Agent skill

Hai Naming

by hylarucoder in hylarucoder/hai-stack

Recommends names for concepts, identifiers, modules, files, entities, events, or product terms, or audits an existing naming set for misleading vocabulary and viewpoint drift.

Custom licenceAuto-check passed

Install Hai Naming

skills CLI
$ npx skills add hylarucoder/hai-stack --skill hai-naming -a claude-code

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

GitHub CLI
$ gh skill install hylarucoder/hai-stack hai-naming --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/hylarucoder/hai-stack.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/hai-naming .claude/skills/hai-naming && 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
hai-naming
GitHub stars
382
Token cost
~1.1k tokens
SKILL.md length
563 words
Files
4 (incl. references)
Skills in repo
18
Repo updated
First seen
Licence
Custom licence

At a glance

Recommends names for concepts, identifiers, modules, files, entities, events, or product terms, or audits an existing naming set for misleading vocabulary and viewpoint drift.

  • Works in 6 steps: Name in context. Read the declaration,… → Choose a viewpoint. Product names… → Preserve decisive information. Shorten… → …
  • What should I call this?
  • SKILL.md covers Purpose, Choose the mode, Decision rules and Workflow, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Hai Naming is an agent skill from hylarucoder/hai-stack. Recommends names for concepts, identifiers, modules, files, entities, events, or product terms, or audits an existing naming set for misleading vocabulary and viewpoint drift. Use for “what should I call this?”, rename requests, or naming reviews(起名、命名、改名、名字不清楚). Give a concise answer for one local name; use the full vocabulary map and migration scope only for cross-module or public naming audits. Route boundary problems exposed by naming to hai-architecture.

Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. The skill folder holds 4 other files, including reference files (for example `SKILL.zh_CN.md`, `references/output-template.md` and `references/principles.md`).

When your agent uses it

  • What should I call this?
  • Rename requests
  • Naming reviews(起名、命名、改名、名字不清楚)

Example prompts

  • “what should I call this?”
  • “Use the hai-naming skill to recommend names for concepts, identifiers, modules, files, entities, events, or product terms, or audits an existing…”
  • “/hai-naming”

Workflow steps

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

  1. Name in context. Read the declaration, callers, neighboring concepts, layer, audience, and
  2. Choose a viewpoint. Product names describe user intent, domain names describe durable
  3. Preserve decisive information. Shorten only when the surrounding expression carries the
  4. Use one word per concept. The same concept keeps one term; different concepts do not share a
  5. Name ownership, not incidental mechanics. Manager, Service, Helper, Data, Info,
  6. Treat naming friction as evidence. If every candidate needs a paragraph of explanation, the

What it can do on your machine

Read from SKILL.md and the folder at commit a6c7ed2. 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

Hai Naming loads about 1.1k tokens when it runs, and up to ~2k if it reads all its reference files. Until then it costs about 119 tokens; SKILL.md has 563 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~119
When it runs · the whole SKILL.md, loaded when a task matches
~1.1k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~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

Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 563 words (~1,132 tokens).

“For Chinese readers, see SKILL.zh_CN.md. The English SKILL.md is the execution source of truth.”

— opening of SKILL.md by hylarucoder, Custom licence
name
hai-naming

Read the full SKILL.md on GitHub

Files

SKILL.md and 3 other files (references) in skills/hai-naming of hylarucoder/hai-stack.

  • SKILL.md
  • SKILL.zh_CN.md
  • references/output-template.md
  • references/principles.md

Open the folder on GitHubat commit a6c7ed2

Compare with similar skills

Hai Naming 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.

Hai Naming compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Hai Naming this skillhylarucoder/hai-stack382—~1.1kAutomated safety check: PassCustom licence
Speculative Namingsgl-project/sglang37k2 repos~1.6kAutomated safety check: PassApache-2.0
Twenty Syncable Entity Typestwentyhq/twenty58k—~2.8kAutomated safety check: PassCustom licence
Abp Moduleabpframework/abp14k—~1.6kAutomated safety check: PassLGPL-3.0
Scienceworld Living Entity Identifierzjunlp/SkillNet1.4k—~531Automated safety check: PassMIT
Git Branch Namingmakeplane/plane61k—~594Automated safety check: PassAGPL-3.0

Similar skills

  • Speculative Naming

    sgl-project/sglang

    Naming conventions for SGLang speculative decoding identifiers.

    37k GitHub starsUsed in 2 repos~1.6k tokens
    DevOps & CloudAuto-check passed
  • Walks through the first of six steps for adding a syncable entity to Twenty's server: metadata name, TypeORM entity, flat types and central constants.

    58k GitHub stars~2.8k tokensUpdated today
    DevelopmentAuto-check passed
  • Abp Module

    abpframework/abp

    ABP reusable Module solution template - EF Core + MongoDB dual support, virtual methods for extensibility, DbTablePrefix, module options pattern, entity extension, separate connection string.

    14k GitHub stars~1.6k tokensUpdated today
    DatabasesAuto-check passed
  • Analyzes room observations to identify potential living things (e.g., eggs, plants, animals) among listed objects.

    1.4k GitHub stars~531 tokensUpdated yesterday
    Auto-check passed
  • Git Branch Naming

    makeplane/plane

    Names a new Git branch with a type prefix, the lowercased work item ID and a short kebab-case description, so the ID can be extracted later from the branch name.

    61k GitHub stars~594 tokensUpdated yesterday
    DevelopmentAuto-check passed
  • Naming Conventions

    thedaviddias/Front-End-Checklist

    A skill your agent uses when reviewing stylesheets, component styles, and responsive behavior related to Use consistent CSS naming conventions.

    74k GitHub stars~481 tokensUpdated 2 days ago
    Frontend & DesignAuto-check passed

More from hylarucoder/hai-stack

All 18 skills in this repo
  • Verify a defined software change against requirements and produce a proportional, evidence-backed acceptance report with specification precedence, scope boundaries, requirement-to-evidence…

    382 GitHub stars~2.1k tokensUpdated 3 days ago
    Auto-check passed
  • Hai Ast Grep

    hylarucoder/hai-stack

    Produces a ready-to-run ast-grep command or reusable YAML lint/codemod rule, validated against positive and negative fixtures.

    382 GitHub stars~1.5k tokensUpdated 3 days ago
    Auto-check passed
  • Readme Beautifier

    hylarucoder/hai-stack

    Reformats and restructures a README or similar Markdown project document without changing its factual content, voice, or scope, then summarizes formatting-only edits.

    382 GitHub stars~1.8k tokensUpdated 3 days ago
    Auto-check passed
  • Hai Visual Explainer

    hylarucoder/hai-stack

    Turns supplied content into self-contained HTML and PNG in two modes: card for one shareable frame(知识卡、信息卡、金句卡、封面、把要点做成一张图), report for multi-section documents(可视化报告、HTML 汇报页、PRD/计划/评审做成网页).

    382 GitHub stars~2k tokensUpdated 3 days ago
    Auto-check passed
  • Code Review And Quality

    hylarucoder/hai-stack

    Reviews a code change for correctness, security, maintainability, architecture, performance, and verification gaps, or performs a local code-smell review.

    382 GitHub stars~934 tokensUpdated 3 days ago
    Auto-check passed
  • Entity Model Auditor

    hylarucoder/hai-stack

    Audits an entity model field by field: what should exist, what exists now, where each value belongs (column, config, computed runtime value, or removal), and what must migrate.

    382 GitHub stars~1.5k tokensUpdated 3 days ago
    Auto-check passed

Questions about Hai Naming

What does Hai Naming do?

Recommends names for concepts, identifiers, modules, files, entities, events, or product terms, or audits an existing naming set for misleading vocabulary and viewpoint drift. Hai Naming is an agent skill from hylarucoder/hai-stack. Recommends names for concepts, identifiers, modules, files, entities, events, or product terms, or audits an existing naming set for misleading vocabulary and viewpoint drift.

When should I use Hai Naming?

Hai Naming fits situations like: what should I call this?; rename requests; naming reviews(起名、命名、改名、名字不清楚).

How do I install Hai Naming in Claude Code?

Run `npx skills add hylarucoder/hai-stack --skill hai-naming -a claude-code`. Or copy the skill folder (skills/hai-naming in hylarucoder/hai-stack) into .claude/skills/hai-naming in your project. Claude Code loads it when a task matches its description.

How do I install Hai Naming in Codex?

Run `npx skills add hylarucoder/hai-stack --skill hai-naming -a codex`. Or copy the skill folder (skills/hai-naming in hylarucoder/hai-stack) into .agents/skills/hai-naming in your project. Codex loads it when a task matches its description.

Can I use Hai Naming 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 hylarucoder/hai-stack --skill hai-naming -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/hai-naming, .gemini/skills/hai-naming, .github/skills/hai-naming and .opencode/skills/hai-naming in your project.

What does Hai Naming need to run?

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

Does Hai Naming 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 Hai Naming 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 Hai Naming use?

Hai Naming 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 Hai Naming use?

About 1.1k tokens (SKILL.md is roughly 4.5k 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 894 tokens, read only when the agent opens those files.

What are the alternatives to Hai Naming?

Skills that share tags, products or a category with Hai Naming: Speculative Naming (sgl-project/sglang, 37k stars), Twenty Syncable Entity Types (twentyhq/twenty, 58k stars), Abp Module (abpframework/abp, 14k stars) and Scienceworld Living Entity Identifier (zjunlp/SkillNet, 1.4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Hai Naming?

hylarucoder (a GitHub user) maintains it in hylarucoder/hai-stack, which has 382 GitHub stars. The repository holds 18 skills in this directory. The repository was last updated on October 5, 2026.

Source: hylarucoder/hai-stack on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.