The library

ck · Maintaining project briefing without manual recap on every session resume.

dhdna-profiler · Fast DNA feature extraction for ML model input (classification, regression).

docs · Automating complex post-production workflows (color, editing, effects) when manual Resolve UI interaction is too slow or repetitive.

docx · Programmatically generating professional Word documents with complex formatting (TOC, headings, styled lists, page breaks) when manual editing is infeasible.

excalidraw-diagram-design · Creating hand-drawn style system diagrams when you want visual clarity without the stiffness of Visio or PlantUML.

code-tour · Onboarding developers or documenting complex code patterns when linear documentation is insufficient.

2293-commands_b3537439 · Legacy command execution when no more specific skill is available.

flowio · Flow cytometry experiments requiring FCS file parsing and event data extraction.

competitor-teardown · Structured competitive analysis comparing positioning, messaging, and channel behavior.

cite-encode · Formatting citations for ENCODE datasets and publications consistently.

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

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

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

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

hugging-science · Rapid iteration on NLP/CV scientific tasks where pre-trained backbone beats training from scratch; HF Hub democratizes state-of-art.

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

conducty-dialectic · Unraveling complex architectural decisions by having six archetypal voices debate from different angles

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

conducty-improve · Closing the feedback loop so each plan produces measurable improvements to the next plan

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

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

conducty-shape · Medium/high-complexity goals where requirements are unclear and scope needs bounding before implementation.

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

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.

markdown-mermaid-writing · Technical narratives where inline diagrams clarify concepts without external tool switching.

conducty-terse · Prompt engineering where every token spent must directly advance the acceptance criteria.

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

medchem · Designing drug molecules with integrated ADME and toxicity assessment.

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

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

publication-trust · Deciding whether to build downstream analysis on a paper's methods before wasting resources on unreliable findings.

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

twmd · Previewing tweet formatting before posting without trial-and-error on the platform.

speckit-tasks · Spec Kit workflow Phase 4 (tasks generation) when translating designs into implementation dependencies.

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

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

track-experiments · Research projects with many runs where reproducibility and parameter comparison are critical.

log-session · Reproducible research when you need to replay or audit what happened in a specific session.

copywriting · Homepage, landing page, or pricing-page rewrites with conversion metrics to track

pdf · Document processing pipelines needing text extraction or PDF combination

cpp-coding-standards · New C++ projects or large refactors targeting code safety and maintainability

book.gather_info · Building reading lists or library metadata with standardized scoring across technical/practical/clarity dimensions

creative-frontend-core · Teams building scalable multi-product UI systems

creative-frontend-orchestrator · Large frontend projects with parallel design and engineering teams

pptx-posters · Rapid poster generation for conferences when design-first tools unavailable

pptx · Programmatically designing presentations with design system compliance

ticket-body · Orchestrating ticket updates with approval workflows

language-tutor · Delivering adaptive language learning with feedback