Gsd-skill-creator kp-pipeline-orchestration

Orchestrates knowledge pack content generation pipeline: batch scheduling, completion tracking, cross-pack dependency ordering, and validation triggering. Use when coordinating pack generation across phases 245-251.

install

source · Clone the upstream repo

git clone https://github.com/Tibsfox/gsd-skill-creator

Claude Code · Install into ~/.claude/skills/

T=$(mktemp -d) && git clone --depth=1 https://github.com/Tibsfox/gsd-skill-creator "$T" && mkdir -p ~/.claude/skills && cp -r "$T/infra/packs/knowledge/skills/kp-pipeline-orchestration" ~/.claude/skills/tibsfox-gsd-skill-creator-kp-pipeline-orchestration && rm -rf "$T"

manifest: infra/packs/knowledge/skills/kp-pipeline-orchestration/SKILL.md

source content

Pipeline Orchestration

Purpose

Coordinates the 35-pack content generation pipeline using a map-reduce pattern. Manages batch scheduling (7 phases x 5 packs), tracks completion state across phases, resolves cross-pack dependency ordering to prevent forward references, and triggers validation/review after each batch completes.

Capabilities

7-phase batch scheduling: phases 245-251 with 5 packs per batch
Cross-pack dependency ordering within batches (e.g., MATH-101 before PHYS-101)
Completion state tracking per pack per phase
Validation gate triggering after batch generation
Review assignment after validation passes
Progress reporting across all 35 packs
Retry coordination for packs that fail validation

Key Modules

Module	Purpose
`infra/packs/knowledge/chipset.yaml`	Master agent/skill/team/pack definitions
`infra/packs/knowledge/teams/kp-content-pipeline.yaml`	Pipeline team topology and stages
`src/knowledge/registry.ts`	Pack registry for completion verification
`src/knowledge/content-validator.ts`	Content validator for batch validation gates

Usage Examples

Batch scheduling:

Phase 245: MATH-101, SCI-101, TECH-101, ENGR-101, PHYS-101 (Core Academic batch 1)
Phase 246: CHEM-101, READ-101, CRIT-101, PROB-101, COMM-101 (Core Academic batch 2)
Phase 247: HIST-101, GEO-101, MFAB-101, BUS-101, STAT-101 (Core Academic batch 3)
Phase 248: CODE-101, DATA-101, LANG-101, PSYCH-101, ENVR-101 (Applied batch 1)
Phase 249: NUTR-101, ECON-101, WRIT-101, LOG-101, DIGLIT-101 (Applied batch 2)
Phase 250: PHILO-101, THEO-101, PE-101, NATURE-101, DOMESTIC-101 (Specialized batch 1)
Phase 251: ART-101, MUSIC-101, TRADE-101, ASTRO-101, LEARN-101 (Specialized batch 2)

After each batch: kp-validator runs schema checks, kp-reviewer runs quality review.

Dependencies

Pack runtime API (src/knowledge/) for registry and validation
Chipset YAML for pack-to-agent and pack-to-phase mapping
Pipeline team YAML for coordination topology

Token Budget Rationale

1.0% budget reflects the orchestration metadata (chipset, pipeline team, batch schedule). The coordinator reads definitions but does not hold pack content in context.