Story Multi-Perspective Review
zenstory-ai/oh-story-claudecode
Reviews Chinese web-novel text with several reviewer agents in parallel, falling back to a single-agent pass, and reports structure, character, prose and setting problems with fixes.
Design evolving language systems for fictional worlds. An agent skill from jwynia/agent-skills.
$ npx skills add jwynia/agent-skills --skill language-evolution -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install jwynia/agent-skills language-evolution --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/worldbuilding/language-evolution .claude/skills/language-evolution && 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 "language-evolution" agent skill from https://github.com/jwynia/agent-skills/tree/main/skills/creative/fiction/worldbuilding/language-evolution into .claude/skills/language-evolution/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "language-evolution", 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/worldbuilding/language-evolutionType 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 language-evolution -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install jwynia/agent-skills language-evolution --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/worldbuilding/language-evolution .agents/skills/language-evolution && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "language-evolution" agent skill from https://github.com/jwynia/agent-skills/tree/main/skills/creative/fiction/worldbuilding/language-evolution into .agents/skills/language-evolution/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "language-evolution", 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 language-evolution -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install jwynia/agent-skills language-evolution --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/worldbuilding/language-evolution .cursor/skills/language-evolution && 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 "language-evolution" agent skill from https://github.com/jwynia/agent-skills/tree/main/skills/creative/fiction/worldbuilding/language-evolution into .cursor/skills/language-evolution/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "language-evolution", 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/worldbuilding/language-evolution--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 language-evolution -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install jwynia/agent-skills language-evolution --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/worldbuilding/language-evolution .gemini/skills/language-evolution && 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 "language-evolution" agent skill from https://github.com/jwynia/agent-skills/tree/main/skills/creative/fiction/worldbuilding/language-evolution into .gemini/skills/language-evolution/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "language-evolution", 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 language-evolutionInstalls 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 language-evolution -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/worldbuilding/language-evolution .github/skills/language-evolution && 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 "language-evolution" agent skill from https://github.com/jwynia/agent-skills/tree/main/skills/creative/fiction/worldbuilding/language-evolution into .github/skills/language-evolution/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "language-evolution", 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 language-evolution -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 language-evolution --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/worldbuilding/language-evolution .opencode/skills/language-evolution && 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 "language-evolution" agent skill from https://github.com/jwynia/agent-skills/tree/main/skills/creative/fiction/worldbuilding/language-evolution into .opencode/skills/language-evolution/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "language-evolution", 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.
language-evolutionDesign evolving language systems for fictional worlds. An agent skill from jwynia/agent-skills.
Language Evolution is an agent skill from jwynia/agent-skills. Design evolving language systems for fictional worlds. Use when creating language families, dialects, linguistic history, or when language should reflect cultural and historical development.
Its SKILL.md is about 4.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Writing & Content, covering Creative writing and fiction. The licence is MIT.
12 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.
Language Evolution loads about 4.3k tokens when it runs. Until then it costs about 52 tokens; SKILL.md has 1,725 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). 1,725 words, ~4,307 tokens.
.claude/skills/language-evolution/SKILL.md (or your agent's skills folder).You help writers create realistic language systems that evolve over time and reflect cultural history. This goes beyond conlang phonology to address how languages change, branch, and interact across generations and geographies.
| Parameter | What It Affects |
|---|---|
| Geographic Distribution | Mountain ranges, rivers affecting spread |
| Climate Influence | Weather and seasonal vocabulary |
| Resource Availability | Local materials in terminology |
| Fauna and Flora | Taxonomic complexity for important species |
| Topographical Marking | Landscape feature naming patterns |
| Parameter | What It Affects |
|---|---|
| Migration Patterns | Population movements creating contact |
| Conquest History | Dominant-subordinate language relationships |
| Trade Networks | Commercial contact creating exchange |
| Technological Development | New terminology requirements |
| Religious Traditions | Abstract concepts and sacred language |
| Parameter | What It Affects |
|---|---|
| Social Stratification | Class-based language variation |
| Occupational Specialization | Professional jargons |
| Gender Differentiation | Gender-based language patterns |
| Age Grading | Generational change markers |
| Group Identity Marking | In-group terminology and pronunciation |
| Parameter | What It Affects |
|---|---|
| Formality Levels | Situational appropriateness markers |
| Medium Adaptation | Spoken vs. written vs. digital |
| Specialist Discourse | Technical, legal, scientific evolution |
| Artistic Expression | Poetic, narrative, performance forms |
| Privacy/Secrecy | Coded communication and euphemisms |
| Type | Characteristics | Real Examples |
|---|---|---|
| Isolating | Minimal word modification | Mandarin Chinese |
| Agglutinative | Clear morpheme boundaries | Turkish, Japanese |
| Fusional | Multiple meanings in single morphemes | Latin, Russian |
| Polysynthetic | Many morphemes per word | Inuktitut, Mohawk |
| Type | Pattern | Examples |
|---|---|---|
| SVO | Subject-Verb-Object | English, Mandarin |
| SOV | Subject-Object-Verb | Japanese, Turkish |
| VSO | Verb-Subject-Object | Irish, Classical Arabic |
| VOS | Verb-Object-Subject | Malagasy |
| OVS | Object-Verb-Subject | Hixkaryana |
| OSV | Object-Subject-Verb | Rare |
| Type | How It Works | Examples |
|---|---|---|
| Logographic | Character per word/morpheme | Chinese |
| Syllabic | Character per syllable | Japanese kana |
| Alphabetic | Character per phoneme | Latin, Cyrillic |
| Abjad | Consonants primarily | Arabic, Hebrew |
| Abugida | Consonant-vowel units | Devanagari |
| Featural | Characters represent features | Korean Hangul |
| Type | Description |
|---|---|
| Lenition | Weakening of consonants |
| Fortition | Strengthening of consonants |
| Vowel Shift | Systematic vowel changes |
| Palatalization | Consonants shift toward palate |
| Assimilation | Sounds become more similar |
| Metathesis | Sound order swaps |
| Type | Description |
|---|---|
| Grammaticalization | Lexical words become grammatical |
| Analogical Leveling | Irregular forms become regular |
| Case System Simplification | Loss of case distinctions |
| Tense/Aspect Development | New temporal distinctions |
| Evidentiality Emergence | Source marking becomes grammatical |
| Type | Description |
|---|---|
| Lexical Borrowing | Vocabulary adoption (most common) |
| Phonological Influence | Sound system adjustments |
| Syntactic Convergence | Sentence structure alignment |
| Morphological Simplification | Complexity reduction in contact |
| Calquing | Loan translation with native words |
| Code-Switching | Alternation between languages |
| Register | Context | Features |
|---|---|---|
| Frozen | Ceremonies, oaths | Fixed phrases, archaic forms |
| Formal | Official, professional | Complete sentences, technical |
| Consultative | Teacher-student, expert-client | Standard grammar |
| Casual | Friends, family | Slang, ellipsis |
| Intimate | Close relationships | Private vocabulary |
| Type | What Varies |
|---|---|
| Phonological | Pronunciation differences |
| Lexical | Vocabulary differences |
| Grammatical | Structure differences |
| Pragmatic | Usage differences |
context/output-config.md in the projectworldbuilding/languages/ or explorations/worldbuilding/Pattern: {language-family}-evolution-{date}.md
context/output-config.md{language-family}-evolution-{date}.mdTrigger phrases: "design the language family", "how did these languages diverge", "linguistic history"
| Task | Agent Type | When to Spawn |
|---|---|---|
| Linguistic research | general-purpose | When modeling on real language families |
| Conlang phonology | general-purpose | When needing detailed sound inventory |
Pattern: Creating "alien language" by substituting words into English grammar and syntax—"Klaatu barada nikto" as sentence structure. Why it fails: Language families don't work this way. Different languages have different grammatical structures, word orders, and morphological patterns. English-with-different-words feels fake. Fix: Choose a typological profile different from English. An SOV language with agglutinative morphology will feel genuinely foreign even with limited vocabulary.
Pattern: Languages with no exceptions, no irregular verbs, no spelling inconsistencies—logically constructed rather than evolved. Why it fails: Real languages accumulate irregularities through history. The most common words resist change, preserving older forms. Constructed perfection signals artificial origin. Fix: Add irregularity to high-frequency elements. "To be" equivalents should be irregular. Common plurals should have exceptions. Spelling should preserve historical pronunciations.
Pattern: Languages unchanged for millennia, spoken identically by ancient elves and their modern descendants. Why it fails: All spoken languages change. Geographic separation creates dialects. Prestige languages like Latin fossilize as literary forms while spoken vernacular evolves. Fix: Create at least archaic and modern registers. Show dialect variation across regions. Have characters note "old-fashioned" speech patterns.
Pattern: Languages existing side by side for centuries without borrowing, convergence, or pidginization. Why it fails: Language contact always produces change. Trade brings vocabulary. Conquest brings grammatical influence. Bilingualism creates code-switching patterns. Fix: Map where languages meet. Identify domains where borrowing occurs (technology, trade goods, governance). Create contact phenomena appropriate to relationship type.
Pattern: Everyone in a kingdom speaking exactly one language with no regional variation, no professional jargon, no class markers. Why it fails: Real societies are linguistically diverse. Merchants develop trade pidgins. Scholars use classical languages. Nobility marks status through speech. Regions develop dialects. Fix: Design at least three registers (formal, common, intimate). Add professional jargons for important groups. Include at least one prestige/classical language.
| Skill | What it provides |
|---|---|
| worldbuilding | Geographic and historical context for language spread |
| multi-order-evolution | Generational timescales for language change |
| governance-systems | Political boundaries affecting language standardization |
| Skill | What this provides |
|---|---|
| conlang | Historical context for phonology choices |
| character-naming | Naming conventions following language patterns |
| dialogue | Register variation for character voice |
| memetic-depth | Linguistic markers for cultural texture |
| Skill | Relationship |
|---|---|
| conlang | Language-evolution provides macro history; conlang provides micro phonology. Use together for deep linguistic worldbuilding |
| memetic-depth | Language-evolution tracks structural change; memetic-depth uses linguistic markers for cultural texture |
© 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/worldbuilding/language-evolution of jwynia/agent-skills.
Open the folder on GitHubat commit e02ec7e
Language Evolution 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 |
|---|---|---|---|---|---|---|
| Language Evolution this skilljwynia/agent-skills | 166 | — | ~4.3k | Automated safety check: Pass | MIT | |
| Story Multi-Perspective Reviewzenstory-ai/oh-story-claudecode | 7.4k | 3 repos | ~3k | Automated safety check: Pass | MIT | |
| Story Toolbox Routerzenstory-ai/oh-story-claudecode | 7.4k | 1 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Short Web Fiction Trend Scanzenstory-ai/oh-story-claudecode | 7.4k | 3 repos | ~1.2k | Automated safety check: Pass | MIT | |
| InkOS Creative HarnessNarcooo/inkos | 10k | 1 repos | ~1.1k | Automated safety check: Pass | AGPL-3.0 | |
| Novel Arteternityspring/shuohao-skills | 4.2k | — | ~1.1k | Automated safety check: Notes | Apache-2.0 |
zenstory-ai/oh-story-claudecode
Reviews Chinese web-novel text with several reviewer agents in parallel, falling back to a single-agent pass, and reports structure, character, prose and setting problems with fixes.
zenstory-ai/oh-story-claudecode
Routes a Chinese web-novel writing request to the matching tool in a 13-skill toolbox, covers author habit memory, and can launch a local dashboard for browsing a project.
zenstory-ai/oh-story-claudecode
Scans popular short web-fiction rankings on Chinese platforms such as Dianzhong and Heiyan to surface trending emotional hooks, themes and topic candidates with an expiry warning.
Narcooo/inkos
Drives long-form fiction, scripts, storyboards, interactive films and long-document translation through InkOS, with every change made by a typed action.
eternityspring/shuohao-skills
给 AI 短剧出美术设定集(场景 + 叙事道具):场景的设计意图、一致性锚点、光照时段变体、 空景提示词;道具的戏剧功能、状态变体、尺度参照、白底无手提示词。
zenstory-ai/oh-story-claudecode
Rewrites AI-sounding Chinese web novel text so it reads naturally, changing as little as possible and keeping plot, names and numbers intact.
jwynia/agent-skills
Diagnose devcontainer configuration problems and guide development environment setup.
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Create distinctive, production-grade frontend interfaces with high design quality.
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Orchestrate agile development workflows for Gitea repositories using the tea CLI.
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Develop AI agents, tools, and workflows with Mastra v1 Beta and Hono servers.
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Create and manipulate PowerPoint PPTX files programmatically.
Categories
Design evolving language systems for fictional worlds. An agent skill from jwynia/agent-skills. Language Evolution is an agent skill from jwynia/agent-skills. Design evolving language systems for fictional worlds.
Language Evolution fits situations like: creating language families; linguistic history; language should reflect cultural and historical development.
Run `npx skills add jwynia/agent-skills --skill language-evolution -a claude-code`. Or copy the skill folder (skills/creative/fiction/worldbuilding/language-evolution in jwynia/agent-skills) into .claude/skills/language-evolution in your project. Claude Code loads it when a task matches its description.
Run `npx skills add jwynia/agent-skills --skill language-evolution -a codex`. Or copy the skill folder (skills/creative/fiction/worldbuilding/language-evolution in jwynia/agent-skills) into .agents/skills/language-evolution 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 language-evolution -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/language-evolution, .gemini/skills/language-evolution, .github/skills/language-evolution and .opencode/skills/language-evolution in your project.
SKILL.md names no scripts, command-line tools or credentials: Language Evolution 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.
Language Evolution is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 4.3k tokens (SKILL.md is roughly 17k 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 Language Evolution: Story Multi-Perspective Review (zenstory-ai/oh-story-claudecode, 7.4k stars), Story Toolbox Router (zenstory-ai/oh-story-claudecode, 7.4k stars), Short Web Fiction Trend Scan (zenstory-ai/oh-story-claudecode, 7.4k stars) and InkOS Creative Harness (Narcooo/inkos, 10k 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 166 GitHub stars. The repository holds 112 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.