Finds oversized files, binary bloat, and accidental artifact commits in a repo — large files currently tracked, large blobs hiding in git history, LFS migration candidates, asset…
Aide à identifier, prioriser et planifier le remboursement de la dette technique avec des métriques de suivi.
Help users manage technical debt strategically. Use when someone is dealing with legacy code, planning refactoring work, deciding between rewrites vs.
Pre-publication manuscript audit producing a section-level refactoring report with citation hygiene and submission-readiness checks.
重构 workflow。用于模块拆分、迁移、rename、baseline+regression 验证。 触发词：refactor, 重构, 拆分, 迁移, extract, rename module, map-refactor. Requires MAP .review/ infrastructure. Merge gate enabled.
Review the changes since a fixed point (commit, branch, tag, or merge-base) along two axes — Standards (does the code follow this repo's documented coding standards?) and — from…
Code review conventions for all projects. Covers mandatory review requirements, review scope, PR sizing, reviewer and author responsibilities, and automated review integration.
UserCase lessons journal: read docs/actions/device-board/USERCASE_COMPETITION_LESSONS.md BEFORE building/forking/packing any device-board UserCase scenario; log every live-Run…
Pre-refactor context loading -- queries Pensyve memory for past decisions, failures, and patterns related to a refactoring target, then compiles a briefing.
Use when the user wants to rename, extract, split, move, or restructure code safely. Examples: "rename this function", "extract this into a module", "split this class", " — from…
Use to declare a structural intent BEFORE editing in a fleet — what symbols you'll touch and why — so other agents on your branch coordinate around you.
Generates, reviews, and fixes Mermaid-only sequence diagrams following syntax rules and best practices.
Drives deterministic code red-green-refactor. Use before writing or changing any implementation file — write a failing test first, watch it fail, write minimal code to pa — from…
Review metravel diffs for correctness, project-rule compliance, validation gaps, and residual risk. Use when Codex needs a focused reviewer pass before handoff, approval, or…
Design the small details — triggers, rules, feedback, loops and modes — that separate good products from great ones.
Create, update, refactor, explain, or review Microsoft Agent Framework solutions using shared guidance plus language-specific references for .NET and Python.
Create, update, refactor, explain, or review Microsoft Agent Framework solutions using shared guidance plus language-specific references for .NET and Python.
Evolve a live API, database schema, event, stored format, configuration format, or provider contract while old and new states must coexist.
Skill para migracoes, modernizacao de legacy e refactors estruturais. Use quando precisar fazer upgrades grandes, extracao incremental, strangler pattern, compatibilidade de…
Plan and track a complex refactoring using the Mikado Method. Trigger when the user mentions "mikado", wants to plan a refactoring or upgrade incrementally, needs to untangle…
Produce the smallest possible code change that fixes a specific, well-scoped issue (CI failure, reviewer comment, typo). Use only when the fix target is explicit.
Use when the user wants to create a visual code review on a Miro board from a pull/merge request (GitHub, GitLab, or any forge), local uncommitted changes, or a branch comparison…
Choose, review, or refactor project profiles that map mise tools to ecosystem-specific reference sets.
Use when CUDA Tile or tile-shaped GPU refactors need Mission Control planning, validation, and benchmark discipline.
Run a safe Mission Control refactor workflow. Use when the user wants non-trivial refactors that need codebase understanding, snapshots, path locks, contracts, validation…
Request a Mission Control snapshot or restore point before risky work. Use when the user wants rollback safety before refactors, broad edits, or uncertain changes, preferably…
Execute migration to Mistral AI from OpenAI, Anthropic, or other providers. Use when migrating to Mistral AI from another provider, performing major refactoring, or re-platforming…
Multi-frontier-model mob review of someone ELSE's PR — review-only, never modifies their code. 自動偵測 codex / agy，≥1 家即啟動 R1 獨立 + R2 交叉 debate + aggregate，產出彙整 review 報告 並（經確認後）貼回…
Use when asked to audit a module, check its health, or assess whether it should be refactored. Runs structural query, risk check, and test generation automatically.
Use when after rewriting or refactoring a Python module (such as calculate_feature_overlap.py
Classifies a user request into task types (feature, modification, bugfix, refactor) and extracts intent keywords. Use at the start of PM analysis.
Use Morfx when Codex needs deterministic AST-based code queries, replacements, staged edits, or recipe-driven refactors through the Morfx MCP server instead of brittle text-only…
Tech Lead and Architect. Use for architectural decisions, design guidance, task planning, code quality, and refactoring strategy.
Multi-agent consensus-driven code review. Audits changes using security, performance, and style checkers.
Run a structured pre-merge review across correctness, readability, architecture, security, and performance instead of relying on a shallow spot check.
Stage ④.h verify sub-workflow — 4-specialist Agent Team Pattern C 多维度审查 (关键发布 / 大重构 PR 升级, code-review + gstack-review + gstack-cso + gstack-qa 4 teammate 互相 SendMessage 质询, NOT…
Expert guidelines to refactor legacy PHP codebases into clean, modern, and scalable MVC-structured projects / Pedoman ahli untuk merefaktor codebase PHP lama menjadi proyek…
Reviews HealthKit code for authorization patterns, query usage, background delivery, and data type handling.
Reviews Combine framework code for memory leaks, operator misuse, and error handling. Use when reviewing code with import Combine, AnyPublisher, @Published, PassthroughSu — from…
Manufacturing-fokussierter Continuous Improvement Skill fuer fabrikIQ. Implementiert Lean Manufacturing Prinzipien (5 Whys, Ishikawa, PDCA) fuer systematische Problemloes — from…
Detect naming conventions from existing code, then audit new or all symbols for violations. Reports inconsistencies across files without enforcing a single style.
Create native modules with sequential native-bridge-builder then code-reviewer agents
Use when asked to fix, build, refactor, review, verify, or release software and the work is non-trivial — including delivering a change request (issue, ticket, or request) from…
Flashlight skill for static security review of SuiteScript 2.x code against OWASP Top 10 (2021) pitfall patterns (OSCP-001 through OSCP-048), extended with Vanguard severity…
Refactoring, migration, cleanup, extraction of responsibilities. Use when user mentions 'refactoring', 'migration', 'nettoyage résidus', 'extraction'.
Run autonomous maintenance tasks (dependency updates, dead code removal, small refactors) in an isolated branch.
Nightly direct-execution skill for reducing code complexity thresholds. Receives pre-computed threshold data, refactors violations, updates thresholds, commits, and creat — from…
Refactor code so invariants are enforced by the type system instead of repeated runtime checks. Parse and validate at trust boundaries, then make invalid internal states…
Capture and compare per-op activations between two TorchTitan runs to spot numerics divergence (eager vs aot_fx_trace, FSDP vs no-FSDP, before vs after a refactor).
Enhanced Mikado Method for complex architectural refactoring - systematic dependency discovery, tree-based planning, and bottom-up execution
Review Odoo addon code for correctness, security, performance, migrations, tests, and official Odoo coding guidelines.
Reconstruct an undocumented web application's code structure, dependency maps, control flow, and boundaries from evidence.
Run on an existing project to decide KEEP / MERGE / ARCHIVE — never limbo. Forces a call on tools that already exist and may have stopped earning their keep.
Behavior-preserving refactoring specialist - plans and executes safe incremental restructuring with code smell / SATD / hotspot targeting, characterization-test safety nets,…
[omh] Hermes AI slop cleaner workflow: delete AI-generated slop, dead code, and duplication while observable behavior stays identical.
[omh] Hermes Code Review workflow: bug-first review with evidence. Use when the user says: code-review, review, audit, find bugs, release gate, claim audit, evidence audit, README…
Delegate a coding task to Oh My Pi (`omp`) as a background implementer, then review its diff and land it yourself.
Run an AI-assisted PR review that validates issue linkage, local quality gates, manageable scope, and review comments.
After a code change, sync the project's ontology vault — read what's already there, identify new capabilities / elements / domains introduced by the change, and write them back…
Performs AI-powered code review on Git changes using the `ocr` CLI from alibaba/open-code-review. Use when the user asks to review code, review a pull request, review…