Agent skill

Sample Package function Object() { [native code] } Agent

by HakunaSama in HakunaSama/SkillMiner

样本包构造 Agent(簇内分批器). An agent skill from HakunaSama/SkillMiner.

No licenceAuto-check passedBusiness, Finance & HR

Install Sample Package function Object() { [native code] } Agent

skills CLI
$ npx skills add HakunaSama/SkillMiner --skill sample-package-constructor-agent -a claude-code

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

GitHub CLI
$ gh skill install HakunaSama/SkillMiner sample-package-constructor-agent --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/HakunaSama/SkillMiner.git skills-src && mkdir -p .claude/skills && cp -r skills-src/sample-package-constructor-agent-skill .claude/skills/sample-package-constructor-agent && 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
sample-package-constructor-agent
GitHub stars
100
Token cost
~2k tokens
SKILL.md length
420 words
Files
12 (incl. scripts, references, assets)
Skills in repo
3
Repo updated
First seen
Licence
None found

At a glance

样本包构造 Agent(簇内分批器). An agent skill from HakunaSama/SkillMiner.

  • Works in 11 steps: Common 共享来源(最高优先级) → 对 Common 共享来源的要求(最高优先级) → 对单文件来源的要求 → …
  • Tasks that involve Operations and SOPs
  • SKILL.md covers 零、你在流水线中的位置(务必先理解), 一、体量开关(最重要的前置判断), 二、最终产物必须是什么 and 三、你要处理的输入, plus 6 more sections

What it does

Sample Package function Object() { [native code] } Agent is an agent skill from HakunaSama/SkillMiner. 样本包构造 Agent(簇内分批器)。 该 skill 处于"从大量文档挖掘 skill"流水线的最内层入口。 它接收的输入是一个主题簇——即一批已被判定围绕同一主题的文档 (聚类/路由由上游负责,本 skill 不做主题划分)。 它的唯一目标是:把这个主题簇切成若干"能被后续语义发现 Agent 一次消化"的批次样本包, 并在包外提供 packagenotes 与 globalnotes 说明层。 本版本相比旧版做了两处关键改造: - 领域无关:不假设任何具体业务或固定任务类型, 适用于规章制度、操作流程 SOP、行业知识库、审批规范等任意主题文档 - 重定位为"簇内分批器":从"对全语料做一次性主题切分"改为"在单个主题簇内切批次" - 新增"体量开关":簇足够小时跳过切分,整簇作为单一批次直接透传给下游 保留旧版被验证有效的机制: - common/ 共享资产原封不动复制 - 来源覆盖 + 目录采样密度 - 单文件反整份复制 - 批次数量按数据动态决策(不预设固定数量) - packagenotes / globalnotes 说明层

Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 14 other files, including scripts, reference files and assets (for example `assets/coverage_report_template.md`, `assets/mirror-config.example.yaml` and `assets/package_index_template.md`).

It sits in Business, Finance & HR, covering Operations and SOPs.

When your agent uses it

  • Tasks that involve Operations and SOPs

Example prompts

  • “从大量文档挖掘 skill”
  • “能被后续语义发现 Agent 一次消化”
  • “对全语料做一次性主题切分”
  • “/sample-package-constructor-agent”

Workflow steps

11 steps, taken from the step headings in SKILL.md.

  1. Common 共享来源(最高优先级)
  2. 对 Common 共享来源的要求(最高优先级)
  3. 对单文件来源的要求
  4. 对目录来源的要求
  5. 一句话概括
  6. 覆盖不等于整份复制
  7. 默认禁止行为(视为不合格)
  8. 允许接近全量保留的极少数例外
  9. 每个批次必须有一个包外说明文件
  10. 说明文件必须严格按以下结构写
  11. 说明文件不要放进样本包内部

What it can do on your machine

Read from SKILL.md and the folder at commit 56d4610. 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

    Ships 1 file in scripts/, which the agent can run.

    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

Sample Package function Object() { [native code] } Agent loads about 2k tokens when it runs, and up to ~3.9k if it reads all its reference files. Until then it costs about 133 tokens; SKILL.md has 420 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~133
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
~3.9k

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); the scripts in this folder are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 420 words (~1,968 tokens).

name
sample-package-constructor-agent

Read the full SKILL.md on GitHub

Files

SKILL.md and 11 other files (scripts, references, assets) in sample-package-constructor-agent-skill of HakunaSama/SkillMiner.

  • SKILL.md
  • assets/coverage_report_template.md
  • assets/mirror-config.example.yaml
  • assets/package_index_template.md
  • assets/package_note_template.md
  • references/global-coverage-policy.md
  • references/output-folder-spec.md
  • references/package-count-decision.md
  • references/selection-priority.md
  • references/single-file-subsetting-policy.md
  • references/source-coverage-policy.md
  • scripts/README.md

Open the folder on GitHubat commit 56d4610

Compare with similar skills

Sample Package function Object() { [native code] } Agent 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.

Sample Package function Object() { [native code] } Agent compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Sample Package function Object() { [native code] } Agent this skillHakunaSama/SkillMiner100—~2kAutomated safety check: PassNone
Cc Sdd New Agentgotalab/cc-sdd3.7k—~1.1kAutomated safety check: PassMIT
DBS Business Toolkit Entrydontbesilent2025/dbskill10k—~1.9kAutomated safety check: PassCustom licence
Agent Sop Authorstrands-agents/agent-sop1.2k—~3.5kAutomated safety check: PassApache-2.0
Diffusion Narrative Denouncingcanwhite/Krebs1k—~831Automated safety check: PassMIT
Polanyi Perspective0xenzyme/polanyi-skill137—~1.3kAutomated safety check: PassMIT

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Questions about Sample Package function Object() { [native code] } Agent

What does Sample Package function Object() { [native code] } Agent do?

样本包构造 Agent(簇内分批器). An agent skill from HakunaSama/SkillMiner. Sample Package function Object() { [native code] } Agent is an agent skill from HakunaSama/SkillMiner.

When should I use Sample Package function Object() { [native code] } Agent?

Sample Package function Object() { [native code] } Agent fits situations like: tasks that involve Operations and SOPs.

How do I install Sample Package function Object() { [native code] } Agent in Claude Code?

Run `npx skills add HakunaSama/SkillMiner --skill sample-package-constructor-agent -a claude-code`. Or copy the skill folder (sample-package-constructor-agent-skill in HakunaSama/SkillMiner) into .claude/skills/sample-package-constructor-agent in your project. Claude Code loads it when a task matches its description.

How do I install Sample Package function Object() { [native code] } Agent in Codex?

Run `npx skills add HakunaSama/SkillMiner --skill sample-package-constructor-agent -a codex`. Or copy the skill folder (sample-package-constructor-agent-skill in HakunaSama/SkillMiner) into .agents/skills/sample-package-constructor-agent in your project. Codex loads it when a task matches its description.

Can I use Sample Package function Object() { [native code] } Agent 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 HakunaSama/SkillMiner --skill sample-package-constructor-agent -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/sample-package-constructor-agent, .gemini/skills/sample-package-constructor-agent, .github/skills/sample-package-constructor-agent and .opencode/skills/sample-package-constructor-agent in your project.

What does Sample Package function Object() { [native code] } Agent need to run?

SKILL.md names no scripts, command-line tools or credentials: Sample Package function Object() { [native code] } Agent is instructions for the agent only.

Does Sample Package function Object() { [native code] } Agent 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 Sample Package function Object() { [native code] } Agent 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. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Sample Package function Object() { [native code] } Agent use?

No licence was found for Sample Package function Object() { [native code] } Agent or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Sample Package function Object() { [native code] } Agent use?

About 2k tokens (SKILL.md is roughly 7.9k 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 1.9k tokens, read only when the agent opens those files.

What are the alternatives to Sample Package function Object() { [native code] } Agent?

Skills that share tags, products or a category with Sample Package function Object() { [native code] } Agent: Cc Sdd New Agent (gotalab/cc-sdd, 3.7k stars), DBS Business Toolkit Entry (dontbesilent2025/dbskill, 10k stars), Agent Sop Author (strands-agents/agent-sop, 1.2k stars) and Diffusion Narrative Denouncing (canwhite/Krebs, 1k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Sample Package function Object() { [native code] } Agent?

HakunaSama (a GitHub user) maintains it in HakunaSama/SkillMiner, which has 100 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on July 26, 2026.

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