The library

intent-router · Handling user ambiguity by routing to highest-confidence skill + showing alternatives

skill-router-skills · Picking the right skill variant when multiple exist and runtime dictates feasibility

compose-skills-with-run-skill · Building multi-step workflows (skill1 → skill2 → skill3) with automatic plumbing

od-plugin-authoring · Extending Open Design with domain-specific editor features without forking core

security-hygiene · Continuous security scanning without slowing deployment (automated pre-merge gate)

ux-feedback · Converting raw feedback into actionable design priorities with confidence

gmail · Automate email workflows when you need full Gmail API access without OAuth popups.

session-observatory-live · Capture real data about friction, wins, decisions, and progress instead of relying on fallible memory at session close.

skill-counterfactual-audit · Detect when a skill changes behavior below pass-rate threshold—surface anchoring, template copy, excess planning, off-task drift.

deck-simple · Quick pitch, overview, or study decks that need clean swipe navigation without magazine layout.

skill-integration · Ensure learned knowledge persists across sessions and subagent contexts without token bloat or unsafe refinements.

sling-dispatch · Dispatch beads to polecats with idempotent, crash-recoverable execution and batch convoy support.

spectral-topology-preflight · Predict team robustness, consensus speed, and drift risk pre-execution using spectral analysis—catches coordination defects before agents run.

team-control · Run multi-agent dev teams (plan/execute/verify/complete) with auto-approval gates, stuck-state prevention, and context handoff.

krillinai-cli · Automate video processing (subtitles, dubbing, landscape/portrait renders) via CLI without manual stage selection.

token-budget · Stop API calls BEFORE they happen when budget is exceeded, with structured stop reasons and per-agent tracking.

tui-tester · Verify behavioral changes and visual rendering across terminal sizes without manual testing.

careful · Prevent accidental data loss in prod, shared environments, or when debugging live systems.

vision-to-mission · Convert strategic intent into concrete phases, tasks, and success criteria that a team can execute.

docs-page · Quick documentation authoring with consistent structure and frontmatter schema.

bootstrap-guide · Onboard new contributors or reproduce setup across machines with automated checks.

email-marketing · Automate email sequences with segmentation, A/B testing, and analytics.

dacp-assembler · Bundle multiple artifacts (code, docs, configs) into a single deliverable package.

dacp-interpreter · Run compiled artifacts safely with input validation, resource limits, and execution tracing.

git-workflow · Maintain code quality gates and team coordination via automated checks and protected branches.

gource-visualizer · Present project evolution and contribution patterns to stakeholders or for documentation.

finance-report · Creating concise quarterly financial reports with KPI masthead, revenue/burn charts, and P&L summary on one page.

doc-verifier · Detecting configuration, endpoint, procedure, and version drift in operations documentation against live systems.

nasa-se-methodology · Structuring cloud infrastructure projects with phase gates and verification methods aligned to NASA systems engineering discipline.

ops-manual-writer · Writing operations manual procedures that are verifiable, unambiguous, and recoverable by skilled operators.

firefox-desktop-frontend · Building Firefox desktop UI that reuses design system tokens, semantic HTML, and Fluent localization across platforms.

runbook-generator · Creating incident response runbooks discoverable by both what-you-want-to-do and what-went-wrong symptoms.

frame-glitch-title · Creating cyberpunk data-corruption title frames with RGB chromatic aberration and scanline noise for video transitions.

mfe-change · Computing instantaneous rates of change, accumulated quantities, and solutions to differential equations in continuous systems.

mfe-emergence · Analyzing chaos, bifurcations, fractals, and emergent behavior in nonlinear dynamical systems with quantified complexity metrics.

mfe-foundations · Defining pure mathematical structures (sets, groups, rings, fields, topologies) that underpin all higher mathematics.

frame-logo-outro · Ending videos with animated logo assembly, glow bloom, and brand reveal that combines multiple geometric blocks.

architect-calculator · Formalizing mathematical structures through systematically defined axioms and composition patterns.

devtools-imports · Teaching discrete mathematics concepts with worked examples and structured proof techniques.

mfe-perception · Introducing topology and abstract algebra through structured examples and rigorous mathematical foundations.

recall-before-claim · Solving discrete probability and statistics problems with clear outcome spaces and rigorous probability rules.

sync-production · Solving linear algebra problems involving matrices, eigenvalues, decompositions, and linear transformations.

mfe-synthesis · Solving number theory problems using modular arithmetic, prime factorization, and rigorous mathematical proofs.

mfe-unification · Analyzing graphs with algorithms for shortest paths, minimum spanning trees, connectivity, and graph coloring.

frb-debugging · Using Monte Carlo simulation and probability theory to estimate expectations and analyze stochastic systems.

mfe-waves · Analyzing complex functions and signals using Fourier theory, residue calculus, and analytic continuation.

magazine-poster · Creating branded editorial campaigns and manifesto-style posters that evoke newsprint authority

copilot-skill · Teams needing rapid CLI command scaffolding without leaving the editor or custom boilerplate

openstack-backup · OpenStack operators designing backup topology with tunable recovery windows and multi-tier storage

economy · Gaming communities and bots implementing lightweight reward systems without custom backend