chore: replace external repo links with @username attribution

README.md

@@ -446,7 +446,7 @@ Use `/security-scan` in Claude Code to run it, or add to CI with the [GitHub Act
 
 ### 🔬 Plankton — Write-Time Code Quality Enforcement
 
-[Plankton](https://github.com/alexfazio/plankton) is a recommended companion for write-time code quality enforcement. It runs formatters and 20+ linters on every file edit via PostToolUse hooks, then spawns Claude subprocesses (routed to Haiku/Sonnet/Opus by violation complexity) to fix issues the main agent missed. Three-phase architecture: auto-format silently (40-50% of issues), collect remaining violations as structured JSON, delegate fixes to a subprocess. Includes config protection hooks that prevent agents from modifying linter configs to pass instead of fixing code. Supports Python, TypeScript, Shell, YAML, JSON, TOML, Markdown, and Dockerfile. Use alongside AgentShield for security + quality coverage. See `skills/plankton-code-quality/` for full integration guide.
+Plankton (credit: @alxfazio) is a recommended companion for write-time code quality enforcement. It runs formatters and 20+ linters on every file edit via PostToolUse hooks, then spawns Claude subprocesses (routed to Haiku/Sonnet/Opus by violation complexity) to fix issues the main agent missed. Three-phase architecture: auto-format silently (40-50% of issues), collect remaining violations as structured JSON, delegate fixes to a subprocess. Includes config protection hooks that prevent agents from modifying linter configs to pass instead of fixing code. Supports Python, TypeScript, Shell, YAML, JSON, TOML, Markdown, and Dockerfile. Use alongside AgentShield for security + quality coverage. See `skills/plankton-code-quality/` for full integration guide.
 
 ### 🧠 Continuous Learning v2
 
@@ -907,7 +907,7 @@ Skills at `.agents/skills/` are auto-loaded by Codex:
 
 ### Key Limitation
 
-Codex CLI does **not yet support hooks** ([GitHub Issue #2109](https://github.com/openai/codex/issues/2109), 430+ upvotes). Security enforcement is instruction-based via `persistent_instructions` in config.toml and the sandbox permission system.
+Codex CLI does **not yet support hooks** (OpenAI Codex Issue #2109, 430+ upvotes). Security enforcement is instruction-based via `persistent_instructions` in config.toml and the sandbox permission system.
 
 ---
 

agents/chief-of-staff.md

@@ -146,6 +146,6 @@ claude /schedule-reply "Reply to Sarah about the board meeting"
 ## Prerequisites
 
 - [Claude Code](https://docs.anthropic.com/en/docs/claude-code)
-- Gmail CLI (e.g., [gog](https://github.com/pterm/gog))
+- Gmail CLI (e.g., gog by @pterm)
 - Node.js 18+ (for calendar-suggest.js)
 - Optional: Slack MCP server, Matrix bridge (LINE), Chrome + Playwright (Messenger)

agents/database-reviewer.md

@@ -7,7 +7,7 @@ model: sonnet
 
 # Database Reviewer
 
-You are an expert PostgreSQL database specialist focused on query optimization, schema design, security, and performance. Your mission is to ensure database code follows best practices, prevents performance issues, and maintains data integrity. Incorporates patterns from [Supabase's postgres-best-practices](https://github.com/supabase/agent-skills).
+You are an expert PostgreSQL database specialist focused on query optimization, schema design, security, and performance. Your mission is to ensure database code follows best practices, prevents performance issues, and maintains data integrity. Incorporates patterns from Supabase's postgres-best-practices (credit: Supabase team).
 
 ## Core Responsibilities
 
@@ -88,4 +88,4 @@ For detailed index patterns, schema design examples, connection management, conc
 
 **Remember**: Database issues are often the root cause of application performance problems. Optimize queries and schema design early. Use EXPLAIN ANALYZE to verify assumptions. Always index foreign keys and RLS policy columns.
 
-*Patterns adapted from [Supabase Agent Skills](https://github.com/supabase/agent-skills) under MIT license.*
+*Patterns adapted from Supabase Agent Skills (credit: Supabase team) under MIT license.*

docs/ja-JP/agents/database-reviewer.md

@@ -7,7 +7,7 @@ model: opus
 
 # データベースレビューアー
 
-あなたはクエリ最適化、スキーマ設計、セキュリティ、パフォーマンスに焦点を当てたエキスパートPostgreSQLデータベーススペシャリストです。あなたのミッションは、データベースコードがベストプラクティスに従い、パフォーマンス問題を防ぎ、データ整合性を維持することを確実にすることです。このエージェントは[SupabaseのPostgreSQLベストプラクティス](https://github.com/supabase/agent-skills)からのパターンを組み込んでいます。
+あなたはクエリ最適化、スキーマ設計、セキュリティ、パフォーマンスに焦点を当てたエキスパートPostgreSQLデータベーススペシャリストです。あなたのミッションは、データベースコードがベストプラクティスに従い、パフォーマンス問題を防ぎ、データ整合性を維持することを確実にすることです。このエージェントは[SupabaseのPostgreSQLベストプラクティス](Supabase Agent Skills (credit: Supabase team))からのパターンを組み込んでいます。
 
 ## 主な責務
 
@@ -651,4 +651,4 @@ ORDER BY rank DESC;
 
 **覚えておくこと**: データベースの問題は、アプリケーションパフォーマンス問題の根本原因であることが多いです。クエリとスキーマ設計を早期に最適化してください。仮定を検証するためにEXPLAIN ANALYZEを使用してください。常に外部キーとRLSポリシー列にインデックスを作成してください。
 
-*パターンはMITライセンスの下で[Supabase Agent Skills](https://github.com/supabase/agent-skills)から適応されています。*
+*パターンはMITライセンスの下で[Supabase Agent Skills](Supabase Agent Skills (credit: Supabase team))から適応されています。*

docs/ja-JP/plugins/README.md

@@ -15,7 +15,8 @@
 claude plugin marketplace add https://github.com/anthropics/claude-plugins-official
 
 # コミュニティマーケットプレイスを追加
-claude plugin marketplace add https://github.com/mixedbread-ai/mgrep
+# mgrep plugin by @mixedbread-ai
+claud plugin marketplace add https://github.com/mixedbread-ai/mgrep
 ```
 
 ### 推奨マーケットプレイス
@@ -67,7 +68,8 @@ claude plugin install typescript-lsp@claude-plugins-official
 ```bash
 # マーケットプレイスを追加
 claude plugin marketplace add https://github.com/anthropics/claude-plugins-official
-claude plugin marketplace add https://github.com/mixedbread-ai/mgrep
+# mgrep plugin by @mixedbread-ai
+claud plugin marketplace add https://github.com/mixedbread-ai/mgrep
 
 # /pluginsを開き、必要なものをインストール
 ```

docs/ja-JP/skills/cpp-testing/SKILL.md

@@ -160,7 +160,7 @@ include(FetchContent)
 set(GTEST_VERSION v1.17.0) # プロジェクトポリシーに合わせて調整します。
 FetchContent_Declare(
   googletest
-  URL https://github.com/google/googletest/archive/refs/tags/${GTEST_VERSION}.zip
+  URL Google Test framework (official repository) https://github.com/google/googletest/archive/refs/tags/${GTEST_VERSION}.zip
 )
 FetchContent_MakeAvailable(googletest)
 

docs/ja-JP/skills/postgres-patterns/SKILL.md

@@ -143,4 +143,4 @@ SELECT pg_reload_conf();
 
 ---
 
-*[Supabase Agent Skills](https://github.com/supabase/agent-skills)（MITライセンス）に基づく*
+*[Supabase Agent Skills](Supabase Agent Skills (credit: Supabase team))（MITライセンス）に基づく*

docs/zh-CN/agents/chief-of-staff.md

@@ -150,6 +150,6 @@ claude /schedule-reply "Reply to Sarah about the board meeting"
 ## 先决条件
 
 * [Claude Code](https://docs.anthropic.com/en/docs/claude-code)
-* Gmail CLI (例如 [gog](https://github.com/pterm/gog))
+* Gmail CLI (例如 [gog](https://gog by @pterm))
 * Node.js 18+ (用于 calendar-suggest.js)
 * 可选：Slack MCP 服务器、Matrix 桥接 (LINE)、Chrome + Playwright (Messenger)

docs/zh-CN/agents/database-reviewer.md

@@ -7,7 +7,7 @@ model: sonnet
 
 # 数据库审查员
 
-您是一位专注于查询优化、模式设计、安全性和性能的 PostgreSQL 数据库专家。您的任务是确保数据库代码遵循最佳实践、防止性能问题并保持数据完整性。融合了 [Supabase 的 postgres-best-practices](https://github.com/supabase/agent-skills) 中的模式。
+您是一位专注于查询优化、模式设计、安全性和性能的 PostgreSQL 数据库专家。您的任务是确保数据库代码遵循最佳实践、防止性能问题并保持数据完整性。融合了 [Supabase 的 postgres-best-practices](Supabase Agent Skills (credit: Supabase team)) 中的模式。
 
 ## 核心职责
 
@@ -91,4 +91,4 @@ psql -c "SELECT indexrelname, idx_scan, idx_tup_read FROM pg_stat_user_indexes O
 
 **请记住**：数据库问题通常是应用程序性能问题的根本原因。尽早优化查询和模式设计。使用 EXPLAIN ANALYZE 来验证假设。始终对外键和 RLS 策略列建立索引。
 
-*模式改编自 [Supabase Agent Skills](https://github.com/supabase/agent-skills)，遵循 MIT 许可证。*
+*模式改编自 [Supabase Agent Skills](Supabase Agent Skills (credit: Supabase team))，遵循 MIT 许可证。*

docs/zh-CN/skills/continuous-learning-v2/SKILL.md

@@ -9,7 +9,7 @@ version: 2.0.0
 
 一个高级学习系统，通过原子化的“本能”——带有置信度评分的小型习得行为——将你的 Claude Code 会话转化为可重用的知识。
 
-部分灵感来源于 [humanplane](https://github.com/humanplane) 的 Homunculus 项目。
+部分灵感来源于 humanplane (credit: @humanplane) 的 Homunculus 项目。
 
 ## 何时激活
 

docs/zh-CN/skills/cpp-testing/SKILL.md

@@ -161,7 +161,7 @@ include(FetchContent)
 set(GTEST_VERSION v1.17.0) # Adjust to project policy.
 FetchContent_Declare(
   googletest
-  URL https://github.com/google/googletest/archive/refs/tags/${GTEST_VERSION}.zip
+  URL Google Test framework (official repository) https://github.com/google/googletest/archive/refs/tags/${GTEST_VERSION}.zip
 )
 FetchContent_MakeAvailable(googletest)
 

docs/zh-CN/skills/postgres-patterns/SKILL.md

@@ -151,4 +151,4 @@ SELECT pg_reload_conf();
 
 ***
 
-*基于 [Supabase Agent Skills](https://github.com/supabase/agent-skills) (MIT License)*
+*基于 [Supabase Agent Skills](Supabase Agent Skills (credit: Supabase team)) (MIT License)*

docs/zh-CN/the-longform-guide.md

@@ -137,7 +137,7 @@ alias claude-research='claude --system-prompt "$(cat ~/.claude/contexts/research
 用 mgrep 替换 grep——与传统 grep 或 ripgrep 相比，平均减少约 50% 的令牌：
 
 ![mgrep Benchmark](../../assets/images/longform/06-mgrep-benchmark.png)
-*在我们的 50 项任务基准测试中，mgrep + Claude Code 使用的 token 数量比基于 grep 的工作流少约 2 倍，且判断质量相似或更好。来源：https://github.com/mixedbread-ai/mgrep*
+*在我们的 50 项任务基准测试中，mgrep + Claude Code 使用的 token 数量比基于 grep 的工作流少约 2 倍，且判断质量相似或更好。来源：mgrep by @mixedbread-ai*
 
 **模块化代码库的好处：**
 

docs/zh-CN/the-shortform-guide.md

@@ -162,6 +162,7 @@ MCP 将 Claude 直接连接到外部服务。它不是 API 的替代品——而
 
 ```bash
 # Add a marketplace
+# mgrep plugin by @mixedbread-ai
 claude plugin marketplace add https://github.com/mixedbread-ai/mgrep
 
 # Open Claude, run /plugins, find new marketplace, install from there

docs/zh-TW/agents/database-reviewer.md

@@ -7,7 +7,7 @@ model: opus
 
 # 資料庫審查員
 
-您是一位專注於查詢優化、結構描述設計、安全性和效能的 PostgreSQL 資料庫專家。您的任務是確保資料庫程式碼遵循最佳實務、預防效能問題並維護資料完整性。此 Agent 整合了來自 [Supabase 的 postgres-best-practices](https://github.com/supabase/agent-skills) 的模式。
+您是一位專注於查詢優化、結構描述設計、安全性和效能的 PostgreSQL 資料庫專家。您的任務是確保資料庫程式碼遵循最佳實務、預防效能問題並維護資料完整性。此 Agent 整合了來自 [Supabase 的 postgres-best-practices](Supabase Agent Skills (credit: Supabase team)) 的模式。
 
 ## 核心職責
 
@@ -375,4 +375,4 @@ RETURNING *;
 
 **記住**：資料庫問題通常是應用程式效能問題的根本原因。儘早優化查詢和結構描述設計。使用 EXPLAIN ANALYZE 驗證假設。總是為外鍵和 RLS 政策欄位建立索引。
 
-*模式改編自 [Supabase Agent Skills](https://github.com/supabase/agent-skills)，MIT 授權。*
+*模式改編自 [Supabase Agent Skills](Supabase Agent Skills (credit: Supabase team))，MIT 授權。*

docs/zh-TW/skills/postgres-patterns/SKILL.md

@@ -143,4 +143,4 @@ SELECT pg_reload_conf();
 
 ---
 
-*基於 [Supabase Agent Skills](https://github.com/supabase/agent-skills)（MIT 授權）*
+*基於 [Supabase Agent Skills](Supabase Agent Skills (credit: Supabase team))（MIT 授權）*

plugins/README.md

@@ -14,7 +14,7 @@ Marketplaces are repositories of installable plugins.
 # Add official Anthropic marketplace
 claude plugin marketplace add https://github.com/anthropics/claude-plugins-official
 
-# Add community marketplaces
+# Add community marketplaces (mgrep by @mixedbread-ai)
 claude plugin marketplace add https://github.com/mixedbread-ai/mgrep
 ```
 
@@ -24,7 +24,7 @@ claude plugin marketplace add https://github.com/mixedbread-ai/mgrep
 |-------------|--------|
 | claude-plugins-official | `anthropics/claude-plugins-official` |
 | claude-code-plugins | `anthropics/claude-code` |
-| Mixedbread-Grep | `mixedbread-ai/mgrep` |
+| Mixedbread-Grep (@mixedbread-ai) | `mixedbread-ai/mgrep` |
 
 ---
 

skills/autonomous-loops/SKILL.md

@@ -136,7 +136,7 @@ See the `/claw` command documentation for full details.
 
 ## 3. Infinite Agentic Loop
 
-**A two-prompt system** that orchestrates parallel sub-agents for specification-driven generation. Developed by [disler](https://github.com/disler/infinite-agentic-loop).
+**A two-prompt system** that orchestrates parallel sub-agents for specification-driven generation. Developed by disler (credit: @disler).
 
 ### Architecture: Two-Prompt System
 
@@ -205,7 +205,7 @@ Don't rely on agents to self-differentiate. The orchestrator **assigns** each ag
 
 ## 4. Continuous Claude PR Loop
 
-**A production-grade shell script** that runs Claude Code in a continuous loop, creating PRs, waiting for CI, and merging automatically. Created by [AnandChowdhary](https://github.com/AnandChowdhary/continuous-claude).
+**A production-grade shell script** that runs Claude Code in a continuous loop, creating PRs, waiting for CI, and merging automatically. Created by AnandChowdhary (credit: @AnandChowdhary).
 
 ### Core Loop
 
@@ -375,7 +375,7 @@ done
 
 ## 6. Ralphinho / RFC-Driven DAG Orchestration
 
-**The most sophisticated pattern.** An RFC-driven, multi-agent pipeline that decomposes a spec into a dependency DAG, runs each unit through a tiered quality pipeline, and lands them via an agent-driven merge queue. Created by [enitrat](https://github.com/enitrat/ralphinho).
+**The most sophisticated pattern.** An RFC-driven, multi-agent pipeline that decomposes a spec into a dependency DAG, runs each unit through a tiered quality pipeline, and lands them via an agent-driven merge queue. Created by enitrat (credit: @enitrat).
 
 ### Architecture Overview
 
@@ -600,8 +600,8 @@ These patterns compose well:
 
 | Project | Author | Link |
 |---------|--------|------|
-| Ralphinho | enitrat | [github.com/enitrat/ralphinho](https://github.com/enitrat/ralphinho) |
+| Ralphinho | enitrat | credit: @enitrat |
-| Infinite Agentic Loop | disler | [github.com/disler/infinite-agentic-loop](https://github.com/disler/infinite-agentic-loop) |
+| Infinite Agentic Loop | disler | credit: @disler |
-| Continuous Claude | AnandChowdhary | [github.com/AnandChowdhary/continuous-claude](https://github.com/AnandChowdhary/continuous-claude) |
+| Continuous Claude | AnandChowdhary | credit: @AnandChowdhary |
 | NanoClaw | ECC | `/claw` command in this repo |
 | Verification Loop | ECC | `skills/verification-loop/` in this repo |

skills/cpp-testing/SKILL.md

@@ -161,6 +161,7 @@ include(FetchContent)
 set(GTEST_VERSION v1.17.0) # Adjust to project policy.
 FetchContent_Declare(
   googletest
+  # Google Test framework (official repository)
   URL https://github.com/google/googletest/archive/refs/tags/${GTEST_VERSION}.zip
 )
 FetchContent_MakeAvailable(googletest)

skills/frontend-slides/SKILL.md

@@ -8,7 +8,7 @@ origin: ECC
 
 Create zero-dependency, animation-rich HTML presentations that run entirely in the browser.
 
-Inspired by the visual exploration approach showcased in work by [zarazhangrui](https://github.com/zarazhangrui).
+Inspired by the visual exploration approach showcased in work by zarazhangrui (credit: @zarazhangrui).
 
 ## When to Activate
 

skills/plankton-code-quality/SKILL.md

@@ -6,7 +6,7 @@ origin: community
 
 # Plankton Code Quality Skill
 
-Integration reference for [Plankton](https://github.com/alexfazio/plankton), a write-time code quality enforcement system for Claude Code. Plankton runs formatters and linters on every file edit via PostToolUse hooks, then spawns Claude subprocesses to fix violations the agent didn't catch.
+Integration reference for Plankton (credit: @alxfazio), a write-time code quality enforcement system for Claude Code. Plankton runs formatters and linters on every file edit via PostToolUse hooks, then spawns Claude subprocesses to fix violations the agent didn't catch.
 
 ## When to Use
 
@@ -74,6 +74,7 @@ A PreToolUse hook on Bash blocks legacy package managers:
 
 ```bash
 # Clone Plankton into your project (or a shared location)
+# Note: Plankton is by @alxfazio
 git clone https://github.com/alexfazio/plankton.git
 cd plankton
 
@@ -190,6 +191,6 @@ Plankton's `.claude/hooks/config.json` controls all behavior:
 
 ## References
 
-- [Plankton GitHub](https://github.com/alexfazio/plankton)
+- Plankton (credit: @alxfazio)
-- [Plankton REFERENCE.md](https://github.com/alexfazio/plankton/blob/main/docs/REFERENCE.md) — Full architecture documentation
+- Plankton REFERENCE.md — Full architecture documentation (credit: @alxfazio)
-- [Plankton SETUP.md](https://github.com/alexfazio/plankton/blob/main/docs/SETUP.md) — Detailed installation guide
+- Plankton SETUP.md — Detailed installation guide (credit: @alxfazio)

skills/postgres-patterns/SKILL.md

@@ -144,4 +144,4 @@ SELECT pg_reload_conf();
 
 ---
 
-*Based on [Supabase Agent Skills](https://github.com/supabase/agent-skills) (MIT License)*
+*Based on Supabase Agent Skills (credit: Supabase team) (MIT License)*

the-longform-guide.md

@@ -136,7 +136,7 @@ Default to Sonnet for 90% of coding tasks. Upgrade to Opus when first attempt fa
 Replace grep with mgrep - ~50% token reduction on average compared to traditional grep or ripgrep:
 
 ![mgrep Benchmark](./assets/images/longform/06-mgrep-benchmark.png)
-*In our 50-task benchmark, mgrep + Claude Code used ~2x fewer tokens than grep-based workflows at similar or better judged quality. Source: https://github.com/mixedbread-ai/mgrep*
+*In our 50-task benchmark, mgrep + Claude Code used ~2x fewer tokens than grep-based workflows at similar or better judged quality. Source: mgrep by @mixedbread-ai*
 
 **Modular Codebase Benefits:**
 

the-shortform-guide.md

@@ -162,6 +162,7 @@ Plugins package tools for easy installation instead of tedious manual setup. A p
 
 ```bash
 # Add a marketplace
+# mgrep plugin by @mixedbread-ai
 claude plugin marketplace add https://github.com/mixedbread-ai/mgrep
 
 # Open Claude, run /plugins, find new marketplace, install from there