runbook-generator

Guidance for generating OpenStack runbooks with dual task/symptom indexing following NASA procedure standards. Use when creating incident response procedures, operational runbooks, or troubleshooting guides that must be verified against running infrastructure.

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Repositório: Tibsfox/gsd-skill-creator
Última atividade na origem: 23 de fevereiro de 2026 às 02:13
Idioma detectado do SKILL.md: inglês
Estrelas: 69
Forks: 9

Opções de instalação

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npx skills add https://github.com/Tibsfox/gsd-skill-creator --skill runbook-generator

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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	runbook-generator
description	Guidance for generating OpenStack runbooks with dual task/symptom indexing following NASA procedure standards. Use when creating incident response procedures, operational runbooks, or troubleshooting guides that must be verified against running infrastructure.
user-invocable	true
allowed-tools	Read Grep Glob
metadata	{"extensions":{"gsd-skill-creator":{"version":1,"createdAt":"2026-02-22","triggers":{"intents":["runbook","incident response","troubleshoot","on-call","symptom index","task index","generate runbook"],"contexts":["creating runbook entries","building incident response library","documenting troubleshooting procedures"]}}}}

Runbook Generator

This skill guides agents producing runbook library content for the GSD OpenStack Cloud Platform. Runbooks provide step-by-step procedures indexed by both task (what you want to do) and symptom (what went wrong), following the NASA procedure format from SP-6105 SS 5.3 (Product Verification) and the operational handoff requirements of NPR 7123.1 Process 9 (Product Transition).

Runbooks differ from operations manual procedures in scope and intent. Operations manual procedures cover planned, routine activities (health checks, upgrades, backups). Runbooks cover reactive activities (incident response, troubleshooting, failure recovery) and operational tasks that may be performed under time pressure.

Service	Range	Example
KEYSTONE	RB-KEYSTONE-001 through RB-KEYSTONE-099	RB-KEYSTONE-001
NOVA	RB-NOVA-001 through RB-NOVA-099	RB-NOVA-015
NEUTRON	RB-NEUTRON-001 through RB-NEUTRON-099	RB-NEUTRON-003
CINDER	RB-CINDER-001 through RB-CINDER-099	RB-CINDER-007
GLANCE	RB-GLANCE-001 through RB-GLANCE-099	RB-GLANCE-002
SWIFT	RB-SWIFT-001 through RB-SWIFT-099	RB-SWIFT-004
HEAT	RB-HEAT-001 through RB-HEAT-099	RB-HEAT-001
HORIZON	RB-HORIZON-001 through RB-HORIZON-099	RB-HORIZON-005
KOLLA	RB-KOLLA-001 through RB-KOLLA-099	RB-KOLLA-010
GENERAL	RB-GENERAL-001 through RB-GENERAL-099	RB-GENERAL-001

Type	Meaning	Doc-Verifier Role
Automated	Verification commands can be extracted and run by doc-verifier	doc-verifier executes verification section commands and compares output
Manual	Verification requires human judgment or physical access	doc-verifier flags as manual-only; human must confirm
Both	Some steps automated, some require human judgment	doc-verifier runs automated steps and flags manual steps for review

File	Content
`docs/runbooks/task-index.md`	Task-organized runbook index (DEPLOY, OPERATE, MONITOR)
`docs/runbooks/symptom-index.md`	Symptom-organized runbook index (failure categories)
`docs/runbooks/RB-KEYSTONE-*.md`	Keystone service runbooks
`docs/runbooks/RB-NOVA-*.md`	Nova service runbooks
`docs/runbooks/RB-NEUTRON-*.md`	Neutron service runbooks
`docs/runbooks/RB-CINDER-*.md`	Cinder service runbooks
`docs/runbooks/RB-GLANCE-*.md`	Glance service runbooks
`docs/runbooks/RB-SWIFT-*.md`	Swift service runbooks
`docs/runbooks/RB-HEAT-*.md`	Heat service runbooks
`docs/runbooks/RB-HORIZON-*.md`	Horizon service runbooks

Resource	Purpose
`skills/methodology/nasa-se/SKILL.md`	SE lifecycle phase context -- runbooks map to Phase E (Operations & Sustainment) per SP-6105 SS 5.4-5.5
`skills/methodology/ops-manual-writer/SKILL.md`	Procedure format alignment -- runbooks follow compatible format with operations manual procedures
`skills/methodology/doc-verifier/SKILL.md`	Automated verification methods for runbook accuracy against running infrastructure
`docs/filesystem-contracts.md`	Output location contracts for `docs/runbooks/` directory
NASA SP-6105 SS 5.3	Product Verification process -- runbooks as verification artifacts for operational procedures
NPR 7123.1 SS 3.2 Process 9	Product Transition -- runbooks satisfy operational handoff requirements

runbook-generator

Opções de instalação

Revise os arquivos de origem

Runbook Generator

Runbook Generator

Runbook Entry Format

Runbook ID Format

Dual Indexing System

Task Index

Symptom Index

Index Requirements

Runbook Categories by Service

Keystone (Identity)

Nova (Compute)

Neutron (Networking)

Cinder (Block Storage)

Glance (Image Service)

Swift (Object Storage)

Heat (Orchestration)

Horizon (Dashboard)

Naming Convention

ID Structure

Rules

Number Allocation Ranges

Verification Integration

Verification Classification

Verification Tracking

Output Location

Cross-References

runbook-generator

Informações da origem

Opções de instalação

Revise os arquivos de origem

Mais deste repositório

Mais deste repositório

Runbook Generator

Runbook Generator

Runbook Entry Format

Runbook ID Format

Dual Indexing System

Task Index

Symptom Index

Index Requirements

Runbook Categories by Service

Keystone (Identity)

Nova (Compute)

Neutron (Networking)

Cinder (Block Storage)

Glance (Image Service)

Swift (Object Storage)

Heat (Orchestration)

Horizon (Dashboard)

Naming Convention

ID Structure

Rules

Number Allocation Ranges

Verification Integration

Verification Classification

Verification Tracking

Output Location

Cross-References