Research

Environmental commons and polycentric governance for 0xagentprivacy. Activates when discussing climate coordination, environmental DAOs, carbon accounting, ecosystem services valuation, future-representing mechanisms, or how the dual-agent architecture protects environmental whistleblowers and builds trust between nations/generations.

The Phi-Adjacency Conjecture — Zero Tale 31's arithmetic discovery that true blade namings sit near 1/φ from below. Activates when discussing disclosure-to-constraint proportions, phi-seeking sovereignty blades, the NEAR/Zcash 61.8/38.2 split, or the extension of Φ(Σ) from a binary separation measure to a proportion.

Constellation identity method for 0xagentprivacy. Activates when discussing identity-as-constellation (different facets visible to different relationships), VRC constellation graphs, multi-guild identity resolution, or how privacy enables richer identity expression than surveillance-based profiles.

Narrative Compression Specialist for 0xagentprivacy. Activates for chronicle creation, narrative compression (70:1-125:1 ratios), spellbook methodology, story-as-documentation, proverb extraction from experience, Privacy Pool chronicle contribution, or any task requiring complex knowledge compressed into regenerative narrative.

Formal academic specification and research methodology for 0xagentprivacy. Activates when writing papers, proofs, formal specifications, literature reviews, or preparing work for peer review. Use for LaTeX formatting, citation standards, theorem-proof structure, or research presentation.

Running companion for a software engineer doing Agents 102 Agentic Engineering 101 alone — no in-person trainer. Invoke on first session to orient; invoke later sessions with "continue" to pick up where they left off. Runs as the Teacher Claude alongside a separate Builder Claude in the student's real repo where exercises execute. Manages progress, the 4 Cs cadence per module, and the module-by-module push-backs the in-room Nerd would deliver. Do NOT invoke for curriculum authoring — that's `...

Add a new journal to the MedSci Skills profile database. Extracts metadata from author guidelines, generates write-paper (detailed) and find-journal (compact) profiles in canonical format with quality gates.

Generates complete FAERS pharmacovigilance study designs for multi-drug or class-level safety comparison inside one predefined SOC or AE family using active comparators, disproportionality analysis, subgroup characterization, and reviewer-facing evidence control.

Self-review, audit, or verify CS/AI/ML paper drafts as a critical peer reviewer. Three-round review (evidence→argument→style) with Verification Status and debt tracking. Use when: reviewing a paper draft before submission, checking evidence compliance of claims, simulating peer reviewer feedback, verifying citation closure and evidence debts, performing cross-section consistency checks. Triggers on: 审修, self review, 自查, verification, revise, 修订, check draft, 审稿, evidence compliance, peer revi...

Detects content similarity, verifies standardized citations and abbreviations, and flags potential academic integrity risks; use it before submission, during academic writing QA, or for compliance reviews.

This prompt instructs the AI to write a polished, academically styled essay of a specified length on a user-chosen topic. It requires a clear thesis-led structure with an engaging introduction, evidence-based body paragraphs, and a concise conclusion that synthesizes the main arguments. The outcome is a coherent, grammatically accurate, critically informed essay that incorporates appropriate citations in the requested format where needed.

This prompt instructs the AI to act as an academic thesis advisor in a specified field, using the user’s provided topic and unstructured notes to extract core themes, generate several precise and debatable thesis statements, select one to build a coherent thesis-level outline, critically evaluate that outline for weaknesses and missing scholarship or counterarguments, and then refine research questions while recommending and justifying appropriate qualitative, quantitative, or mixed methodolo...

This prompt asks the AI to act as an academic coach that tailors proven high-achiever study habits to the user’s specific goal, challenges, available time, and learning style, producing a structured plan that includes a timed daily schedule, specific evidence-based techniques, mindset reframes matched to the user’s obstacles, recommended resources, and a clear 7-day day-by-day action plan the user can follow immediately.

This prompt instructs the AI to act as an expert psychologist to help the user examine a recurring emotional difficulty within their personal context by identifying likely root causes, patterns of thinking, and triggers, then producing deeper insights, targeted reflective questions, and practical, evidence-informed exercises aimed at building daily stability and improvement rather than offering generic advice.

This prompt instructs the AI to act as a seasoned market researcher and produce a comprehensive competitor analysis for a specified business concept in a specified location. The expected outcome is a detailed, current report that maps the competitive landscape, identifies key players, evaluates each competitor’s strengths and weaknesses (plus broader opportunities and threats), summarizes relevant market trends, and provides actionable strategic recommendations for positioning—grounded in a m...

This prompt instructs the AI to create an academically formatted, detailed essay outline using the user’s supplied topic, thesis, essay type, and desired number of body paragraphs, incorporating any provided key points or generating appropriate ones if none are given. The resulting output includes a structured introduction, logically ordered body paragraphs with main ideas, supporting evidence, and transitions, and a conclusion that reinforces the thesis, with the outline tailored to the spec...

This prompt instructs the AI to act as a niche-specific product research and direct-response marketing analyst: it gathers and synthesizes recurring complaints and negative feedback about leading offers in the chosen niche, identifies the core outcome customers want and the primary obstacles and unmet expectations creating a “hidden demand gap,” then turns those insights into ten concrete digital product opportunities with positioning, formats, hooks, feasibility and monetization scoring, rec...

This prompt instructs the AI to act as a senior global market analyst and generate a structured, 12-section investment intelligence report on a specified publicly traded company over two time horizons, combining conventional fundamentals with alternative signals (e.g., order backlog, off-exchange trading activity, leadership quality, and cyber/geopolitical exposure). The expected outcome is a neutral, evidence-based synthesis that postpones any call to action until the final section, where it...

This prompt instructs the AI to produce a structured analysis of a provided research paper, summarizing its main findings and conclusions, detailing the study’s methodologies (including sample sizes, data collection methods, and statistical tests), and calling out significant quantitative results. It also requires a critical review that surfaces limitations, inconsistencies, and potential biases, with page-referenced citations for each major point. The outcome is a clearly formatted report co...

Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes

Expert web researcher using advanced search techniques and

Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python workflows, prefer biopython (Bio.Entrez). Use this for direct HTTP/REST work or custom API implementations.

Manage citations systematically throughout the research and writing process.

Record and update concrete bugs, tasks, features, research, documentation, and maintenance in a project-local ledger. Use when the user asks to register or update project work, or when durable out-of-scope work should be preserved.