toolly
登录/注册
返回

postgresql

🗄️ 数据库
访问 GitHub

面向 PostgreSQL 的高性能、高可靠性表结构设计能力,涵盖规范化建模、精准数据类型选择(如 TIMESTAMPTZ、NUMERIC、TEXT)、针对性索引策略(B-tree、GIN、GiST、…

简介

面向 PostgreSQL 的高性能、高可靠性表结构设计能力,涵盖规范化建模、精准数据类型选择(如 TIMESTAMPTZ、NUMERIC、TEXT)、针对性索引策略(B-tree、GIN、GiST、…

核心能力速览
✓所属分类:🗄️ 数据库
✓通过 Agent Skills 协议,将「能力」封装为可复用、可安装的 AI 组件
✓支持按需加载领域知识与工具,让通用模型转变为特定任务的专家
适用场景

适用于「🗄️ 数据库」相关场景,可作为可复用的 AI 能力组件,接入支持 Agent Skills 的 AI 客户端(如 Claude、Cursor、Cline 等),按需调用以扩展模型能力。

Skills.MD

Agentic Plugin Marketplace

Production-ready agentic workflow building blocks: 94 plugins, 202 agents, 183 skills, 105 commands — built for Claude Code and consumed natively by OpenAI Codex CLI, Cursor, OpenCode, the Antigravity CLI, and GitHub Copilot from a single Markdown source.

Claude Code Codex CLI Cursor OpenCode Antigravity CLI Copilot

[!NOTE] One source-of-truth (plugins/), five harnesses. Each harness gets idiomatic, harness-native artifacts — not lowest-common-denominator translations. See docs/harnesses.md for the capability matrix.

Quick start

Pick your harness:

Claude Code

/plugin marketplace add wshobson/agents
/plugin install python-development          # or any of 94 plugins

→ Full Claude Code setup, troubleshooting, and plugin catalog

Codex CLI · Cursor · OpenCode · Antigravity CLI · Copilot

Codex and Cursor install natively from the committed registries (which point at the source plugins/):

npx codex-marketplace add wshobson/agents        # Codex; then install individual plugins
# Cursor: add the marketplace, then `/plugin install <name>` (reads .cursor-plugin/ + source)

Antigravity and OpenCode install via clone + generate (the transformed trees are gitignored):

gh repo clone wshobson/agents ~/agents && cd ~/agents
make generate HARNESS=antigravity && make install-antigravity  # Antigravity (agy)
make install-opencode                                          # OpenCode (runs generate + symlinks)

Skills only: gh skill · npx skills

Both Agent Skills installers read plugins/*/skills/ straight from GitHub, into whichever agent you use. No clone, no marketplace, no generate step. Skills only: no agents, commands, or hooks.

gh skill install wshobson/agents                                 # browse, then pick a skill or --all
gh skill install wshobson/agents python-testing-patterns --agent claude-code
npx skills add wshobson/agents --skill python-testing-patterns   # add -a claude-code, -g for user scope

Setup details and per-harness gotchas: docs/harnesses.md.

What's inside

Count What it is
Plugins 94 Granular, single-purpose installable units (92 local + 2 external via git-subdir)
Agents 202 Domain experts (architecture, languages, infra, security, data, ML, docs, business, SEO)
Skills 183 Modular knowledge packages with progressive disclosure (load when activated)
Commands 105 Slash commands: scaffolding, security scans, test gen, infrastructure setup
Orchestrators 16 Multi-agent coordination workflows (full-stack, security, ML, incident response)

Browse the catalog: docs/plugins.md · docs/agents.md · docs/agent-skills.md

How it works

Each plugin is isolated and composable: agents, commands, and skills are auto-discovered from directory structure. Installing a plugin loads only its components into context — not the whole marketplace.

plugins/python-development/
├── .claude-plugin/plugin.json
├── agents/             # 3 Python agents (python-pro, django-pro, fastapi-pro)
├── commands/           # 1 scaffolding command
└── skills/             # 16 specialized skills (async, testing, packaging, …)

Tiered model strategy:

Tier Model Use
0 Fable 5 Longest-horizon autonomous work — large migrations, multi-hour runs (opt-in, premium cost)
1 Opus Architecture, security, code review, production-critical
2 inherit User-chosen — backend, frontend, AI/ML, specialized
3 Sonnet Docs, testing, debugging, API references
4 Haiku Fast operational tasks, SEO, deployment, content

→ Model configuration details

Multi-harness support

This marketplace ships to five agentic harnesses from one Markdown source. Each adapter emits harness-native artifacts (not lowest-common-denominator translations):

Harness Generates Notes
Claude Code (source-of-truth) Native marketplace.json + plugins/
Codex CLI .agents/plugins/marketplace.json + plugins/*/.codex-plugin/plugin.json (committed); .codex/skills/, .codex/agents/ (gitignored) 8 KB skill cap respected; commands → skills
Cursor .cursor-plugin/, .cursor/rules/ Thin marketplace + curated rules; reuses .claude/
OpenCode .opencode/agents/, .opencode/commands/, .opencode/skills/ permission: block from tools: allowlist; OpenCode-safe skill names
Antigravity CLI .antigravity/plugins/<p>/{skills/,agents/,commands/} Self-contained agy plugin per source plugin; model tier alias (inherit/flash/pro)
Copilot .copilot/agents/, .copilot/skills/, .copilot/commands/ Markdown agent profiles + SKILL.md skills + commands-as-skills; model maps to native Claude models
make generate-all                        # all five
make validate                            # structural checks
make garden                              # drift / dead-link / cap detection

Codex and Cursor install from source via committed registries; Antigravity and OpenCode install via clone + make. Individual skills install into any agent with gh skill install wshobson/agents or npx skills add wshobson/agents, no clone needed.

→ Full capability matrix and per-harness deep-dives

Quality evaluation

plugin-eval is a three-layer evaluation framework for measuring and certifying plugin/skill quality:

  • Static — deterministic structural analysis (<2s, free)
  • LLM Judge — semantic evaluation across 4 dimensions (~30s, Haiku + Sonnet)
  • Monte Carlo — statistical reliability via 50-100 simulated runs (~2-5 min)
uv run plugin-eval score path/to/skill --depth quick
uv run plugin-eval certify path/to/skill

→ PluginEval framework documentation

Documentation map

Detail lives in docs/. Read in this order:

Harness setup, capability deltas, and gotchas live in docs/harnesses.md.

Contributing: CONTRIBUTING.md · Authoring: docs/authoring.md

External Memory Integration

Pensyve is included as an external git-subdir entry for Claude Code. Pensyve also maintains direct upstream integrations for Codex CLI, Cursor, OpenCode, and Copilot (not yet Antigravity CLI).

Harness Pensyve integration
Claude Code /plugin install pensyve from this marketplace (integrations/claude-code)
Codex CLI integrations/codex-plugin
Cursor integrations/cursor
OpenCode integrations/opencode-plugin
Copilot .copilot/ in repo root or ~/.copilot/ via make install-copilot

External Security Integration

HOL Guard is included as an external git-subdir entry for Claude Code from the reviewed distributions/wshobson-agents payload in hashgraph-online/hol-guard-plugin. The payload exposes local hol-guard and plugin-scanner skills. Guard Cloud is neither required nor promoted on the default path. This marketplace entry is a Claude Code discovery surface only; it does not add HOL Guard to this repository's generated Codex, Cursor, OpenCode, Antigravity, or Copilot registries.

The reviewed external payload is pinned to commit 43b2dda59e9f07057c52e69fd7426188faae1488. Its local CLI pins are hol-guard==2.2.119 and plugin-scanner==2.2.119, and installation requires user approval. For a reviewed payload update, the marketplace sha and the matching marketplace/external manifest versions must be advanced together. When protection is explicitly requested, the external hol-guard runtime can modify supported harness hook/settings configuration; those changes are performed by the local Guard CLI, not by files in this marketplace repository.

License

MIT — see LICENSE.

Star history

Star History Chart

快捷安装

在终端执行以下命令,即可将本 Skill 安装到本地 AI 客户端:

npx skills add wshobson/agents

相关推荐