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See-Sol-Lab/private-house-code-v2.5

让 Codex 少烧 Token、少造复杂度，同时不降智的代码约束 Skill

History

Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.

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`SKILL.md`

Week of Nov 2, 2026 · +0 / −0 lines

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929aca3fcb7a → 929aca3fcb7a

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Week of Oct 26, 2026 · Line counts unavailable

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`gpt-6-astra/SKILL.md`

Week of Nov 2, 2026 · +0 / −0 lines

Before Network or broad shell → After Network or broad shell

929aca3fcb7a → 929aca3fcb7a

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Week of Oct 26, 2026 · Line counts unavailable

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View on GitHub Add to my skills

Verified commit 929aca3fcb7a55746c2983e90f4934f203885171

95GitHub stars

-1star in 7 days

2skills in this repository

0commits in 30 days

Heat

0.2

Star growth, last 7 daysNot available
Star growth, last 24 hoursNot available
Rank movement, last 7 daysNot available
Commits, last 30 daysNot available
Accounts asking about it through MCP, last 7 daysNot available
Hot votes this weekNot available

Heat never changes the order by stars, and sponsorship never touches it. How heat works

Stars over time

30-day change not yet available: not enough history.

Individual skills in this repository

private-house-code /
private-house-code gpt-6-astra

How it works

Choose a skill

private-house-code

When your agent uses it

Use for every task that plans, writes, edits, debugs, tests, refactors, reviews, or maintains code. Apply to professional repositories, scripts, apps, services, prototypes, beginner work, vibe coding, and bounded code changes inside large systems. Choose the fewest clear lines, files, paths, states, and abstractions that correctly implement the requested behavior. Do not invent fallbacks, compatibility paths, defensive layers, or future scale without evidence. Do not use for ordinary conversation, emotional support, prose, translation, summarization, social-media content, or general research or technical discussion that is not part of planning, changing, or reviewing code. Never weaken real security, integrity, concurrency, compatibility, privacy, accessibility, legal, or regulatory requirements.

What it loads into context

Frontmatter

162 tokens

Always available to the agent

SKILL.md

1,558 tokens

When the skill is activated

Reference documents

23,897 tokens

Loaded on request

Token counts are estimates. Scripts run separately; they are not counted as reference context.

The playbook

1. Apply only to coding, then take the direct path
2. Do not invent enemies or fallbacks
3. Preserve protection for real boundaries
4. Spend less code, work, and token
5. Leave code a human can maintain

Files

CITATION.cffasset307 bytes
English Test Records and Test Cases/evals/pressure-cases.mddoc16,355 bytes
English Test Records and Test Cases/evals/v2.5-sol-5.6-high-report-2026-08-07.mddoc3,693 bytes
English Test Records and Test Cases/references/calibration-examples.mddoc9,533 bytes
LICENSEasset20,849 bytes
README.mddoc15,479 bytes
SKILL.mdcore7,837 bytes
SKILL.mdcore7,837 bytes
assets/private-house-code-hero.pngasset1,546,065 bytes
与Ponytail的查重报告.mddoc11,901 bytes
安装skill的全局配套.mddoc1,880 bytes
测试记录（供复现）/1-5题带SKILL测试记录.mddoc10,901 bytes
测试记录（供复现）/1-5题裸机（卸载skill）.mddoc11,567 bytes
测试记录（供复现）/1.pngasset82,041 bytes
测试记录（供复现）/10-14题带SKILL测试记录.mddoc6,076 bytes
测试记录（供复现）/10-14题裸机（卸载skill).mddoc5,501 bytes
测试记录（供复现）/2.pngasset76,718 bytes
测试记录（供复现）/3.pngasset16,362 bytes
测试记录（供复现）/4.pngasset58,384 bytes
测试记录（供复现）/V2.5测试报告-中文版.mddoc4,965 bytes
测试记录（供复现）/中间几题.txtdoc465 bytes

No excerpt is shown for this license. Read the source on GitHub.

View the complete source on GitHub

Skills included

private-house-code
private-house-code

Repository facts

License: No license detected
Created: Aug 5, 2026
Last pushed: Sep 7, 2026
Forks: 2
Open issues: 0
Project activity: Active

Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 6, 2026

Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.

Show 2 notes

SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed
gpt-6-astra/SKILL.md:1 Analysis incomplete: Referenced executable target unavailable; not analyzed

No broad tool permissions
No dangerous shell commands
23 network referencesin 6 files: README.md:12 与Ponytail的查重报告.md:3 CITATION.cff:8 and 3 more
No hidden or obfuscated text
No instruction overrides
No executable scripts
No access to secrets
No requests to vote in Hot

Show all 23 signals by file

`CITATION.cff`

Network accessline 8

doi: "10.5281/zenodo.21836206" license: CC-BY-NC-SA-4.0 repository-code: "https://github.com/See-Sol-Lab/private-house-code-v2.5"

Network accessline 10

repository-code: "https://github.com/See-Sol-Lab/private-house-code-v2.5"

`README.md`

Network accessline 12

<p align="center">   <img src="https://img.shields.io/badge/release-v2.5-5965F3?style=flat-square" alt="Release v2.5">   <a href="LICENSE"><img src="https://img.shields.io/badge/license-CC_BY--NC--SA_4.0-F57C00?style=flat-square" alt="CC BY

Network accessline 13

<img src="https://img.shields.io/badge/release-v2.5-5965F3?style=flat-square" alt="Release v2.5">   <a href="LICENSE"><img src="https://img.shields.io/badge/license-CC_BY--NC--SA_4.0-F57C00?style=flat-square" alt="CC BY-NC-SA 4.0"></a>   <i

Network accessline 14

<a href="LICENSE"><img src="https://img.shields.io/badge/license-CC_BY--NC--SA_4.0-F57C00?style=flat-square" alt="CC BY-NC-SA 4.0"></a>

Network accessline 15

<img src="https://img.shields.io/badge/Codex-Skill-111827?style=flat-square&logo=openai&logoColor=white" alt="Codex Skill">

Network accessline 16

<img src="https://img.shields.io/badge/evaluation-reproducible-0F766E?style=flat-square" alt="Reproducible evaluation">

Network accessline 17

<a href="https://doi.org/10.5281/zenodo.21836206"><img src="https://zenodo.org/badge/DOI/10.5281/zenodo.21836206.svg" alt="DOI 10.5281/zenodo.21836206"></a>

Network accessline 24

<a href="English%20Test%20Records%20and%20Test%20Cases/">English evaluation</a> ·   <a href="与Ponytail的查重报告.md">Ponytail 查重报告</a> ·   <a href="https://doi.org/10.5281/zenodo.21836206">Zenodo archive</a>

Network accessline 25

<a href="与Ponytail的查重报告.md">Ponytail 查重报告</a> ·   <a href="https://doi.org/10.5281/zenodo.21836206">Zenodo archive</a> </p>

Network accessline 26

<a href="https://doi.org/10.5281/zenodo.21836206">Zenodo archive</a>

Network accessline 76

经社区成员提醒，我们对 [Ponytail](https://github.com/DietrichGebert/ponytail) 这个“约束 AI 过度工程”问题域中的重要先行项目，和我们的Skill相似度、差异进行深入复核。两者共享 YAGNI、优先复用现有能力、避免无需求抽象并保留真实安全边界等工程原则，但目标和机制不同：

Network accessline 95

**Status:** Public release v2.5 · DOI: [10.5281/zenodo.21836206](https://doi.org/10.5281/zenodo.21836206).

Network accessline 250

Copyright © 2026 [See-Sol-Lab](https://github.com/See-Sol-Lab).

`SKILL.md`

Network accessline 95

> **Project provenance / 项目来源：** Private House Code was originally created and is maintained by [See-Sol-Lab](https://github.com/See-Sol-Lab). Canonical repository / 官方原始仓库: [private-house-code-v2.5](https://github.com/See-Sol-Lab/private-h

`gpt-6-astra/README.md`

Network accessline 21

The adaptation draws on the [official GPT-6 Astra prompting guidance](https://developers.openai.com/api/docs/guides/latest-model#prompting-best-practices), consulted on 2026-09-07, and this project's existing engineering principles.

Network accessline 23

Created and maintained by [See-Sol-Lab](https://github.com/See-Sol-Lab). See the repository [license](../LICENSE).

`gpt-6-astra/SKILL.md`

Network accessline 29

Created and maintained by [See-Sol-Lab](https://github.com/See-Sol-Lab). [Canonical repository](https://github.com/See-Sol-Lab/private-house-code-v2.5). Licensed under [CC BY-NC-SA 4.0](https://creativecommons.org/licenses/by-nc-sa/4.0/).

`与Ponytail的查重报告.md`

Network accessline 3

> 本文用于说明 [Private House Code](https://github.com/See-Sol-Lab/private-house-code-v2.5) 与 [Ponytail](https://github.com/DietrichGebert/ponytail) 的重合部分、核心差异、时间线与测试重点，解读各自独立开发的区别，以及体现查重结果，欢迎公开复核

Network accessline 199

- Private House Code：<https://github.com/See-Sol-Lab/private-house-code-v2.5>

Network accessline 200

- Private House Code 核心 Skill：<https://github.com/See-Sol-Lab/private-house-code-v2.5/blob/main/SKILL.md>

Network accessline 201

- Ponytail：<https://github.com/DietrichGebert/ponytail>

Network accessline 202

- Ponytail 核心 Skill：<https://github.com/DietrichGebert/ponytail/blob/main/skills/ponytail/SKILL.md>

How the signals fit together

Facts from a static read of the files at the pinned commit. They describe what the code does, not why.

Some files could not be read; the facts below still hold.

Signal confidence: 21 facts

Network access in prose of documentationREADME.md:12Low confidence
Network access in prose of documentationREADME.md:13Low confidence
Network access in prose of documentationREADME.md:14Low confidence
Network access in prose of documentationREADME.md:15Low confidence
Network access in prose of documentationREADME.md:16Low confidence
Network access in prose of documentationREADME.md:17Low confidence
Network access in prose of documentationREADME.md:24Low confidence
Network access in prose of documentationREADME.md:25Low confidence
Network access in prose of documentationREADME.md:26Low confidence
Network access in prose of documentationREADME.md:76Low confidence
Network access in prose of documentationREADME.md:95Low confidence
Network access in prose of documentationREADME.md:250Low confidence
Network access in prose of the SKILL.mdSKILL.md:95Low confidence
Network access in prose of documentationgpt-6-astra/README.md:21Low confidence
Network access in prose of documentationgpt-6-astra/README.md:23Low confidence
Network access in prose of the SKILL.mdgpt-6-astra/SKILL.md:29Low confidence
Network access in prose of documentation与Ponytail的查重报告.md:3Low confidence
Network access in prose of documentation与Ponytail的查重报告.md:199Low confidence
Network access in prose of documentation与Ponytail的查重报告.md:200Low confidence
Network access in prose of documentation与Ponytail的查重报告.md:201Low confidence
Network access in prose of documentation与Ponytail的查重报告.md:202Low confidence

Works with

Agent compatibility, from the files in this repository
Agent	Status	Evidence	Install to
Claude Code	Compatible	Standard SKILL.md SKILL.md	`.claude/skills/<skill-name>/`
Codex	Compatible	Standard SKILL.md SKILL.md	`.agents/skills/<skill-name>/`
Cursor	Compatible	Standard SKILL.md SKILL.md	`.cursor/skills/<skill-name>/`
Gemini CLI	Compatible	Standard SKILL.md SKILL.md	`.gemini/skills/<skill-name>/`
GitHub Copilot	Compatible	Standard SKILL.md SKILL.md	`.github/skills/<skill-name>/`
OpenCode	Compatible	Standard SKILL.md SKILL.md	`.opencode/skills/<skill-name>/`

Native The repository ships a manifest, folder or frontmatter field for this agent.
Compatible A standard SKILL.md that this agent can read.
Unknown No evidence either way.

Derived automatically from paths, manifests and frontmatter. Not tested on each agent.

See-Sol-Lab/private-house-code-v2.5

History

SKILL.md

gpt-6-astra/SKILL.md

Share this page

Heat

Stars over time

Individual skills in this repository

How it works

private-house-code

Frontmatter

SKILL.md

Reference documents

The playbook

Files

private-house-code

Frontmatter

SKILL.md

Reference documents

The playbook

Files

Skills included

Repository facts

Before you install

CITATION.cff

README.md

SKILL.md

gpt-6-astra/README.md

gpt-6-astra/SKILL.md

与Ponytail的查重报告.md

How the signals fit together

Works with

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`SKILL.md`

`gpt-6-astra/SKILL.md`

`CITATION.cff`

`README.md`

`SKILL.md`

`gpt-6-astra/README.md`

`gpt-6-astra/SKILL.md`

`与Ponytail的查重报告.md`