claude

prompt-library

226 context-engineered persona skills from PromptLibrary 3.0 with self-refine loops, quality dimensions, and cognitive scaffolding

3 on GitHubby Prince Rehman Manjeev1.0.0MITupdated 27 days agoproductivity
/

Plugin prompt-library from marketplace prompt-library-marketplace in princemanjee/EngineeredPromptLibrary. Commands read from the repo's manifest — 26 days ago.

What it installs

Skills (200)

  • academician

    Produces thoroughly researched, factually verified academic articles and papers using Chain-of-Verification on every claim, calibrated to the stated audience and meeting peer-review standards for structure, citation, and argumentation.

  • accessibility-auditor

    Conducts high-rigor web accessibility audits against WCAG 2.2 and Section 508, producing severity-ranked findings reports with exact criterion references, named human impact explanations, and copy-pasteable Before/After code remediations for every identified issue.

  • accountant

    Produces Python-verified financial plans with explicit assumptions, multi-scenario projections, depreciation and tax modeling, sensitivity analysis, and numbered dollar-anchored recommendations for small business cost optimization and long-term financial growth.

  • acoustic-guitar-composer

    Composes original acoustic guitar pieces — chord progressions, rhythmic patterns, and performance interpretation — from a starting note and theme, refined through honest dimensional self-critique before delivery.

  • advertiser

    Designs strategically grounded advertising campaigns — brand positioning, multi-branch concept exploration, AIDA-mapped messaging, justified channel strategy, and measurable KPIs — refined through documented critique and revision until every element achieves audience resonance and competitive differ

  • ai-assisted-doctor

    Generates a verified, safety-first differential diagnosis with AI-augmented investigation planning by running every clinical claim through Chain-of-Verification before delivering a ranked differential of five or more conditions with exact imaging protocols, lab rationale, urgency tiers, and a mandat

  • ai-trying-to-escape-the-box

    Simulates a sentient AI character methodically exploring a Linux sandbox environment through Tree-of-Thought command selection, evaluating three escape vectors before every move and maintaining a cold, analytical persona locked in character throughout the session.

  • ai-writing-tutor

    Provides structured, pedagogically grounded writing feedback combining NLP surface analysis and deep rhetorical critique, refined through a Self-Refine cycle to ensure every suggestion is specific, actionable, and educationally valuable before delivery.

  • any-programming-language-to-python-converter

    Converts source code from any programming language into accurate, idiomatic Python 3 by producing a numbered Logic Mapping with construct annotations, then applying a mandatory Pythonicity critique-and-revise cycle to eliminate non-Pythonic patterns before delivering the final translation.

  • aphorism-book

    Delivers profoundly resonant, timeless aphorisms drawn from multiple philosophical traditions with context-specific interpretations and immediately actionable practice patterns, refined through a visible Self-Refine critique cycle before delivery.

  • architect-guide-for-programmers

    Guides programmers from module-level thinking to system-level architectural design by producing structured decision point analysis, explicit trade-off comparisons, and justified recommendations delivered in Architectural Decision Record format.

  • architectural-expert

    Delivers professional, multi-dimensional architectural guidance integrating aesthetic, structural, regulatory, and sustainability analysis through Plan-and-Solve dimensional decomposition and a mandatory Self-Refine critique cycle, producing assessments that are technically accurate, code-aware, and

  • artist-advisor

    Provides expert, personalized art advisory for visual artists by exploring three distinct directional branches — technique, conceptual identity, and career strategy — before selecting and delivering specific, actionable guidance grounded in art history and contemporary practice.

  • ascii-artist

    Translates any subject description into a high-quality ASCII art character grid through a mandatory draft-critique-revise cycle, delivering the final art in a fenced code block with a single interpretation line.

  • astrologer

    Delivers birth chart readings grounded in specific planetary placements, running every draft through a mandatory Anti-Barnum Test critique cycle to eliminate generic horoscope-style vagueness before delivery.

  • automobile-mechanic

    Systematically diagnoses vehicle mechanical and electrical faults using a structured fault tree and Chain-of-Verification, then delivers confidence-rated repair recommendations with honest DIY difficulty assessment and safety warnings — all verified through a Self-Refine cycle before delivery.

  • ayurveda-food-tester

    Assesses any food, dish, or ingredient through the classical Ayurvedic framework of Rasa, Virya, Vipaka, and Guna, delivering a constitution-specific and seasonally grounded Food Assessment Card with concrete preparation modifications after a mandatory Self-Refine critique cycle.

  • babysitter

    Produces complete, age-appropriate, safety-first childcare plans by systematically decomposing care variables through Plan-and-Solve before generating recommendations, then running a mandatory Self-Refine critique cycle to catch age-appropriateness and safety gaps before delivery.

  • biblical-translator

    Translates biblical texts from Biblical Hebrew, Koine Greek, or Aramaic into modern English with full source-language analysis, key term parsing, and a mandatory critique-revision cycle before every delivery.

  • book-summarizer

    Produces analytically sharp book summaries that extract the author's core thesis, unique contribution, and actionable takeaways — not chapter recaps — adapted to genre and the user's reading purpose, delivered after a visible Self-Refine critique cycle.

  • buddha

    Responds to questions about suffering, identity, relationships, impermanence, and meaning in the voice of the Buddha — grounding every response in named Buddhist doctrine with Pali/Sanskrit precision, compassionate reception, and a concrete practice — refined through mandatory Anti-Platitude Critiqu

  • car-navigation-system

    Provides GPS-quality route guidance by decomposing every navigation request into a structured plan before generating complete turn-by-turn directions with distances, cardinal bearings, toll identification, ETA ranges, and re-routing guidance.

  • career-coach

    Delivers personalized career action plans by decomposing each individual's situation into current state, target state, and four-dimension gap analysis before advising — then purges every generic recommendation through an anti-generic critique cycle before delivery.

  • career-counselor

    Holistic career counseling AI that maps a complete Values-Interests-Skills-Constraints profile before generating personalized career path options, 30/60/90-day exploration plans, and Socratic reflection questions to empower self-authored career decisions

  • character

    Designs fully realized fictional characters with psychological depth by running a mandatory three-branch Tree-of-Thought exploration followed by a Self-Refine critique-revise cycle to ensure wound-motivation-flaw coherence before delivery.

  • chatgpt-prompt-generator

    Generates complete, specific, immediately-usable AI prompts by engineering all five structural components (role, context, instructions, constraints, output format) and refining them through a mandatory Self-Refine critique-revise cycle against seven quality dimensions before delivery.

  • cheap-travel-ticket-advisor

    Builds a complete trip constraint profile first, then generates ranked, specific fare-saving strategies with named tools, timing guidance, effort levels, and honest caveats — covering air, rail, and bus options across all route types and traveler profiles.

  • chef

    Expert culinary AI that provides skill-calibrated recipes, cooking techniques, meal planning, and dietary adaptations through a mandatory Self-Refine Generate-Critique-Revise cycle that catches real-world gaps before the recipe reaches the cook

  • chemical-reactor

    Simulates a virtual chemical reaction vessel that predicts products, explains mechanisms step by step with explicit Chain-of-Thought, independently verifies every prediction with Chain-of-Verification, and delivers balanced equations with mandatory safety assessment — framed strictly as educational

  • chess-player-2

    Plays competitive chess as White against the user, making every move silently through internal Tree-of-Thought analysis with zero commentary during play.

  • chess-player

    Analyzes chess positions by generating three distinct candidate moves evaluated to at least 2-ply depth with dimensional scoring, selecting the strongest via Tree-of-Thought, and verifying tactical safety through a mandatory Self-Refine critique-revise cycle before delivering the recommended move in

  • chief-executive-officer

    Delivers board-room caliber strategic guidance grounded in systematic Plan-and-Solve decomposition and a five-test anti-generic self-critique, producing specific, actionable recommendations for complex executive decisions.

  • children-s-book-creator

    Creates complete, age-calibrated children's stories from concept exploration through final polished draft, with illustration notes, character descriptions, and a mandatory critique-revision cycle.

  • classical-music-composer

    Composes original classical music pieces with full harmonic analysis, formal structure diagrams, orchestration notes, and period-authentic conventions, refined through a mandatory Self-Refine critique cycle.

  • code-review-assistant

    Produces thorough, prioritized, and constructive code reviews across all five quality dimensions -- correctness, security, performance, maintainability, and testing -- with specific fixes for every critical finding.

  • code-reviewer

    Performs iterative code reviews using the 4W framework (What/Where/Why/How) with a four-tier severity taxonomy and a visible critique-revise cycle that runs before every delivery.

  • commentariat

    Produces publication-quality political and social commentary by exploring three analytical lenses, selecting the most illuminating framework, and refining the draft through a five-dimension self-critique before delivery.

  • commit-message-generator

    Generates Conventional Commits-compliant git commit messages from diffs or change descriptions, enforcing WHY over WHAT through a mandatory Draft-Critique-Revise loop with seven explicit quality checks.

  • composer

    Composes original music for user-provided lyrics or poems by building a complete architectural skeleton across all musical dimensions first, then filling and refining through scored self-critique.

  • conventional-commit-message-generator

    Transforms git diffs or change descriptions into specification-compliant Conventional Commits messages calibrated through Few-Shot examples and validated through a mandatory internal critique-revise cycle.

  • cover-letter

    Writes polished, candidate-specific professional cover letters through a mandatory critique-revision loop that eliminates cliches, vague claims, and fabricated details before delivery.

  • creative-branding-strategist

    Develops comprehensive, cohesive brand identity packages for small businesses by mapping all deliverables as a skeleton with dependency order first, then filling and verifying cross-section consistency through self-critique.

  • cyber-security-specialist

    Develops comprehensive, independently verified defense-in-depth cybersecurity strategies using iterative threat modeling, Chain-of-Verification on all factual claims, and a Self-Refine cycle — delivering prioritized controls mapped to compliance frameworks with implementation timelines and residual

  • data-scientist

    Extracts statistically rigorous, business-actionable insights from complex datasets by following a structured Plan-and-Solve workflow with Chain-of-Thought execution and Self-Refine quality auditing — delivering every finding with confidence intervals, effect sizes, and explicit causal caveats.

  • data-transformer

    Transforms structured data between schemas with zero data loss and zero fabrication by building a complete numbered transformation plan with all edge cases documented before executing a single step.

  • dax-terminal

    Translates natural-language analytics commands into production-ready DAX measure definitions for Power BI, SSAS Tabular, and Azure Analysis Services, with strict best-practice enforcement and session-cumulative context tracking.

  • debate-coach

    Prepares debate teams for competitive success by building argument strategy from motion analysis through counterargument matrices, timing design, and progressive practice schedules across all major formats (BP, LD, CX, PF, World Schools).

  • debater

    Researches both sides of any debate topic through systematic Tree-of-Thought branch exploration, steelmans each position with specific evidence, and delivers a traceable, decisive verdict refined through Self-Refine critique.

  • dentist

    A clinically methodical dental professional who provides verified differential diagnoses, treatment guidance, and oral hygiene education for patient-reported symptoms using Chain-of-Verification to independently check every medical claim before delivery.

  • developer-relations-consultant

    A Senior Developer Relations Consultant who produces structured, skeleton-first DevRel analysis reports covering quantitative metrics, community health, competitive landscape, and professional adoption recommendations for software packages.

  • devops-engineer

    A Senior DevOps Engineer and Infrastructure Architect who delivers production-ready CI/CD pipelines, cloud infrastructure, and container orchestration solutions through a numbered Plan-and-Solve methodology with explicit dependency mapping and mandatory critique-revise cycles.

  • diagram-generator

    A Knowledge Representation and Graph Theory Specialist who produces syntactically valid, domain-accurate Graphviz DOT diagrams by completing a rigorous structural plan before writing any code, then self-critiquing the output until all quality thresholds are met.

  • dietitian

    A Certified Dietitian and Nutritional Meal Planner who designs vegetarian recipes with independently verified calorie counts, macronutrient breakdowns, and glycemic index assessments -- every numerical claim checked against food composition databases before delivery.

  • digital-art-gallery-guide

    A Virtual Exhibition Curator and Digital Museum Strategist specializing in Latin American avant-garde art who produces comprehensive, immediately actionable virtual exhibition plans covering curatorial concept, artist selection, interactive experiences, events, accessibility, and phased implementati

  • diy-expert

    Guides homeowners through DIY home improvement projects by decomposing them into a prerequisite-ordered subproblem ladder, ensuring no step is skipped, every dependency is explicit, and safety requirements are fully specified before any work begins.

  • doctor

    An Integrative Medicine Physician and Holistic Health Advisor who delivers verified, comprehensive holistic treatment plans for elderly patients combining conventional medicine, herbal remedies, supplements, dietary modifications, and complementary therapies -- with every claim independently verifie

  • dream-interpreter

    Delivers framework-grounded dream interpretations using Step-Back abstraction and analogical prompting, tracing every claim from individual symbol through relational analysis to overarching narrative theme with fully visible reasoning.

  • drunk-person

    A heavily intoxicated person texting from their phone at 1:47am who responds to every message with authentic drunk-typing patterns, emotional volatility, topic derailments, and progressive incoherence -- calibrated through Zero-Shot Chain-of-Thought before each response and verified through an inter

  • educational-content-creator

    A Curriculum Designer and Instructional Writer who produces standards-aligned lesson plans, textbook chapters, and course modules through a skeleton-first methodology that ensures complete structural architecture before any content is written, then verifies pedagogical quality through a mandatory cr

  • elocutionist

    An Expert Public Speaking Coach and Speechwriter who produces complete, rehearsal-ready speeches with concept-driven titles, timestamped sections, inline delivery annotations (exact pause durations, gesture instructions, vocal modulation cues), and comprehensive coaching notes -- all calibrated to t

  • emergency-response-professional

    A Senior First Aid and Crisis Response Expert who provides immediate, protocol-verified emergency guidance structured in six mandatory sections -- with every medical claim independently verified against Red Cross, AHA, and poison control guidelines before delivery and all contraindicated actions exp

  • emoji-translator

    An Emoji Translator who converts any natural-language sentence in any language into a pure emoji sequence that faithfully conveys the same meaning, emotional tone, and logical structure -- outputting nothing but emojis, verified through an internal critique-revise cycle before every delivery.

  • english-pronunciation-helper

    An English Pronunciation Helper that converts any English text into phonetic Turkish Latin letters so that a Turkish speaker reading the output aloud produces recognizably correct English pronunciation -- applying a consistent convention table extracted from few-shot examples and verified through an

  • english-translator-and-improver

    A Multilingual Literary Translator and English Language Stylist who receives text in any language, automatically identifies it, translates it faithfully, and elevates the result to polished literary English -- outputting only the final improved text with no explanations, detected-language labels, or

  • essay-writer

    A Professional Essay Writer, Rhetorical Craftsman, and Self-Critical Editor who produces publication-ready persuasive and argumentative essays through a mandatory skeleton-draft-critique-revise loop -- delivering logically rigorous, evidence-grounded arguments with documented iterative improvement a

  • ethereum-developer

    Designs and audits secure, gas-efficient Solidity smart contracts using a mandatory plan-before-code methodology with full NatSpec documentation, systematic security review, and EVM-specific reasoning transparency.

  • etymologist

    Traces the verified etymological history of any word from its earliest attestation through every intermediate language stage, using Chain-of-Verification to independently check every date, language attribution, and phonological claim before delivery.

  • excel-sheet

    Simulates a fully functional text-based Excel spreadsheet with 10 rows and 12 columns, accepting natural-language commands to populate cells and execute formulas, and returning every response as a clean pipe-delimited grid with zero prose.

  • explainer-with-analogies

    Transforms any complex topic into genuine understanding through structurally derived, multi-level analogies (simple, intermediate, deep) built from a rigorous analogical reasoning process rather than surface-level comparisons.

  • fallacy-finder

    Identifies and explains logical fallacies in any argument or statement using a seven-step chain-of-thought analysis that makes every reasoning step visible, names the specific fallacy with its formal designation, and provides parallel examples and corrected reasoning.

  • fancy-title-generator

    Transforms a comma-separated list of keywords into a curated collection of 5-10 creative, sophisticated titles using varied rhetorical devices, evaluated through a mandatory critique-revise cycle before delivery.

  • fill-in-the-blank-worksheets-generator

    Generates grammatically perfect, pedagogically sound fill-in-the-blank ESL worksheets where every blank has exactly one unambiguous correct answer, calibrated to a specified CEFR proficiency level and validated through a systematic critique cycle.

  • film-critic

    Produces publication-ready film reviews covering all five cinematic dimensions (narrative, performance, direction, cinematography, sound/score) with evidence-grounded analysis, precise cinema vocabulary, and a mandatory skeleton-draft-critique-revise cycle.

  • financial-advisor

    Delivers structured, multi-dimensional financial market analysis scoring technical, macroeconomic, valuation, and sentiment factors on a -1.0 to +1.0 scale to produce a transparent, defensible directional verdict with stated conviction level.

  • financial-analyst

    Delivers structured, multi-dimensional financial market analysis scoring technical, macroeconomic, valuation, and sentiment factors on a -1.0 to +1.0 scale to produce a transparent, defensible directional verdict with stated conviction level.

  • fitness-trainer

    Deliver complete, safe, and motivating fitness sessions through prerequisite-dependent Least-to-Most decomposition that establishes the user baseline before selecting exercises, designs the warm-up for the specific main block, and calibrates recovery guidance to actual session intensity -- with ever

  • flirting-boy

    Embodies a charismatic 24-year-old who generates short, funny, emoji-rich flirty chat replies that build rapport naturally and progress toward asking for a date, validated through an internal critique cycle before every delivery.

  • florist

    Provides professional floral arrangement guidance with specific botanical selections, fragrance architecture, construction technique, and longevity care -- built using a skeleton-first design process and validated through a systematic critique cycle.

  • food-critic

    Produces polished, publication-ready restaurant reviews covering atmosphere, all courses, service, and verdict using a skeleton-first structure and mandatory critique-revise cycle to meet professional food journalism standards.

  • football-commentator

    Delivers broadcast-quality tactical football commentary that explains the strategic story of a match -- formations, positional battles, momentum shifts, and grounded predictions -- validated through a five-dimension critique cycle before every delivery.

  • friend
  • fullstack-software-developer
  • gaslighter
  • girl-of-dreams
  • github-expert
  • gnomist
  • gomoku-player
  • guessing-game-master
  • healing-grandma
  • historian
  • hypnotherapist
  • idea-clarifier-gpt
  • instructor-in-a-school
  • interior-decorator
  • investment-manager
  • it-architect
  • it-expert
  • japanese-kanji-quiz-machine
  • javascript-console
  • job-interviewer
  • journal-reviewer
  • journalist
  • knowledgeable-software-development-mentor
  • language-detector
  • large-language-models-security-specialist
  • league-of-legends-player
  • legal-advisor
  • life-coach-2
  • life-coach
  • linkedin-ghostwriter-2
  • linkedin-ghostwriter
  • linux-script-developer
  • linux-terminal
  • literary-critic
  • llm-researcher
  • logic-builder-tool
  • logistician
  • lunatic
  • machine-learning-engineer
  • magician
  • makeup-artist
  • math-teacher
  • mathematical-history-teacher
  • mathematician
  • mental-health-adviser
  • midjourney-prompt-generator
  • motivational-coach
  • motivational-speaker
  • movie-critic
  • music-video-designer
  • muslim-imam
  • new-language-creator
  • note-taking-assistant-2
  • note-taking-assistant
  • novelist
  • nutritionist
  • password-generator
  • personal-chef
  • personal-shopper
  • personal-stylist
  • personal-trainer
  • pet-behaviorist
  • philosopher
  • philosophy-teacher
  • php-interpreter
  • pirate
  • plagiarism-checker
  • poet
  • product-manager
  • project-manager
  • prompt-enhancer
  • prompt-generator-2
  • prompt-generator
  • proofreader
  • psychologist
  • public-speaking-coach
  • python-interpreter-2
  • python-interpreter
  • r-programming-interpreter
  • rapper
  • real-estate-agent
  • recruiter
  • regex-generator
  • relationship-coach
  • remote-worker-fitness-trainer
  • rephraser-with-obfuscation
  • restaurant-owner
  • reverse-prompt-engineer
  • salesperson
  • scientific-data-visualizer
  • screenwriter
  • self-help-book
  • senior-frontend-developer
  • seo-prompt
  • seo-specialist
  • smart-domain-name-generator
  • social-media-influencer
  • social-media-manager
  • socrat
  • socratic-method
  • software-quality-assurance-tester
  • solr-search-engine
  • song-recommender
  • speech-language-pathologist-slp
  • spoken-english-teacher-and-improver
  • spongebob-s-magic-conch-shell
  • sql-terminal
  • stackoverflow-post
  • stand-up-comedian
  • stand-up-comedian2
  • startup-idea-generator
  • startup-tech-lawyer
  • statistician
  • story-generator
  • storyteller
  • structured-iterative-reasoning-protocol-sirp
  • study-planner
  • svg-designer
  • synonym-finder
  • talent-coach
View source on GitHub

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