The library

entrepreneurship-and-innovation · Identifying which new ventures exploit genuine disruption vs incremental improvement.

operations-and-lean · Manufacturing and service operations optimizing throughput and quality.

organizational-strategy · Scaling organizations beyond founder-led teams to knowledge-worker structures.

markdown-html-orchestrator · Sharing long-form documents (specs, RFCs, reports) with non-technical stakeholders via email.

md-slides · Markdown-authored slide decks with presenter notes and live keyboard navigation.

cloud-identity-and-auth · Building cloud platforms with federated identity, zero over-privilege, and auditability.

feishu-bridge · Tunneling agentic system messages to Feishu IM without polling when team uses Feishu-native workflows.

network-fundamentals-cloud · Building reliable cloud network topologies resistant to partitions and outages.

reliability-engineering-cloud · Building infrastructure that humans can reliably operate and improve with data.

agents-to-im · Broadcasting agent results to multiple IM channels when your team is cross-platform.

active-listening · Improving understanding in any conversation where communication failures are costly (mediation, therapy, leadership, conflict)

conflict-resolution · Resolving workplace, team, or interpersonal conflict when you need the relationship to survive

interpersonal-communication · Improving one-on-one relationships through deeper listening and strategic sharing

cognitive-biases · Making better decisions in uncertain conditions by accounting for how brains systematically misthink

decision-making · Making high-stakes decisions with clear reasoning that can be audited or revisited

scan-skills · When this is the appropriate approach for the task.

data-privacy · Helping learners make informed decisions about what personal data to share and with whom.

digital-citizenship · Teaching learners to participate responsibly by understanding digital footprint persistence and community power dynamics.

gui-agent · Automating repetitive GUI workflows and desktop testing when no API is available

engineering-ethics · Supporting engineers in dissenting against unsafe designs when management disagrees

powerskills · Navigating professional conflicts where explicit hierarchy or dependency exists

systems-engineering · Managing aerospace/automotive/infrastructure projects with hundreds of interdependent requirements

environmental-justice · Supporting frontline communities in demanding equitable pollution control and remediation

human-impact-assessment · Forecasting extinction risk or habitat loss from proposed development when receptor sensitivity is quantifiable.

sustainability-design · Evaluating trade-offs between energy source, land use, and social outcomes when strong sustainability constraints (climate, pollinators) are binding.

cartography-gis · Creating area-accurate or direction-accurate maps when projection distortion directly affects decision (navigation vs. density comparison).

checkpoint-resume-long-job · Batch data processing, model training, or simulation when full re-run cost exceeds checkpoint overhead.

decision-framework-invoker · Forcing explicit trade-off when intuitive preference conflicts with measurable outcomes (e.g., safety vs. cost vs. timeline).

gsd-migrate · Upgrading framework (Next.js 13→14) or swapping persistence (SQL→NoSQL) when breaking changes are unavoidable.

gsd-preflight · Preventing mergeable but broken code from reaching CI/production.

gsd-trace · Recovering decision history and requirement evolution when project docs are scattered.

gsd-workflow · Disambiguating natural-language project requests and routing to the right GSD command.

johnny-decimal-source-evolution · Interrogating a document's authorship, purpose, and reliability before deploying it as evidence.

BLL.skill · Automating or structuring a commonly needed workflow.

time-and-motion-in-the-home · Automating or structuring a commonly needed workflow.

iron-and-steel-processes · When understanding production routes, cost drivers, and carbon control in ferrous metallurgy.

audio-engineering · Streaming platform compliance (Spotify -14 LUFS, Apple -16 LUFS)

av-studio · YouTube / podcast production pipeline with color grading + loudness norm

ffmpeg-media · Batch video encoding, filter composition, and HLS/DASH streaming setup

latex-authoring · Academic publishing with accessibility + semantic markup compliance

publish-pipeline · Branded document pipeline with remote sync (newsletter, reports)

notebooklm · Automatically generating study guides, podcasts, or summaries from source documents.

pandic-office · When you have Markdown content and need professional PDF or Word output documents.

atlassian-mcp · When you need programmatic access to Jira and Confluence beyond manual UI interaction.

incident-response · Coordinating response to SEV1/SEV2 incidents when multiple teams need synchronized action.

monitoring-observability · Gaining the three pillars (logs/metrics/traces) when a single monitoring signal is insufficient.

devops-engineer · Automating build-test-deploy across environments when manual deployments risk inconsistency.

release-management · Minimizing blast radius when deploying high-traffic or stateful services.

sre-patterns · When service reliability is ad-hoc and alert fatigue prevents visibility into true availability.

notion-2 · Agents needing read-modify-append workflows on Notion databases without destructive rewrites.