@quochungto

bookforge-scratch-refactoring-for-code-understanding teaches developers to restructure unfamiliar code freely on a disposable branch to build mental models, then discard the changes while preserving learning notes. targets legacy code comprehension before safe modification.

bookforge-build-commercial-insight reverses from seller capabilities to validated customer reframes, grounding differentiated teaching pitches in the four-criteria test rather than generic pain discovery.

bookforge-lead-capture-ethical-bribe-design guides small business owners through creating a lead magnet offer and landing page form to shift from direct-response ads (3% market) to lead-generation ads (40% market). produces a concrete lead capture plan with ethical bribe concept, ad copy, minimal form fields, and crm workflow.

bookforge-cold-call-opener-builder produces annotated five-step phone scripts (name, identify, reason, bridge, ask) with voicemail and gatekeeper variants, grounded in blount's prospecting framework. enforces no pleasantries, explicit because statements, and post-ask silence.

bookforge-sales-conversion-trust-system converts nurtured leads by manufacturing trust signals, crafting specific guarantees tied to prospect fears, designing 3-tier pricing with anchors, and removing friction from checkout. structured around 9 sequential steps from nurture validation through sales-conversion.md output.

guide for adding features to tested code via test-driven development or programming by difference. covers decision logic between approaches, five-step tdd cycle with duplication removal, inheritance normalization for pbd, and liskov substitution principle violations.

bookforge-build-refactoring-test-suite teaches a six-step workflow to construct automated test suites before refactoring untested code, covering normal behavior, boundary conditions, error paths, and a test-first bug reproduction variant.

bookforge-sql-injection-detection-and-exploitation provides a methodical assessment chain spanning detection, platform fingerprinting, and data extraction via union-based, boolean-blind, and time-based techniques. covers multi-step flows, filter bypass, and escalation risk.

bookforge-sem-performance-optimization guides startups through structured SEM audit using CTR, CPC, CPA calculation, Quality Score benchmarking, and keyword profitability filtering to prune drag and expand long-tail channels.

bookforge-prose-clarity-reviser diagnoses and revises unclear prose using four principles: characters-as-subjects, actions-as-verbs, old-before-new information flow, and complexity-last sentence endings. applies a structured five-pass revision protocol with annotated output.

bookforge-class-responsibility-realignment guides developers through redistributing methods and fields to correct owners, repairing inheritance hierarchies, and extending unmodifiable library classes using a three-cluster taxonomy (misplaced behavior, hierarchy misalignment, encapsulation balance) with step-by-step mechanics for each refactoring pattern.

bookforge-text-prospecting-sequence-builder enforces permission gates and situation-specific protocols for text follow-up after networking, inbound leads, voicemails, or no-shows. applies bridge-because pattern under 250 chars with seven-rule compliance checking.

bookforge-prospect-list-tiering applies a six-tier pyramid framework to sort prospects by qualification state and buying-window proximity, then generates a daily call sequence ranked by conversion likelihood. designed for sales teams with raw or partially-qualified prospect lists who need systematic prioritization instead of random dialing.

bookforge-inheritance-mapping-selector routes OO inheritance hierarchies to single-table, class-table, or concrete-table database strategies by scoring six trade-off dimensions (joins, null waste, fk enforcement, readability, refactoring impact, polymorphism cost), with explicit ORM config mapping and mixing guidance.

bookforge-existing-platform-leverage guides founders to identify unsatisfied needs on large platforms and build minimal bridge solutions that drive customer acquisition without building parallel platforms. covers mapping audience platforms, identifying gaps, designing frictionless bridges, planning day-1 launches, and mitigating platform dependency risk.

bookforge-prospecting-objection-handler classifies prospect pushback into three types (reflex, brush-off, objection) and produces a neurologically-grounded anchor-disrupt-ask turnaround script with fallback and exit checkpoint, grounded in jeb blount's fanatical prospecting framework.

bookforge-unit-of-work-implementer covers the design and implementation of unit of work coordinators for data mapper layers, including entity state tracking, ordered commits, identity map integration, and lifecycle policies across hibernate, ef core, sqlalchemy, and custom frameworks.

bookforge-seam-type-selector guides developers through choosing the right seam type (object, link, or preprocessor) when breaking hard-coded dependencies in legacy code for testing. it classifies dependencies by pervasiveness and language capability, then applies feathers' decision hierarchy to recommend the most maintainable approach.

bookforge-duplication-removal-via-extraction guides incremental code consolidation by extracting smallest fragments first, replicating locally, then pulling up to shared superclasses, letting design patterns emerge bottom-up rather than imposed top-down.

bookforge-seo-channel-strategy guides founders through a fat-head vs long-tail binary decision for organic search. it covers demand validation, competitor feasibility assessment, keyword evaluation pipelines, and content production scaling, with explicit black-hat anti-patterns.

bookforge-business-development-pipeline structures partnership strategy through attribute-based partner selection, 5 partnership types, and a 7-step process from objective definition through low-touch scaling. covers term sheet negotiation, warm introduction sourcing, and post-deal documentation.

bookforge-content-and-email-marketing covers integrated content and email lifecycle design across acquisition, activation, retention, and revenue stages. provides concrete activation thresholds, lead magnet strategies, and behavior-triggered sequences grounded in real product examples.

bookforge-target-market-selection-pvp-index guides small business owners through a three-dimensional scoring framework (personal fulfillment, value to marketplace, profitability) to identify and rank market segments, resolve ties methodically, and build a detailed customer avatar for focused marketing.

bookforge-safe-legacy-editing-discipline teaches four concrete editing disciplines (hyperaware, single-goal, preserve signatures, lean on compiler) to manage risk when modifying untested legacy code. applies disciplined process to classify context, name anti-patterns, and produce verifiable editing plans.

bookforge-research-argument-builder guides researchers through assembling the five structural elements of a research argument (claim, reasons, evidence, acknowledgment, warrant) from a framed problem, producing a storyboard ready for drafting.

bookforge-transaction-isolation-level-auditor audits database transaction isolation configuration against fowler's table 5.1 matrix, locates code-level lost update vulnerabilities, and produces a structured compliance report covering system-transaction and business-transaction acid gaps.

bookforge-session-state-location-selector routes session concerns to client, server, or database storage based on bandwidth, security, clustering, responsiveness, cancellation, and effort. covers stateless redesign, anti-pattern detection, and implementation constraints across single-server and distributed topologies.

bookforge-unit-test-quality-checker evaluates existing test suites against feathers' unit-test criteria, classifies tests by type, detects db/network/fs/env dependencies that disqualify tests, measures timing, and recommends fake vs mock choices. produces a scored quality report with prioritized improvements.

bookforge-coach-rep-with-pause-framework structures a single-pillar coaching session using the five-step PAUSE protocol, anchored to a rep's weakest Challenger subscale and grounded in a real deal. includes a decision gate to route deal-stalled situations to innovation mode instead.

bookforge-web-application-fuzzing-automation provides structured guidance for enumeration, harvesting, and fuzzing attacks against web applications using burp intruder, with emphasis on session handling, payload selection, and hit detection. covers authorization requirements, attack modes, and result triage.

bookforge-big-refactoring-planner guides multi-week architectural restructuring campaigns using four named patterns from fowler and beck. it confirms the correct pattern, establishes decision points, and produces a phased execution strategy that runs alongside feature work.

bookforge-retrieval-practice-study-system guides learners through designing a spaced-repetition study regimen grounded in cognitive science. it extracts learning targets from source material, generates production-based quiz questions, schedules review sessions via leitner progression, and surfaces mastery criteria to counter the fluency illusion.

bookforge-test-harness-entry-diagnostics routes developers through a systematic diagnostic to identify exactly why a class or method resists testing, then prescribes the correct dependency-breaking technique from feathers' chapter 9 and 10 catalogs.

bookforge-startup-pr-outreach provides a media chain framework for launching PR campaigns, from small blogs to top outlets. covers pitch templates, reporter relationship building, and post-coverage amplification tactics grounded in traction principles.

bookforge-conversation-learning-process structures team preparation, note-taking, and post-conversation review around customer interviews to prevent learning bottlenecks and ensure insights reach the whole team rather than a single keeper of customer truth.

bookforge-argument-organization-reviser applies a rigorous four-level top-down procedure to diagnose and repair structural problems in research drafts, from frame alignment through paragraph anchoring, with explicit decision rules at each level.

research-question-formulator guides users from broad subject areas to focused, answerable research questions using diagnostic tests, question generation heuristics, and a 3-step significance formula that separates topic, inquiry, and reader impact.

bookforge-plan-negotiation-with-constructive-tension provides a pre-call negotiation planning framework based on DuPont's four-step model and BayGroup's SSN methodology. it sequences concessions by cost-to-supplier and value-to-customer, with scripted deferral language and anti-pattern checks to avoid proactive discounting and escalating concession traps.

discovery-call-opening-planner provides a structured framework for b2b sales reps to open discovery calls using rackham's 3-point model (who you are, why you're there, right to ask questions), with explicit guardrails against rapport fishing and benefit statements. includes context gathering, pattern detection, and pre-call checkpoints.

pessimistic-offline-lock-implementer guides end-to-end implementation of pessimistic offline locking for multi-request business transactions. covers lock type selection, durable lock manager design, timeout and release mechanics, aggregate-level locking, and implicit lock wiring to prevent gaps.

offline-concurrency-strategy-selector guides architects through selecting locking strategies (optimistic vs pessimistic) for long-running multi-request edits. it maps collision frequency and rework cost to pattern choice, handles aggregate locking and implicit lock enforcement, and flags infrastructure anti-patterns like db-level long locks and timestamp versioning.

bookforge-mnemonic-device-selector-and-builder constructs ready-to-use memory devices (acronyms, peg methods, memory palaces) for material the user already understands, routing to simple or complex strategies based on volume, order sensitivity, and recall context.

bookforge-bullseye-channel-selection applies a five-step framework to systematically evaluate 19 customer acquisition channels and isolate the three most promising for parallel testing. guides founders away from channel bias through exhaustive brainstorming and ranked tiers.

bookforge-diagnose-manager-effectiveness assesses frontline sales managers against ceb empirical driver weights (innovation 29%, coaching 28%, selling 27%, resource allocation 16%), detects democratic coaching and skill-confusion anti-patterns, and produces a structured reallocation plan grounded in star/core/laggard coaching roi.

bookforge-customer-segment-slicer narrows overly broad customer definitions into specific, actionable who-where pairs through iterative questioning and behavioral analysis. it applies six slicing questions recursively until segments become concrete and findable.

bookforge-optimistic-offline-lock-implementer guides end-to-end implementation of optimistic versioning for concurrent offline edits, covering schema design, ORM integration, version round-trip mechanics, collision UX, and unit-of-work sequencing across multiple language stacks.

bookforge-accusation-audit-generator guides preparation for high-stakes conversations by surfacing anticipated objections, converting them into neutral emotion labels using the 'it seems like' formula, and sequencing them for maximum defusion before speaking.

bookforge-source-code-security-review maps user-input sources to dangerous sink apis across java, aspnet, php, perl, and javascript, using signature scanning and line-by-line review to identify sql injection, xss, path traversal, command injection, and hardcoded credentials. produces cwe-mapped findings reports.

bookforge-diagnose-taking-control-gaps detects foil RFPs, classifies rep behavior across passive/assertive/aggressive spectrum, identifies three named control misconceptions, and produces a diagnosis with ordered next actions tied to deal evidence.

bookforge-prospecting-ratio-manager diagnoses pipeline health against three universal laws from fanatical prospecting, calculates required daily activity targets using close rate math, and produces a dashboard plus fillable daily tracker. targets sdrs, bdrs, and quota-carrying reps who suspect a volume or consistency problem beneath quota slips.

bookforge-startup-critical-path-planning guides founders to collapse multi-priority chaos into a single quantified traction goal and ordered dependency chain of necessary milestones. produces three markdown artifacts: critical path, exclusion log, and cascade to departments.

source-incorporator guides writers through three-stage source integration: selecting quote, paraphrase, or summarize via decision tree; applying one of three integration methods; framing evidence with relevance statements; and auditing for five inadvertent plagiarism mechanisms before submission.

bookforge-startup-traction-strategy-by-phase diagnoses which growth phase a startup occupies (I: product fit, II: marketing fit, III: scaling) and prescribes phase-appropriate traction channels and time allocation. targets founders deciding between product and customer acquisition effort.

bookforge-legacy-code-change-algorithm guides developers through a systematic 5-step process to safely modify untested production code by classifying changes, identifying test points, breaking dependencies, writing characterization tests, and implementing changes with continuous test feedback.

extract responsibilities from oversized classes using feathers' 7 heuristics and feature sketches, producing an incremental extraction plan tied to the current change.

bookforge-customer-lifetime-value-growth covers five levers for growing existing customer revenue: price increases, point-of-sale upsells, product ascension ladders, purchase frequency systems (reminders, vouchers, subscriptions), and lapsed customer reactivation campaigns. includes baseline clv calculation, lever-by-lever audit, and 90-day sequencing template.

bookforge-authentication-security-assessment provides systematic behavioral and code-review methodology for identifying design and implementation flaws in web application login mechanisms, spanning password policy, brute-force resistance, enumeration, and credential transmission across single-stage and multistage authentication flows.

bookforge-tailor-pitch-by-stakeholder adapts a commercial teaching pitch to each buyer role using functional bias cards, then sequences stakeholder conversations to build consensus before reaching decision-makers, avoiding premature c-suite elevation.

data-organization-refactoring covers the full catalog of fowler chapter 8 refactorings for fixing primitive obsession, data clumps, and structural anti-patterns. selection framework and early mechanics are clear; execution guidance becomes incomplete mid-skill.

bookforge-code-smell-diagnosis maps all 22 fowler code smells to specific refactoring prescriptions with context-aware branching. it diagnoses structural problems in existing code and prioritizes fixes, but stops before execution.

bookforge-prospecting-time-block-planner maps buyer availability windows to a rep's calendar, calculates dollar value per selling hour, and installs a distraction-elimination protocol across golden/platinum time blocks with a weekly template.

bookforge-balanced-prospecting-cadence-designer provides channel-mix percentages and weekly cadence templates tuned to seller situation (tenure, geography, deal complexity). outputs explicit percentages and daily templates to counter single-channel obsession, grounded in fanatical prospecting methodology.

bookforge-type-code-refactoring-selector guides routing of type code elimination across three structural paths (class, subclasses, state/strategy) and executes the chosen path mechanics. covers preconditions, decision tree, and partial procedures for paths a and b.

bookforge-spin-discovery-question-planner structures pre-call discovery preparation using Rackham's SPIN methodology, emphasizing the 3-step Implication chain workflow (problem, consequences, questions) to move from Implied to Explicit needs in large B2B sales.

reference catalog for fowler's 11 enterprise base patterns, identifies which pattern solves a described problem, and produces design notes with implementation sketches. routes non-base-pattern queries to appropriate selectors.

bookforge-application-logic-flaw-testing provides a structured taxonomy of 12 business logic vulnerability patterns (encryption oracle, parameter removal, workflow skip, session poisoning, race conditions, et al.) mapped to owasp and cwe standards. covers reconnaissance, pattern application, and findings documentation for authorized penetration tests.

bookforge-conversation-sourcing-planner creates a ranked, multi-channel outreach strategy for reaching target customers via cold email, warm intros, immersion, events, and teaching. uses a five-element framing formula to construct outreach messages that avoid sales-pitch dynamics.

classifies negotiation counterparts into three communication archetypes (analyst, accommodator, assertive) using behavioral signals, then generates type-matched adaptation strategies covering tempo, information delivery, relationship style, and projection risks.

bookforge-web-application-hardening-assessment provides a four-domain framework for evaluating web application defensive posture across input validation, information disclosure, architecture, and server hardening. scope and methodology are well-articulated; execution steps lack concrete actionable granularity and failure-mode awareness.

bookforge-session-management-security-assessment provides systematic testing for session token generation and handling weaknesses across a defined taxonomy. procedure is granular but incomplete, lacking closure criteria and explicit failure mode recovery paths.

bookforge-source-evaluator provides a two-pass active reading protocol for triaging research sources by relevance and reliability, extracting arguments and identifying agreements or disagreements within a field's literature.

bookforge-classify-rep-profile administers CEB's validated 10-statement self-diagnostic to classify sales reps against five behavioral profiles and score Teach/Tailor/Take-Control subscales. outputs a structured assessment with profile classification, thresholds, and prioritized development recommendations grounded in a 6,000-rep empirical study.

bookforge-nash-equilibrium-analyzer finds stable strategy outcomes in simultaneous-move games through payoff matrix construction, dominated strategy elimination, best-response mapping, and mixed-strategy calculation using the indifference principle. applies to pricing decisions, competitive bidding, and zero-sum conflicts requiring equilibrium identification.

entry point skill for strategic game classification that diagnoses game type (sequential vs. simultaneous, zero-sum vs. non-zero-sum) and routes users to specialized game-theory skills. covers named game patterns including prisoners' dilemma, chicken, coordination, and assurance games.

bookforge-data-access-anti-pattern-auditor detects six classes of persistence anti-pattern (N+1, identity trap, AR/DM mismatch, serialized LOB overuse, meaningful keys, business logic in gateways) and produces a prioritized inventory with code location and remediation guidance.

bookforge-enterprise-architecture-pattern-stack-selector routes domain-logic, persistence, and web-presentation layer decisions through fowler's peaa framework, producing a consolidated pattern stack decision record with per-layer rationale.

this skill routes enterprise application subsystems to one of three domain logic patterns (transaction script, domain model, table module) and decides service layer thickness, using complexity and team experience as routing signals. it pairs architectural decision-making with anti-pattern detection and produces a decision record.

bookforge-calibrated-questions-planner generates situation-specific banks of open-ended strategic questions for negotiations, sales calls, and difficult conversations. organizes questions by information type (value-revealing, stakeholder discovery, deal-killing issues) with follow-up labels and deployment sequencing.

bookforge-plan-challenger-model-rollout structures a staged challenger model rollout using grainger's pilot framework, star/core/laggard sequencing, and four parallel workstreams (training, tools, coaching, manager enablement). produces a detailed 12-month rollout plan artifact with adoption waves, attrition expectations, and behavioral certification targets.

backward-reasoning-game-solver applies backward induction to sequential-move games with perfect information and finite horizons. it constructs game trees, resolves optimal play via backward folding, and delivers winning strategies with equilibrium outcomes. covers combinatorial games via the k+1 formula and risk sequencing for multi-stage decisions.

bookforge-structured-reflection-protocol provides a bounded framework for converting recent experiences into durable learning via four elaboration questions, three output formats, and targeted prompts. applies across domains and roles without requiring external tools beyond basic writing.

bookforge-call-reluctance-diagnostic identifies prospecting blockers (procrastination, perfectionism, paralysis) through symptom inventory and seven-mindset baseline scoring, then prescribes a failure-mode-specific one-week intervention plan. designed for sdrs and bders stuck in low-activity patterns.

bookforge-prisoners-dilemma-resolver diagnoses multi-player conflicts as prisoners' dilemmas versus coordination problems and designs cooperation mechanisms from a resolution menu including repeated play, tit-for-two-tats, escrow, linkage, reputation systems, third-party enforcement, and ostrom commons governance. produces a structured cooperation design plan with payoff assessment and implementation checklist.

bookforge-ackerman-bargaining-planner generates a 4-stage offer sequence with computed dollar amounts, scripted phrases, and fairness responses for price negotiations where the user is the buyer. covers salary, procurement, real estate, and vendor negotiations using the ackerman model to signal credible commitment and avoid common mistakes like splitting the difference.

bookforge-distribution-boundary-designer guides teams through deciding whether to distribute a system, where to draw service boundaries, and how to implement them using Remote Facade and DTO patterns grounded in Fowler's First Law of Distributed Object Design.

question-importance-prioritizer helps founders surface hidden business risks and extract the top 3 conversation goals before customer discovery, classifying them as market or product risks to focus validation effort on what actually matters for survival.

bookforge-server-side-injection-testing covers detection and exploitation of os command injection, path traversal, file inclusion, xxe, soap, parameter, and smtp injection vulnerabilities. maps to seven cwe classes and includes filter bypass techniques.

bookforge-web-application-attack-surface-mapping provides a structured reconnaissance methodology for enumerating application content, entry points, and technologies during authorized security testing. covers spidering, hidden content discovery, and entry point cataloging but lacks concrete decision criteria and recovery paths for incomplete data.

bookforge-auction-bidding-strategist applies game-theoretic bidding rules across five auction formats, providing format-specific optimal bid calculations and winner's curse diagnostics for private and common-value settings.

bookforge-spin-skill-practice-coach builds a personalized multi-week SPIN practice curriculum with account-risk segmentation and retry budgets, applying Rackham's learning rules to convert methodology knowledge into reflexive questioning behavior.

bookforge-learning-calibration-audit identifies cognitive distortions inflating confidence in learning mastery and prescribes matched calibration instruments. covers diagnosis of seven distortion types, instrument selection, and a three-step testing cycle to align self-assessment with actual performance.

bookforge-client-side-attack-testing catalogs client-side trust anti-patterns and user-targeting vulnerabilities in web applications, with detailed procedures for bypassing HTML controls, testing CSRF and clickjacking, and analyzing browser extension traffic. structured but incomplete in failure modes and decision logic.

bookforge-web-application-penetration-testing-methodology provides a 13-area framework for coordinating authorized web app security assessments. it delegates to domain-specific skills and accumulates findings, but lacks concrete decision logic and clear output contracts between phases.

bookforge-black-swan-discovery maps hypothesized hidden constraints, worldview mismatches, and undisclosed agendas in stalled negotiations by auditing counterpart behavior for irrationality signals, then generates targeted investigation questions and leverage inventory to surface deal-blocking unknowns before making offers.

bookforge-fab-statement-classifier audits seller content against rackham's strict feature-advantage-benefit definitions, surfacing the pattern where advisors label advantages as benefits. includes a 10-item self-test quiz.

bookforge-information-asymmetry-strategist maps four mechanisms (signaling, screening, signal jamming, countersignaling) to diagnose and resolve information asymmetry in strategic interactions. applies cost-difference tests and bayes' rule to design credible signals or self-selecting menus and identify equilibrium type.

bookforge-research-problem-framer converts a research question into a framed problem statement by separating condition (knowledge gap) from consequence (why readers should care). covers pure vs applied research classification and the so-what cascade pressure test for significance validation.

skill diagnoses objection root causes by mapping customer pushback to seller behaviors (feature overuse, advantages without developed needs, premature solutions) using fab-sourced causal chains. outputs prevention plans for next call, not objection-handling scripts.

bookforge-customer-discovery-process orchestrates validation of business ideas through structured before-during-after customer conversations, delegating specialized tasks to sibling skills and producing a discovery dashboard to track validation progress.

redesigns corporate training programs around evidence-based mechanisms (spaced practice, interleaving, generation) using three templates (spiral curriculum, certification cycle, job rotation). audits current anti-patterns and produces session maps with retrieval protocols and evaluation criteria.

bookforge-author-commercial-teaching-pitch structures a six-step sales narrative (warmer through solution) grounded in the challenger sale methodology, but the procedure lacks implementation detail and assumes perfect upstream inputs without addressing failure modes.

bookforge-strategic-commitment-designer guides users through classifying and executing credible strategic moves (commitments, threats, promises) using game theory and eight credibility mechanisms. it teaches when to apply each move type and how to avoid renegotiation collapse.

bookforge-customer-experience-systems-design guides small business owners through documenting four core systems (marketing, sales, fulfillment, administration) to eliminate owner dependency, build repeatable processes via checklists, and design memorable customer experiences through touchpoint innovation.

bookforge-closing-attitude-self-assessment administers a 15-item validated scale from SPIN Selling research, scores it against selling context (deal value, buyer sophistication, relationship type), and delivers a context-aware verdict with remediation guidance. empirically grounded in Rackham's research on closing effectiveness across sale types.

bookforge-empathic-summary-planner guides preparation of active listening and emotional validation scripts for high-stakes conversations by mapping counterpart worldview, selecting listening techniques, and drafting paraphrase-plus-label summary statements designed to trigger genuine agreement signals.

Write a complete cold prospecting email — subject line, body, and send-time recommendation — using Blount's AMMO planning framework and Hook-Relate-Bridge-As...

Navigate any gatekeeper situation — choose bypass vs befriend, apply the right technique, and draft scripts that pass the anti-manipulation check. Trigger th...

Plan a Hub-and-Spoke in-person prospecting route for a field sales day — mapping drop-by prospect visits around preset appointments to eliminate random drivi...

Craft or repair a prospecting message for any channel using the WIIFM → Bridge → Because → Ask framework from Blount's Fanatical Prospecting. Trigger this sk...

Set the correct primary, secondary, and tertiary objective for any prospecting touch — before you make the call, send the email, or walk in the door. Use thi...

Plan and execute a multi-touch social selling strategy that builds familiarity across LinkedIn, Twitter, and other social channels — layered on top of phone...

Design or redesign any course, class, or training session using evidence-based instructional principles. Use this skill when a teacher, instructor, or instru...

Diagnose fixed vs growth mindset patterns and design a deliberate practice protocol for expertise development. Use when someone wants to develop expertise in...

Audit any set of study habits, training program, or course design for ineffective learning practices and replace them with evidence-based alternatives. Use t...

Design a concrete practice schedule that will actually make learning stick — not just feel productive. Use this skill when the user is preparing for a test,...

Verify whether a counterpart's agreement is a real commitment or a polite escape. Use when someone asks "how do I know if they really mean yes?", "they agree...

Build a complete Negotiation One Sheet — a five-section preparation document that covers your aspirational goal, a counterpart-validating situation summary,...

Select and apply the correct refactoring for complex or tangled conditional logic. Use when: a method has a complicated if-then-else that obscures why branch...

Decompose long, tangled methods into clean, composable units using the 9 composing-method refactorings from Fowler's catalog. Use when: a method has grown to...

Optimize code performance by first refactoring to a well-factored structure, then running a profiler to find actual hot spots, and applying targeted optimiza...

Assess whether a codebase situation warrants refactoring and determine the right approach before any structural changes begin. Use this skill when a develope...

Choose the right data access pattern — Table Data Gateway, Row Data Gateway, Active Record, or Data Mapper — for a persistence layer. Use when asked "should...

Implement Lazy Load (deferred loading) correctly in a persistence layer to avoid N+1 queries, ripple loading, and proxy identity traps. Use when encountering...

Object-relational mapping structural patterns guide. Use when designing or auditing how domain objects map to relational tables — identity fields, foreign ke...

Select the right web presentation pattern combination for any server-side web layer under design or refactor. Covers MVC (Model View Controller) decompositio...

Draft Benefit statements that link product capabilities to specific customer-expressed Explicit Needs. Use this skill when preparing follow-up emails, propos...

Classify whether a sales call outcome was an Order, an Advance, a Continuation, or a No-sale — and flag when the seller has misread a Continuation as success...

Plan the specific commitment to target on a B2B sales call, and script how to obtain it without using closing pressure. Use this skill when someone asks "how...

Classify customer statements from sales calls as Implied Needs (problems, difficulties, dissatisfactions) or Explicit Needs (wants, desires, intentions to ac...

Wrap a structured Plan-Do-Review learning loop around any B2B sales call. Use this skill when someone says 'prep me for tomorrow's call with [company]', 'rev...

Use when selecting advertising media channels, calculating Customer Acquisition Cost (CAC) per channel, deciding whether to stop, measure, or scale each chan...

Classify every customer into one of four archetypes — Tribe, Churners, Vampires, or Snow Leopards — score your customer base using Net Promoter Score (NPS),...

Use this skill to construct a complete, irresistible offer using an 8-element checklist (Value, Language, Reason Why, Value Stack, Upsells, Payment Plan, Out...

Use this skill to design a complete lead nurture system for a small business. Triggers when a user wants to set up a nurture sequence, email sequence, drip c...

Use this skill to craft a differentiated Unique Selling Proposition (USP), write a Problem/Solution/Proof elevator pitch, and engineer headlines that activat...

Build a marketing metrics dashboard tracking the 7 key numbers every small business must measure: Leads, Conversion Rate, Average Transaction Value (ATV), Br...

Use this skill to build, assemble, or audit a complete 9-square 1-Page Marketing Plan canvas for any small or medium business. Triggers when a user asks to c...

Design an active referral system for a small business. Use this skill when you want to get more referrals, build a referral system, stop relying on word of m...

Design and diagnose incentive contracts for situations where effort is unobservable (moral hazard). Use this skill when a user needs to motivate a contractor...

Apply the complete game-theoretic bargaining framework to any negotiation. Use this skill when a user needs to structure a negotiation, determine who has lev...

Analyze, design, or defend against voting system manipulation. Use this skill when a user needs to evaluate how a voting or election procedure will behave st...

Audit an existing sales pitch, deck, or call transcript against the Commercial Teaching rubric. Use this skill when you want to review your deck, diagnose wh...

Anticipate, acknowledge, and respond to reader objections and alternative views in a research argument. Use this skill when the user has a draft argument or...

Select the correct graphic type (table, bar chart, line graph) for a dataset and rhetorical goal, then design and frame it to communicate evidence clearly an...

Draft a complete research introduction and matching conclusion using the Context→Problem→Response architecture. Use this skill when the user has a framed res...

Build a storyboard-based plan for a research paper and turn it into a first draft. Use this skill when the user has assembled a research argument — a main cl...

Test the warrants in a research argument — the general principles that connect reasons to claims. Use this skill when a reader might accept a reason as true...

Evaluate whether a customer meeting produced real interest or just polite enthusiasm by classifying commitment signals into time, reputation, and money curre...

Analyze customer conversation notes or transcripts after a meeting to classify every statement as fact, compliment, fluff, or idea — separating real signal f...

Choose the right conversation format — casual chat, scheduled meeting, or phone/video call — for a customer discovery interaction. Use this skill whenever th...

Design free tools and micro-sites that acquire customers through engineering effort rather than ad spend. Use whenever a founder or marketer wants to build a...

Design startup sales processes using SPIN Selling, A/B/C lead tiering, PNAME qualification, and sales funnel design. Use whenever a founder or sales lead is...

Design and run cheap validation tests for customer acquisition channels before committing budget. Use whenever a startup founder, growth marketer, or product...

Design and measure viral growth loops using the viral coefficient (K-factor), viral loop type taxonomy, and cycle time optimization. Use whenever a startup f...

Systematically test web application access controls for broken authorization vulnerabilities. Use this skill whenever: performing a penetration test or secur...

Detect, exploit, and remediate cross-site scripting (XSS) vulnerabilities across all three varieties — reflected, stored, and DOM-based — in web applications...

Trace the blast radius of a legacy code change and produce a test placement plan with pinch points. Use whenever a developer needs to decide WHERE to write t...

Write tests that pin down the actual current behavior of untested legacy code as a safety net for change. Use whenever a developer needs to create a regressi...

Select and execute the right dependency-breaking technique from Michael Feathers' catalog of 24 named techniques (Part III of Working Effectively with Legacy...

Add new functionality to untested legacy code using Sprout Method, Sprout Class, Wrap Method, or Wrap Class — whichever best fits the dependency profile. Use...

Diagnose any legacy-code situation in plain language and route to the right technique. Use as the FIRST skill when a developer has a vague or specific compla...

Isolate third-party library dependencies behind thin wrapper interfaces to break vendor lock-in and enable testing. Use whenever a developer has direct calls...

Decompose a very large method (100+ lines, deeply nested) safely using automated refactoring and Feathers' Bulleted/Snarled classification. Use whenever a de...