Design a project-based learning brief with a driving question, milestones, and assessment criteria. Use when planning PBL units, inquiry projects, or extended investigations.
Adapt a classroom task for specific learner needs while preserving the core learning objective intact. Use when differentiating for SEND, EAL, gifted, ADHD, dyslexia, or anxiety.
Process screenshot-based UI/UX feedback to fix visual issues — use when users share screenshots of bugs
Design a scope and sequence showing vertical and horizontal curriculum coherence across a programme or year.
Redesign a learning space using biophilic design principles to improve focus, calm, and wellbeing. Use when classroom environment contributes to restlessness, poor attention, or…
Use when the task is to inspect existing Roistat saved reports through API, assemble a new report from scratch via analytics/data, fetch attribution slices, split new vs repeated…
Use when user wants to make a project's agent context compatible with both Claude Code and Codex CLI and AGENTS.md standards
Design intentional imperfection that reads as warmth — subtle asymmetry, hand-drawn elements, organic textures, intentional irregularities.
Use for VidSeeds MCP thumbnail workflows — generate, poll jobs, edit, restyle, Thumbnail Studio (trends, briefs, subjects, overlay text), apply to a project, publish to YouTube,…
Map a complex topic by placing factors on hexagonal tiles where adjacency signals a claimed relationship.
Capture a URL into a full-page screenshot, cropped UI item PNGs, and a JSON manifest. Use when the user says `separateweb capture <url>`, asks to capture a website, or wants UI…
Frappe customization-surface guidance covering Custom Field, Property Setter, Client Script, Server Script, Workspace, Web Page, Page, Print Format, Report, Dashboard, Workflow,…
Present project-design pathway options and orchestrate regenerative projects using backwards design, PBL, SEEDS, compassionate systems action, or civic/service pathways.
Design structured perspective-taking activities with anti-projection guardrails. Develops genuine understanding of complexity across history, social sciences, and literature — not…
Script a teacher think-aloud demonstrating expert reasoning processes for a specific task. Use when modelling problem-solving, writing, reading comprehension, or analytical…
Use CALL-E from Codex through the calle CLI. Use for CALL-E setup checks, authentication recovery, phone call planning, planned call execution, and call status checks.
Author learning targets for a competency across developmental bands with precise, observable progression language.
Bootstrap a brand-new dbt data product from scratch — create dbt_project.yml, the Entropy Data model layout (input_ports, staging, intermediate, output_ports/v1), README with uv…
Map a current event below the surface into patterns, structures, and mental models. Use when a class or team needs systemic understanding before action.
Given an Entropy Data data product URL or id, fetch its data contracts (output port ODCS files written next to the SQL under models/output_ports/v<N>/, input port ODCS files…
Multi-AI implementation using Codex and Gemini CLIs (Double Diamond Develop phase)
Decompose broad or vague software project requirements into focused, dependency-aware planning specs for Zagrosi Forge planning.
Apply iconic representation — using simplified visual symbols to communicate function, status, or category at a glance.
Design a moment of awe or wonder that hooks curiosity and deepens emotional engagement with content. Use when opening units, introducing surprising material, or reigniting student…
Capture confidence ratings before and after a learning attempt to identify overconfidence and underconfidence patterns.
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。
Design a service-learning project connecting genuine community need with embedded curriculum learning.
Design UI/UX systems with style guides, palettes, typography, and component specs for new interfaces
Use the OpenProject plugin MCP tools to inspect projects and manage work packages in a configured OpenProject instance.
Design a structured goal-setting protocol using SMART or implementation-intention frameworks for students.
Redesign a blocked topic sequence into an interleaved plan with mixed practice across related topics. Use when planning units, homework schedules, or revision programmes.
Use when the task is to get or use amoCRM OAuth access, inspect pipelines/statuses/fields, work with amoCRM data over API, prepare full-control private integrations, or build…
Interpret learning analytics data and translate dashboard findings into actionable teaching decisions. Use when reviewing LMS data, quiz patterns, or engagement metrics.
Use when a Codex execution should report progress, artifacts, blockers, or completion state back to OrgX during a live task.
Apply external consistency — honoring conventions from outside your product (platform conventions, category conventions, established interaction patterns) so users can transfer…
Apply behavioral mimicry — making an interface element behave like a familiar physical object so the user''s physical-world intuitions transfer to the digital interaction.
After the learner demonstrates understanding of a concept, present near-transfer and far-transfer challenges.
Apply specific visual cues to control figure-ground perception — shadow, elevation, scale, contrast, saturation, opacity, and texture.
Tags harness-decomposed curriculum items (KUDs, LTs, criteria) with a school's developmental band metadata while preserving source voice and labels.
Build a focused literature and citation briefing from PapersFlow. Use when the user wants paper search, citation verification, related-paper discovery, or citation graph…
Apply expectation priming — deliberately shaping the prior context (brand, marketing, price, social proof, recommendations) that users bring to a product before they ever touch…
List active session overrides scoped to the caller's tenant — useful for auditing dangling overrides or confirming an override is in effect before retrying
URL validation and content sanitization for untrusted sources — use when handling external input safely
Generate elaborative interrogation prompts that deepen encoding through targeted why and how questions.
Design a developmental band system mapping student growth from early childhood through upper secondary.
Audit Claude Code to Codex harness migrations, including AGENTS.md/CLAUDE.md scope, hooks, MCP config, skills, secrets, and validation notes.
Thorough research across multiple sources — use for complex topics needing broad synthesis
Manage the risks of redesigns when users have built up exposure-based preference for the existing design.
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…
Build a complete explicit instruction sequence from teacher modelling through guided practice to independent work.
Use for VidSeeds MCP analytics and research — YouTube analytics, channel intelligence, video autopsy, outliers, competitors, trending/breakout discovery, keyword research, comment…
Wrap a learning session in a plan → monitor → reflect cycle. Use at the start of any substantial study session to set goals, mid-session to check strategy, and at session end to…
Frappe-native SQL and ORM guidance for `frappe.db`, Query Builder, `tab{DocType}` tables, permission-sensitive queries, and raw SQL review.
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…
Apply surface mimicry — making an interface element look like a familiar physical object to communicate its purpose at a glance.
Apply cultural mapping — using shared conventions (icons, colors, gestures, metaphors) to convey what a control does when natural spatial mapping isn''t available.
Use before expensive VidSeeds MCP workflows — seeds, daily MCP call quotas, async jobId polling, when to call vidseeds_get_seed_balance, and avoiding retry loops on…
Use when the user wants to benchmark or compare AI agents (Claude Code, Codex, OpenCode) on a refactoring, perf, or code-change task in the current repo.
Build out the transformation layers (`staging/`, `intermediate/`) of a data product and run dbt against them, following project-wide conventions adapted from dbt's best practices…
Apply internal consistency — making your product coherent with itself across all surfaces, components, and flows.