cyberneticlibrary

The library

Everything we index — ranked by what works, never by stars.

WORKS 48
Verify ecosystem alignment and complianceskillEngineeringOpsL1
ecosystem-alignment · Agent design review when the agent lives in a multi-stakeholder ecosystem with competing interests.
WORKS 48
Secure self-modifying agent systemsskillEngineeringOpsL2
security-hygiene · Production agent deployment where adversarial input and prompt injection are realistic threats.
WORKS 48
Recover project state across sessionsskillEngineeringOpsL1
session-awareness · Resuming work after interruption when project state matters more than fresh context.
WORKS 48
Search and browse Aminet package collectionsskillEngineeringOpsL1
aminet-browser · Use when searching, browsing, or managing package collections.
WORKS 48
Configure and launch Amiga software emulationskillEngineeringOpsL2
aminet-emulator · Use when configuring emulation, managing ROMs, or launching Amiga software.
WORKS 48
Push files to Toss recipients with natural languageskillOpsProductivityL2
toss-push · Use for toss-push tasks and operations.
WORKS 48
Manage and update Aminet package databaseskillEngineeringOpsL2
aminet-index · Managing complete Aminet package database lifecycle with incremental RECENT-based updates.
WORKS 48
Transcribe audio and recognize speech in 99 languagesskillOpsProductL2
whisper · Robust multilingual ASR on noisy audio; 72.9k GitHub stars, MIT licensed, 680k training hours.
WORKS 48
Extract and install Amiga packages automaticallyskillEngineeringOpsL2
aminet-installer · Safe Amiga package installation with atomic tracking, dependency detection, and enforced scan gates.
WORKS 48
Download and verify mirrored Aminet packagesskillEngineeringOpsL2
aminet-mirror · Bulk downloading packages with fallback mirrors, atomic state persistence, and resume-from-interruption.
WORKS 48
Scan Aminet packages for viruses and threatsskillEngineeringOpsL2
aminet-scanner · Enforcing security gates on Amiga package installation via 3-layer scanning (signature + heuristic + emulated).
WORKS 48
Coordinate knowledge pack generation batchesskillOpsL3
kp-pipeline-orchestration · Managing multi-tier content workflows ensuring prerequisites before generating downstream tiers.
WORKS 48
Read and manage calendar eventsskillProductivityOpsL2
google-calendar · Query and modify Google Calendar events programmatically with automatic pagination and empty-field cleanup.
WORKS 48
Add new capabilities to systemskillEngineeringOpsL2
create-skill · Author new Hermes skills with correct metadata format and immediate ~/.hermes/ installation for auto-load.
WORKS 48
Record research decisions and experimentsskillDataOpsL2
ara-research-manager · Manage multi-version research artifact evolution with checkpoints, exploration branching, and job resumption tracking.
WORKS 48
Create new content cartridgesskillProductOpsL3
cartridge-forge · Generate executable parameter cartridges with reproducible hyperparameters and runtime-compatible loader stubs.
WORKS 48
Checkpoint long-running batch jobsskillEngineeringOpsL2
checkpoint-resume-long-job · Enable resumption of long-running jobs with periodic checkpoints rather than full restart on failure.
WORKS 48
Retire and archive completed workskillOpsL2
done-retirement · Making done irreversible via push (no local state preservation, no U-turn after Stage 3)
WORKS 48
Route to correct GSD phase commandskillOpsL2
gsd-workflow · Translating "what should I work on" into specific GSD pipeline actions without requiring slash syntax
WORKS 48
Generate intelligence briefings for planningskillOpsL3
intelligence-investigator · Surfacing actionable causal reasoning at planning meeting starts without manual synthesis
WORKS 48
Manage Feishu bots and workflowsskillOpsL2
feishu · Bridging Feishu (Chinese teams) into Claude workflows without manual copy-paste
WORKS 48
Log session friction and decisions liveskillOpsL2
session-observatory-live · Capture real data about friction, wins, decisions, and progress instead of relying on fallible memory at session close.
WORKS 48
Load relevant skills for work sessionsskillOpsL1
skill-integration · Ensure learned knowledge persists across sessions and subagent contexts without token bloat or unsafe refinements.
WORKS 48
Route work items to available agentsskillOpsL3
sling-dispatch · Dispatch beads to polecats with idempotent, crash-recoverable execution and batch convoy support.
WORKS 48
Prevent accidental destructive commandsskillOpsL1
careful · Prevent accidental data loss in prod, shared environments, or when debugging live systems.
WORKS 49
Verify documentation against live infrastructureskillOpsL3
doc-verifier · Detecting configuration, endpoint, procedure, and version drift in operations documentation against live systems.
WORKS 48
Apply NASA Systems Engineering to cloud opsskillOpsL3
nasa-se-methodology · Structuring cloud infrastructure projects with phase gates and verification methods aligned to NASA systems engineering discipline.
WORKS 48
Author OpenStack operations proceduresskillOpsL2
ops-manual-writer · Writing operations manual procedures that are verifiable, unambiguous, and recoverable by skilled operators.
WORKS 48
Generate incident response runbooksskillOpsL2
runbook-generator · Creating incident response runbooks discoverable by both what-you-want-to-do and what-went-wrong symptoms.
WORKS 48
Back up OpenStack infrastructureskillOpsL3
openstack-backup · OpenStack operators designing backup topology with tunable recovery windows and multi-tier storage
WORKS 48
Plan OpenStack capacity and scalingskillOpsL3
openstack-capacity · Cloud operators right-sizing overcommit ratios and quota policies to prevent outages
WORKS 48
Manage OpenStack block storageskillOpsL3
openstack-cinder · Operators implementing persistent storage with QoS and encryption for multi-tenant cloud
WORKS 48
Operate OpenStack image registryskillOpsL3
openstack-glance · Cloud operators managing multi-format image libraries with size caps and multi-project sharing
WORKS 48
Orchestrate OpenStack infrastructureskillOpsL3
openstack-heat · Operators automating complex multi-resource deployments with dependencies and auto-scaling policies
WORKS 48
Customize OpenStack web dashboardskillOpsL3
openstack-horizon · Cloud operators providing branded web UI with session management and multi-domain support
WORKS 48
Deploy OpenStack Keystone identity serviceskillOpsL3
openstack-keystone · Cloud operators managing multi-tenant identity with federation and fine-grained role control
WORKS 48
Manage OpenStack infrastructure lifecycleskillOpsL3
openstack-kolla-ansible-ops · Operators managing multi-node OpenStack clusters with declarative infrastructure updates
WORKS 48
Deploy containerized OpenStack clustersskillOpsL3
openstack-kolla-ansible · Teams deploying multi-node OpenStack clusters with full container orchestration and declarative config
WORKS 48
Monitor OpenStack cloud healthskillOpsL3
openstack-monitoring · Operators gaining visibility into cloud health with multi-layer alerting and historical trend analysis
WORKS 48
Debug OpenStack network flowsskillOpsL3
openstack-networking-debug · Traces virtual network packets through overlay tunnels and OVS flow tables layer-by-layer.
WORKS 48
Configure OpenStack networkingskillOpsL3
openstack-neutron · Virtualizes cloud networks with distributed L3 routing, floating IPs, and security groups via OVN/OVS.
WORKS 48
Manage OpenStack compute instancesskillOpsL3
openstack-nova · Schedules cloud instances across compute nodes with NUMA pinning and live migration support.
WORKS 48
Harden OpenStack security postureskillOpsL3
openstack-security · Enforces defense-in-depth with encrypted API channels, role-based access, and immutable audit logs.
WORKS 48
Generate construction documentationskillOpsL2
construction-docs · Packages verified designs into contractor-ready docs with BOM, sequencing, and maintenance.
WORKS 48
Summarize case statusskillOpsL1
16_case_summary_status_skill · Aggregates case metadata into executive summary format.
WORKS 48
Diagnose PM-to-leader scope gapsskillOpsL1
altitude-horizon-framework · When diagnosing organizational or leadership capability gaps with explicit frameworks.
WORKS 48
Validate agent output quality and safetyskillOpsL1
aperion-validator · When aperion validator guidance needs expert judgment beyond generic alternatives.
WORKS 48
Coach PM-to-director transition planningskillOpsL1
director-readiness-advisor · When diagnosing organizational or leadership capability gaps with explicit frameworks.
WORKS 58
Plan executive 30-60-90 day onboardingskillOpsL1
executive-onboarding-playbook · Entering a new executive product role without burning bridges by acting before understanding organizational dynamics.
WORKS 48
Analyze task complexity and risksskillProductOpsL1
new-task · Breaking down complex tasks into phased implementation plans
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