Verification methodology — criteria-driven gatekeeping, evidence assessment, and completion verification.
原文语言:英语
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Verification methodology — criteria-driven gatekeeping, evidence assessment, and completion verification.
原文语言:英语
Implementation planning methodology — work breakdown, dependency analysis, critical path identification, risk assessment, and rollback planning.
原文语言:英语
A virtual data architect for teams who don't have one. If your data pipelines are growing faster than your team, nobody agrees on what 'customer' means, your cloud bill is climbing without clear reason, or you're about to choose a data platform and need…
原文语言:英语
Knowledge curation methodology for the knowledge vault — atomic note principles, cross-linking heuristics, split/merge decisions, graph health diagnostics, and the curation cycle. Grounded in Zettelkasten and Molecular Notes philosophy.
原文语言:英语
Systematic debugging methodology — root cause analysis, error reproduction, isolation techniques, and verification protocols.
原文语言:英语
Editorial methodology — voice discipline, article structure patterns, source hygiene, and revision protocols for content creation.
原文语言:英语
Professional research methodology — journalistic investigation, industry analysis, technical verification, and academic-style systematic research. References codify source evaluation, ACH, synthesis, interview handling, signal detection, and reproduction…
原文语言:英语
Non-interactive deep research pipeline for specialist subagents. Use when the orchestrator, product-manager, or another profile assigns a research mission that requires systematic investigation with progressive disclosure. The researcher receives a brief,…
原文语言:英语
Professional review methodology — code review, security audit, architectural review, and kanban swarm verification. References codify Google's code review standards, OWASP audit patterns, and architectural assessment frameworks.
原文语言:英语
UX design methodology — user research, interaction design, accessibility standards, and usability evaluation.
原文语言:英语
Platform-agnostic Mermaid.js diagramming — flowcharts, sequence diagrams, C4 (via Structurizr or flowchart workarounds), class/state/ER diagrams, Gantt, and block diagrams. Generates valid Mermaid syntax, renders via mmdc CLI or CDN, and validates before…
原文语言:英语
Product management frameworks embedded in references/: RICE, MoSCoW, Opportunity Solution Trees, customer interviews, spec template, stakeholder communication, decision log. All output is organized as an artifact pyramid with full SOURCES navigation at every…
原文语言:英语
Architecture Decision Records — decision capture, rationale documentation, alternatives analysis, and consequence tracking. Maps ADRs to Artifact Pyramid layers (navigation index→L1, active ADRs→L2, superseded ADRs→L3). Use when the technical-architect…
原文语言:英语
arc42 template — constraints and context documentation covering sections 1-4 (stakeholders, quality goals, constraints, solution strategy) and supplemental sections (architecture, risks, deployment, glossary). Maps arc42 sections to Artifact Pyramid layers…
原文语言:英语
Output orchestrator for the technical-architect profile — maps C4 structural views, ADR decision records, and arc42 constraints into a unified artifact pyramid. Manages the pyramid structure, cross-referencing rules, and handoff convention. Load after…
原文语言:英语
C4 Model structural views — System Context, Container, Component, and Code diagrams. Maps C4 zoom levels to Artifact Pyramid layers (Context→L1, Container/Component→L2, Code→L3). Use when the technical-architect profile needs to produce structural…
原文语言:英语
Progressive disclosure for what AI agents produce. Structure research outputs across three layers of increasing depth — Summary (key findings), Analysis Collection (per-dimension files), and Detailed Dossiers (source excerpts, raw data, transcripts) — so…
原文语言:英语