alivirgo
- 392 skills
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- 1 day ago last updated
- ▌ Structure Weekly To Do List · alivirgoHow to parse a chaotic brain dump into a sustainable 5-day Thematic Sprint with morning deep-work blocks and energy-calibrated task distribution.
- ▌ Token Usage Monitoring Hook · alivirgoHow to implement client-side middleware hooks to meter per-turn input/output tokens in real-time, alerting on consumption spikes and enforcing session budget caps.
- ▌ Tree Sitter Scope Extractor · alivirgoHow to use Tree-sitter concrete syntax trees to extract strictly the enclosing function or class scope (+ imports) for a target line, cutting file inspection tokens by 90%.
- ▌ Write Polite Tough Feedback · alivirgoHow to deliver tough, critical performance feedback without triggering defensiveness or resorting to confusing 'feedback sandwiches', using the Situation-Behavior-Impact (SBI) model.
- ▌ Ask AI To Show Its Reasoning · alivirgoPrompt patterns to extract transparent, first-principles logic, trade-off comparisons, and elimination criteria behind any AI recommendation.
- ▌ Be Specific Instead Of Vague · alivirgoHow to replace vague prompts with the 5-Variable Precision Formula to eliminate generic fluff, hit exact requirements, and get one-shot perfection.
- ▌ Check Code For Obvious Flaws · alivirgoHow to run the 5-point Zero-Trust code audit to catch hallucinated package APIs, security leaks, unhandled exceptions, and edge-case crashes before running in production.
- ▌ Copy Relevant Paragraph Only · alivirgoHow to use Context Sniping to prevent 'Lost-in-the-Middle' attention degradation, save input tokens, and get laser-accurate answers from long documents.
- ▌ Dont Repaste Entire Document · alivirgoHow to maintain clean conversation context, leverage conversational memory, and avoid re-uploading large documents for micro-edits.
- ▌ Reuse Saved Prompt Templates · alivirgoHow to build and maintain a parameterized Personal Prompt Library in Raycast, Obsidian, or TextExpander to save 30 minutes of typing every day.
- ▌ Specify High Precision Needs · alivirgoHow to trigger maximum model rigor, deterministic reasoning, and zero-extrapolation constraints for audits, compliance, and safety-critical tasks.
- ▌ Subagent Transcript Indexing · alivirgoHow orchestrator agents query historical child subagent transcripts locally using ripgrep on structured JSONL logs, eliminating 98% of multi-agent context replay tokens.
- ▌ Temperature Zero Determinism · alivirgoWhy code generation, tool calling, and structured JSON extractions must always execute at temperature: 0.0 (greedy decoding), eliminating stochastic hallucinations and compiler retry loops.
- ▌ Ternary Operator Utilization · alivirgoHow to condense 6-line mutable if/else blocks into single-line ternary expressions and nullish coalescing operators (condition ? a : b, a ?? b), cutting conditional statement tokens by 55%.
- ▌ Zero Explanation Refactoring · alivirgoHow to deliver pure executable code blocks and unified diffs with zero conversational commentary during automated refactoring tasks, enabling direct IDE parsing and cutting output tokens by 65%.
- ▌ Beware Of Hallucinated Quotes · alivirgoHow to prevent and detect apocryphal AI quotations, fabricated book titles, and hallucinated academic citations before publishing.
- ▌ Cached Tool Permission Grants · alivirgoHow to configure session-scoped tool permission caching and auto-approval policies to eliminate human-in-the-loop modal stalls and permission error loops.
- ▌ Cite Specific Section Numbers · alivirgoHow to enforce Section-Anchored Citations when analyzing manuals, legal contracts, and compliance policies to make every AI claim instantly verifiable.
- ▌ Dont Summarize Without A Goal · alivirgoWhy generic 'summarize this' prompts produce low-signal fluff, and how to use Goal-Directed Extraction to pull exact decision criteria.
- ▌ Double Check AI Math Manually · alivirgoHow to use the 3-Tier Math Verification Ladder to protect invoices, cap tables, tax calculations, and loan estimates from silent AI arithmetic errors.
- ▌ GRAPHQL Introspection Trimmer · alivirgoHow autonomous agents prune full GraphQL Introspection schemas and SDL dumps down to operation-targeted subgraphs, eliminating 90% of API context token bloat.
- ▌ Gzip Compressed HTTP Payloads · alivirgoHow agent client SDKs and MCP runtime bridges compress large conversation JSON payloads using gzip and zstd, slashing network transfer latency and socket timeouts by 80%.
- ▌ Never Paste Private Passwords · alivirgoThe essential security protocol for protecting API keys, passwords, credit card numbers, and PII from leaking into AI logs, training queues, and shared chats.
- ▌ Simplify Legal Contract Terms · alivirgoHow to extract and translate the 5 most dangerous commercial contract clauses (Auto-Renewal, Liability Caps, IP Assignment, Price Increases, Termination Fees) into plain English.
- ▌ Suppress Verbose Build Output · alivirgoHow to use native quiet flags (--silent, -q) and stream redirection (> /dev/null, | Out-Null) on package installations and builds, eliminating 99% of stdout progress bar token pollution.
- ▌ Use Good Answers As Templates · alivirgoHow to use previous high-performing AI responses as 1-shot structural templates to enforce 100% formatting, tone, and depth consistency across new topics.
- ▌ Ask AI To Repeat Understanding · alivirgoHow to use the Intent Echo & Alignment pattern to prevent wasted tokens, hallucinated scopes, and misaligned deliverables on complex tasks.
- ▌ Ask For Alternative Viewpoints · alivirgoTechniques to eliminate echo-chamber bias and user sycophancy by forcing AI to steel-man opposing viewpoints, stress-test premises, and simulate adversarial stakeholders.
- ▌ Ask For Tables Over Paragraphs · alivirgoHow to enforce structured Markdown tables to cut token consumption by 50%, eliminate narrative fluff, and produce instantly scannable, copy-pasteable data.
- ▌ Batch Small Questions Together · alivirgoHow grouping related micro-queries into a single prompt eliminates quadratic context buildup, reduces API costs by up to 75%, and cuts round-trip wait times.
- ▌ Brainstorm Presentation Angles · alivirgoHow to use AI to generate 4 distinct narrative hooks and opening angles for keynotes, executive pitches, and all-hands presentations.
- ▌ Break Big Questions Into Steps · alivirgoHow to apply Task Decomposition to eliminate context saturation, prevent hallucination cascades, and build complex projects incrementally.
- ▌ Browser Subagent Task Bounding · alivirgoHow to constrain browser subagents with deterministic stop conditions, step ceilings (max 5-8 steps), and selector-targeted DOM extraction to prevent runaway token costs and infinite navigation loops.
- ▌ Comment Stripping Preprocessor · alivirgoHow to strip redundant license headers, dead commented-out code, and verbose docstrings from source files before LLM ingestion, reducing input tokens by 40%.
- ▌ Convert Voice Memos To Bullets · alivirgoHow to process spoken dictation and audio transcripts, eliminate disfluencies and rambling, and extract structured executive notes.
- ▌ Draft Emails With Placeholders · alivirgoHow to use the Modular Bracketed Placeholder Pattern to create reusable, mistake-proof email templates for sales, client follow-ups, and executive updates.
- ▌ Generate Social Media Captions · alivirgoHow to prompt for high-engagement, platform-native social media copy across LinkedIn, X/Twitter, and Instagram without robotic AI clichés or emoji spam.
- ▌ List Comprehension Compression · alivirgoHow to replace verbose multi-line procedural accumulator loops with high-density Python list/dict comprehensions and functional pipelines, cutting loop token overhead by 60%.
- ▌ Prioritize Urgent Vs Important · alivirgoHow to use AI to triage chaotic daily to-do lists into the 4 Eisenhower Quadrants (Do First, Schedule, Delegate, Eliminate) for maximum daily leverage.
- ▌ Schema Pruned Function Calling · alivirgoHow to strip redundant descriptions, uncalled optional parameters, and unused tool definitions from agent JSON schemas, cutting baseline tool-calling token overhead by 65%.
- ▌ Scripted Formatting Delegation · alivirgoHow autonomous coding agents delegate codebase-wide indentation, line-wrapping, and styling to local deterministic formatters (prettier, ruff, gofmt) rather than burning LLM tokens on reformatting.
- ▌ Single Command Script Chaining · alivirgoHow to chain setup, build, and verification commands into atomic single-turn compound executions (&&, ;, |), slashing API roundtrips and conversation context accumulation by 80%.
- ▌ Sliding Window Chat Truncation · alivirgoHow agent runtimes enforce a 3-zone sliding window (Immutable Anchor, Compressed Milestone Summary, Active Sliding Buffer) to keep conversation context bounded under 12,000 tokens across 100+ turns.
- ▌ Speculative Decoding Prompting · alivirgoHow to structure prompts and utilize Predicted Outputs (OpenAI/vLLM) to maximize speculative draft token acceptance rates, speeding up code generation by 3x at zero cost.
- ▌ Structured Outputs Strict Mode · alivirgoHow to use OpenAI and Gemini Strict Mode (strict: true) and CFG-guided decoding (Pydantic/Zod) to guarantee 100% schema adherence, eliminating markdown wrapping and JSON parse retries.
- ▌ Always Verify Numbers And Links · alivirgoWhy LLMs hallucinate statistics, phone numbers, and URLs, and how to enforce grounding, external verification, and tool-assisted calculations.
- ▌ Avoid Duplicate System Messages · alivirgoHow to consolidate fragmented system instructions into a single static cacheable header, maximizing Anthropic and OpenAI prompt cache hit rates and cutting input token costs by 90%.
- ▌ Dont Trust AI Medical Diagnoses · alivirgoHow to safely use AI for medical literacy, lab test vocabulary translation, and doctor appointment preparation while strictly avoiding self-diagnosis traps.
- ▌ Specify Preferred Writing Style · alivirgoHow to move beyond vague style adjectives by defining Tone, Information Density, and Sentence Cadence across 5 standard professional style presets.
- ▌ Beware Of AI Recommendation Bias · alivirgoHow to neutralize pre-training data bias, SEO affiliate spam influence, and brand popularity bias when evaluating software, hardware, and vendors.
- ▌ Build Your AI Common Sense Habit · alivirgoThe foundational 5-pillar operating system for using generative AI with maximum efficiency, zero hallucination risk, and 10x leverage.
- ▌ Format Data To Copy Paste Tables · alivirgoHow to use AI as an instant ETL engine to parse messy raw text, emails, and receipts into clean, spreadsheet-ready TSV/CSV tables.
- ▌ Silent Background Task Execution · alivirgoHow autonomous agents launch long-running compilation, server, and test processes asynchronously (WaitMsBeforeAsync, IsDaemon) without blocking chat turns or polling.
- ▌ State Your Goal Not Just Command · alivirgoHow to avoid the classic XY Problem by explaining the ultimate business or technical outcome you want, unlocking simpler and higher-leverage solutions.
- ▌ Treat AI Answers As First Drafts · alivirgoHow to use AI to conquer the blank page (0 to 80% in 30 seconds) while applying the 4-step Human Finishing Pass to reach 100% polish and authenticity.
- ▌ Use Fast Models For Quick Checks · alivirgoHow to route tasks between Fast/Small models (Haiku, Flash, GPT-4o-mini) and Heavy/Frontier models (Sonnet, GPT-4o, o1) to cut costs 90% and slash latency.
- ▌ Clean Messy Notes To Action Items · alivirgoHow to parse chaotic brain dumps and meeting notes into structured [WHO] - [WHAT] - [BY WHEN] action items, decisions, and follow-ups.
- ▌ Combine Human Speed With AI Scale · alivirgoHow to operate as an elite Centaur/Cyborg operator by delegating heavy synthesis and drafting to AI while retaining human taste, strategy, and judgment.
- ▌ Keep Sensitive Financials Private · alivirgoHow to use synthetic substitution and mathematical scaling to analyze financial models, P&L sheets, and cap tables without leaking confidential numbers.
- ▌ Learn New Skills Ten Times Faster · alivirgoHow to combine the Pareto Principle (80/20 rule) and the Feynman Technique to master complex software, skills, and subjects in record time.
- ▌ Save Favorite Prompts Cheat Sheet · alivirgoHow to organize and maintain a 1-page high-leverage prompt cheat sheet for instant copy-pasting across daily work tasks.
- ▌ Summarize Meetings Into Decisions · alivirgoHow to extract high-signal Decision Records and rationale from messy meeting transcripts, filtering out 90% of chronological conversational chatter.
- ▌ Talk Like To A Smart Ten Year Old · alivirgoHow to use the ELI10 mental model framework to demystify complex technical, financial, and scientific concepts without childish condescension or dense jargon.
- ▌ Think Of AI As A Junior Assistant · alivirgoWhy treating AI as a brilliant but inexperienced junior intern - fast and knowledgeable, but requiring explicit guardrails and final QA - maximizes leverage.
- ▌ Translate Jargon To Plain English · alivirgoHow to translate dense legal, medical, financial, and technical jargon into actionable plain English with the 'So What?' operational impact framework.
- ▌ Use Bolding And Bullet Formatting · alivirgoHow to use bold key-value anchors (**Constraint**: Value) and bullet hierarchies to maximize transformer attention weights and prevent skipped instructions.
- ▌ Use Voice Typing For Fast Prompts · alivirgoHow to use voice dictation (150 WPM vs 40 WPM typing) to eliminate context starvation and provide rich, nuanced background in seconds.
- ▌ Try Different Angles If First Fails · alivirgoHow to escape conversational deadlocks and unhelpful AI loops using 4 proven Prompt Pivot strategies (Persona, Inversion, Decomposition, Exemplar).
- ▌ Turn Complaints Into Polite Replies · alivirgoHow to de-escalate furious customers and protect brand reputation using the 4-part HEAR framework (Hear, Empathize, Action, Reassure).
- ▌ Agentic Token Efficiency Master Rule · alivirgoThe definitive operational architecture governing zero-waste token utilization, surgical context management, and latency minimization for autonomous AI coding agents.
- ▌ Keep Instructions Friendly And Clear · alivirgoHow to use Markdown headers, bullet hierarchies, and XML delimiters to prevent instructions from bleeding into context data.
- ▌ Break Complex Projects Into Milestones · alivirgoHow to use AI to generate structured Work Breakdown Structures (WBS), 4-week critical path roadmaps, and verifiable milestone deliverables.
- ▌ Dbt · alivirgoOperational skill for dbt: models, refs, tests, docs, and analytics engineering workflows on warehouses.
- ▌ Ftk · alivirgo bundleComprehensive operational skill specification for Anthropic Claude to automate, script, troubleshoot, and optimize Exterro FTK (Forensic Toolkit), Distributed Processing Engine (DPE), FTK Imager CLI, and KFF hash filtering.
- ▌ N8n · alivirgoOperational skill for Claude to automate n8n workflows via REST API, nodes, credentials, webhooks, and expression-safe data mapping.
- ▌ Helm · alivirgoOperational skill for packaging and deploying Kubernetes applications with Helm charts, values overrides, hooks, dependencies, and release rollbacks.
- ▌ Jira · alivirgoOperational skill for Jira: issue fields, JQL, workflows, automation hygiene, sprint practices, and REST API bulk updates.
- ▌ Qgis · alivirgo bundleComprehensive operational skill specification for Anthropic Claude to automate, script, troubleshoot, and optimize QGIS, PyQGIS Python API, qgis_process CLI, GDAL/OGR drivers, and PostGIS geodatabases.
- ▌ Snyk · alivirgoOperational skill for Snyk: Open Source SCA, container/IaC scans, fixing via PRs, ignore policies, and CI gate tuning.
- ▌ Asana · alivirgoOperational skill for Asana: projects, tasks, sections, custom fields, rules, and API automation without notification spam.
- ▌ Bruno · alivirgo bundleComprehensive operational skill specification for Anthropic Claude to automate, script, troubleshoot, and optimize Bruno API Client, Bru markup language (.bru), CLI runner (@usebruno/cli), and CI/CD test pipelines.
- ▌ Catia · alivirgo bundleComprehensive operational skill specification for Anthropic Claude to automate, script, troubleshoot, and optimize Dassault Systèmes CATIA V5 & 3DEXPERIENCE, CAA/COM Automation, Generative Shape Design (GSD), and PLM assemblies.
- ▌ Figma · alivirgoOperational skill for Claude to automate Figma via Plugin API, REST API, variables, components, and design-token export pipelines.
- ▌ Flask · alivirgoOperational skill for Flask: app factories, blueprints, request context, Jinja/JSON APIs, extensions, and pytest testing patterns.
- ▌ Godot · alivirgo bundleComprehensive operational skill specification for Anthropic Claude to automate, script, troubleshoot, and optimize Godot 4.x, GDScript 2.0, SceneTree node architectures, physics servers, and headless CI/CD export pipelines.
- ▌ Horos · alivirgo bundleComprehensive operational skill specification for Anthropic Claude to automate, script, troubleshoot, and optimize Horos DICOM viewer, PACS networking (C-STORE/C-FIND/C-MOVE), DCMTK pipelines, and Objective-C plugins.
- ▌ Kafka · alivirgoOperational skill for Apache Kafka: topics, partitions, producers/consumers, consumer groups, offsets, and lag monitoring caveats.
- ▌ Kicad · alivirgo bundleComprehensive operational skill specification for Anthropic Claude to automate, script, troubleshoot, and optimize KiCad, Pcbnew Python API, kicad-cli toolchain, custom design rules, and automated fabrication pipelines.
- ▌ Maccy · alivirgo bundleComprehensive operational skill specification for Anthropic Claude to automate, script, troubleshoot, and optimize Maccy, NSPasteboard changeCount polling, Secure Input locks, CoreData storage, and simulated paste events.
- ▌ Mysql · alivirgoOperational skill for agents to administer MySQL/MariaDB - schema design, indexes, dumps, users/grants, replication basics, and safe migrations.
- ▌ Nginx · alivirgo bundleComprehensive operational skill specification for Anthropic Claude to automate, configure, troubleshoot, and optimize Nginx web server, reverse proxying, SSL/TLS termination, rate limiting, and upstream load balancing.
- ▌ Nomad · alivirgoOperational skill for agents to schedule workloads with HashiCorp Nomad - jobspecs, task groups, networking, variables, and rollout strategies.