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dev

Name: dev
Author: mayank-io

By mayank-io

Development workflow commands, skills, and doc-conventions. Code review, quality gates, engineering practices, and documentation templates with workflow enforcement.

npx claudepluginhub mayank-io/mstack --plugin dev

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What's Inside

Slash Commands8

Code Review Iterative

/code-review-iterative

Run iterative code review with 3 parallel reviewers (PE, Sr SDE, QA) and diminishing fix thresholds across up to 4 iterations.

Apply Feedback

/apply-feedback

Review [MK] comments in the current document and apply changes immediately without asking for permission

Design Review Iterative

/design-review-iterative

Run iterative design document review with 3 parallel reviewers (PE, Sr SDE, Domain Expert) and diminishing fix thresholds across up to 4 iterations.

Finish Work On Local Worktree

/finish-work-on-local-worktree

Merge a local worktree into main, update doc statuses, update project plan, and recommend next work

Ml Design Review Iterative

/ml-design-review-iterative

Run iterative ML design review with 3 parallel reviewers (Principal ML Engineer, Sr Applied Scientist, ML Ops Engineer) and diminishing fix thresholds across up to 4 iterations.

Skills8

apply-feedback

/apply-feedback

Apply tagged review comments (e.g. [MK], [REV]) in the current document immediately, using per-tag interpretation rules from `~/.mstack/dev/feedback-tags.json`. Use when the user says "apply feedback", "apply MK comments", "apply review notes", "apply my edits", or wants tagged comments incorporated directly into a document without an approval gate.

code-review-iterative

/code-review-iterative

Run iterative code review with diminishing fix thresholds. Use when the user says "review my code", "iterative review", "code review", "review this iteratively", or after completing a feature implementation.

design-review-iterative

/design-review-iterative

Run iterative design document review with diminishing fix thresholds. Use when the user says "review my design", "design review", "review this design doc", "review the design iteratively", or after completing a design document.

finish-work-on-local-worktree

/finish-work-on-local-worktree

This skill should be used when the user says "finish worktree", "close out worktree", "merge and close milestone", "finish this worktree", "done with worktree", "wrap up worktree", or when a worktree branch is complete and needs to be merged into main AND related documentation status, project plan, and next-milestone recommendations need updating. Combines local merge (via git-worktree:local-merge), doc status updates, project plan updates, and next-milestone recommendation into one workflow. Prefer this over plain local-merge when doc and plan updates are needed.

ml-design-review-iterative

/ml-design-review-iterative

Run iterative ML design review with diminishing fix thresholds. Use when reviewing designs for ML systems, evaluation harnesses, automated search systems, scoring functions, data pipelines, or any design where statistical soundness, data leakage, overfitting risks, and metric validity are primary concerns.

Hooks1

Event Hooks

File writes

5 hooks across 3 events

Stats

Version1.0.0

LanguagePython

Stars1

MaintenanceGood

LicenseMIT

Last CommitApr 28, 2026

AddedMay 1, 2026

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View on GitHub View README Plugin Marketplace JSON

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Available In

mstack2

Safety Signals

Caution

Modifies files

Hook triggers on file write and edit operations

README

mstack

Claude Code plugin marketplace for development and continuous-improvement workflows.

Install

/plugin marketplace add mayank-io/mstack

Then enable individual plugins:

/plugin install ccimprove@mstack
/plugin install dev@mstack
/plugin install download@mstack

Plugins

`ccimprove` — meta improvement

Analyze your Claude Code usage and turn one-off work into reusable patterns.

Command	What it does
`/ccimprove:surface-usage-patterns`	Scan all sessions in `~/.claude/projects/` and surface candidates for skills, plugins, agents, and CLAUDE.md additions
`/ccimprove:make-repeatable`	Analyze the current conversation and recommend whether to codify it as a skill or a plugin, then build it
`/ccimprove:clean-permissions`	Prune one-off pastes, redundant entries, and dead MCP refs from `~/.claude/settings.json`

`dev` — development workflow

Iterative reviews, doc conventions, and feedback loops for serious engineering work.

Command	What it does
`/dev:code-review-iterative`	Up to 4 review-fix iterations with 3 parallel reviewer agents (PE, Sr SDE, QA), diminishing fix thresholds
`/dev:design-review-iterative`	Same shape, applied to design documents (PE, Sr SDE, Domain Expert)
`/dev:ml-design-review-iterative`	ML-specific variant (Principal ML Engineer, Sr Applied Scientist, ML Ops Engineer)
`/dev:apply-feedback`	Apply tagged comments (`[MK]`, `[REV]`, etc.) in the current document immediately, no questions asked
`/dev:review-feedback`	Same input, but plan-then-apply with approval gate
`/dev:setup-doc-conventions`	Bootstrap `docs/templates/`, dashboard, Obsidian config, and CLAUDE.md workflow section
`/dev:finish-work-on-local-worktree`	Squash-merge a worktree into main, update doc statuses, refresh the project plan, recommend next work
`/dev:summarize-this-session`	Two-section conversation recap: ongoing task + continuous-improvement insights

Bundled assets:

10 doc-type templates (design, impl-plan, cutover-plan, analysis, report, postmortem, kb, ops-guide, playbook, experiment)
Obsidian Bases dashboard (dashboard.base + dashboard.md)
CLAUDE.md workflow section snippet
PreToolUse / PostToolUse / SessionStart hooks for doc workflow enforcement

Configuration: feedback tags

apply-feedback and review-feedback look for tagged comments (e.g., [MK], [REV]) in the current document. The set of tags and how each one should be interpreted is configured per user at:

~/.mstack/dev/feedback-tags.json

The file is auto-created on first run with a default MK entry. To add, modify, or delete tags, edit this file directly. Changes are picked up on the next skill invocation — no restart required.

Schema:

{
  "tags": [
    {
      "tag": "MK",
      "from": "Document author (initials = MK for Mayank)",
      "content": "Direct edit instructions, factual corrections, rephrasing requests",
      "action": "Apply edits as written; treat as imperative; only push back if ambiguous"
    },
    {
      "tag": "REV",
      "from": "External reviewer",
      "content": "Suggestions, open questions, alternative phrasings",
      "action": "Treat as suggestions; flag for discussion before applying"
    }
  ]
}

Field semantics:

tag — short uppercase prefix that appears bracketed in documents (matched case-insensitively).
from / content — context to help Claude calibrate trust and tone for these comments.
action — interpretation guidance. Does not override the skill's posture (apply-feedback still applies immediately, review-feedback still gates on approval), but informs how matched comments are treated within that posture.

`download` — pull content into local Markdown

Save what you read so it stays searchable, summarizable, and yours.

Command	What it does
`/download:youtube-transcript`	Transcript + metadata + chapters + speakers from a YouTube URL (persistent Chrome profile)
`/download:x-post`	Single tweet, full thread, or X Article — auto-detects threads and downloads images
`/download:notion-public-site`	Crawl a public Notion site, save every page as Markdown with wikilinks and embedded images
`/download:scribd-document`	Pull every page of a Scribd document as zero-padded `.jpg` files via embed view
`/download:alphaxiv-paper`	Structured AI-generated overview of any arXiv paper from alphaxiv.org

Conventions

View full README on GitHub

dev

Popularity

What's Inside

Confidence

README

mstack

Install

Plugins

ccimprove — meta improvement

dev — development workflow

Configuration: feedback tags

download — pull content into local Markdown

Conventions

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Install

Plugins

ccimprove — meta improvement

dev — development workflow

Configuration: feedback tags

download — pull content into local Markdown

Conventions

Popularity

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More by mayank-io

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`ccimprove` — meta improvement

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`ccimprove` — meta improvement

`dev` — development workflow

`download` — pull content into local Markdown