kp-core-academic-domain

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.

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Repository: Tibsfox/gsd-skill-creator
Last source activity: February 20, 2026 at 02:06
Detected SKILL.md language: English
Stars: 69
Forks: 9

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SKILL.md

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goal-ambiguity-gate

Use the moment a request is underspecified and you are about to act on an ASSUMED goal. Enumerate the candidate goals the request could mean, project the action or artifact each one implies, and check whether they diverge: if two or more plausible goals lead to materially different actions or artifacts, ask exactly ONE targeted clarifying question; otherwise proceed on the most-likely goal and state the assumption in one line. Clarification is an evidence-producing action, not a delay — but one question, never an interrogation. Distinct from gsd-spec-phase (GSD-phase-bound, emits a heavy SPEC.md) and intent-router (fetch strategy, not goal disambiguation). Backed by agent goal-state inference (arxiv 2606.16813v1). Triggers on acting under an assumed goal when the request admits more than one materially different reading.

2026-07-19

memory-hubness-gate

Use at write time to vector/embedding memory — Grove content-addressed insertion, chroma/pgvector upserts, memory-consolidation promoting session traces to MEMORY.md, or embedding externally-ingested content. Scores each candidate record against a fixed panel of sentinel queries and quarantines any record that would become the nearest neighbor of too many unrelated queries — a hub — whether from adversarial poisoning or accidental over-generality. This is the memory-record-side sibling of skill-injection-guardian (file-side) and the write-side complement of memory-use-warrant (read-side). Quarantine, never silently drop; a human reviews. Backed by the admission-time hubness gate (arxiv 2606.19692v1). Triggers on inserting into vector memory, consolidating memory, and embedding stranger content.

2026-07-19

memory-use-warrant

Run this appropriateness check the moment you are about to integrate a retrieved long-term memory — a Grove content-addressed hit, a chroma/pgvector neighbour, a memory-consolidation digest, or a MEMORY.md line — into a response, especially anything touching private origins, Fox Companies IP, credentials, or Center Camp / consent-governed content. It answers a question intent-router never asks: not WHAT to fetch or HOW, but WHETHER a correctly-retrieved item should reach output. Relevance is not appropriateness — a perfect similarity match can still be a boundary violation. Default is FAIL-CLOSED: if in-context authorization is uncertain, the memory may inform behaviour but must not be surfaced. Backed by RBI-Eval (arxiv 2606.06055v1). Triggers on surfacing recalled sensitive memory into a response.

2026-07-19

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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.

kp-core-academic-domain

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More from this repository

More from this repository

Core Academic Domain

Purpose

Capabilities

Subject Coverage

Dependencies

Token Budget Rationale

Core Academic Domain

Purpose

Capabilities

Subject Coverage

Dependencies

Token Budget Rationale