Apply when decomposing a system, adding a module, or assigning parallel agent work. Wide at the system level, deep at the module level, shallow in directory nesting: each module…
Apply when writing or editing prose an agent reads (a SKILL.md, CLAUDE.md or AGENTS.md, a subagent brief, a plan, a PR description), when naming a concept, or when a word in the…
Apply when designing anything another party consumes: an API, a CLI, a tool schema, an error message, a config format, a skill.
Distributed systems principles — CAP, PACELC, consistency models (linearizable, causal, eventual, read-your-writes), consensus (Paxos, Raft), quorum, leader election, split-brain,…
Apply when you catch yourself writing the same instruction a second time, or notice a recurring correction.
Error handling principles — errors as values vs exceptions, error classification (transient/permanent/programmer), wrapping and context chains, sentinel vs typed vs coded errors,…
Apply before you trust, report, or act on a number you measured: a speedup, a regression, a throughput, a latency, or an eval result.
Apply when context is filling up: large outputs, long files, repeated reads, fan-out planning. Route bulk to subagents; keep summaries in the main thread, not raw payload — from…
Apply when designing commands, lifecycle steps, or processing loops that run amid crashes, restarts, and retries.
Apply when introducing a new internal API while old callers still exist. Migrate callers and delete the old API in the same wave instead of preserving compatibility layer — from…
Apply when writing stateful logic, or when code branches a lot or repeats a shape assumption across files. Encode the domain in a structure instead of scattered conditionals.
Apply when tempted to ask 'should I do X?' on reversible work. Proceed, present the result, let the human course-correct after the fact; reserve confirmation for irrevers — from…
Observability principles — logs vs metrics vs traces, structured logging, span/trace context, cardinality control, OpenTelemetry, SLI/SLO/SLA, RED method, USE method, alerting on…
Postmortem principles — blameless culture, root cause analysis (5 Whys, Fishbone), incident document structure, action-item discipline, MTTD/MTTR metrics.
Apply after completing a task, before declaring done. Verify against the real artifact, not a proxy or self-report. — from v1truv1us/ai-eng-system
Apply when integrating a new requirement into an existing design. Redesign as if the requirement had been a foundational assumption from day one, instead of bolting it on — from…
Release engineering: semver discipline, tag identity, rollout strategy, rollback planning, expand-contract for breaking changes, kill-switch, feature flag, release notes audience,…
Resiliency principles — fault tolerance, resilience, partial failure, blast radius, failure domains, bulkheads, resource isolation, graceful degradation, fail-fast vs fail-soft,…
Apply to multi-step work (sweeps, migrations, runs of similar edits) and to how you stack commits and PRs.
Synthesize invariant principles from 3+ sources — find the core that survives across all expressions.
Apply when designing types, reviewing a function signature, or writing code in any statically-typed language.
Provides coding principles, development guidelines, and safe-editing practices. Use when consulting best practices or design guidelines.
Use when a task needs the judgment of a Print Binding and Finishing Worker — deciding whether a fold will crack against paper grain, calculating saddle-stitch creep/shingling…
Design print-on-demand business strategies. TRIGGERS - Use when user needs help with print-on-demand-strategy related tasks.
Produces print-ready packaging with bleed, die lines, CMYK/Pantone profiles and material specs. Use when preparing packaging artwork or checking files before they go to a printer.
Generate a brief overview of changes in the current branch for a pull request summary
Load before building or checking a print file — bleed, dielines, ppi, CMYK, ink limits, spot, PDF/X.
Prepare documents for physical printing with correct colour, bleed, resolution, and fonts, so what prints matches what you designed.
Author print-quality SVG figures for books, reports, and exec-facing documents. Ships the canvas + typography grammar (viewBoxes, print-legibility floor with math, type hierarchy,…
Use when the user wants to create, design, or build a 3D model for 3D printing using OpenSCAD. Triggers on mentions of 3D printing, OpenSCAD, STL export, printable parts, or…
Create beautiful printable foldable greeting cards (birthday, thank you, etc.) as PDFs. Use when the user asks to make, design, or create a printable card, greeting card, birthday…
PrintAutopilot integration. Manage Organizations. Use when the user wants to interact with PrintAutopilot data.
Automate Printautopilot tasks via Rube MCP (Composio). Always search tools first for current schemas. — from general/automation
Printavo integration. Manage Organizations, Leads, Projects, Users, Goals, Filters. Use when the user wants to interact with Printavo data.
Show full details for a single SimplyPrint printer — temperatures, current job, recent prints, errors
Use when working with Printify — the print-on-demand REST API, catalog model (blueprints, print providers, variants, print areas), product creation and publish lifecycle to…
PHP 7.4 + MySQL 기반 인쇄 전자상거래 플랫폼(dsp1830.shop) 개발 가이드. 9개 품목(스티커, 전단지, 명함, 봉투, 카달로그, 포스터, 상품권, 자석스티커, 양식지), 실시간 가격계산기, 교정승인 시스템, KB에스크로 결제를 지원.
Use when a task needs the judgment of a Printing Press Operator — diagnosing whether a color drift is a dot-gain problem versus a general density problem, deciding whether…
PrintNode integration. Manage Printers, PrintJobs, Accounts. Use when the user wants to interact with PrintNode data.
Navigate the prints and multiples market — limited edition fractions (AP, HC, EA, PP, BAT), the major print techniques (lithograph, etching, silkscreen, woodcut, photogravure),…
Chat-driven weekly planning over Todoist. Use when the user asks to review priorities, plan a week, mark projects active/parked/waiting/someday/maintenance, add planning projects…
Compare existing approaches, catalog surfaces, and domain patterns before runx designs, drafts, or acts.
Patentanwälte: prior art fehler und meldepflicht - Kaltstart mit Faktenmatrix, Risikoampel und fehlenden Unterlagen; mit Live-Normencheck, Kammerlogik, Verhältnismäßigkeit,…
Patentanwälte: prior art fehler und meldepflicht - Kammerantwort mit Verfahrensstrategie, Tonlage und Belegplan; mit Live-Normencheck, Kammerlogik, Verhältnismäßigkeit, Belegplan…
Patentanwälte: prior art fehler und meldepflicht - Organisationspflichten, Prävention, Team-Anweisung und Fristenkontrolle; mit Live-Normencheck, Kammerlogik, Verhältnismäßigkeit,…
Standing pointer to the broader landscape of open-source agent harnesses, meta-harnesses, governance layers, multi-agent orchestrators, and usage/cost observability sidecars that…
Generates structured summaries of prior art references for patent prosecution, validity analysis, and freedom-to-operate assessments.
Generate professional prior authorization request letters for insurance companies with proper clinical justification and formatting.
When the user wants to design, build, integrate, or automate prior authorization workflows. Use when the user mentions "prior auth," "prior authorization," "PA," "pre-auth,"…
Write a persuasive prior-authorization / medical-necessity letter to an insurer. Use when asked to write a prior authorization letter, a letter of medical necessity, or to appeal…
Guides the Art. 36 prior consultation process when a DPIA indicates high residual risk that cannot be mitigated. Covers required documentation per Art.
Prior-art check before you build — does this idea already exist? Takes a project/tool/library idea, reframes it in the vocabularies different communities would use, searches where…
Priorität und Anmeldetag im Gebrauchsmusterrecht prüfen: Paris-Priorität, Patentbezug, Offenbarungsidentität und Fristen im Gebrauchsmusterrecht.
Priorität, Ausstellungspriorität und PVÜ-Fristen bei Markenanmeldungen prüfen: nationale Erstanmeldung, Unionsmarke, Madrid, Messepriorität, Nachanmeldung, Prioritätsbelege und…
Solo-Selbstständige: erstellt einen Zweiwochenplan für Anmeldung, Konto, Vertrag, Rechnung und Versicherung; mit Abfrage von Tätigkeit, Status, Belegen, Fristen, Geldfolge und…
Prüft, wann Rang gesichert ist und wie Notar/Bank/Grundbuchamt die Reihenfolge dokumentieren im Grundbuchamt Praxis.
Name the next move live from workflow conformance, the session-prime envelope, and recent memories. One verb, one sentence on why now, a deferred count.
Automated calculation and scoring for product prioritization frameworks including RICE, ICE, MoSCoW, and custom weighted scoring.
Reference guide to 9 prioritization frameworks with formulas, when-to-use guidance, and templates — RICE, ICE, Kano, MoSCoW, Opportunity Score, and more.
Prioritize rep-ready pipeline by ranking accounts, suppressing in-flight motion, selecting the best reachable contact, and producing a connector-grounded account action view plus…