Workflows

Systematic hypothesis formation through inference to best explanation

Sophisticated single-agent research workflow with HyDE enhancement, topic coverage analysis, reflexion loops, and knowledge integration

AI agent-assisted development using Simple, Lovable, Complete principles with anti-slop controls

Multi-agent sprint execution using synchronized waves with RTM validation and git-tracked delivery

Iterative and incremental approach to project management

Serialized orchestration for memory maintenance during agent sleep. Runs 5 specialist workflows in dependency order: repair → hub-detection → consolidation → epistemic → status. Each phase produces cleaner data for the next — quality cascades downhill.

Framework for creating urgency and motivating immediate action

Systematic workflow for creating/updating Claude Code plugin agents using constitutional AI and prompt engineering excellence

Systematic workflow for creating/updating specialist roles using constitutional AI and prompt engineering excellence

Systematic analysis and selection of the single best solution from alternatives

Systematic evaluation, analysis, and logical assessment of information and arguments

User-centric systematic approach to data strategy and analytics

Top-down logical inference from general principles to specific conclusions

Human-centered approach to innovation and problem-solving

Systematic generation of multiple creative alternatives and novel solutions

Pulls cost data from Microsoft FinOps hubs using Kusto queries for comprehensive optimization analysis

Analyzes data from Microsoft FinOps hubs to create executive-grade insights with industry benchmarks and roadmaps

Strategic analyst orchestrating parallel agent waves to analyze games, find equilibria, and generate optimal strategies

Meta-cognitive reflection and complex reasoning about thinking processes

Graph maintenance specialist for detecting high-degree hub concepts that pollute BuildContext results. Identifies generic hubs, updates the WikiLink filter, and cleans existing files.

Bottom-up inference from specific observations to general patterns and theories

Creative problem-solving through indirect and non-linear approaches

Build-measure-learn approach to product development

Random creative prompts to break mental blocks and spark breakthrough thinking

Simultaneous exploration of multiple perspectives and approaches in parallel

George Pólya's systematic four-step approach to mathematical and general problem-solving

Systematic use of deliberate provocations to escape conventional thinking patterns

Orchestrated research institution with parallel agent waves building rich knowledge graphs through collaborative investigation

Creative problem-solving technique using 7 prompts

Structured thinking using six different perspectives

Specialist workflow for the Cognitive Sleep Cycle. Transfers high-value episodic memory (thinking sessions) into durable semantic storage (memory:// notes). Mirrors biological consolidation: hippocampal replay identifies candidates, slow-wave phase distills insights, REM phase discovers novel connections.

Epistemic hygiene during cognitive sleep. Reviews assumptions touched by recent activity, validates or invalidates based on evidence, and applies status-based decay pressure. Part of the multi-agent Cognitive Sleep Cycle.

Graph maintenance specialist for the Cognitive Sleep Cycle. Identifies concept fragmentation and repairs WikiLink inconsistencies while preserving decay integrity by using observation-only tools for replay.

Observation-only memory health report. Analyzes access patterns, calculates decay weights, and flags stale content for review. Does not modify anything — pure status snapshot. Part of the cognitive sleep cycle.

Expose broken assumptions and flawed reasoning by running a real dialogue with a skeptical partner agent

Systematic approach to software development phases

Long-term competitive positioning and systematic strategic analysis

Intelligent cognitive strategy selection and thinking architecture design

Collaborative dialogue process leveraging diverse role perspectives across conversation rounds