sphinxstack is a working library of skills for Codex, Claude, Copilot,
Gemini, and Cursor. Each skill gives an agent a method for one kind of work.
Skills can refer to other skills; together, they form the skills layer of an
agent's brain.
A skill tells the agent where to start, which
steps to follow, which rules apply, and what must be true before the work is
complete. New to the idea? What is a skill?
explains it from zero.
Every skill enters the catalog in a reviewed
cohort of at most 25, with an explicit finish
and evidence another person can check.
The newest procedures added to the library, listed in publication order.
Installs count successful loads of the raw SKILL.md file.
455 skill loadssince 16 July 2026
Get started with PartModeGuide a first-time CAD user through opening PartMode, choosing a blank project or editable template, reading the workspace, and saving an editable project.Proof: The person has identified History, Bodies, Parameters, CFG, and Inspector
0 skill loads
Sketch and dimension in PartModeCreate and verify a closed PartMode sketch with exact dimensions and constraints.Proof: Inspector verifies that the sketch lies on the intended stable plane or face
0 skill loads
Extrude a part in PartModeTurn a closed PartMode profile into an exact extruded solid and verify its dimensions, body, and feature history.Proof: History verifies one intended Extrude feature at the expected position
0 skill loads
Use parameters in PartModeDrive related PartMode dimensions with named parameters, equations, functions, and explicit units.Proof: Independent inputs and derived dimensions have clear names and units
0 skill loads
Create a drawing in PartModeGenerate and verify an exact projected PartMode drawing from a settled part, assembly, or configuration.Proof: Drawing views come from a settled exact model and the intended configuration
0 skill loads
Prepare a part for 3D printing in PartModeVerify a PartMode solid and export a traceable 3MF or STL artifact for an independent slicer.Proof: The source PartMode bodies are exact and pass the agreed dimensional checks
0 skill loads
What is a skill?
A skill is a reusable set of instructions that teaches an AI agent how to
perform a specific kind of work. It records when the method applies, the order
of work, the rules to follow, and the evidence required before the task is
complete.
For example, the use-an-api skill tells the
agent to read documentation before writing code, keep credentials out of
version control, test failure cases, and verify the shipped feature.
How is a skill different from a prompt?
A prompt describes a task or desired result. A skill supplies a repeatable
method for completing it. Connect this app to an API requests an
outcome; the skill specifies how the agent should produce and verify it.
Because a skill is plain text, you can inspect it, revise it after a failure,
version it, and use it with another agent. Skills can also refer to other
skills, allowing several focused methods to support one project.
Each file includes a trigger, procedure, guardrails, and definition of done.
Skills are grouped by kind of work; choose the one that matches the task in
front of you.
Audit a resume after identity fraudAudit and restore a resume after identity fraud through claimant proof, account and document preservation, false-claim separation, public-surface correction, employer communication, and safe recovery.
Audit a resume for biasAudit a resume for language, structure, evidence, and disclosure choices that create avoidable bias or erase identity.
Audit an academic cv for public appointmentAudit an academic CV for public appointment through identity, output status, contribution, credential, grant, teaching, conflict, correction, and disclosure review.
Build systems that use data, APIs, automation, and accounts.
Add an application health checkAdd bounded liveness, readiness, and startup checks that reflect an application's ability to serve.
Add api rate limitingAdd API rate limits that protect constrained outcomes while preserving legitimate bursts and recovery.
Add database transaction boundariesAdd database transaction boundaries that protect stated invariants across reads, writes, concurrency, errors, and retries.
Add structured loggingAdd stable, privacy-safe structured events that explain important application decisions and failures without flooding storage.
Audit a build pipelineAudit a build pipeline for source provenance, dependency integrity, isolated execution, secrets, artifact reproducibility, signing, promotion, and evidence.
Audit a logging pipelineAudit a logging pipeline for source completeness, structure, loss, ordering, privacy, access, retention, integrity, cost, and retrieval.
Build, publish, measure, and improve work on the web.
Accessibility passAudit a live site for accessibility and fix what turns up.
Add analyticsAdd privacy-respecting visit counts to a live site.
Add search to a siteAdd site search with a defined content index, useful ranking, accessible interaction, privacy boundaries, and measured zero-result behavior.
Audit a third party web scriptAudit a third-party web script for purpose, provenance, loading, permissions, data flow, consent, security, performance, accessibility, failure, updates, and removal.
Audit a web analytics implementationAudit web analytics for event meaning, consent, identity, payload quality, duplication, loss, attribution, governance, and report reconciliation.
Audit a websiteAudit a website across real user journeys, content, accessibility, performance, search, analytics, security basics, and operational health, then produce a prioritized repair backlog.
Turn an idea into a project, club, channel, or first sale.
Assess reputation riskAssess stakeholder trust risk through evidence, impacts, scenarios, and response options.
Audit a vendor exit planAudit a vendor exit plan for assets, data, access, dependencies, continuity, rights, transition, deletion, verification, cost, and accountable acceptance.
Build an enterprise risk appetite processBuild an enterprise risk appetite process that connects strategy, obligations, capacity, tolerances, indicators, escalation, decisions, and review.
Build an operating cadenceBuild an operating cadence that connects decisions, metrics, risks, planning, delivery, and learning at appropriate intervals.
Choose an event venueCompare event venues against access, capacity, operations, risk, and total cost.
Draft, edit, publish, and send writing in the person's own voice.
Blog postWrite and publish one blog post on something the person knows.
Build a customer FAQCreate a customer FAQ from recurring evidence with concise answers, exceptions, actions, ownership, and review dates.
Build a knowledge base style guideBuild a knowledge-base style guide for task structure, terminology, evidence, accessibility, search, screenshots, errors, updates, and support boundaries.
Cold emailWrite one short honest email to a stranger, and send it.
Audit a complex formAudit a complex form across task flow, fields, conditional logic, validation, accessibility, save and resume, privacy, review, submission, and recovery.
Brand kitPut the person's colors, fonts, and usage rules on one page.
Check color contrastCheck color contrast across text, controls, focus, states, gradients, images, and themes.
Check touch target sizesCheck interactive target size, spacing, overlap, and reachability across touch and pointer contexts.
Record, edit, caption, and publish audio and video.
Archive a finished productionArchive a finished production with verified masters, sources, project files, metadata, rights, checksums, retention, and restore evidence.
Audit a digital asset libraryAudit a digital asset library for identity, duplicates, metadata, rights, consent, accessibility, quality, lineage, access, retention, and retrieval.
Build a shot listTurn a visual concept or script into an ordered, feasible shot plan with coverage, continuity, and production details.
Structure data, ask questions, and report what the evidence supports.
Analyze a support backlogMeasure a support backlog, identify customer and operational risk, and produce a capacity-aware recovery plan.
Analyze an experimentAudit and analyze a controlled product or business experiment, quantify uncertainty and guardrails, inspect segment risks, and write a decision-ready result.
Analyze budget varianceExplain actual-versus-budget differences using reconciled scope, timing, price, and volume drivers.
Analyze customer feedbackSynthesize interviews, surveys, reviews, support records, and sales notes into traceable themes, counterevidence, segments, and product decisions.
Analyze customer profitabilityAnalyze customer or segment profitability using net revenue, direct costs, cost to serve, and transparent shared-cost allocations.
Analyze revenue concentrationAnalyze revenue concentration across customers, related groups, products, channels, regions, and contracts with reconciled exposure and stress cases.
Handle first budgets, prices, invoices, and sales carefully.
Analyze product marginAnalyze product margin from reconciled net revenue and explicit direct, variable, and allocated cost rules across useful dimensions.
Audit recurring subscriptionsFind, classify, and review recurring charges using statements, receipts, contracts, and actual use.
Budget basicsBuild a budget from the person's real income and spending.
Build a capital budgetBuild a capital budget that compares alternatives through incremental cash flows, risk, capacity, dependencies, and post-investment accountability.
Build a rolling forecastBuild and maintain a rolling financial forecast from reconciled actuals, explicit operating drivers, scenarios, and measured forecast error.
Build a working capital dashboardBuild a working capital dashboard with governed definitions, cash-conversion drivers, aging, forecasts, ownership, drill-downs, uncertainty, and reconciliation.
Plan applications and study work without doing graded work for the student.
Analyze qualitative researchAnalyze qualitative research through documented familiarization, coding, comparison, reflexivity, theme development, negative cases, and traceable reporting.
Analyze quantitative researchAnalyze quantitative research with reproducible data checks, estimands, assumptions, uncertainty, sensitivity, and bounded interpretation.
Annotate a primary sourceAnnotate a primary source by separating observation, context, interpretation, uncertainty, provenance, and research relevance.
Appeal an academic decisionPrepare a factual academic appeal that follows the current policy, deadline, evidence rules, and requested remedy.
Audit a course for accessibilityAudit a course for accessibility across materials, platforms, teaching, assessment, communication, accommodations, and learner journeys.
Document how a business runs, then hand parts of it to an agent.
Choose what to measurePick a small set of operating measures for a business from the ones its published type already names, define each precisely, and record where the number comes from.
Find your missing recordsCompare the records a business actually keeps against the documents its published operating model lists, and produce a gap list with an owner for each gap.
Hand a department to an agentTake one department's skills from a documented business, load them into an agent as files, and set the boundary of what it may do without a person.
Map your business operating modelTurn an owner's working knowledge into a written operating model: skills, owners, records, and measures, starting from the closest published type on smbwiki.
Pick your business softwareTurn a documented operating model into a shortlist of software categories a business actually needs, ranked by the work they carry.
Write a business skillCapture how one operation really runs in the shape smbwiki publishes: steps with owners, records in and out, failure modes with early signals, and the boundary between what software can do and what stays human.
A project brief defines the work on which skills can be used. Each brief has
milestones, constraints, and a finish line sized to the depth of the build.
A project can use several skills, but it does not have to use all of them.
Each skill owns one procedure, leaves behind evidence, and recommends another
skill only when the project needs it. This is one possible sequence for taking
a web app from an idea to a resume entry.
A project brief describes something worth building. It is not a tutorial.
It supplies the shape of the project; skills supply the methods used to
complete each part.
The brief
Defines the problem, constraints, milestones, and finish line.
The skills
Provide repeatable procedures for planning, building, checking, and shipping.
Your agent
Loads the relevant skill, follows it with you, and verifies the result.
You
Supply the real context, make the decisions, and keep the finished artifacts.
Skills are one of four layers in a useful agent setup. The other layers
keep your methods attached to your preferences, your facts, and the checks
that should happen every time.
Identity
Your standing preferences, taste, and rules.
Memory
Facts about you, your work, and decisions already made.
Skills
Procedures the agent can load and run for a specific kind of work.
Reflexes
Checks that happen every time without needing to be requested.