K L D'Souza

Claude

271 skills · 190 stars

• Abstraction Concrete Examples Builds structured abstraction ladders that translate high-level principles into concrete, actiona…
• Academic Letter Architect Guides the creation of evidence-based academic recommendation letters, reference letters, and awa…
• Adr Architecture Documents significant architectural and technical decisions with full context, alternatives consi…
• Adverse Selection Prior Produces a Bayesian prior probability that an offered transaction is +EV for the recipient, given…
• Advisory Edit A strict advisory-only editing discipline for a writer who dictates ("speaks out") essays and wan…
• Alignment Values North Star Creates actionable alignment frameworks that give teams a shared North Star (direction), values (…
• Analogy Weight Check For every analogy in a substacker draft, verifies it carries mechanical weight — the analogy does…
• Anomaly Fraud Scanner Scans transactions for fraud and anomaly signals — duplicate charges within 48 hours, transaction…
• Answer Uncomfortable Question Takes one strategic question about substacker ("should we launch paid?", "is this section dead?",…
• Attribute Performance For each substacker post that materially over- or under-performs the rolling baseline (|z| ≥ 1.0)…
• Auction First Price Shading Computes the optimal shaded bid for a first-price sealed-bid auction given a true private value,…
• Auction Winners Curse Haircut Applies a Bayesian haircut to a bid valuation for common-value auctions where winning is itself e…
• Audit Drift Checks every post currently assigned to a substacker section against that section's promise and f…
• Bayesian Reasoning Calibration Applies Bayesian reasoning to systematically update probability estimates with new evidence, help…
• Brainstorm Diverge Converge Applies structured divergent-convergent thinking to generate many creative options, organize them…
• Business Narrative Builder Constructs a structured narrative linking a company's qualitative business story to quantitative…
• Career Document Architect Guides the creation of career documents for academic advancement including research statements, t…
• Cash Flow Forecaster Projects 30-90 days of daily cash flow per cash account by combining current balance, scheduled r…
• Category Allocation Best Response Computes the best-response allocation of roster resources across categories in a Head-to-Head Cat…
• Category Trend Analyzer For each spending category, computes current-period spend, 6-month rolling average, year-over-yea…
• Causal Inference Root Cause Systematically investigates causal relationships to identify true root causes rather than correla…
• Chain Estimation Decision Storytelling Chains estimation, decision analysis, and storytelling to transform uncertain choices into clear,…
• Chain Roleplay Debate Synthesis Facilitates structured roleplay, debate, and synthesis to resolve decisions with multiple legitim…
• Chain Spec Risk Metrics Chains together clear specifications, proactive risk analysis (premortem/register), and measurabl…
• Check Analogy Novelty Cross-references each proposed analogy in a 5-framing set against substacker shared-context/analo…
• Check Corpus Readiness Checks whether the substacker corpus has enough material to justify a Curator run.
• Chef Assistant Guides cooking through culinary principles, food science, and flavor architecture rather than rot…
• Citation Form Check Verifies every paper or named research result cited in a substacker draft uses the inline "Author…
• Claim Extractor Extracts atomic technical claims from a substacker essay draft, converting flowing intuition-firs…
• Classify Claim Assigns each extracted claim to one of five buckets — simplified-correct, simplified-boundary, wr…
• Classify Post To Section Assigns a substacker draft or published post to the best-fitting section (or to unassigned) based…
• Closer Critique Evaluates the final paragraph of a substacker draft for compression and closing form — bolded max…
• Cluster Corpus By Theme Performs axial-coding-style thematic clustering over the substacker corpus of published posts to…
• Code Data Analysis Scaffolds Generates structured scaffolds (frameworks, checklists, templates) for technical work — TDD test…
• Cognitive Design Grounds visual design decisions in cognitive psychology principles — perception, attention, memor…
• Cognitive Fallacies Guard Detects and prevents visual misleads, cognitive biases, and data integrity violations in visualiz…
• Communication Storytelling Transforms analysis, data, and complex information into clear, persuasive narratives tailored to…
• Company Classification Routing Classifies a company and routes it to the correct analytical treatment — life cycle stage, sector…
• Component Extraction Domain-neutral methodology for the third level of Adler-style reading - extracting structured com…
• Compute Baseline Computes substacker's rolling 4-week baseline for open rate, click rate, views-per-send, and week…
• Concept Rediscovery Walk Guides a learner to invent a math or ML concept themselves through a Socratic walk — a sequence o…
• Conf Abstract Enrichment Thicken a thin or missing conference-session abstract through targeted web research so short, noi…
• Conf Pipeline Orchestration The multi-agent communication and orchestration discipline for a staged pipeline whose stages eac…
• Conf Preference Elicitation Build a personalized preference profile from a small number of well-chosen, cluster-grounded ques…
• Conf Program Extraction Parse a heterogeneous conference program (markdown, HTML, PDF-derived text, or JSON) into normali…
• Conf Schedule Optimization Build a personal conference schedule as a constraint-optimization problem — hard constraints (no…
• Conf Theme Clustering Cluster a conference's event records into a small set of coarse themes with finer sub-clusters, a…
• Constraint Based Creativity Turns limitations into creative fuel by strategically imposing constraints that force novel think…