Use for formulating, solving, debugging, and validating mixed-integer linear optimization models with open-source solvers, including variable indexing, sparse constraints, linearized costs, solver limits, MIP gaps, incumbent extraction, numerical tolerances, and deterministic output reporting.
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benchflow-ai/skillsbench☆ 18702026年10月24日 更新
Use this skill when working with symbolic mathematics in Python. This skill should be used for symbolic computation tasks including solving equations algebraically, performing calculus operations (derivatives, integrals, limits), manipulating algebraic expressions, working with matrices symbolically, physics calculations, number theory problems, geometry computations, and generating executable code from mathematical expressions. Apply this skill when the user needs exact symbolic results rather than numerical approximations, or when working with mathematical formulas that contain variables and parameters.
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benchflow-ai/skillsbench☆ 18702026年10月24日 更新
Permutation and sequencing integer-programming formulations with ordered local-window variables, prefix/suffix continuity, and overlap penalties. Use when assigning exams, jobs, tasks, visits, blocks, or resources to ordered positions and costs depend on adjacent pairs, sliding triples, n-grams, short-horizon pressure, or overlapping local patterns.
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benchflow-ai/skillsbench☆ 18702026年10月24日 更新
Manage Gmail - send, read, search emails, manage labels and drafts. Use when user wants to interact with their Gmail account for email operations.
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benchflow-ai/skillsbench☆ 18702026年10月24日 更新
Parse scheduling constraints from a email text.
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benchflow-ai/skillsbench☆ 18702026年10月24日 更新
Cheminformatics toolkit for fine-grained molecular control. SMILES/SDF parsing, descriptors (MW, LogP, TPSA), fingerprints, substructure search, 2D/3D generation, similarity, reactions. For standard workflows with simpler interface, use datamol (wrapper around RDKit). Use rdkit for advanced control, custom sanitization, specialized algorithms.
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benchflow-ai/skillsbench☆ 18702026年10月24日 更新
Set up goreleaser for Go release automation with cross-compilation and publishing.
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a5c-ai/babysitter☆ 18682026年9月17日 更新
Implement email and push notification delivery systems — transactional email, notification templates, delivery tracking, and bounce handling.
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a5c-ai/babysitter☆ 18682026年9月17日 更新
Build medical AI agents for clinical decision support, medical record summarization, diagnostic assistance, and healthcare workflow automation.
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a5c-ai/babysitter☆ 18682026年9月17日 更新
Conditional edge routing and state-based transitions for LangGraph workflows
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a5c-ai/babysitter☆ 18682026年9月17日 更新
Perform cross-artifact consistency and coverage analysis across constitution, specification, plan, and task artifacts to detect gaps, conflicts, and misalignments before implementation.
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a5c-ai/babysitter☆ 18682026年9月17日 更新
Convert technical plans into actionable development tasks with dependency graphs, effort estimates, and parallelization opportunities.
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a5c-ai/babysitter☆ 18682026年9月17日 更新
Human-in-the-loop integration for LangGraph workflows with approval and intervention points
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a5c-ai/babysitter☆ 18682026年9月17日 更新
Use when executing implementation plans with independent tasks in the current session. Dispatches fresh subagent per task.
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a5c-ai/babysitter☆ 18682026年9月17日 更新
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies.
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a5c-ai/babysitter☆ 18682026年9月17日 更新
Use when you have a spec or requirements for a multi-step task, before touching code. Creates bite-sized TDD implementation plans with dependency tracking.
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a5c-ai/babysitter☆ 18682026年9月17日 更新
LangGraph checkpoint and persistence configuration for stateful workflow management
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a5c-ai/babysitter☆ 18682026年9月17日 更新
Hierarchical coordination and drift detection with frequent checkpoints, shared memory coherence validation, role specialization enforcement, and short task cycles.
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a5c-ai/babysitter☆ 18682026年9月17日 更新
STATE.md reading, writing, and field-level updates. Provides cross-session state persistence via .planning/STATE.md with structured fields for current task, completed phases, blockers, decisions, and quick tasks.
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a5c-ai/babysitter☆ 18682026年9月17日 更新
State capture and restore across context window compactions. Monitors usage thresholds and serializes quality, task, and spec state for seamless continuation.
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a5c-ai/babysitter☆ 18682026年9月17日 更新
Author TOML-based Formula workflow templates that become Protomolecules and active Molecules in Gas Town's durable workflow system.
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a5c-ai/babysitter☆ 18682026年9月17日 更新
Process meeting recordings and transcripts into decisions, action items, and team dynamics
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a5c-ai/babysitter☆ 18682026年9月17日 更新
Mandatory memory persistence system across session resets using three markdown surfaces in .claude/cc10x/. Iron law - every workflow must load at start and update at end.
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a5c-ai/babysitter☆ 18682026年9月17日 更新
Personalize COG Second Brain workflow through role pack selection and vault initialization
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a5c-ai/babysitter☆ 18682026年9月17日 更新