Productivity AI Skills

按当前适用的医学研究报告规范逐条核对稿件，标记 COVERED、PARTIAL、MISSING、NOT_APPLICABLE，并给出 可定位的修改建议。当用户明确要检查 CONSORT、STROBE、PRISMA、STARD、CARE、TRIPOD、ARRIVE、SPIRIT 等规范符合性时使用；笼统稿件诊断、论断证据核查和模拟审稿分别交给相应技能，本技能不出具合规认证。 Use to check…

Refines an architecture document against generated skills and a Verify Stack report. Use when the user requests to "refine the architecture against generated skills" or "refine an architecture doc…

Analyzes PHP codebase for SOLID principle violations. Detects God classes (SRP), type switches (OCP), broken contracts (LSP), fat interfaces (ISP), and concrete dependencies (DIP). Generates…

Autonomous multi-agent coding with git worktree isolation, QA validation, and memory. Use for complex features requiring autonomous implementation.

Discover, evaluate, install, and wrap external agent skills from ClawHub registry, skillflag-compliant CLI tools, and GitHub repos. Use when asked to find new capabilities, install a skill, browse…

Analyze WeChat Mini Program platform constraints and evidence layers for an idea or existing repository, including source configuration, build output, WeChat DevTools loading, device behavior,…

Create a document using the Minimal Letterhead template and its retained reference file. Use when the user selects or names Minimal Letterhead. Write professional business letters with sender,…

PM Manager /pm-status

Define, refine, and evaluate the emotional identity, feeling, atmosphere, and vibe of a game, feature, event, region, or content theme. Use when shaping a game's emotional core, building a moodboard…

Prepare the project for translation, cultural adaptation, text expansion, and voice or subtitle variability.

API contract review, 接口契约评审。Use when: PRD 完成后、HLD/LLD/实现前需要审查完整契约或既有批准范围内的契约增量，包括 OpenAPI/AsyncAPI/GraphQL/gRPC/WebSocket/SSE/Webhook/SDK/文件格式/IPC-CLI 契约。

Use when turning Brigade's native ready set, outcome rank, and ROADMAP.md into a dependency-filed plan artifact under .brigade/work/plans/ - propose GraphTrail-derived edges (blocks from def/use,…

Use when the user is designing a trial, freemium tier, or PLG conversion flow. Triggers on phrases like "trial length", "freemium", "PLG", "free tier", "what should be paid", "convert free users",…

Exchange rates / FX lookup workflow. Use for currency exchange rate questions (USD/CNY, EUR/CNY, etc.), “today/latest/real-time” rates, conversion requests, or when you need to cite FX numbers.…

Extract the conventions a repo's reviewers enforce in inline PR review comments into the project's topic docs through self-improve; re-runs resume from a checkpoint.

Analyzes Figma designs into implementation-ready visual evidence, tokens, component specifications, and interaction states for handoff to planning or development.

Restate the last message in plain human language, with no jargon.

Set up, build, debug, review, and explain bayarlah (Beez Fintech) payment integrations using official bayarlah docs, the Upay Web API, terminal activation and daily check-in, MD5 request signing with…

Detect when past decisions have gone stale because their inputs changed. Use to review a decision journal: flags choices whose assumptions the world has moved past, and forces a revisit-or-reaffirm…

Essential Zephyr RTOS kernel services. Covers thread lifecycle and priority, the logging subsystem for diagnostics, and the interactive shell for real-time hardware inspection and debugging. Trigger…

Release-readiness auditor for AI Agent Skills. Use before publishing or selling a Skill to inspect triggers, scope, permissions, external URLs, tests, package hygiene, licensing, documentation,…

Full-cycle 11-phase development workflow blueprint. Chains request classification, discovery, UX design, planning, blueprint creation, execution, testing, quality review, iterative fix loop, blueprint…

MUST use when user says 'save', 'save session', or explicitly wants to preserve session state. {USER_NAME} does NOT use slash commands; also trigger proactively when significant work has been…

Turn expert podcasts into personalized protocols with cited experiments. Load 300 episodes from terminal, run an expert-informed interview, build experiments in your Obsidian morning routine. Use when…

Generate an actionable, dependency-ordered tasks.md for the feature based on available design artifacts.

当用户处理Log编码素材（RED/ARRI/Sony RAW等）时调用。核心流程：先在Log状态下用Offset做整体调整，再用Shadow/Midtone/Highlight做影调分区，套用LUT正常化后做精细调整。Log状态适合大刀阔斧，正常化后适合精雕细琢。

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

Plan and carry repository changes through implementation, verification, and handoff. Use for project work that needs a general development workflow; select specialist guidance when it adds…

Scans the codebase to generate a comprehensive, prompt-based feature list in 'features_listed.md' for recreating the app in any language.

Ping a FastMCP demo server to check connectivity. Use when user needs to test or verify MCP server connectivity.

Audit an exact manifest-bound Lean theorem or definition against its pinned mathematical source, with fail-closed binder, carrier, definition-body, characterization, consumption, and axiom checks. Use…

Design and validate AI-driven anomaly/fraud-style detection workflows for game operations. Use when defining signal features, model scoring thresholds, investigation routing, or validating detection…

Self-referential loop until task completion with architect verification

Assess Splunk indexer-cluster membership, factor and searchability state, bucket fix-up evidence, cluster-bundle distribution, rolling-maintenance readiness, multisite behavior, and SmartStore…

Plan and execute your second and third contributions to become a regular contributor. Covers relationship building, progressive complexity escalation, and community presence. Use when your first PR…

Design, tune, validate, and test VictoriaMetrics vmanomaly configurations for known metrics or LogsQL queries. Use when choosing static alerting versus ML, selecting a vmanomaly model, configuring…

Bootstrap a new session to continue working on an existing plan. Reads plan artifacts, builds context, validates prerequisites, and prepares the agent for implementation. Use this skill at the start…

Use when David wants to mass-migrate tasks out of Todoist into brain/good-ideas.md. Filters all tasks against David's current priorities, keeps only actionable tasks, moves everything else. Triggers…

Skill phân tích và khắc phục các automation test không ổn định (flaky tests), xác định root cause và đề xuất fix.

Team structure, gearing analysis, continuity planning, and competing demand management for legal matters. Use when setting up a matter team, reviewing whether work is being done at the right grade,…

Use when you want a structured messaging and positioning workshop that captures discovery answers and builds the messaging document.

Detect content decay - old content losing rankings/traffic that needs refresh. Identifies pages published >6 months ago with declining performance. Outputs refresh priority list with specific update…

SCIP optimization with PySCIPOpt. Use when facing an optimization problem with an objective, hard constraints, soft penalties, integer decisions, routing, assignment, scheduling, allocation, packing,…

Write in plain language per the US Plain Writing Act of 2010 and the Plain Language Action Network. Use when the user wants clearer, simpler, shorter writing; wants to improve readability; writes…

Release sprint workflow: version-at-release via tooling, CHANGELOG [Unreleased] flow, release invariant checks, tags, GitHub Releases, RCs. Authoritative law: docs/orchestrator/VERSIONING.md

Deep-dive research using Codex, double-checked by a fresh verifier subagent. Use when asked "codex research", "deep dive with codex", "investigate this topic". Not for code review or plan…

Create Obsidian-compatible Mermaid diagrams. Prefer square layouts (TB + subgraph LR), avoid markdown in labels. Use when creating flowcharts, sequence diagrams, or any Mermaid diagrams in markdown…

PARKED (2026-07-17 wiring audit) — designed but never wired; nothing routes here and its companion agents/entity-extractor.md is equally unreachable. Track 47 entity signals per entity (per seo-geo).…

Use this skill when the user wants to read, create, update, or delete pipes, phases, phase fields, labels, cards, comments, or field conditions. Use the seed-pipe-across-phases workflow when…

Use when designing AI analytics, dashboards, SaaS AI metrics, NLP analytics, predictive analytics, or executive AI insight workflows. Orchestrates the former granular AI analytics skills as…

Orchestrate the a11y accessibility lifecycle: scout → plan → critique → [perspective audit] → test → critique. Dual-mode: full lifecycle automation or step-by-step dispatch. Spawns specialist agents…