`. Or copy the skill folder (skills/creative/fiction/structure/outline-coach in jwynia/agent-skills) into .claude/skills/outline-coach in your project. Claude Code loads it when a task matches its description.
Run `npx skills add jwynia/agent-skills --skill outline-coach -a codex`. Or copy the skill folder (skills/creative/fiction/structure/outline-coach in jwynia/agent-skills) into .agents/skills/outline-coach 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 jwynia/agent-skills --skill outline-coach -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/outline-coach, .gemini/skills/outline-coach, .github/skills/outline-coach and .opencode/skills/outline-coach in your project.
SKILL.md names no scripts, command-line tools or credentials: Outline Coach 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.
Outline Coach is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.3k tokens (SKILL.md is roughly 9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Outline Coach: Outlines Structured Generation (Orchestra-Research/AI-Research-SKILLs, 13k stars), HTML Presentation Structure Guide (shanraisshan/claude-code-best-practice, 67k stars), Structured Data (thedaviddias/Front-End-Checklist, 74k stars) and Write Guide (vercel/next.js, 143k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
jwynia (a GitHub user) maintains it in jwynia/agent-skills, which has 170 GitHub stars. The repository holds 111 skills in this directory. The repository was last updated on February 24, 2026.
Source: jwynia/agent-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.