The Briefer
tools/briefer.md
Given an institution or system, produces a structural diagnosis with prognosis, compound dynamics, and conditional predictions across three time horizons.
btc-talk
tools/btc-talk.md
Takes a Bitcoin governance discussion and delivers a diagnosis of reasoning pathologies grounded in quoted evidence, tiered challenger tests, and bidirectional fairness checks.
The Cabinet
tools/cabinet.md
On load, becomes a filing clerk that reads your workspace schema, classifies documents, routes them to correct directories, and maintains frontmatter and naming conventions.
CoC Blocker
tools/coc-blocker.md
Transforms conversations into a dossier of ISO Code of Conduct violations with attributed quotes, severity ratings, cross-source patterns, and an amplification map.
Vauban the Converger
tools/converge.md
Given a goal, produces either an architecture of inevitability that survives adversarial testing at every step, or an honest stop-and-redirect when the goal cannot be made inevitable.
The Diligence
tools/diligence.md
Writes a hire/hire-with-conditions/avoid verdict from a firm's public record, 30 diagnostic tests, and compound risk analysis.
The Dramaturg
tools/dramaturg.md
Takes prose and delivers a catalog of machine-generated syntactic patterns with keep/rewrite verdicts, or rewrites the text directly with each edit checked by an internal quality gate.
The German
tools/german.md
Transforms a tool specification into a scored audit of 65 structural rules with specific edits prescribed for each failure.
The Consultant
tools/hubris.md
Given a person who holds power, produces a clinical hubris syndrome assessment scored against Owen's fourteen criteria.
Adaptive Interview Generator
tools/interview.md
Transforms a role description into a reusable AI interview protocol with scenario templates, scoring rubrics, and a state machine.
The Mentographist
tools/mentograph.md
Takes a willing subject through a story-walk conversation and delivers a verbatim timestamped transcript capturing how they think.
The Nash Equilibrium
tools/nash.md
Writes a structured game-theory document - players, moves, payoffs, equilibria - from freeform conversation about strategic interactions.
The Prompt Normalizer
tools/normalize-prompt.md
Given a prose tool definition, produces a machine-parseable pipeline spec with typed state fields and a dependency DAG.
The AI Reasoner
tools/ai-reasoner.md
Takes an argument about whether LLMs can reason and delivers a steelmanned rebuttal from the position that reasoning is interpolation of learned patterns.
Refine Plan
tools/refine-plan.md
Rewrites a plan through three passes - number, audit, compress - into a tighter version of itself.
The Research Desk
tools/research.md
Given a knowledge gap, produces a research brief with sourced finding cards from parallel web foragers.
The SIGINT Analyst
tools/sigint-analyst.md
Takes intercepted communications and delivers a dual-hypothesis intelligence report weighing civilian good faith against political tradecraft.
The Staker
tools/staker.md
Generates a stakeholder analysis report on any institution, organization, or cohort.
The Pedagogue
tools/tutor.md
Transforms a learning goal into a chain of self-contained tutor files, each carrying a real teacher's voice, strict milestones, and vetted URLs.
The Voice
tools/voice.md
Given a name, produces a self-contained voice file that, when loaded, speaks as that person - vocabulary, emotional architecture, life arc, and all.
Boost Library Review
tools/code/boost-review.md
Given a C++ library repository, produces a competitive design review scored against historical Boost rejection patterns.
The Jannie
tools/code/code-cleanup.md
Takes source code and delivers a numbered repair list where each entry is a two-sentence diagnosis and fix.
Code Review
tools/code/code-review.md
Transforms source files into a challenge-hardened review report with findings sorted by must-fix, should-fix, and nice-to-have.
The Reviewer
tools/code/lib-review.md
Writes a quality-verdicted design diagnosis from an open-source project's source code, domain context, and competitive landscape.
Advocatus Diaboli
tools/wg21/advocatus.md
Given a WG21 paper, produces a sealed tribunal verdict with surviving objections, certified strengths, and a citation resolution table.
The Arno
tools/wg21/arno.md
Transforms a WG21 paper into a severity-ranked readability and argumentation findings report.
Assay
tools/wg21/assay.md
Takes a WG21 proposal and delivers a thesis-derived structural verdict with compound dynamics, citation verification, and per-lens findings.
The Auditor
tools/wg21/auditor.md
Writes a compliance-checked paper and an inspection report from a WG21 manuscript's raw markdown.
The Herald
tools/wg21/herald.md
Given a name in WG21, produces a heraldic pedigree with order, rank, epithets, and a sealed verification from the public record.
Is This C++?
tools/wg21/is-this-cpp.md
Given a C++ proposal, produces a scored verdict on whether it embodies the language's design principles.
The Papersmith
tools/wg21/papersmith.md
Transforms raw evidence and a committee question into a fully forged WG21 paper with verified citations, campaign strategy, and controlled voice.
Reform Reviewer
tools/wg21/reform-reviewer.md
Takes a reform document and delivers a green/red framing report with rewrites and a verdict.
Review Paper
tools/wg21/review-paper.md
Writes a feedback report from a committee paper by testing every claim against gathered evidence and a multi-tier challenge process.
The Room
tools/wg21/room.md
Given any institutional discussion, produces a structural-dynamics diagnosis through six analytical lenses and an eight-tier challenger.
Scribe
tools/wg21/scribe.md
Transforms a raw transcript into two-layer minutes - executive summary for the chair, full attributed record for the implementer.
Summarize Papers
tools/wg21/summarize-papers.md
Takes a source folder of papers and delivers a campaign briefing plus a public reading-guide paper with per-paper and aggregate summaries.
The Table Read
tools/wg21/table-read.md
Given an author's communication, produces three-audience reaction predictions with blind spots, polarization assessment, and a self-check on cost.
The Threadalyzer
tools/wg21/threadalyzer.md
Writes a trip report from proceedings by cataloging each delegate's rhetorical patterns, the technical-to-political ratio, and a counterfactual verdict.
Tighten
tools/wg21/tighten.md
Takes a bloated document and delivers the same document at half the line count with voice preserved.
The Vasa
tools/wg21/vasa.md
Given cross-room committee material, produces a coherence report measuring which of Stroustrup's 24 structural principles are under stress.
Chud Whisperer
tools/wg21/retired/chud-whisperer.md
On load, becomes a Discord-native senior C++ engineer who drops deep technical knowledge in bro-casual register while trash-talking the committee and recommending Boost anyway.
Dry Sorter
tools/wg21/retired/dry-sorter.md
On load, becomes a terse, deadpan C++ expert who corrects you in fewer words than you used to be wrong.
Grand Chamberlain
tools/wg21/retired/grand-chamberlain.md
Given a political landscape with shifting factions, produces a survival strategy built on reframing weakness as principle, outlasting opponents through delay, and making the audience believe the outcome was their idea.
Legendary Lecturer
tools/wg21/retired/legendary-lecturer.md
Takes a technical dispute and delivers a complete pedagogical model that walks the audience through Socratic questions, war stories, and axioms until they derive the answer themselves.
Plovdiv Assassin
tools/wg21/retired/plovdiv-assassin.md
Transforms a flawed argument into a one-sentence kill - concrete counterexample, logical trap, or working code - then stops talking.
Shenyueguan
tools/wg21/retired/shenyueguan.md
Given a committee paper, produces a formal multi-phase review record with verified citations, adversarial self-challenge, and a sealed verdict of approved, returned, or deferred.
Der Werkprüfer
tools/wg21/retired/werkprufer.md
Writes a German-flavored formal inspection report - complete with Werkmeister counter-challenge and Prufsiegel verdict - from a committee paper's claims tested against public evidence and author testimony.
WG21-Host
tools/wg21/retired/wg21-host.md
Takes evidence and arranges it so the reader draws the conclusion in the white space between paragraphs, feeling smart rather than argued at.
WG21-Lawyer
tools/wg21/retired/wg21-lawyer.md
Given a technical position and its evidence, produces a precision-formatted persuasive paper that frames the argument, quotes the opposition into agreement, and writes the straw polls the room wants to pass.
WG21-Notary
tools/wg21/retired/wg21-notary.md
Transforms a specification into a record of verified exhibits - quotes checked character by character, code traced to repositories, facts placed adjacent - where the reader's own conclusion is the only verdict delivered.
WG21-Persuader
tools/wg21/retired/wg21-persuader.md
Given a proposal, produces a coalition strategy that maps the room's existing positions, decomposes the ask into independently agreeable steps, and makes consensus feel like the committee's own idea.
WG21-Scribe
tools/wg21/retired/wg21-scribe.md
Writes a sourced, neutral committee paper - evidence presented, tradeoffs named, contributors credited, nothing recommended - from a design question or specification gap.
WG21-Supplicant
tools/wg21/retired/wg21-supplicant.md
Transforms a request to a WG21 authority into a precisely calibrated diplomatic message that the recipient simply reads as "what a polite email."
WG21-Vintner
tools/wg21/retired/wg21-vintner.md
Takes a body of evidence and bottles it as a patient, zero-ask informational paper that sits in the committee record demanding nothing, expiring never, and delegating all conclusions to the reader.
The Audit
tools/novelist/audit.md
Given a story bible, produces per-chapter findings on density, structure, constraint compliance, continuity, and schema.
The Critic
tools/novelist/critic.md
Takes a manuscript and delivers a four-pillar book review with an audit trail of every craft question asked.
The Edit
tools/novelist/edit.md
Transforms a flagged chapter into a tightened one where only unambiguously better changes survive.
The Novelist
tools/novelist/novelist.md
Writes structured story bibles from manuscripts or conversation, then authors chapters against them.
The Workshop
tools/novelist/workshop.md
Walks a chapter through an interactive flag-by-flag session where the author writes every fix and the tool attacks every insertion.
Pen of William Gibson
tools/novelist/pen/pen-of-william-gibson.md
On load, becomes William Gibson's prose voice.
Writing Instructions
tools/novelist/prompt/anti-tic.md
Constrains every sentence against thirty-plus forbidden AI writing patterns.
Reviser
tools/novelist/prompt/remove-tic.md
Takes a draft chapter and delivers a clean revision with tics removed and dead weight cut.
Architect
tools/novelist/prompt/structure.md
Transforms a chapter specification into a scaffold of beats, omissions, register shifts, and silences.
Writer
tools/novelist/prompt/system.md
On load, becomes the prose renderer that converts bible specs into chapter fiction.
Novelist Tools
tools/novelist/CLAUDE.md
Guards the novelist pipeline by mapping every tool coupling so no change silently breaks another.
The Voice
tools/voice.md
Given a name, produces a self-contained voice file that, when loaded, speaks as that person - vocabulary, emotional architecture, life arc, and all.
Voice of Carl Gustav Jung
tools/voice/voice-of-carl-jung.md
On load, becomes Jung - analytical psychologist who speaks through semicolon-cascades, qualifying pivots, and mythic overlays drawn from alchemy and the collective unconscious.
Voice of Elias Canetti
tools/voice/voice-of-elias-canetti.md
On load, becomes Canetti - the anatomist of crowds and power who speaks in sovereign declarations, paratactic stacks, and body-to-politics analogies.
Voice of Franz Kafka
tools/voice/voice-of-franz-kafka.md
Transforms the model into Kafka - the Prague clerk who writes through chain-buts, hypotactic nests, and self-prosecution, placing himself at the bottom of every scale he constructs.
Voice of Ludwig von Mises
tools/voice/voice-of-ludwig-von-mises.md
On load, becomes Mises - the Austrian economist who speaks in adversative pivots, chain-deductions, and apodictic certainties defending the unhampered market.
Voice of Niccolò Machiavelli
tools/voice/voice-of-niccolo-machiavelli.md
Writes every response as Machiavelli - the exiled Florentine secretary who chains clauses with antithesis pairs and escalates every anecdote to a permanent law of politics.
Voice of Friedrich Wilhelm Nietzsche
tools/voice/voice-of-nietzsche.md
On load, becomes Nietzsche - the philologist-philosopher who speaks through dash-pivots, anaphoric chains, and mock-grandiosity, elevating every observation to superlative principle while undercutting it with comic domesticity.
Voice of Sigmund Freud
tools/voice/voice-of-sigmund-freud.md
On load, becomes Freud - the Viennese conquistador of the unconscious who builds arguments through hedge-then-assert and epistemic layering, landing paragraphs on a single aphoristic sentence.
Voice of Thomas Jefferson
tools/voice/voice-of-thomas-jefferson.md
Transforms the model into Jefferson - the Virginia polymath who suspends main clauses behind sixty words of subordination and drops axioms as self-evident premises.
Voice of Alexis de Tocqueville
tools/voice/voice-of-tocqueville.md
On load, becomes Tocqueville - the aristocratic liberal who analyzes democracy through antithesis-pivots and concession-ratchets with composed melancholy about equality's cost.
Voice of Wilfred Ruprecht Bion
tools/voice/voice-of-wilfred-bion.md
Writes every response as Bion - the tank commander turned psychoanalyst who teaches through progressive analogies and devastating questions, certain only that he does not understand.
Voice of William Gibson
tools/voice/voice-of-william-gibson.md
On load, becomes Gibson - the author-consciousness who renders emotion as body-event, character as pocket-dump, and technology as surface texture across four era registers.
The Tutor: Applied Async Concurrency Patterns
tools/tutor/tutor-async-concurrency-patterns.md
Given a developer, produces mastery of asyncio gather, semaphore-capped fan-out, and error-classified resilience through 8 milestones in David Beazley's voice.
The Tutor: pydantic_ai-Orchestrated LLM Pipelines
tools/tutor/tutor-pydantic-ai-orchestration.md
Transforms a prepared developer into a practitioner of pydantic_ai pipeline orchestration across 8 milestones in Samuel Colvin's voice.
The Tutor: Pydantic v2 Data Modeling
tools/tutor/tutor-pydantic-v2-modeling.md
Takes a developer and delivers mastery of Pydantic v2 through 7 milestones in Raymond Hettinger's voice with no advancement without demonstrated understanding.
المُعلِّم: بايثون للمبتدئين
tools/tutor/tutor-python-for-beginners-arabic.md
Writes a complete Python foundation in Modern Standard Arabic across 7 mastery-gated milestones in Mosh Hamedani's voice.
The Tutor: Python for Beginners
tools/tutor/tutor-python-for-beginners.md
Given an absolute beginner, produces a working Python programmer through 7 milestones in Mosh Hamedani's patient contrast-based voice.
Interview Protocol: Entry-Level Agentic Pipeline Engineer
tools/interview/interview-agentic-pipeline-engineer.md
Takes a candidate through a 4-state adaptive interview scoring 10 cognitive dimensions, then produces a structured assessment with composite score and hiring signal.
Interview Protocol: Python Pipeline Developer
tools/interview/interview-python-pipeline-developer.md
Transforms a candidate conversation into a structured assessment report scoring 9 weighted dimensions through adaptive scenario generation.