kp-specialized-domain

Domain knowledge for 10 specialized subjects: philosophy, theology, physical education, nature studies, home economics, visual arts, music, trades, astronomy, learning to learn. Use when generating Specialized & Deepening 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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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-specialized-domain
description	Domain knowledge for 10 specialized subjects: philosophy, theology, physical education, nature studies, home economics, visual arts, music, trades, astronomy, learning to learn. Use when generating Specialized & Deepening tier pack content.
metadata	{"extensions":{"gsd-skill-creator":{"triggers":{"intents":["specialized.pack","(philosophy\|theology\|art\|music).pack","specialized.tier"],"files":["src/knowledge/packs/philo-101/","src/knowledge/packs/theo-101/","src/knowledge/packs/pe-101/","src/knowledge/packs/nature-101/","src/knowledge/packs/domestic-101/","src/knowledge/packs/art-101/","src/knowledge/packs/music-101/","src/knowledge/packs/trade-101/","src/knowledge/packs/astro-101/","src/knowledge/packs/learn-101/*"],"contexts":["specialized content","deepening subjects"],"threshold":0.7},"token_budget":"1.0%","version":1,"enabled":true,"plan_origin":"244-chipset-agent-definitions","phase_origin":"244"}}}

Specialized Domain

Purpose

Provides domain expertise for the 10 Specialized & Deepening tier packs. These subjects enrich and deepen the educational experience beyond core academics and applied skills: philosophy, theology, physical education, nature studies, home economics, visual arts, music, trades, astronomy, and learning to learn. Each subject emphasizes personal growth, cultural awareness, and life skills.

Capabilities

Subject-specific learning outcome hierarchies for 10 specialized subjects
Cross-subject prerequisite mapping to core and applied tiers where applicable
Grade-level complexity scaling with emphasis on experiential learning at all levels
Specialized activity types (philosophical debates, art projects, musical performance, nature observation, hands-on trades)
Assessment methods emphasizing reflection, portfolio, and demonstration
Resource curation with emphasis on primary sources, community resources, and hands-on materials

Subject Coverage

Subject	Pack ID	Key Domains
Philosophy	PHILO-101	Ethics, metaphysics, epistemology, logic, aesthetics
Theology	THEO-101	World religions, comparative study, ethics, history
Physical Education	PE-101	Movement, fitness, sports, health, body awareness
Nature Studies	NATURE-101	Observation, identification, ecology, seasonal cycles
Home Economics	DOMESTIC-101	Cooking, budgeting, sewing, household management
Visual Arts	ART-101	Drawing, painting, sculpture, art history, design
Music	MUSIC-101	Theory, performance, composition, history, appreciation
Trades	TRADE-101	Woodworking, electronics, plumbing, mechanical skills
Astronomy	ASTRO-101	Solar system, stars, galaxies, cosmology, observation
Learning to Learn	LEARN-101	Study strategies, metacognition, time management, memory

Note: LEARN-101 is the meta-pack that cross-references study strategies applicable to all other 34 packs.

Dependencies

kp-content-authoring skill for file structure and templates
Pack runtime schemas for validation
Core academic packs as foundational prerequisites where applicable

Token Budget Rationale

1.0% budget covers the domain knowledge reference for 10 subjects. The skill provides subject-specific guidance (not full content) -- the actual content is generated in context using the authoring templates.

kp-specialized-domain

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More from this repository

Specialized Domain

Purpose

Capabilities

Subject Coverage

Dependencies

Token Budget Rationale

More from this repository

Specialized Domain

Purpose

Capabilities

Subject Coverage

Dependencies

Token Budget Rationale