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.

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Repository: Tibsfox/gsd-skill-creator
Last source activity: February 20, 2026 at 02:05
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-pipeline-orchestration
description	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.
metadata	{"extensions":{"gsd-skill-creator":{"triggers":{"intents":["knowledge.pipeline","pack.batch","pack.schedule","pack.orchestrat"],"files":["infra/packs/knowledge/chipset.yaml","infra/packs/knowledge/teams/kp-content-pipeline.yaml"],"contexts":["knowledge pack pipeline","pack batch scheduling"],"threshold":0.7},"token_budget":"1.0%","version":1,"enabled":true,"plan_origin":"244-chipset-agent-definitions","phase_origin":"244"}}}

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

name	kp-pipeline-orchestration
description	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.
metadata	{"extensions":{"gsd-skill-creator":{"triggers":{"intents":["knowledge.pipeline","pack.batch","pack.schedule","pack.orchestrat"],"files":["infra/packs/knowledge/chipset.yaml","infra/packs/knowledge/teams/kp-content-pipeline.yaml"],"contexts":["knowledge pack pipeline","pack batch scheduling"],"threshold":0.7},"token_budget":"1.0%","version":1,"enabled":true,"plan_origin":"244-chipset-agent-definitions","phase_origin":"244"}}}

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

kp-pipeline-orchestration

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Pipeline Orchestration

Purpose

Capabilities

Key Modules

Usage Examples

Dependencies

Token Budget Rationale

Pipeline Orchestration

Purpose

Capabilities

Key Modules

Usage Examples

Dependencies

Token Budget Rationale

kp-pipeline-orchestration

Source facts

Install options

Review the source files

More from this repository

More from this repository

Pipeline Orchestration

Purpose

Capabilities

Key Modules

Usage Examples

Dependencies

Token Budget Rationale

Pipeline Orchestration

Purpose

Capabilities

Key Modules

Usage Examples

Dependencies

Token Budget Rationale