Agent skill

Hai Rewrite Doc

by hylarucoder in hylarucoder/hai-stack

Rebuilds a drifted, repeatedly patched document from verified current conclusions.

Custom licenceAuto-check passedProduct & Project Management

Install Hai Rewrite Doc

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

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

GitHub CLI
$ gh skill install hylarucoder/hai-stack hai-rewrite-doc --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-rewrite-doc .claude/skills/hai-rewrite-doc && 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-rewrite-doc
GitHub stars
382
Token cost
~2k tokens
SKILL.md length
1,145 words
Files
3 (incl. references)
Skills in repo
18
Repo updated
First seen
Licence
Custom licence

At a glance

Rebuilds a drifted, repeatedly patched document from verified current conclusions.

  • Works in 8 steps: Build the anchor. Collect the… → Interrogate the holes. If the anchor… → Inventory the old document. Split it… → …
  • The user wants a rotten document verified and rewritten rather than patched again(按最新结论重写、逐条核实、推倒重写)
  • SKILL.md covers Overview, Core Principle, Workflow and Output and file safety, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Hai Rewrite Doc is an agent skill from hylarucoder/hai-stack. Rebuilds a drifted, repeatedly patched document from verified current conclusions. It inventories old blocks, preserves verified wording, removes disproved material, writes authoritative replacement coverage only from verified sources, and reports keep/delete/replace/undecided dispositions. Use when the user wants a rotten document verified and rewritten rather than patched again(按最新结论重写、逐条核实、推倒重写). Use hai-prd for PRDs, hai-goal for plans, and a document-audit skill when no rewrite is requested.

Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `SKILL.zh_CN.md` and `references/output-template.md`).

It sits in Product & Project Management, covering PRD writing.

When your agent uses it

  • The user wants a rotten document verified and rewritten rather than patched again(按最新结论重写、逐条核实、推倒重写)
  • Tasks that involve PRD writing

Example prompts

  • “Use the hai-rewrite-doc skill to rebuild a drifted, repeatedly patched document from verified current conclusions”
  • “/hai-rewrite-doc”

Workflow steps

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

  1. Build the anchor. Collect the conclusions that are true now: decisions made, decisions
  2. Interrogate the holes. If the anchor cannot answer "who is this document for" or "what did
  3. Inventory the old document. Split it into blocks (sections, claims, tables, examples,
  4. Verify at two levels: macro first, then micro.
  5. Give every block exactly one verdict
  6. Decide the structure deliberately. Keep the old structure when it still serves the anchor
  7. Write the new document in full. It must stand alone — a reader with no access to the
  8. Check the rewrite against the anchor, item by item. Every anchor conclusion is

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 Rewrite Doc loads about 2k tokens when it runs, and up to ~2.7k if it reads all its reference files. Until then it costs about 129 tokens; SKILL.md has 1,145 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~129
When it runs · the whole SKILL.md, loaded when a task matches
~2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~2.7k

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 1,145 words (~2,045 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-rewrite-doc

Read the full SKILL.md on GitHub

Files

SKILL.md and 2 other files (references) in skills/hai-rewrite-doc of hylarucoder/hai-stack.

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

Open the folder on GitHubat commit a6c7ed2

Compare with similar skills

Hai Rewrite Doc 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 Rewrite Doc compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Hai Rewrite Doc this skillhylarucoder/hai-stack382—~2kAutomated safety check: PassCustom licence
CCPM Project Managementautomazeio/ccpm8.4k—~1.1kAutomated safety check: PassMIT
Ralph Tui Create Beadssubsy/ralph-tui2.5k1 repos~2.6kAutomated safety check: PassMIT
Trellis Brainstormanjiemo/SunnyBeach1787 repos~4kAutomated safety check: PassApache-2.0
Adversarial Speczscole/adversarial-spec5561 repos~8.3kAutomated safety check: NotesMIT
Ralph Tui Create Beads Rustsubsy/ralph-tui2.5k1 repos~2.8kAutomated safety check: PassMIT

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Questions about Hai Rewrite Doc

What does Hai Rewrite Doc do?

Rebuilds a drifted, repeatedly patched document from verified current conclusions. Hai Rewrite Doc is an agent skill from hylarucoder/hai-stack. Rebuilds a drifted, repeatedly patched document from verified current conclusions.

When should I use Hai Rewrite Doc?

Hai Rewrite Doc fits situations like: the user wants a rotten document verified and rewritten rather than patched again(按最新结论重写、逐条核实、推倒重写); tasks that involve PRD writing.

How do I install Hai Rewrite Doc in Claude Code?

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

How do I install Hai Rewrite Doc in Codex?

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

Can I use Hai Rewrite Doc 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-rewrite-doc -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-rewrite-doc, .gemini/skills/hai-rewrite-doc, .github/skills/hai-rewrite-doc and .opencode/skills/hai-rewrite-doc in your project.

What does Hai Rewrite Doc need to run?

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

Does Hai Rewrite Doc 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 Rewrite Doc 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 Rewrite Doc use?

Hai Rewrite Doc 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 Rewrite Doc use?

About 2k tokens (SKILL.md is roughly 8.2k 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 610 tokens, read only when the agent opens those files.

What are the alternatives to Hai Rewrite Doc?

Skills that share tags, products or a category with Hai Rewrite Doc: CCPM Project Management (automazeio/ccpm, 8.4k stars), Ralph Tui Create Beads (subsy/ralph-tui, 2.5k stars), Trellis Brainstorm (anjiemo/SunnyBeach, 178 stars) and Adversarial Spec (zscole/adversarial-spec, 556 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Hai Rewrite Doc?

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.