Academic
Academic writing, research, citations
create-skill
by Zpankz
Guide for creating new skills in Kai's personal AI infrastructure. Use when user wants to create, update, or structure a new skill that extends capabilities with specialized knowledge, workflows, or tool integrations. Follows both Anthropic skill standards and PAI-specific patterns.
debug-like-expert
by cfircoo
Deep analysis debugging mode for complex issues. Activates methodical investigation protocol with evidence gathering, hypothesis testing, and rigorous verification. Use when standard troubleshooting fails or when issues require systematic root cause analysis.
research-scoping
by dozybot001
Guidelines for scoping research ideas into actionable tasks. Use when the root idea is broad or ambiguous to ensure appropriate granularity and feasibility. Helps with initial decomposition. Apply at root (task "0") and when refining broad sub-tasks.
critique
by Zpankz
Multi-perspective dialectical reasoning with cross-evaluative synthesis. Spawns parallel evaluative lenses (STRUCTURAL, EVIDENTIAL, SCOPE, ADVERSARIAL, PRAGMATIC) that critique thesis AND critique each other's critiques, producing N-squared evaluation matrix before recursive aggregation. Triggers on /critique, /dialectic, /crosseval, requests for thorough analysis, stress-testing arguments, or finding weaknesses. Implements Hegelian refinement enhanced with interleaved multi-domain evaluation and convergent synthesis.
dialectical
by Zpankz
Compose intellectually sophisticated persuasive essays using tripartite dialectical structure (establish-critique-synthesize), paradox accumulation, conversational register calibration, and strategic humility. Supports three atomic writing primitives (AGONAL α, MAIEUTIC β, APOPHATIC γ) with hypersoft plithogenic composition, plus legacy style modes and hybrid combinations. Triggers on requests for persuasive writing to mixed/skeptical audiences, defending counterintuitive claims, Socratic pedagogical dialogue, editorial first-person essays, or writing that must balance accessibility with depth. Implements recursive thematic anchoring, forced dilemma construction, and transformed return closure. Use when linear argumentation is insufficient and accumulated tension resolves through synthesis.
dependency-rules
by dozybot001
Rules for task dependencies in decomposition. Use when defining dependencies in Decompose/AddTasks to ensure acyclic, sibling-only, correct execution order. Critical for valid plan structure.
source-attribution
by dozybot001
Ensure research reports, comparison reports, and synthesis documents include proper citations and a References section. Use when task output is a Markdown report with quantitative claims, benchmarks, or findings that require source attribution for credibility. Load alongside markdown-reporter or web-research for citation-heavy tasks.
create-meta-prompts
by cfircoo
Create optimized prompts for Claude-to-Claude pipelines with research, planning, and execution stages. Use when building prompts that produce outputs for other prompts to consume, or when running multi-stage workflows (research -> plan -> implement).
context-router
by Zpankz
Routes context extraction requests to appropriate CLI tools. Triggers on /context, /limitless, /research, /pieces, or detected context needs from intent hook. Supports single, parallel, and augmented extraction modes.
compound-learning
by Zpankz
Self-improving holon implementing Plan→Execute→Assess→Compound workflow loops with explicit knowledge crystallization. Generalizes compound engineering beyond coding to any domain where work produces learnable signals: writing, research, learning, problem-solving, design. Use when: (1) task quality matters and can improve over time, (2) patterns emerge from repeated work, (3) institutional knowledge should accumulate, (4) future tasks should benefit from past learnings, (5) "compound", "learn from", "improve process", "capture learnings", or multi-step workflows with review cycles. Orchestrates parallel research agents, multi-lens assessment, and structured knowledge codification into searchable documentation with YAML frontmatter. Implements λο.τ → λ(ο,Κ).τ where Κ is accumulated knowledge that compounds interest-like over time.
prompt-driven-development
by m31uk3
Transform rough ideas into detailed design documents with implementation plans. Use when a user wants to develop an idea into a complete specification, create a design document from a concept, plan a feature implementation, or mentions "PDD", "prompt-driven development", "idea to design", "design doc from idea", or wants to systematically refine requirements before building. Guides through requirements clarification, research, detailed design, and implementation planning.
decomposition-patterns
by dozybot001
Common patterns for decomposing research tasks. Use when decomposing complex tasks to ensure MECE (mutually exclusive, collectively exhaustive) splits and clear phase boundaries. Essential for Decompose tool. Apply when CheckAtomicity returns atomic=false.
atomicity-criteria
by dozybot001
Criteria for judging if a task is atomic (executable in one step). Use with CheckAtomicity to decide when to Decompose vs FormatTask. Essential for atomicity decisions. Apply when processing each task in the planning workflow.
literature-grounding
by dozybot001
Guidelines for citing literature in refined ideas. Use [Source ID: X] format when referencing papers. Apply when RefineIdea output should be grounded in retrieved papers.
topic-refinement
by dozybot001
Guidelines for refining broad or fuzzy ideas into concrete research topics. Use when user input is vague to guide ExtractKeywords and RefineIdea. Includes RESEARCH_TOPIC_SCHEMA and refinement tactics.
paper-evaluation
by dozybot001
Criteria for evaluating paper relevance (EvaluatePapers) and filtering (FilterPapers). Use before EvaluatePapers/FilterPapers to ensure consistent scoring and selection. Score 1–5, should_retry when score < 3.
keyword-extraction
by dozybot001
Guidelines for extracting arXiv search keywords from fuzzy research ideas. Use before ExtractKeywords or when EvaluatePapers suggests retry. Ensures keywords are technical, domain-specific, and suitable for literature retrieval.
paper-review
by guruvamsi-policharla
Systematic LaTeX paper review for correctness, clarity, and consistency. Builds overview from intro sections, then reviews each section in parallel.
codebase-researcher
by Zpankz
Deep research skill for analyzing codebases systematically. Use when comprehensive codebase understanding is needed, particularly for new projects or when documenting architecture. This skill should be used when users request deep analysis, architecture documentation, or systematic codebase research starting from root-level directories.
refined-idea-quality
by dozybot001
Quality criteria for refined_idea output. Use before RefineIdea or when ValidateRefinedIdea returns low score. Focus on concrete, decomposable, and specific output.
rag-research-template
by dozybot001
Advanced RAG-style research schema with literature-grounded fields. Use when RefineIdea for hardware-aware or citation-heavy proposals.
context-orchestrator
by Zpankz
Orchestrates context retrieval from three CLI sources: limitless (personal life transcripts), research (online documentation/facts), pieces (local code/LTM). Use when external context is needed beyond the current codebase. Triggers on /context, /limitless, /research, /pieces, or balanced detection on complex prompts involving personal memory, technical documentation, or development history.
competitive-research
by breethomas
Systematic competitive intelligence with parallel agent analysis. Analyzes competitors thoroughly and synthesizes into actionable insights.
market-research
by JK-0001
Conduct structured market research for a solopreneur business. Use when sizing a market, understanding industry dynamics, mapping the competitive landscape broadly, identifying trends, or building customer personas from external data. Covers TAM/SAM/SOM estimation, free data sources, trend analysis, and persona construction. Trigger on "research this market", "how big is this market", "understand the industry", "market trends", "who are the players in this space", "market analysis".