MCode Review, PR review that has to prove its findings: the same rules in your agent and in GitHub or GitLab CI, a verdict decided by a script, threads that carry over between pushes, and a weekly loop that tunes the rules on your own history. Plus finding the loops where you keep acting as a manual step for your agents, and a content pipeline that turns material into Xiaohongshu image posts and short vertical videos.
Plugin jiachen from marketplace mcode-stack in MiniMax-AI/mcode-stack. Commands read from the repo's manifest — yesterday.
lifting-loopsFinds loops where the user keeps acting as a manual step for agents (retrying, judging output, approving, carrying context, starting the same task by hand, doing the agent's work) and proposes how to lift the user out: delete a stale rule, change a skill / AGENTS.md / playbook, add a script or metri
making-contentContent production in three modes: rewrite, Xiaohongshu (小红书) image post, short video. Rewrite (default): turns an AI-sounding Chinese or mixed Chinese-English draft (post, newsletter, engineering blog, commentary) into the author's restrained style: few emoji, short paragraphs, hedged claims, neutr
pr-descriptionDraft or check a pull request description in a fixed format (background, changes, behavior changes, out of scope, verification, rollback, not done, related) for GitHub or GitLab. Use when opening a PR, when the MCode Review summary reports missing description sections, or when the user asks for a PR
pr-quizWrite multiple-choice questions that check whether a PR's author understands their change. Use only when the MCode Review pipeline asks for an author quiz.
pr-review-ciConnects a GitHub or GitLab repository to the MCode Review CI and keeps the setup current. Use when someone adds MCode Review to a repository on GitHub Actions or GitLab CI, upgrades or rolls back the pinned plugin commit, changes the repository's rule pack, language, models, shadow or enforce phase
pr-review-tuningThe weekly self-tuning loop for the MCode Review bot on GitHub or GitLab. Measures the bot on a repository's recent PRs (threads per PR, which kinds people answer or dismiss, what was unanswered at merge, cost per round, time to merge, follow-up fixes), finds noise and misses, proposes at most three
pr-reviewReview a pull request or the current branch with the MCode Review rules (severity, evidence ladder, lens checklists, review principles) and the repository's own .mcode-review.json and .mcode-review.md. Works with GitHub pull requests and GitLab merge requests. Use when the MCode Review CI pipeline s
Daily workflows and self-check skills from the MiniMax Code R&D lead: independent review, subagent split checks, tool and context budget audits, long sessions, long commands, harness experiments, trajectory review, agent briefs, evidence-first review of agent output, review capacity and turning repeat corrections into checks, plus everyday engineering practice for code review, review comments, small PRs, change descriptions and emergency changes.
19 skills
Requirement management where the requester and their agent act as the requirement's TPM: intake with a measurable expected outcome, priority recommendation for the owner, design decision record, cadence tracking that flags stale items, ship readiness, and evidence-based outcome review. Body in a Feishu doc, status in Meegle.
6 skills
Turn architecture and flow diagrams into Keynote-style Magic Move slide decks: one offline HTML file where the boxes and titles two slides share morph and fly, in one of four visual styles (hand-drawn, minimal, dark neon, neo-brutalist) picked from rendered samples, with optional 4K video export.
1 skill
Matt Pocock's agent skills for real engineering (grilling, spec/ticket flows, TDD, code review, domain modelling and more).
39 skills
Core skills library for Claude Code: TDD, debugging, collaboration patterns, and proven techniques
15 skills · hooks
Persistent memory for Claude Code: the next session starts where the last one left off.
29 skills · 1 MCP server · hooks
Open-source AI job search that runs locally in your AI coding CLI: scan job portals, evaluate listings into a structured A-H report with a 1-5 score, tailor your CV, track applications
5 skills · hooks
Cross-session memory and token savings for coding agents.
6 skills · 1 agent · 1 MCP server · hooks
Up-to-date documentation lookup. Pull version-specific documentation and code examples directly from source repositories into your coding agent's context.
1 MCP server
This page updates itself from your repo. Add the badge to your README, or get it Featured to pin it above the organic results with a followed link to your site.