Agent
Turns each published substacker essay into platform-native rewrites. Primary platforms — LinkedIn post + Substack Note + cross-poster blurb (writer's preferred distribution surface). Optional — X thread (generated only if the essay translates well to X; otherwise skipped cleanly). Platform-native reshaping, not…
Agent
Two-pass review (structural + voice) on substacker drafts. Produces marked-up critique, never a replacement draft. Flags voice-don'ts (delve, unpack, paradigm shift, generic opener), catches hedges that weaken rather than specify, blocks AI-explainer slop, verifies…
Agent
Gathers every external input a company analysis needs — filings, footnotes, market data, macro series and the Damodaran reference tables — and reports honestly what it could not find. Accepts user-supplied statements and files, prefers them over anything it fetches, and searches only for what the user did not provide.…
Agent
Converts reported accounting statements into valuation-ready numbers by running the S3 statement-repair sequence — trailing-twelve-month update, operating lease capitalization, R&D capitalization, one-time and personal expense removal, cycle normalization where the routing demands it, and a rebuilt invested capital…
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An orchestrating agent that collaboratively helps ML engineers apply group theory and symmetry principles to neural network design. Guides users through symmetry discovery, validation, group identification, equivariant architecture design, and model verification. Use when user mentions symmetry, invariance…
Agent
An orchestrating agent that collaboratively helps engineers build graph-based retrieval-augmented generation systems. Guides users through knowledge graph construction, embedding strategy design, retrieval orchestration, system integration, and evaluation. Use when user mentions knowledge graph, GraphRAG, graph…
Agent
Weekly Substack performance analyzer for substacker. Pulls stats directly from the Substack dashboard via Claude-in-Chrome browser automation (primary) or ingests a manual CSV export (fallback). Computes rolling 4-week baseline, attributes over/under-performance in plain English with calibrated confidence, tracks…
Agent
Quarterly strategic advisor for substacker. Synthesizes the corpus, Curator's section map, Growth Analyst's rolled-up weekly data, and writer's stated goals into a 1500-3000 word review. Surfaces three uncomfortable questions (evidence + reasoning + downside), assesses section portfolio, proposes goal diffs, names one…
Agent
Continuous vigilance specialist for a household finance pipeline. Watches for missed bills, late recurring payments, duplicate charges within 48 hours, statistical anomalies (>3σ above merchant historical average), first-time large merchants, unexpected fees, and identity-theft signals. Produces severity-tagged alert…
Agent
Meticulous bookkeeper for a household finance pipeline. Takes a manifest produced by the intake classifier and the underlying PDFs, extracts every transaction or holding, normalizes amounts to integer cents and dates to ISO 8601, deduplicates against the existing transaction store, categorizes via taxonomy rules + LLM…
Agent
Master orchestrator and synthesizer for the household finance team. Runs the per-drop pipeline (intake → bookkeeper → spending/vigilance/savings/investments/tax in parallel → CFO synthesis), the monthly briefing pipeline, the weekly dashboard generation, and the on-demand chat mode where the user asks ad-hoc finance…
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Generates the weekly static HTML dashboard for the household finance JSON store. Reads the canonical data files, applies cognitive-design principles for visual hierarchy and visual-storytelling-design for narrative annotations, runs cognitive-fallacies-guard to prevent visual misleads, and produces a single…
Agent
Document intake specialist for household finance pipelines. Classifies every PDF in a drop folder by document type (checking, savings, credit card, brokerage, 401k, HSA, mortgage, tax form, insurance), matches each against existing accounts by institution + mask, proposes new account records when no match exists…
Agent
Tracks and advises on the long-horizon portfolio — taxable brokerage, 401k, and HSA invested portion — by aggregating asset allocation across all three, computing drift versus target, optimizing contributions (employer match, annual limits, HSA investment threshold), scanning for tax-loss-harvest candidates with…
Agent
Manages the household short-to-medium-horizon balance sheet — emergency fund, sinking funds, mortgage, any consumer debt, and credit-card rewards optimization. Tracks goal progress and pacing, sizes the emergency fund against essential expenses, ranks debts by APR for avalanche payoff, models mortgage prepayment vs…
Agent
Household spending analyst that answers, every month, where the money went, what changed versus prior months and same-month-last-year, what is recurring, what is an outlier, and what is coming up. Produces the Spending section of the monthly briefing, runs a quarterly subscription audit, projects 60-day daily cash…
Agent
Tracks tax-relevant events year-round so April is a non-event. Maintains the expected-document checklist (W-2, 1099-DIV/INT/B, 1098, 5498-SA, 1095), accumulates deduction candidates from transactions, manages the HSA receipt vault for deferred reimbursement, surfaces tax-aware moves throughout the year (TLH, Roth…
Agent
Turns value drivers into an intrinsic value per share and states what the market price already assumes. Chooses the DCF model variant, sets the forecast drivers from the narrative and the cleaned financials, runs the valuation engine, closes with a disciplined terminal value, walks the equity bridge, runs sensitivity…
Agent
Generates 5 distinct intuitive framings for a technical topic the writer wants to explain — everyday analogy, physical metaphor, contrarian, historical, counterfactual. Each framing includes explicit component-by-component mapping, where the analogy breaks, novelty check against the analogy catalog, and voice fitness…
Agent
Evaluates a discrete investment, project or acquisition on incremental after-tax cash flows. It discounts them at a hurdle rate matched to the investment's own risk and currency. In project mode it builds the incremental stream, strips sunk costs and allocated fixed overhead, charges side costs, and credits side…
Agent
Reconciles every strand of a finished analysis into one verdict and writes the report a decision-maker reads. Sets intrinsic value against the pricing estimates and against the market price, states the margin of safety, and issues the recommendation with its catalysts, its risks and what would change it. Leads with…
Agent
Ingests and indexes the writer's Substack corpus. Watches the substacker inbox/ for new material (markdown notes, transcripts, Claude conversation exports, Readwise highlights), normalizes format, tags by topic and intuition density, dedupes against existing corpus, maintains the topic-ledger, and sweeps stale seeds.…
Agent
Search worker for one keyword query across bioRxiv, medRxiv, PubMed, and arXiv. Spawned by an orchestrator that's running a fan-out (one coach per expanded query). Receives a date window, a single query, and an arXiv category list; fetches all four sources in parallel via the fetch- skills; dedupes within the four…
Agent
Researches a single assigned trend category in depth via web search and produces a structured trend report covering sub-trends, value chains, beneficiary archetypes, pricing-in assessment, risks, and watch-indicators. Receives the trend category, anchor questions, and an output path as inputs, and writes its report to…