kp-core-academic-domain

$npx mdskill add Tibsfox/gsd-skill-creator/kp-core-academic-domain

Generates Core Academic tier pack content across 15 foundational subjects.

  • Creates educational content for math, science, history, and other core subjects.
  • Depends on knowledge packs in src/knowledge/packs/*-101/ directories.
  • Activates on intents like 'core.*academic' or file changes in pack directories.
  • Returns structured pack content for agent consumption or user display.

SKILL.md

.github/skills/kp-core-academic-domainView on GitHub ↗
---
name: kp-core-academic-domain
description: "Domain knowledge for 15 core academic subjects: math, science, technology, engineering, physics, chemistry, reading, critical thinking, problem solving, communication, history, geography, materials, business, statistics. Use when generating Core Academic tier pack content."
metadata:
  extensions:
    gsd-skill-creator:
      triggers:
        intents:
          - "core.*academic"
          - "(math|science|physics|chemistry|engineering).*pack"
          - "(reading|history|geography).*pack"
          - "core.*tier"
        files:
          - "src/knowledge/packs/math-101/**"
          - "src/knowledge/packs/sci-101/**"
          - "src/knowledge/packs/tech-101/**"
          - "src/knowledge/packs/engr-101/**"
          - "src/knowledge/packs/phys-101/**"
          - "src/knowledge/packs/chem-101/**"
          - "src/knowledge/packs/read-101/**"
          - "src/knowledge/packs/crit-101/**"
          - "src/knowledge/packs/prob-101/**"
          - "src/knowledge/packs/comm-101/**"
          - "src/knowledge/packs/hist-101/**"
          - "src/knowledge/packs/geo-101/**"
          - "src/knowledge/packs/mfab-101/**"
          - "src/knowledge/packs/bus-101/**"
          - "src/knowledge/packs/stat-101/**"
        contexts:
          - "core academic content"
          - "foundational subjects"
        threshold: 0.7
      token_budget: "1.0%"
      version: 1
      enabled: true
      plan_origin: "244-chipset-agent-definitions"
      phase_origin: "244"
---

# Core Academic Domain

## Purpose

Provides domain expertise for the 15 Core Academic tier packs. Contains subject-specific knowledge for generating educationally accurate content: learning outcome frameworks, prerequisite relationships within and across subjects, grade-appropriate complexity scaling, and standards alignment references (Common Core, NCTM, NGSS where applicable).

## Capabilities

- Subject-specific learning outcome hierarchies for 15 core subjects
- Cross-subject prerequisite mapping (e.g., MATH-101 as prerequisite for PHYS-101, STAT-101)
- Grade-level complexity scaling from PreK through College+
- Standards alignment references: Common Core (math, reading), NCTM (math), NGSS (science, engineering)
- Subject-specific activity types (lab experiments for science, proof exercises for math, debates for communication)
- Assessment method selection per subject domain
- Resource curation guidance per subject (textbooks, interactive tools, online courses)

## Subject Coverage

| Subject | Pack ID | Key Domains |
|---------|---------|-------------|
| Mathematics | MATH-101 | Number sense, algebra, geometry, calculus, statistics |
| Science Method | SCI-101 | Scientific method, observation, hypothesis, experimentation |
| Technology | TECH-101 | Digital tools, computational thinking, tech literacy |
| Engineering | ENGR-101 | Design process, constraints, prototyping, testing |
| Physics | PHYS-101 | Mechanics, thermodynamics, waves, electromagnetism |
| Chemistry | CHEM-101 | Atomic structure, reactions, stoichiometry, organic |
| Reading | READ-101 | Phonics, comprehension, analysis, critical reading |
| Critical Thinking | CRIT-101 | Logic, argument analysis, bias detection, evaluation |
| Problem Solving | PROB-101 | Strategies, decomposition, pattern recognition |
| Communication | COMM-101 | Speaking, listening, persuasion, media literacy |
| History | HIST-101 | Chronology, causation, primary sources, historiography |
| Geography | GEO-101 | Physical geography, human geography, mapping, GIS |
| Materials | MFAB-101 | Material properties, manufacturing, sustainability |
| Business | BUS-101 | Entrepreneurship, management, ethics, law basics |
| Statistics | STAT-101 | Data collection, probability, inference, visualization |

## Dependencies

- kp-content-authoring skill for file structure and templates
- Pack runtime schemas for validation

## Token Budget Rationale

1.0% budget covers the domain knowledge reference for 15 subjects. The skill provides subject-specific guidance (not full content) -- the actual content is generated in context using the authoring templates.

More from Tibsfox/gsd-skill-creator

SkillDescription
3d-interaction-designDesign heuristics for three-dimensional interaction — input modalities (6DoF controllers, gaze, gesture, voice), selection and manipulation techniques (ray-cast, virtual hand, go-go, world-in-miniature), navigation (teleport, continuous, redirected walking), and feedback loops (haptic, audio, visual). Covers Fitts' law in 3D, discoverability vs affordance, safe-zone design, and comfort/simulator sickness mitigation. Use when designing VR/AR interactions, immersive walkthroughs, or any input system where the user's body is the controller.
accessibility-patternsProvides web accessibility best practices for semantic HTML, ARIA, keyboard navigation, color contrast, and screen reader patterns. Use when building UI components, reviewing accessibility, or when user mentions 'a11y', 'accessibility', 'ARIA', 'screen reader', 'keyboard navigation', 'WCAG'.
active-listeningActive listening techniques for effective communication. Covers attending behaviors, paraphrasing, reflective listening, clarifying questions, empathic response, barriers to listening, listening in conflict, and cross-cultural listening. Use when building listening skills, improving understanding in conversation, mediating disputes, or analyzing communication breakdowns.
adversarial-pr-reviewAdversarial spec-compliance PR review — cross-references diffs against approved specs, verifies runtime claims against source, detects competing PRs, audits scope/convention compliance. Use before merging.
agile-methodsAgile and Lean software development methodologies for iterative, adaptive project execution. Covers Scrum (roles, ceremonies, artifacts), Kanban (WIP limits, flow metrics), XP (TDD, pair programming, CI), SAFe overview, Lean Software Development (Poppendieck's 7 principles), user stories (INVEST criteria), estimation via story points and velocity, and the Agile Manifesto's values and principles. Includes Cynefin framework for methodology selection and GSD's relationship to Agile as a structured Lean variant.
algebraic-reasoningSymbolic manipulation, equation solving, and algebraic structures for mathematical reasoning. Covers distributive law, factoring, completing the square, linear through polynomial equation solving, systems of equations (substitution, elimination, Gaussian elimination, matrix methods), algebraic structures (groups, rings, fields), modular arithmetic, polynomial theory, and inequalities. Use when solving equations, simplifying expressions, working with algebraic structures, or performing symbolic manipulation.
algorithmic-awarenessUnderstanding how algorithmic systems shape what users see, know, and do -- from recommendation feeds to search ranking to credit scoring to hiring software. Covers the mechanics of recommendation systems, algorithmic bias and its sources, personalization's effects on information diets, opacity and accountability, AI limitations (hallucination, confident wrongness), and the human-in-the-loop question. Use when a learner needs to think critically about why particular content reached them.
algorithms-data-structuresAlgorithms and data structures from first principles through advanced analysis. Covers sorting (bubble, insertion, selection, merge, quick, heap, radix), searching (linear, binary, BFS, DFS, Dijkstra, A*), fundamental data structures (arrays, linked lists, stacks, queues, hash tables, trees, heaps, graphs, tries), complexity analysis (Big-O, Big-Omega, Big-Theta, amortized), recurrence relations, and algorithm design paradigms (divide-and-conquer, greedy, dynamic programming, backtracking). Use when analyzing, selecting, implementing, or comparing algorithms and data structures.
aminet-browserAminet search and browse: full-text search, category tree navigation, architecture filtering, package detail, and curated collections. Use when searching, browsing, or managing package collections.
aminet-emulatorFS-UAE emulator configuration and launch: hardware profiles, ROM management, WHDLoad integration, config generation, and state snapshots. Use when configuring emulation, managing ROMs, or launching Amiga software.