Search, evaluate, and catalog prior art for an research project. Finds and annotates academic papers, CVEs, tools, conference talks, and source code repositories. Maintains the prior-art.md catalog with relevance assessments. Use when investigating existing work, reviewing literature, searching for CVEs, or when the…
Generate a comprehensive status overview of an research project. Reads the brief, hypothesis graph, and hypothesis cards to produce a summary of progress, active fronts, time and budget consumption, and key findings. Use when the researcher wants a progress check, when preparing for a quarterly review, or when someone…
Execute the synthesis phase of an research project. Analyzes the hypothesis graph, determines report verbosity (simple vs. complex path), generates the final report, creates a prototype inventory, and finalizes the implementation plan in the brief. Use when concluding a research project, writing the final report, or…
Conduct thorough, multi-source research using Tree of Thoughts methodology. Produces cited, multi-perspective syntheses with explicit confidence ratings, evidentiary hierarchy, and transparent documentation of pruned branches. Use when the user asks for research, analysis, investigation, deep dive, literature review…
Explore → Plan → Implement. A thinking partner for exploring ideas, investigating problems, and clarifying requirements, that transitions into a structured roadmap specification (tasks in What/How/Where/Acceptance criteria format) for user approval, then implements the approved plan. Use when the user wants to think…
Transform existing ideas into improved variants using the SCAMPER method (Substitute, Combine, Adapt, Modify, Put to other use, Eliminate, Reverse). Use when the user has a baseline idea to improve, a process to redesign, or needs systematic ideation for differentiation.
Solve inventive engineering, product, process, or system-design problems using TRIZ methodology. Use when facing design trade-offs, technical contradictions, or when you need breakthrough concepts rather than incremental optimization.
Iterative research copilot for exploratory "vibe research." Progressively sharpens a broad topic into a sharp, high-value line of inquiry through multiple research loops. Use when the user wants to explore a topic, do open-ended research, brainstorm research directions, or says "vibe research.".
Analyze a project repository and build a project-specific threat model, then derive from it the secure coding rules that go into SECURITY.md — covering both classical security and the OWASP Top 10 for Agentic Applications 2026 (ASI01–ASI10). Use when the user asks to create a security policy, generate a threat model…
Removes signs of machine generation from Russian-language AI text, preserving its original register and communicative purpose. Does not turn everything into conversational style — scientific text remains scientific, business text remains business, and conversational remains conversational. Use when you need to remove…