Quick execution for ad-hoc tasks without full workflow overhead — use for small, self-contained requests
Design a learning sequence teaching prompt quality — comparing vague vs. refined prompts to show why specificity and context transform AI output.
Use for VidSeeds MCP project workflows — create a project from YouTube, list/get/snapshot, regenerate metadata (sync or async), translate metadata, apply thumbnails, and update…
Build a library of metacognitive prompts targeting planning, monitoring, or evaluation for a specific task.
Combined codebase health dashboard that scores a project across all four quality dimensions — PR quality, architecture, tech debt, and test quality — in a single pass, drawing on…
Identify when two design options are functionally equivalent so the razor can be applied. Use when comparing design alternatives, evaluating whether two implementations of a…
Capture confidence ratings before and after a learning attempt to identify overconfidence and underconfidence patterns.
Codex-native Amazon PPC setup workflow using Kunze's broader ecosystem-driven strategy. Use when the user wants LaunchFast-driven bulk-sheet generation with broad and phrase…
Generate a coaching conversation guide with questions, protocols, and follow-up actions for a teaching focus.
Browser automation CLI for AI agents. Use when the user needs to interact with websites, including navigating pages, filling forms, clicking buttons, taking screenshots — from…
Craft better prompts using proven optimization techniques — use when your prompt needs refinement
Compares two or more band-tagged frameworks and produces a framework-neutral topic matrix showing coverage and gaps across all inputs, plus an optional reference-centric PLC…
Use for AI-assisted Unity work that needs live repo discovery, project-derived routing, runtime-owner proof, runtime-visible output hard stops, runtime numeric proof for repeated…
Record a skill deviation with OrgX so it feeds tomorrow's Daily Brief. Use whenever an OrgX skill fires locally on a file edit, commit, PR, chat turn, or task output.
Thorough research across multiple sources — use for complex topics needing broad synthesis
Verify, normalize, and enrich a single citation or paper identifier. Use when the user pastes a DOI, URL, arXiv ID, PubMed ID, citation string, or paper title and wants it checked.
Design the deeper patterns, structures, artefacts, and mental models needed to grow a desired event. Use when a class imagines a better future.
Plan a unit using backwards design from desired outcomes through assessment evidence to learning activities.
Design a spaced retrieval schedule for any topic list and timeline. Use when planning units, term sequences, or revision programmes.
Design a project-based learning brief with a driving question, milestones, and assessment criteria. Use when planning PBL units, inquiry projects, or extended investigations.
Design a developmental band system mapping student growth from early childhood through upper secondary.
Generate a scaffolded sequence of practice problems with graduated difficulty and strategic variability.
OWASP compliance, vulnerability scanning, and adversarial red team testing — use for security reviews
Build students' capacity to compare accounts across multiple historical sources — identifying agreements, contradictions, and gaps.
Design a teacher think-aloud that models historical thinking strategies with a specific document. Use when planning explicit strategy instruction or when students follow a…
Recognize when closure is the wrong choice — when the perceptual completion work it asks of the user is too costly, ambiguous, or risky.
Brainstorm creatively with pattern spotting and paradox hunting — use for ideation and exploration
Apply the principle of Mimicry — borrowing the form, behavior, or visual language of something familiar to make a new design recognizable.
Script a teacher think-aloud demonstrating expert reasoning processes for a specific task. Use when modelling problem-solving, writing, reading comprehension, or analytical…
Design a scope and sequence showing vertical and horizontal curriculum coherence across a programme or year.
Temporary inboxes for agent signup QA — create disposable addresses, wait for verification email, extract OTP or magic links.
Use when user wants to update .pre-commit-config.yaml hooks to their latest versions from GitHub
Design UI/UX systems with style guides, palettes, typography, and component specs for new interfaces
Use when the user invokes be-serious, $be-serious, or @be-serious; asks for serious scholarly or textbook-grade prose; or wants the current session to avoid slang, sycophancy,…
Design a complete lesson study cycle from research question through collaborative planning to research lesson.
Use Chrome DevTools MCP for frontend performance work such as slow page loads, LCP, CLS, INP, Lighthouse regressions, scripting hotspots, or layout thrash.
Codex-native Amazon PPC setup workflow using Wilco's exact-match and analytics-first strategy. Use when the user wants stricter keyword control, exact-match campaigns, and a…
基于 Git Worktree 的任务隔离工作流：每个开发任务在独立 worktree 中执行， 确保主工作区干净、并行任务互不干扰，完成后结构化决策合并/PR/保留/丢弃。 与 parallel-execution 的 worktree 基础设施互补，本 skill 聚焦任务级隔离策略。
Author learning targets for a competency across developmental bands with precise, observable progression language.
Provide graduated assistance from abstract conceptual nudge to concrete procedural step, with reflection required before each escalation.
Recognize and design against the cost of attention fragmentation — the disproportionate damage that even small interruptions do to focused work.
Script a multi-turn tutoring dialogue with branching responses for anticipated student difficulties. Use when designing AI tutors, chatbot interactions, or structured one-to-one…
Multi-AI implementation using Codex and Gemini CLIs (Double Diamond Develop phase)
Use when user wants to make a project's agent context compatible with both Claude Code and Codex CLI and AGENTS.md standards
Revoke a previously-created AxonFlow session override — emits an audit event and ensures subsequent policy evaluations no longer consult it
Write an AI-optimized PRD using multi-AI orchestration — use when scoping a new feature or product
Track performance across sessions and reduce scaffolding as competence grows. Makes fading visible — the learner knows when scaffolds are removed and why.
轻量级快速执行模式，跳过完整 /team-* 链路，适用于小型、低风险、边界清晰的任务。 融合 GSD quick-mode 理念，在保持质量底线的前提下大幅缩短交付路径。
Design an inquiry sequence anchored in a local ecosystem that embeds science or geography curriculum content.
Design a fact-checking protocol for AI-generated text, extending SIFT with AI-specific adaptations for hallucination detection.
Map curriculum connections across multiple subjects for a real-world problem or authentic context. Use when planning cross-curricular projects or connecting content to real issues.
Design a practitioner inquiry cycle from research question through data collection to evidence-informed action.
Modify a lesson plan using SIOP sheltered instruction principles to support language learners across all four skills.
Design discipline-specific critical thinking tasks grounded in knowledge-contingent reasoning rather than generic skills.
Build a five-level rubric with coherent logic for a learning target within a developmental band. Use for Manning methodology programmes where Competent = success.
Use Registry Broker to discover and summon specialist agents for focused subtasks from inside Codex.
Anchor curriculum learning in a specific local place with connections to community, culture, and identity.
ERPNext-aware reasoning for module customization, workflows, reports, dashboards, workspaces, and choosing between configuration, metadata, and code changes.
Select and sequence reading comprehension strategies matched to a specific text's challenges and demands. Use when students struggle with a text or need targeted reading support.
Classify a task or feature as quick, standard, or thorough so the rest of the pipeline (budget sizing, model routing, review depth) can right-size itself.