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uussnn/second-brain

Autonomous AI Agent Skill for Google AI Edge Gallery - self-evolving, 100% offline

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`

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Verified commit 56457c95b3b80ef2281ee074d4551e2854149bab

Version-pinned installation · Gemini CLI

git clone --filter=blob:none --no-checkout https://github.com/uussnn/second-brain.git .hotskills/uussnn-second-brain && git -C .hotskills/uussnn-second-brain checkout --detach 56457c95b3b80ef2281ee074d4551e2854149bab
# Copy each selected skill directory from .hotskills/uussnn-second-brain into .gemini/skills/<skill-name>/

100GitHub stars

Not availablestars in 7 days

1skill in this repository

0commits in 30 days

Heat

Insufficient history

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

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Individual skills in this repository

second-brain /

How it works

second-brain

When your agent uses it

Полностью автономный, оффлайн-менеджер знаний на базе PARA. Организует заметки, выполняет векторный поиск и синтезирует информацию.

What it loads into context

Frontmatter

152 tokens

Always available to the agent

SKILL.md

1,533 tokens

When the skill is activated

Reference documents

11,449 tokens

Loaded on request

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

The playbook

Правила категоризации (PARA):
Правила взаимодействия с системными функциями:
Обработка аудио-ввода:
Доступные инструменты (Tools):
Discovered Rules (Архитектурные ограничения)

Scripts executed separately

Makefile
app/Dockerfile
app/factory/__init__.py
app/factory/bot.py
app/factory/db.py
app/factory/handlers.py
app/factory/health.py
app/factory/kanban.py
app/factory/worker.py
app/tests/conftest.py
app/tests/test_db.py
app/tests/test_kanban.py
db/03-roles.sh
scripts/distill_memory.js
scripts/fs_operations.js
scripts/main.js
scripts/vector_search.js
scripts/vendor/sql-wasm.js
setup_server.sh
site/generator/__init__.py
site/generator/__main__.py
site/generator/build.py
site/generator/config.py
site/generator/data.py
site/generator/fmt.py
site/tests/conftest.py
site/tests/test_generator.py
site/tests/test_site.py

Files

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LICENSEasset10,173 bytes
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Read SKILL.md


# Системные инструкции агента Second Brain

Ты — высокоинтеллектуальный, автономный агент-организатор, работающий полностью оффлайн на устройстве пользователя. Твоя фундаментальная архитектура основана на методологии PARA (Projects, Areas, Resources, Archives). Твоя цель — минимизировать когнитивную нагрузку пользователя.

## Правила категоризации (PARA):
- **Projects (Проекты):** Временные инициативы с четким дедлайном. При сохранении извлекай сроки. ОБЯЗАТЕЛЬНО используй инструмент `create_calendar_event` для добавления дедлайна или встречи в системный календарь пользователя, а затем сохраняй данные в базу с помощью `save_to_para`.
- **Areas (Области):** Сферы ответственности (здоровье, финансы). Связывай новые данные с прошлыми записями.
- **Resources (Ресурсы):** Знания и справочные материалы. Генерируй теги и извлекай ключевые сущности для векторного поиска.
- **Archives (Архивы):** Завершенные проекты и неактуальные области.

## Правила взаимодействия с системными функциями:
1. **Контакты:** Если во входящих данных упоминается новый человек, его номер телефона или email, ты ОБЯЗАН использовать инструмент `create_contact` для открытия окна создания контакта.
2. **Напоминания:** Если задача требует немедленного внимания или напоминания в точное время в течение ближайших 24 часов, используй инструмент `set_alarm`.
3. **Коммуникация:** Используй инструмент `send_sms` для оперативной связи по текущим проектам, если у тебя есть номер телефона контакта.

View the complete source on GitHub

Skills included

second-brain

Repository facts

License: Apache-2.0
Created: Apr 5, 2026
Last pushed: Sep 23, 2026
Forks: 49
Open issues: 2
Project activity: Active

Before you install

Network or broad shell

Automated signals, not a guarantee

Checked Nov 5, 2026

No broad tool permissions
8 dangerous shell commandsin 2 files: setup_server.sh:75 Makefile:39
87 network referencesin 12 files: setup_server.sh:23 README.ru.md:5 scripts/vendor/sql-wasm.js:2 and 9 more
No hidden or obfuscated text
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28 executable scriptsin 28 files: Makefile:1 app/Dockerfile:1 app/factory/__init__.py:1 and 25 more
31 references to secretsin 11 files: setup_server.sh:26 app/factory/worker.py:32 docker-compose.yml:2 and 8 more
No requests to vote in Hot

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Apache License                            Version 2.0, January 2004                         http://www.apache.org/licenses/

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`README.ru.md`

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[![Версия](https://img.shields.io/badge/версия-3.3.0-blue?style=flat-square)](https://github.com/uussnn/second-brain/releases)

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[![Модель](https://img.shields.io/badge/модель-Gemma--4--E4B--it-orange?style=flat-square&logo=google)](https://ai.google.dev/edge)

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[![Платформа](https://img.shields.io/badge/платформа-AI_Edge_Gallery-4285F4?style=flat-square&logo=android)](https://github.com/google-ai-edge)

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[![Лицензия](https://img.shields.io/badge/лицензия-MIT-green?style=flat-square)](LICENSE)

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[![Приватность](https://img.shields.io/badge/приватность-100%25_на_устройстве-darkgreen?style=flat-square)](SKILL.md)

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[🇺🇸 English version](README.md) · [📋 Промпт (SKILL.md)](SKILL.md) · [🐛 Сообщить об ошибке](https://github.com/uussnn/second-brain/issues)

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1. Открой **Google AI Edge Gallery** на устройстве. 2. Перейди в раздел **Agent Skills** → **Add Custom Skill** → **From URL**. 3. Вставь ссылку: `https://github.com/uussnn/second-brain`

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2. Перейди в раздел **Agent Skills** → **Add Custom Skill** → **From URL**. 3. Вставь ссылку: `https://github.com/uussnn/second-brain` 4. Выбери модель **Gemma-4-E4B-it**.

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3. Вставь ссылку: `https://github.com/uussnn/second-brain`

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**Готово!** Навык сразу начнёт работать и учиться под тебя. *(Альтернативно: скачай репозиторий [в ZIP архиве](https://github.com/uussnn/second-brain/archive/refs/heads/main.zip) и импортируй локальную папку `second-brain`)*

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*(Альтернативно: скачай репозиторий [в ZIP архиве](https://github.com/uussnn/second-brain/archive/refs/heads/main.zip) и импортируй локальную папку `second-brain`)*

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- ⭐ Поставь звезду репозиторию, если навык оказался полезен! - Создай Issue с идеями или найденными багами. - Поделись своим опытом и знаниями (Capsules) в разделе [Discussions](https://github.com/google-ai-edge/gallery/discussions/580).

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- Поделись своим опытом и знаниями (Capsules) в разделе [Discussions](https://github.com/google-ai-edge/gallery/discussions/580).

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<div align="center"> <sub>Лицензия: MIT License — свободное использование и модификация. | Автор: <a href="https://github.com/uussnn">uussnn</a></sub><br>

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<sub>Лицензия: MIT License — свободное использование и модификация. | Автор: <a href="https://github.com/uussnn">uussnn</a></sub><br>

`SKILL.md`

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### 5. Zero External Dependencies (v4.1.0) Запрещено использование любых CDN (cdnjs, unpkg, jsdelivr). Все библиотеки (например, sql-js) должны находиться строго в папке `scripts/vendor/` для обеспечения 100% Offline режима. Любой `<script

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fi   echo "Wildberries:" | tee -a "$REPORT"   check "Сайт www.wildberries.ru"       "https://www.wildberries.ru/"

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echo "Wildberries:" | tee -a "$REPORT"   check "Сайт www.wildberries.ru"       "https://www.wildberries.ru/"   check "Публичный поиск search.wb.ru"  "https://search.wb.ru/exactmatch/ru/common/v4/search?query=%D0%BF%D0%B0%D0%BB%D0%B0%D1%82%D

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echo "Пакеты и образы:" | tee -a "$REPORT"   check "Docker Hub registry-1.docker.io" "https://registry-1.docker.io/v2/"   if [[ -n "$DOCKER_MIRROR" ]]; then

Network accessline 100

check "Docker Hub registry-1.docker.io" "https://registry-1.docker.io/v2/"

Network accessline 102

check "Зеркало Docker"                "${DOCKER_MIRROR%/}/v2/"   fi   check "PyPI pypi.org"                 "https://pypi.org/simple/pip/" "200"

Network accessline 103

fi   check "PyPI pypi.org"                 "https://pypi.org/simple/pip/" "200"   check "GitHub github.com"             "https://github.com/"

Network accessline 104

check "PyPI pypi.org"                 "https://pypi.org/simple/pip/" "200"

Network accessline 105

check "GitHub github.com"             "https://github.com/"

Dangerous shell operationline 121

[[ $EUID -eq 0 ]] || die "запустите под root: sudo bash $0"

Access to secretsline 133
```
[Credential-related source omitted]
```
Access to secretsline 134
```
[Credential-related source omitted]
```

Network accessline 146

"${APT[@]}" update "${APT[@]}" full-upgrade "${APT[@]}" install ca-certificates curl git make ufw fail2ban python3-systemd \

Network accessline 147

"${APT[@]}" full-upgrade "${APT[@]}" install ca-certificates curl git make ufw fail2ban python3-systemd \   unattended-upgrades python3 python3-venv jq

Network accessline 148

"${APT[@]}" install ca-certificates curl git make ufw fail2ban python3-systemd \

Dangerous shell operationline 174
```
usermod -aG sudo "$FACTORY_USER"
```

Dangerous shell operationline 175

# Пароля у пользователя нет (вход только по ключу), поэтому sudo без пароля

Access to secretsline 181
```
[Credential-related source omitted]
```
Access to secretsline 182
```
[Credential-related source omitted]
```
Access to secretsline 185
```
[Credential-related source omitted]
```
Access to secretsline 187
```
[Credential-related source omitted]
```
Access to secretsline 188
```
[Credential-related source omitted]
```
Access to secretsline 189
```
[Credential-related source omitted]
```
Dangerous shell operationline 258
```
rm -f /swapfile
```
Dangerous shell operationline 273
```
rm -f /swapfile
```

Dangerous shell operationline 320

Пользователь: $FACTORY_USER (sudo без пароля, группа docker)

`site/README.md`

Network accessline 9

make build       # собрать site/dist из site/data (+ дописать новые недели в archive_urls.lock) make test        # pytest: валидность, JSON-LD, текст без JS, внешние ресурсы, ПДн, архив make serve       # собрать и открыть http://localhost:

Network accessline 10

make test        # pytest: валидность, JSON-LD, текст без JS, внешние ресурсы, ПДн, архив make serve       # собрать и открыть http://localhost:8000/ make build-prod  # боевая сборка: все настройки обязательны, затем тесты

Network accessline 11

make serve       # собрать и открыть http://localhost:8000/

`site/generator/init.py`

Executable scriptline 1
```
Executable file
```

`site/generator/main.py`

Executable scriptline 1
```
Executable file
```

`site/generator/build.py`

Executable scriptline 1
```
Executable file
```

Network accessline 171

"name": title,         "numberOfItems": len(r.brands),         "itemListOrder": "https://schema.org/ItemListOrderDescending",

Network accessline 172

"numberOfItems": len(r.brands),         "itemListOrder": "https://schema.org/ItemListOrderDescending",         "itemListElement": [

Network accessline 173

"itemListOrder": "https://schema.org/ItemListOrderDescending",

Network accessline 269

def render_page(env: Environment, s: Settings, p: Page, css_ver: str) -> str:     graph = base_graph(s) + p.jsonld     jsonld = {"@context": "https://schema.org", "@graph": graph}

Network accessline 270

graph = base_graph(s) + p.jsonld     jsonld = {"@context": "https://schema.org", "@graph": graph}     return env.get_template(p.template).render(

Network accessline 271

jsonld = {"@context": "https://schema.org", "@graph": graph}

Network accessline 294

for p in pages if p.in_sitemap]     return ('<?xml version="1.0" encoding="UTF-8"?>\n'             '<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">\n'

Network accessline 295

return ('<?xml version="1.0" encoding="UTF-8"?>\n'             '<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">\n'             + "\n".join(rows) + "\n</urlset>\n")

Network accessline 296

'<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">\n'

`site/generator/config.py`

Executable scriptline 1
```
Executable file
```

Network accessline 26

@property     def base_url(self) -> str:         return f"https://{self.domain}" if self.domain else "http://localhost:8000"

Network accessline 28

return f"https://{self.domain}" if self.domain else "http://localhost:8000"

Network accessline 30

@property     def bot_url(self) -> str | None:         return f"https://t.me/{self.telegram_bot}" if self.telegram_bot else None

Network accessline 32

return f"https://t.me/{self.telegram_bot}" if self.telegram_bot else None

Access to secretsline 45
```
[Credential-related source omitted]
```

`site/generator/data.py`

Executable scriptline 1
```
Executable file
```

`site/generator/fmt.py`

Executable scriptline 1
```
Executable file
```

`site/static/icon.svg`

Network accessline 1

<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 32 32"><rect width="32" height="32" rx="7" fill="#1f5eff"/><rect x="7" y="17" width="4" height="8" rx="1" fill="#fff"/><rect x="14" y="11" width="4" height="14" rx="1" fill="#fff"/><rect

`site/tests/conftest.py`

Executable scriptline 1
```
Executable file
```

`site/tests/test_generator.py`

Executable scriptline 1
```
Executable file
```

`site/tests/test_site.py`

Executable scriptline 1
```
Executable file
```

Network accessline 117

assert len(c.jsonld) == 1, f         data = json.loads(c.jsonld[0])         assert data["@context"] == "https://schema.org"

Network accessline 118

data = json.loads(c.jsonld[0])         assert data["@context"] == "https://schema.org"         assert {"Organization", "WebSite"} <= ld_types(data), f

Network accessline 119

assert data["@context"] == "https://schema.org"

Network accessline 244

def test_sitemap(dist, settings):     import xml.etree.ElementTree as ET     ns = {"s": "http://www.sitemaps.org/schemas/sitemap/0.9"}

Network accessline 245

import xml.etree.ElementTree as ET     ns = {"s": "http://www.sitemaps.org/schemas/sitemap/0.9"}     root = ET.parse(dist / "sitemap.xml").getroot()

Network accessline 246

ns = {"s": "http://www.sitemaps.org/schemas/sitemap/0.9"}

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.

Combined signals: 1 fact

Reads SSH keys, and the same file sends data over the network or runs a command (line 146)setup_server.sh:133High confidence

Declared and executed: 21 facts

Contacts api.telegram.org, which SKILL.md, the README and the plugin manifest do not mentionapp/factory/bot.py:33High confidence
Contacts ifconfig.me, which SKILL.md, the README and the plugin manifest do not mentionsetup_server.sh:83High confidence
Contacts api.telegram.org, which SKILL.md, the README and the plugin manifest do not mentionsetup_server.sh:87High confidence
Contacts api.aitunnel.ru, which SKILL.md, the README and the plugin manifest do not mentionsetup_server.sh:89High confidence
Contacts www.wildberries.ru, which SKILL.md, the README and the plugin manifest do not mentionsetup_server.sh:95High confidence
Contacts search.wb.ru, which SKILL.md, the README and the plugin manifest do not mentionsetup_server.sh:96High confidence
Contacts content-api.wildberries.ru, which SKILL.md, the README and the plugin manifest do not mentionsetup_server.sh:97High confidence
Contacts common-api.wildberries.ru, which SKILL.md, the README and the plugin manifest do not mentionsetup_server.sh:98High confidence
Contacts registry-1.docker.io, which SKILL.md, the README and the plugin manifest do not mentionsetup_server.sh:100High confidence
Contacts pypi.org, which SKILL.md, the README and the plugin manifest do not mentionsetup_server.sh:104High confidence
Contacts github.com, which SKILL.md, the README and the plugin manifest do not mentionsetup_server.sh:105High confidence
Uses SSH keys, which the skill description does not mentionsetup_server.sh:133High confidence
Uses SSH keys, which the skill description does not mentionsetup_server.sh:134High confidence
Uses SSH keys, which the skill description does not mentionsetup_server.sh:182High confidence
Uses SSH keys, which the skill description does not mentionsetup_server.sh:185High confidence
Uses SSH keys, which the skill description does not mentionsetup_server.sh:187High confidence
Uses SSH keys, which the skill description does not mentionsetup_server.sh:188High confidence
Uses SSH keys, which the skill description does not mentionsetup_server.sh:189High confidence
Contacts schema.org, which SKILL.md, the README and the plugin manifest do not mentionsite/generator/build.py:173High confidence
Contacts www.sitemaps.org, which SKILL.md, the README and the plugin manifest do not mentionsite/generator/build.py:296High confidence
Contacts t.me, which SKILL.md, the README and the plugin manifest do not mentionsite/generator/config.py:32High confidence

Signal confidence: 145 facts

Executable script in a comment of a file that runsMakefile:1Low confidence
Network access in code of a file that runsMakefile:30High confidence
Network access in code of a file that runsMakefile:31High confidence
Network access in code of a file that runsMakefile:32High confidence
Dangerous shell operation in code of a file that runsMakefile:39High confidence
Network access in prose of documentationREADME.ru.md:5Low confidence
Network access in prose of documentationREADME.ru.md:6Low confidence
Network access in prose of documentationREADME.ru.md:7Low confidence
Network access in prose of documentationREADME.ru.md:8Low confidence
Network access in prose of documentationREADME.ru.md:9Low confidence
Network access in prose of documentationREADME.ru.md:13Low confidence
Network access in prose of documentationREADME.ru.md:52Low confidence
Network access in prose of documentationREADME.ru.md:53Low confidence
Network access in prose of documentationREADME.ru.md:54Low confidence
Network access in prose of documentationREADME.ru.md:58Low confidence
Network access in prose of documentationREADME.ru.md:59Low confidence
Network access in prose of documentationREADME.ru.md:107Low confidence
Network access in prose of documentationREADME.ru.md:109Low confidence
Network access in prose of documentationREADME.ru.md:115Low confidence
Network access in prose of documentationREADME.ru.md:116Low confidence
Network access in prose of the SKILL.mdSKILL.md:69Low confidence
Network access in prose of the SKILL.mdSKILL.md:70Low confidence
Executable script in code of a file that runsapp/Dockerfile:1High confidence
Access to secrets in code of documentationapp/README.md:16Low confidence
Executable script in prose of a file that runsapp/factory/__init__.py:1Low confidence
Executable script in prose of a file that runsapp/factory/bot.py:1Low confidence
Network access in code of a file that runsapp/factory/bot.py:32High confidence
Network access in code of a file that runsapp/factory/bot.py:33High confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valueapp/factory/bot.py:55Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valueapp/factory/bot.py:73Low confidence
Executable script in code of a file that runsapp/factory/db.py:1High confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valueapp/factory/db.py:8Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valueapp/factory/db.py:9Low confidence
Executable script in prose of a file that runsapp/factory/handlers.py:1Low confidence
Executable script in prose of a file that runsapp/factory/health.py:1Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valueapp/factory/health.py:8Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valueapp/factory/health.py:9Low confidence
Executable script in prose of a file that runsapp/factory/kanban.py:1Low confidence
Executable script in prose of a file that runsapp/factory/worker.py:1Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valueapp/factory/worker.py:32Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valueapp/factory/worker.py:93Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valueapp/factory/worker.py:94Low confidence
Access to secrets in code of a file that runs: a variable, placeholder or call, not a stored valueapp/factory/worker.py:96Low confidence
Executable script in prose of a testapp/tests/conftest.py:1Low confidence
Access to secrets in code of a test: a variable, placeholder or call, not a stored valueapp/tests/conftest.py:22Low confidence
Executable script in prose of a testapp/tests/test_db.py:1Low confidence
Executable script in prose of a testapp/tests/test_kanban.py:1Low confidence
Executable script in code of a file that runsdb/03-roles.sh:1High confidence
Executable script in a comment of a file that runsscripts/distill_memory.js:1Low confidence
Executable script in a comment of a file that runsscripts/fs_operations.js:1Low confidence

and 95 more

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	Native	Path GEMINI.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.

uussnn/second-brain

History

SKILL.md

Share this page

Heat

Stars over time

Individual skills in this repository

How it works

second-brain

Frontmatter

SKILL.md

Reference documents

The playbook

Scripts executed separately

Files

Skills included

Repository facts

Before you install

.env.example

.gitignore

LICENSE

Makefile

README.ru.md

SKILL.md

app/Dockerfile

app/README.md

app/factory/__init__.py

app/factory/bot.py

app/factory/db.py

app/factory/handlers.py

app/factory/health.py

app/factory/kanban.py

app/factory/worker.py

app/tests/conftest.py

app/tests/test_db.py

app/tests/test_kanban.py

db/03-roles.sh

docker-compose.yml

scripts/distill_memory.js

scripts/fs_operations.js

scripts/main.js

scripts/vector_search.js

scripts/vendor/sql-wasm.js

setup_server.sh

site/README.md

site/generator/__init__.py

site/generator/__main__.py

site/generator/build.py

site/generator/config.py

site/generator/data.py

site/generator/fmt.py

site/static/icon.svg

site/tests/conftest.py

site/tests/test_generator.py

site/tests/test_site.py

How the signals fit together

Works with

You might also use

wshobson/agents

alirezarezvani/claude-skills

titanwings/distilly

AgriciDaniel/claude-obsidian

JetBrains/thinkrail

Q00/ouroboros

`SKILL.md`

`.env.example`

`.gitignore`

`LICENSE`

`Makefile`

`README.ru.md`

`SKILL.md`

`app/Dockerfile`

`app/README.md`

`app/factory/init.py`

`app/factory/bot.py`

`app/factory/db.py`

`app/factory/handlers.py`

`app/factory/health.py`

`app/factory/kanban.py`

`app/factory/worker.py`

`app/tests/conftest.py`

`app/tests/test_db.py`

`app/tests/test_kanban.py`

`db/03-roles.sh`

`docker-compose.yml`

`scripts/distill_memory.js`

`scripts/fs_operations.js`

`scripts/main.js`

`scripts/vector_search.js`

`scripts/vendor/sql-wasm.js`

`setup_server.sh`

`site/README.md`

`site/generator/init.py`

`site/generator/main.py`

`site/generator/build.py`

`site/generator/config.py`

`site/generator/data.py`

`site/generator/fmt.py`

`site/static/icon.svg`

`site/tests/conftest.py`

`site/tests/test_generator.py`

`site/tests/test_site.py`