E2E Coverage
LanternOps/breeze
A skill your agent uses when running a broad manual/AI-driven end-to-end verification of Breeze RMM across many merged PRs or commits — "test everything since the last release", release-readiness…
Creates or rewrites a goal document for ambiguous, multi-phase, high-risk, or explicitly planned execution: verifiable outcome, boundary, current state, phases, proof-bearing todos, dry-run, and…
Install Hai Goal
$ npx skills add hylarucoder/hai-stack --skill hai-goal -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install hylarucoder/hai-stack hai-goal --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/hylarucoder/hai-stack.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/hai-goal .claude/skills/hai-goal && 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 "hai-goal" agent skill from https://github.com/hylarucoder/hai-stack/tree/main/skills/hai-goal into .claude/skills/hai-goal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hai-goal", 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/hylarucoder/hai-stack/tree/main/skills/hai-goalType 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 hylarucoder/hai-stack --skill hai-goal -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install hylarucoder/hai-stack hai-goal --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hylarucoder/hai-stack.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/hai-goal .agents/skills/hai-goal && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "hai-goal" agent skill from https://github.com/hylarucoder/hai-stack/tree/main/skills/hai-goal into .agents/skills/hai-goal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hai-goal", 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 hylarucoder/hai-stack --skill hai-goal -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install hylarucoder/hai-stack hai-goal --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hylarucoder/hai-stack.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/hai-goal .cursor/skills/hai-goal && 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 "hai-goal" agent skill from https://github.com/hylarucoder/hai-stack/tree/main/skills/hai-goal into .cursor/skills/hai-goal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hai-goal", 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/hylarucoder/hai-stack.git --path skills/hai-goal--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 hylarucoder/hai-stack --skill hai-goal -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install hylarucoder/hai-stack hai-goal --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hylarucoder/hai-stack.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/hai-goal .gemini/skills/hai-goal && 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 "hai-goal" agent skill from https://github.com/hylarucoder/hai-stack/tree/main/skills/hai-goal into .gemini/skills/hai-goal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hai-goal", 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 hylarucoder/hai-stack hai-goalInstalls 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 hylarucoder/hai-stack --skill hai-goal -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/hylarucoder/hai-stack.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/hai-goal .github/skills/hai-goal && 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 "hai-goal" agent skill from https://github.com/hylarucoder/hai-stack/tree/main/skills/hai-goal into .github/skills/hai-goal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hai-goal", 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 hylarucoder/hai-stack --skill hai-goal -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install hylarucoder/hai-stack hai-goal --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/hylarucoder/hai-stack.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/hai-goal .opencode/skills/hai-goal && 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 "hai-goal" agent skill from https://github.com/hylarucoder/hai-stack/tree/main/skills/hai-goal into .opencode/skills/hai-goal/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "hai-goal", 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.
Facts
- Skill name
hai-goal- GitHub stars
- 382
- Token cost
- ~2k tokens
- SKILL.md length
- 1,109 words
- Files
- 4 (incl. references)
- Skills in repo
- 18
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Creates or rewrites a goal document for ambiguous, multi-phase, high-risk, or explicitly planned execution: verifiable outcome, boundary, current state, phases, proof-bearing todos, dry-run, and…
- Works in 10 steps: Freeze the intent. What does the user… → Make the goal verifiable. Rewrite vague… → Convert the goal into a goal document.… → …
- The user asks for a goal
- SKILL.md covers Overview, Core Principle, The Goal Document and Workflow, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Hai Goal is an agent skill from hylarucoder/hai-stack. Creates or rewrites a goal document for ambiguous, multi-phase, high-risk, or explicitly planned execution: verifiable outcome, boundary, current state, phases, proof-bearing todos, dry-run, and Go/No-Go. Use when the user asks for a goal, plan, phases, todos, or to re-anchor an existing plan（定目标、拆阶段、执行计划）. Do not interpose it on a small implementation whose outcome and verification are clear; hand ready work to normal execution, using hai-tdd only for suitable behavior changes.
Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `SKILL.zh_CN.md`, `agents/openai.yaml` and `references/output-template.md`).
It sits in Testing & QA, covering Feature launches and release readiness and Test-driven development.
When your agent uses it
- The user asks for a goal
- Re-anchor an existing plan（定目标、拆阶段、执行计划）
Example prompts
- “Use the hai-goal skill to create or rewrites a goal document for ambiguous, multi-phase, high-risk, or explicitly planned execution: verifiable…”
- “/hai-goal”
Workflow steps
10 steps, taken from the first numbered list in SKILL.md.
- Freeze the intent. What does the user want to start? What outcome would make the work worth
- Make the goal verifiable. Rewrite vague activity into a target outcome. Define the boundary
- Convert the goal into a goal document. Record assumptions and unresolved decisions, identify
- If rewriting an existing plan, re-anchor it to the target. Extract the plan's phases, todos,
- Split into phases. Each phase should produce a reviewable state. Split by learning, risk
- Define phase rules. For each phase, state what is allowed, what is explicitly not allowed yet,
- Create todos with action + surface + proof (see template). Make them concrete enough to
- Add progress management when execution will continue across phases or sessions. Use one
- Dry-run the route. Walk the phases in order without executing them; look for missing
- Decide whether to Go. If the route is coherent, execution can start. If it carries unresolved
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 Goal loads about 2k tokens when it runs, and up to ~3.1k if it reads all its reference files. Until then it costs about 123 tokens; SKILL.md has 1,109 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.
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 1,109 words (~2,041 tokens).
“For Chinese readers, see SKILL.zh_CN.md. The English SKILL.md is the execution source of truth.”
- name
- hai-goal
Files
SKILL.md and 3 other files (references) in skills/hai-goal of hylarucoder/hai-stack.
- SKILL.md
- SKILL.zh_CN.md
- agents/openai.yaml
- references/output-template.md
Open the folder on GitHubat commit a6c7ed2
Compare with similar skills
Hai Goal 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 |
|---|---|---|---|---|---|---|
| Hai Goal this skillhylarucoder/hai-stack | 382 | — | ~2k | Automated safety check: Pass | Custom licence | |
| E2E CoverageLanternOps/breeze | 131 | — | ~1.6k | Automated safety check: Pass | AGPL-3.0 | |
| Releasecodewhale-hq/Codewhale | 41k | — | ~189 | Automated safety check: Pass | MIT | |
| Qe Courtproffesor-for-testing/agentic-qe | 494 | — | ~3.2k | Automated safety check: Pass | MIT | |
| Test Planningpetrkindlmann/qa-skills | 165 | — | ~4.2k | Automated safety check: Pass | MIT | |
| Assign To Workforceagentculture/culture | 113 | — | ~2.7k | Automated safety check: Warn | Apache-2.0 |
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codewhale-hq/Codewhale
Prepare a named version: preflight, version consistency, build/package, smoke test, checksums/notes, and release readiness.
Qe Court
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Adversarial review court — a delivery (diff, PR, test suite, or artifact) is prosecuted by independent AI reviewers from different vendors, each with its own probe set, then a SHIP verdict must…
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petrkindlmann/qa-skills
Build a single sprint or release test plan. An agent skill from petrkindlmann/qa-skills.
Assign To Workforce
agentculture/culture
Fan out a converged devague plan's dependency waves to parallel agents in isolated git worktrees, one agent per task per wave, with TDD-gated merges by the main agent.
TDD
pietheinstrengholt/rssmonster
Test-driven development. An agent skill from pietheinstrengholt/rssmonster.
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Categories
Questions about Hai Goal
What does Hai Goal do?
Creates or rewrites a goal document for ambiguous, multi-phase, high-risk, or explicitly planned execution: verifiable outcome, boundary, current state, phases, proof-bearing todos, dry-run, and…. Hai Goal is an agent skill from hylarucoder/hai-stack. Creates or rewrites a goal document for ambiguous, multi-phase, high-risk, or explicitly planned execution: verifiable outcome, boundary, current state, phases, proof-bearing todos, dry-run, and Go/No-Go.
When should I use Hai Goal?
Hai Goal fits situations like: the user asks for a goal; re-anchor an existing plan（定目标、拆阶段、执行计划）.
How do I install Hai Goal in Claude Code?
Run `npx skills add hylarucoder/hai-stack --skill hai-goal -a claude-code`. Or copy the skill folder (skills/hai-goal in hylarucoder/hai-stack) into .claude/skills/hai-goal in your project. Claude Code loads it when a task matches its description.
How do I install Hai Goal in Codex?
Run `npx skills add hylarucoder/hai-stack --skill hai-goal -a codex`. Or copy the skill folder (skills/hai-goal in hylarucoder/hai-stack) into .agents/skills/hai-goal in your project. Codex loads it when a task matches its description.
Can I use Hai Goal 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-goal -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-goal, .gemini/skills/hai-goal, .github/skills/hai-goal and .opencode/skills/hai-goal in your project.
What does Hai Goal need to run?
SKILL.md names no scripts, command-line tools or credentials: Hai Goal is instructions for the agent only.
Does Hai Goal 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 Goal 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 Goal use?
Hai Goal 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 Goal 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 1.1k tokens, read only when the agent opens those files.
What are the alternatives to Hai Goal?
Skills that share tags, products or a category with Hai Goal: E2E Coverage (LanternOps/breeze, 131 stars), Release (codewhale-hq/Codewhale, 41k stars), Qe Court (proffesor-for-testing/agentic-qe, 494 stars) and Test Planning (petrkindlmann/qa-skills, 165 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Hai Goal?
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.