The library

clinvar-annotation · Annotating genomic variants with ClinVar pathogenicity and frequency data.

composition-patterns · Documenting and testing reusable component composition architectures.

get-available-resources · Discovering available cloud resources and capabilities programmatically.

computer-use-agents · Deploying AI agents to automate computer interactions and workflows.

conductor-core · Closing feedback loops across spec→resolve→orchestrate→enforce→review→ship in multi-organ systems where each phase owns a distinct gate.

conductor-orchestrator · Multi-organ builds where each task needs the right capability loadout (not generic) and visual work needs brand taste injected before code generation.

glycoengineering · Antibody Fc optimization (enhanced ADCC/CDC), therapeutic half-life engineering, or vaccine design where glycan patterns directly control immune recognition.

conducty-bootstrap · First-time Conducty users who need muscle-memory of the full cycle (Plan→Execute→Verify→Improve) before running real multi-agent work.

1481-receive-feedback_553c0e44 · Closing the learning loop in multi-agent systems where human feedback refines next-cycle decisions.

conducty-checkpoint · Enforcing independent evidence per task before multiplying work; prevents bad specs from cascading into later phases.

conducty-code-review · Pre-merge correctness gate enforcing 5-lens rigor; catches bugs, security issues, and missed simplifications before ship.

conducty-context · Bootstrapping Conducty: seeds the vault with project knowledge so next /plan reads architecture upfront.

conducty-debug · Efficiently diagnosing where a prompt failed (plan/prompt/code level) rather than blindly retrying

skills-and-code-style-contribution · Formalizing code style conventions in a team repository through structured proposal workflows

conducty-execute · Orchestrating agentic work with tracer-first risk detection and calibrated review rigor matching task complexity

conducty-obsidian · Centralizing Conducty plan state, lessons, and design decisions where they persist across sessions

conducty-plan · Translating shaped work into a time-budgeted, risk-aware execution plan with clear milestones

latchbio-integration · Running large-scale bioinformatics pipelines on managed cloud infrastructure without managing clusters

2224-editor-optimization_5342a688 · Teams debugging slow editor performance on weak hardware or large codebases.

random-number · Quick random sampling in simple workflows when no statistical properties or reproducibility are needed.

conducty-ship · Pre-merge gates that must mechanically verify lint, tests, and secrets before human approval.

05-ai-observability-and-reversibility · Pre-deployment review of AI-assisted features when customer trust and reversibility are non-negotiable.

conducty-system · Multi-plan projects where system-level learning (what worked, what failed, what changes) is valued over ad-hoc execution.

conducty-tdd · Feature development where verification is continuous and acceptance criteria are unambiguous before coding starts.

conducty-verify · Marking work complete only after running verification commands and reading output.

conducty-worktrees · Parallel prompt execution targeting the same repo without merge conflicts.

matlab · Matrix operations and scientific computing with full visualization control.

configuring-tauri-apps · Fine-tuning Tauri desktop app security, permissions, and platform behavior.

matplotlib · Creating publication-quality scientific plots with full customization control.

configuring-tauri-capabilities · Fine-tuning Tauri desktop app security, permissions, and platform behavior.

eve-lab-topology-validation · Validating enzymatic reaction networks for synthetic biology feasibility.

configuring-tauri-csp · Fine-tuning Tauri desktop app security, permissions, and platform behavior.

modal · Running Python functions serverless with GPU/TPU for batch compute.

pipeline-guide · Selecting and executing appropriate pipeline for your genomics workflow.

configuring-tauri-http-headers · Fine-tuning Tauri desktop app security, permissions, and platform behavior.

molecular-dynamics · Running classical MD simulations with analysis pipelines and GPU acceleration.

nx-plugins · Extending NestJS monorepo with custom plugins and integrations.

configuring-tauri-permissions · Fine-tuning Tauri desktop app security, permissions, and platform behavior.

molfeat · Quickly featurizing chemical structures for QSAR, virtual screening, or deep learning without manual descriptor engineering.

flags · Quickly debugging why a feature behaves differently across canary/next/experimental channels.

configuring-tauri-scopes · Restricting desktop app file access to safe directories without implementing custom auth per command.

networkx · Analyzing organizational hierarchies, social networks, or biological interaction networks without custom graph code.

spk-admin-dashboard · Quickly finding the dashboard URL without manually hunting for localhost ports or PIDs.

stage · Bundling code changes without manually juggling staging, commits, and conflict resolution.

opentrons-integration · Production liquid-handling workflows requiring full Protocol API v2 access and hardware-specific module control.

refactor · Large refactoring efforts where test coverage provides a safety net to avoid breaking changes.

context-window-management · Multi-turn conversations where context is overflowing, improving model behavior when fed too much historical data.

commit · Automated commit creation when changes are ready and only a summary message is needed.

continuous-agent-loop · Autonomous agent systems that need reliable iteration with quality controls and safe recovery from failures.

continuous-learning-v2 · Long-running development projects where patterns repeat across sessions and can be learned and reused.