diff --git a/README.md b/README.md
index ef8f9a4..edadeae 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 # claude-code-best-practice
 practice makes claude perfect
 
-![updated with Claude Code](https://img.shields.io/badge/updated_with_Claude_Code-v2.1.81%20(Mar%2023%2C%202026%209%3A53%20PM%20PKT)-white?style=flat&labelColor=555) <a href="https://github.com/shanraisshan/claude-code-best-practice/stargazers"><img src="https://img.shields.io/github/stars/shanraisshan/claude-code-best-practice?style=flat&label=%E2%98%85&labelColor=555&color=white" alt="GitHub Stars"></a><br>
+![updated with Claude Code](https://img.shields.io/badge/updated_with_Claude_Code-v2.1.81%20(Mar%2022%2C%202026%209%3A20%20PM%20PKT)-white?style=flat&labelColor=555) <a href="https://github.com/shanraisshan/claude-code-best-practice/stargazers"><img src="https://img.shields.io/github/stars/shanraisshan/claude-code-best-practice?style=flat&label=%E2%98%85&labelColor=555&color=white" alt="GitHub Stars"></a><br>
 
 [![Best Practice](!/tags/best-practice.svg)](best-practice/) [![Implemented](!/tags/implemented.svg)](implementation/) [![Orchestration Workflow](!/tags/orchestration-workflow.svg)](orchestration-workflow/orchestration-workflow.md) [![Boris](!/tags/boris-cherny.svg)](#-tips-and-tricks) ![Click on these badges below to see the actual sources](!/tags/click-badges.svg)<br>
 <img src="a.svg" height="14"> = Agents · <img src="c.svg" height="14"> = Commands · <img src="s.svg" height="14"> = Skills
@@ -42,7 +42,7 @@ practice makes claude perfect
 |---------|----------|-------------|
 | [**Channels**](https://code.claude.com/docs/en/channels) ![beta](!/tags/beta.svg) | `--channels`, plugin-based | Push events from Telegram, Discord, or webhooks into a running session — Claude reacts while you're away · [Reference](https://code.claude.com/docs/en/channels-reference) |
 | [**Code Review**](https://code.claude.com/docs/en/code-review) ![beta](!/tags/beta.svg) | GitHub App (managed) | [![Best Practice](!/tags/best-practice.svg)](https://x.com/claudeai/status/2031088171262554195) Multi-agent PR analysis that catches bugs, security vulnerabilities, and regressions · [Blog](https://claude.com/blog/code-review) |
-| [**Scheduled Tasks**](https://code.claude.com/docs/en/scheduled-tasks) | `/loop`, `/schedule`, cron tools | [![Best Practice](!/tags/best-practice.svg)](https://x.com/bcherny/status/2030193932404150413) [![Implemented](!/tags/implemented.svg)](implementation/claude-scheduled-tasks-implementation.md) `/loop` runs prompts locally on a recurring schedule (up to 3 days) · [`/schedule`](https://code.claude.com/docs/en/web-scheduled-tasks) runs prompts in the cloud on Anthropic infrastructure — works even when your machine is off · [Announcement](https://x.com/noahzweben/status/2036129220959805859) |
+| [**Scheduled Tasks**](https://code.claude.com/docs/en/scheduled-tasks) | `/loop`, cron tools | [![Best Practice](!/tags/best-practice.svg)](https://x.com/bcherny/status/2030193932404150413) [![Implemented](!/tags/implemented.svg)](implementation/claude-scheduled-tasks-implementation.md) Run prompts on a recurring schedule (up to 3 days), set one-time reminders, poll deployments and builds |
 | [**Voice Dictation**](https://code.claude.com/docs/en/voice-dictation) ![beta](!/tags/beta.svg) | `/voice` | [![Best Practice](!/tags/best-practice.svg)](https://x.com/trq212/status/2028628570692890800) Push-to-talk speech input for prompts with 20-language support and rebindable activation key |
 | [**Simplify & Batch**](https://x.com/bcherny/status/2027534984534544489) | `/simplify`, `/batch` | [![Best Practice](!/tags/best-practice.svg)](https://x.com/bcherny/status/2027534984534544489) Built-in skills for code quality and bulk operations — simplify refactors for reuse and efficiency, batch runs commands across files |
 | [**Agent Teams**](https://code.claude.com/docs/en/agent-teams) ![beta](!/tags/beta.svg) | built-in (env var) | [![Best Practice](!/tags/best-practice.svg)](https://x.com/bcherny/status/2019472394696683904) [![Implemented](!/tags/implemented.svg)](implementation/claude-agent-teams-implementation.md) Multiple agents working in parallel on the same codebase with shared task coordination |
@@ -86,13 +86,13 @@ All major workflows converge on the same architectural pattern: **Research → P
 
 | Name | ★ | Uniqueness | Plan | <img src="a.svg" height="14"> | <img src="c.svg" height="14"> | <img src="s.svg" height="14"> |
 |------|---|------------|------|---|---|---|
-| [Superpowers](https://github.com/obra/superpowers) | 107k | ![TDD-first](https://img.shields.io/badge/TDD--first-ddf4ff) ![Iron Laws](https://img.shields.io/badge/Iron_Laws-ddf4ff) ![whole-plan review](https://img.shields.io/badge/whole--plan_review-ddf4ff) | <img src="s.svg" height="14"> [writing-plans](https://github.com/obra/superpowers/tree/main/skills/writing-plans) | 5 | 3 | 14 |
-| [Everything Claude Code](https://github.com/affaan-m/everything-claude-code) | 101k | ![instinct scoring](https://img.shields.io/badge/instinct_scoring-ddf4ff) ![AgentShield](https://img.shields.io/badge/AgentShield-ddf4ff) ![multi-lang rules](https://img.shields.io/badge/multi--lang_rules-ddf4ff) | <img src="a.svg" height="14"> [planner](https://github.com/affaan-m/everything-claude-code/blob/main/agents/planner.md) | 28 | 60 | 125 |
-| [Spec Kit](https://github.com/github/spec-kit) | 81k | ![spec-driven](https://img.shields.io/badge/spec--driven-ddf4ff) ![constitution](https://img.shields.io/badge/constitution-ddf4ff) ![22+ tools](https://img.shields.io/badge/22%2B_tools-ddf4ff) | <img src="c.svg" height="14"> [speckit.plan](https://github.com/github/spec-kit/blob/main/templates/commands/plan.md) | 0 | 9+ | 0 |
+| [Superpowers](https://github.com/obra/superpowers) | 103k | ![TDD-first](https://img.shields.io/badge/TDD--first-ddf4ff) ![Iron Laws](https://img.shields.io/badge/Iron_Laws-ddf4ff) ![whole-plan review](https://img.shields.io/badge/whole--plan_review-ddf4ff) | <img src="s.svg" height="14"> [writing-plans](https://github.com/obra/superpowers/tree/main/skills/writing-plans) | 5 | 3 | 14 |
+| [Everything Claude Code](https://github.com/affaan-m/everything-claude-code) | 93k | ![instinct scoring](https://img.shields.io/badge/instinct_scoring-ddf4ff) ![AgentShield](https://img.shields.io/badge/AgentShield-ddf4ff) ![multi-lang rules](https://img.shields.io/badge/multi--lang_rules-ddf4ff) | <img src="a.svg" height="14"> [planner](https://github.com/affaan-m/everything-claude-code/blob/main/agents/planner.md) | 28 | 59 | 116 |
+| [Spec Kit](https://github.com/github/spec-kit) | 79k | ![spec-driven](https://img.shields.io/badge/spec--driven-ddf4ff) ![constitution](https://img.shields.io/badge/constitution-ddf4ff) ![22+ tools](https://img.shields.io/badge/22%2B_tools-ddf4ff) | <img src="c.svg" height="14"> [speckit.plan](https://github.com/github/spec-kit/blob/main/templates/commands/plan.md) | 0 | 9+ | 0 |
 | [BMAD-METHOD](https://github.com/bmad-code-org/BMAD-METHOD) | 42k | ![full SDLC](https://img.shields.io/badge/full_SDLC-ddf4ff) ![agent personas](https://img.shields.io/badge/agent_personas-ddf4ff) ![22+ platforms](https://img.shields.io/badge/22%2B_platforms-ddf4ff) | <img src="s.svg" height="14"> [bmad-create-prd](https://github.com/bmad-code-org/BMAD-METHOD/tree/main/src/bmm-skills/2-plan-workflows/bmad-create-prd) | 0 | 0 | 42 |
-| [gstack](https://github.com/garrytan/gstack) | 41k | ![role personas](https://img.shields.io/badge/role_personas-ddf4ff) ![/codex review](https://img.shields.io/badge/%2Fcodex_review-ddf4ff) ![parallel sprints](https://img.shields.io/badge/parallel_sprints-ddf4ff) | <img src="s.svg" height="14"> [autoplan](https://github.com/garrytan/gstack/tree/main/autoplan) | 0 | 0 | 27 |
-| [Get Shit Done](https://github.com/gsd-build/get-shit-done) | 40k | ![fresh 200K contexts](https://img.shields.io/badge/fresh_200K_contexts-ddf4ff) ![wave execution](https://img.shields.io/badge/wave_execution-ddf4ff) ![XML plans](https://img.shields.io/badge/XML_plans-ddf4ff) | <img src="a.svg" height="14"> [gsd-planner](https://github.com/gsd-build/get-shit-done/blob/main/agents/gsd-planner.md) | 18 | 57 | 0 |
-| [OpenSpec](https://github.com/Fission-AI/OpenSpec) | 33k | ![delta specs](https://img.shields.io/badge/delta_specs-ddf4ff) ![brownfield](https://img.shields.io/badge/brownfield-ddf4ff) ![artifact DAG](https://img.shields.io/badge/artifact_DAG-ddf4ff) | <img src="c.svg" height="14"> [opsx:propose](https://github.com/Fission-AI/OpenSpec/blob/main/src/commands/workflow/new-change.ts) | 0 | 10 | 0 |
+| [Get Shit Done](https://github.com/gsd-build/get-shit-done) | 38k | ![fresh 200K contexts](https://img.shields.io/badge/fresh_200K_contexts-ddf4ff) ![wave execution](https://img.shields.io/badge/wave_execution-ddf4ff) ![XML plans](https://img.shields.io/badge/XML_plans-ddf4ff) | <img src="a.svg" height="14"> [gsd-planner](https://github.com/gsd-build/get-shit-done/blob/main/agents/gsd-planner.md) | 18 | 52 | 0 |
+| [gstack](https://github.com/garrytan/gstack) | 34k | ![role personas](https://img.shields.io/badge/role_personas-ddf4ff) ![/codex review](https://img.shields.io/badge/%2Fcodex_review-ddf4ff) ![parallel sprints](https://img.shields.io/badge/parallel_sprints-ddf4ff) | <img src="s.svg" height="14"> [plan-eng-review](https://github.com/garrytan/gstack/tree/main/plan-eng-review) | 0 | 0 | 21 |
+| [OpenSpec](https://github.com/Fission-AI/OpenSpec) | 33k | ![delta specs](https://img.shields.io/badge/delta_specs-ddf4ff) ![brownfield](https://img.shields.io/badge/brownfield-ddf4ff) ![artifact DAG](https://img.shields.io/badge/artifact_DAG-ddf4ff) | <img src="c.svg" height="14"> [opsx:propose](https://github.com/Fission-AI/OpenSpec/blob/main/src/commands/workflow/new-change.ts) | 0 | 11 | 11 |
 | [HumanLayer](https://github.com/humanlayer/humanlayer) | 10k | ![RPI](https://img.shields.io/badge/RPI-ddf4ff) ![context engineering](https://img.shields.io/badge/context_engineering-ddf4ff) ![300k+ LOC](https://img.shields.io/badge/300k%2B_LOC-ddf4ff) | <img src="c.svg" height="14"> [create_plan](https://github.com/humanlayer/humanlayer/blob/main/.claude/commands/create_plan.md) | 6 | 27 | 0 |
 
 ### Others
@@ -205,7 +205,7 @@ All major workflows converge on the same architectural pattern: **Research → P
 | Tip | Source |
 |-----|--------|
 | use ASCII diagrams a lot to understand your architecture | [![Boris](!/tags/boris-cherny.svg)](https://x.com/bcherny/status/2017742759218794768) |
-| use [/loop](https://code.claude.com/docs/en/scheduled-tasks) for local recurring monitoring (up to 3 days) · use [/schedule](https://code.claude.com/docs/en/web-scheduled-tasks) for cloud-based recurring tasks that run even when your machine is off | |
+| use [/loop](https://code.claude.com/docs/en/scheduled-tasks) for recurring monitoring — poll deployments, babysit PRs, check builds (runs up to 3 days) | |
 | use [Ralph Wiggum plugin](https://github.com/shanraisshan/novel-llm-26) for long-running autonomous tasks | [![Boris](!/tags/boris-cherny.svg)](https://x.com/bcherny/status/2007179858435281082) |
 | [/permissions](https://code.claude.com/docs/en/permissions) with wildcard syntax (Bash(npm run *), Edit(/docs/**)) instead of dangerously-skip-permissions | [![Boris](!/tags/boris-cherny.svg)](https://x.com/bcherny/status/2007179854077407667) |
 | [/sandbox](https://code.claude.com/docs/en/sandboxing) to reduce permission prompts with file and network isolation — 84% reduction internally | [![Boris](!/tags/boris-cherny.svg)](https://x.com/bcherny/status/2021700506465579443) [![Cat](!/tags/cat-wu.svg)](https://creatoreconomy.so/p/inside-claude-code-how-an-ai-native-actually-works-cat-wu) |