research-deep-dives
claudeSource-cited deep dives across agriculture, operating systems, cognition, civilization, politics, science, technology, storytelling, and integrated systems.
18 skills
Building a Cryptocurrency: designing and shipping your own chain, from the cryptographic primitives up. A cryptocurrency as a replicated state machine with Sybil-resistant leader election and a fork-choice rule, and the three reference architectures every chain is a variation on — Bitcoin's UTXO ledger with SHA-256d proof of work and probabilistic finality, Ethereum's account and world-state model with Gasper proof of stake and explicit finality, Monero's privacy-enhanced UTXOs with RandomX and mandatory privacy — with the five design decisions that follow and what each one costs. Hash functions and their five properties, SHA-256d and Keccak-256 and the length-extension attack that makes H(key + message) not a MAC, ECDSA and Schnorr and Ed25519 and ring signatures with the nonce hazard that has emptied real wallets, Merkle trees and O(log n) proofs and SPV, Merkle-Patricia tries and state proofs for light clients and bridges, BIP-39 seed phrases and BIP-32 derivation and BIP-44/49/84/86 paths and output descriptors, and practical key management. Proof of work and proof of stake, fork choice and finality and what each one actually promises. Then two builds end to end: a Bitcoin-style UTXO chain — transaction and script model, validation rules, what forking Bitcoin Core really involves — and an Ethereum-style account chain with the EVM, gas and smart contracts. Privacy features from ring signatures and stealth addresses to confidential amounts and zero-knowledge constructions; the peer-to-peer networking layer and block propagation; issuance schedules, fee markets, supply caps and incentive design; the security chapter on what actually loses money; and an ordered practical build guide. An engineering reference, not investment, legal or tax advice: distributing a token carries securities, AML/KYC and consumer-protection obligations that are a question for counsel in your jurisdiction.
Plugin building-a-cryptocurrency from marketplace vibey in the-vibey-project/vibey. Commands read from the repo's manifest — today.
coin-building-a-utxo-chainUse when designing or implementing a UTXO-based chain, modelling transaction inputs and outputs, writing or auditing Bitcoin Script locking and unlocking scripts, deciding which address formats a wallet or node must support, or forking Bitcoin. Covers the UTXO ledger model, block structure and chain
coin-building-an-account-chainUse when deciding between shipping an ERC-20 token, a new account-model chain, or an L2 rollup, and when designing or reviewing account state, EVM data locations, gas budgets, call semantics, or a fungible token contract. Covers the account world-state model, the EVM stack machine and its storage co
coin-consensus-and-finalityUse when choosing a consensus mechanism for a new chain, sizing confirmation counts before releasing value, reasoning about 51 percent attacks and chain reorganizations, tuning difficulty retargeting, picking a proof-of-work algorithm, or deciding between probabilistic, explicit and instant finality
coin-cryptographic-primitivesUse when choosing a hash function, signature scheme, address format or key-derivation path for a chain, when building Merkle proofs or SPV inclusion checks, or when reviewing a nonce, seed-phrase or multisig design for hazards. Covers hash properties and current status, ECDSA against Schnorr, EdDSA
coin-networking-and-tokenomicsUse when designing or debugging the peer-to-peer layer of a chain — DNS seeds, peer exchange, inv and getdata gossip, compact block relay, mempool and relay policy — or when setting issuance, supply caps, tail emission, fee markets, token distribution and the security budget. Covers the policy versu
coin-privacy-featuresUse when adding sender, receiver or amount privacy to a chain, choosing among ring signatures, stealth addresses and confidential transactions, sizing an anonymity set, planning a move to full-chain membership proofs, or weighing mandatory privacy against exchange delisting and EU AMLR exposure. Cov
coin-security-and-the-build-guideUse when auditing a chain or a contract for the failures that actually drain funds, choosing between an ERC-20 token, an L2 rollup and a new blockchain, picking the language, consensus, signature, wallet and explorer stack for a custom chain, or working a pre-mainnet launch checklist. Covers the 202
coin-what-it-is-and-the-three-architecturesUse when choosing a ledger model, consensus mechanism, programmability level, privacy model or supply schedule for a new chain, when you need the Bitcoin, Ethereum and Monero reference architectures compared cell by cell, or when you need the precise definition of what a blockchain is before designi
Source-cited deep dives across agriculture, operating systems, cognition, civilization, politics, science, technology, storytelling, and integrated systems.
18 skills
Military Science, Rockets, Space, Fusion, and Mars: strategic theory and engineering physics in one reference, at the war-college survey level for the first and the engineering level for the rest. Military science as the one field whose object of study is a reactive adversary, so no principle holds unconditionally — war as a political instrument or nothing, defence as an economic and industrial problem first, institutional learning as the hardest capability to copy; Clausewitz's trinity, friction, centre of gravity, culminating point and defence as the stronger form, Sun Tzu and Jomini and Soviet operational art, Mahan against Corbett, and the air power promise against the post-1945 bombing surveys; the three levels of war and why tactical success does not aggregate into strategic success, the principles as contradictory heuristics, manoeuvre versus attrition, OODA with ORIENT restored, mission command; deterrence by punishment and by denial, Schelling on compellence, the stability-instability paradox and the measurement problem, survivability and the triad, Kahn's escalation thresholds and off-ramps, alliance abandonment versus entrapment, and grand strategy as ends, ways and means — with the near-miss record and the line that deterrence working for decades is compatible with having been repeatedly lucky. Then the readiness/modernization/size trilemma, logistics and the industrial base as the professional's subject, doctrine and its rigidity paradox, intelligence failing analytically rather than collectively, procurement's monopsony structure, modern conflict from the counter-UAS cost-per-engagement problem through cyber, Kessler syndrome and information operations to total defence — and the law of armed conflict in full: jus ad bellum against jus in bello, the equality of application, distinction, proportionality stated correctly rather than as a casualty comparison, military necessity, humanity, and command responsibility. Rocket engineering from Tsiolkovsky and
12 skills
Evangelism, Apologetics, Preaching, Teaching and Church Planting: a practitioner reference for Christian ministry that treats evangelism as a communication task and then holds itself to what the evidence on communication actually supports. The persuasion findings the source stands behind -- listening first produces durable change, conversation beats broadcast, moral reframing is difficult and rarely done, relevant evidence is the strongest identified lever, facts alone against identity-linked beliefs persuade less than assumed -- read as tendencies rather than measured effects, with no number supplied because the source supplies none; trust decomposed into competence, reliability and care and why most trust failures are the third mistaken for the first; the four levels of listening, silence as the most underused technique, asking before advising, and recognising when a spiritual question has actually been asked. Six evangelistic approaches -- relational, lifestyle, missional, conversational, proclamation, service -- compared on strengths and limitations, with the limitations column read carefully because half of it is structural fact and half theological judgement held inside the source's tradition; the four common gospel presentations (the Roman Road, the Bridge to Life, the Four Spiritual Laws, Creation-Fall-Redemption-Restoration) and what each compression drops. The ethics of influence carried as load-bearing rather than as an appendix: the disclosure test -- if you told the person exactly what you were doing and why, would this still work -- the structural line between persuasion, manipulation and coercion, power asymmetry where a pastor, parent or employer holds it, exploited states, and the hard cases including altar calls, which the source does not rule on. The cosmological, teleological, moral and ontological arguments as the source gives them with the standard objection each actually faces, kept inside its own framing that the case is cumulative rather tha
10 skills
From Autograph to Your Bible -- the biblical languages, translation, textual criticism, archaeology and historical method as one connected reference, because a translator cannot choose a word until a textual critic has decided which words are there, a textual critic weighs manuscripts that archaeologists dug up and palaeographers dated, and historians use all of it and then argue about what it means. Where the source marks a claim settled, majority, contested or as of 2026, the marker stays exactly where the source put it, and contested questions stay contested. Biblical Hebrew and the three layers of a printed Hebrew Bible, the Masorah and ketiv/qere, the Aleppo and Leningrad codices, the linguistic-dating fight, the unsolved verbal system, Biblical Aramaic, and the words that break translators' hearts; Koine Greek, the papyri and Semitisms, verbal aspect and deponency, and the Septuagint's legend and reality. The Vetus Latina, Jerome and the composite Vulgate, the Latin renderings that changed Western history; Gothic, the Heliand, the pre-Luther printed Bibles, Luther's September Testament and Sendbrief, the Lutherbibel 2017; Old English to Wycliffe, Tyndale and Geneva, how the King James Version was actually made, and the modern English spectrum. How committees really translate -- base texts, drafting and votes, the root fallacy, gender language, the divine name -- and how minority-language field translation works in 2026, from comprehension testing and back translation to Paratext and AI drafting. Textual criticism: copying errors, external and internal evidence after Royse, Erasmus to NA28, NA29 and the Editio Critica Maior, how many manuscripts there really are, the CBGM and the initial text, the famous variants, and the Hebrew Bible's plural text with BHQ, HUBP and HBCE. Archaeology: context, stratigraphy and the Harris Matrix, radiocarbon and the Hallstatt plateau, ancient DNA and archaeometallurgy, the inscriptions from the Merneptah Stele to the Gallio ins
9 skills
Company and Non-Profit Valuation, Market Research, Buying and Selling: standards, premises and levels of value, the income, market and asset approaches, the size-segmented deal market and its documents, researching deal markets and multiples and how each indicator misleads, normalizing earnings (SDE, adjusted EBITDA, quality of earnings), a regression of multiples, WACC and DCF, discounts and the EV-to-equity bridge, the buyer playbook (debt capacity, LOI structure, SBA financing, LBO sensitivity, diligence, closing), the seller playbook (exit readiness, process, comparing LOIs on after-tax present value, asset versus stock, QSBS, alternatives), deep diligence and fraud, startups, public companies, 409A, ESOP and disputes, and non-profits treated as their own problem (no owners and no equity price, mergers and affiliations, IRC 4958, Form 990 and ratio analysis, stress tests, impact measurement), plus a tested numpy and pandas toolkit. Decision support, not investment, legal, tax, accounting or valuation-opinion advice.
9 skills
Developer Experience: the evidence-graded blueprint, in two parts, for making a codebase, CLI, API, documentation set, UI and AI-agent surface easy to use well, and for placing each feature on the right device surface (VS Code, desktop, iOS, Android, web) so non-developers reach a working result too. Short and trustworthy feedback loops, cognitive load, one-command local setup, CLI conventions (streams, exit codes, --json, --dry-run, NO_COLOR), error messages that say what failed and how to fix it, API and SDK usability, Diataxis documentation, TUI and screen-reader accessibility, onboarding and contribution barriers, AGENTS.md, llms.txt and MCP tool design for coding agents, and how to measure DevEx with surveys paired with system data, with every claim graded A, B or C and the weak or contested evidence called out.
9 skills
Smart contract development with Solidity, DeFi protocol implementation, NFT platforms, and Web3 application architecture
4 skills · 1 agent
Domain-specific technology experts - blockchain, fintech, gaming, IoT, payments, X/Twitter APIs
Comprehensive smart contract security toolkit based on Trail of Bits' Building Secure Contracts framework. Includes vulnerability scanners for 6 blockchains and 5 development guideline assistants.
11 skills
MoltNode by Chord: two hosted MCP servers and three skills, no API key. MoltNode reads 31 blockchains over JSON-RPC; Chord returns best-route DEX swap quotes and unsigned swap transactions (with the approval and a simulation) on Ethereum, Base, Arbitrum, BNB Chain, Avalanche, Monad, Robinhood Chain and Arc, plus token boards, candles, wallet PnL and smart money. Non-custodial: the user's own wallet signs every transaction, after the user confirms the quote in a later message. Skills: moltnode (reads and swaps end to end), chord (trading and market data), chord-charts (candlestick SVG charts for tokens on 8 EVM chains and Solana).
3 skills · 2 MCP servers
18 governed QuickNode operator workflows for blockchain RPC and data infrastructure
18 skills
Expert Vietnam Personal Data Protection Law (PDPL) compliance advisor for Law No. 91/2025/QH15 and implementing Decree 356/2025/ND-CP (effective January 1, 2026). Use this skill for gap analysis against the Vietnam PDPL, data subject rights fulfilment workflows, cross-border data transfer impact assessments, privacy notices and internal policies, breach notification procedures, sector-specific obligations (finance, AI, cloud, blockchain), and DPO qualification reviews. Trigger whenever a user mentions Vietnam data privacy, VN-PDPL, Nghị định 356, Vietnamese personal data, or cross-border transfers involving Vietnamese citizens' data.
200 skills
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