by affaan-m·ecc
>- Use after benchmark-methodology has produced scored competitor profile cards. Assembles findings into a decision-grade report: landscape map, competitor profiles, benchmarking matrix, white-space analysis, strategic recommendations, and team alignment trigger questions. Final step in the three-skill competitive pipeline.
Use this skill to assemble scored competitor cards into a decision-grade report. The report must answer three questions for the client: who do we compete with, how do we compete, and where is our defensible white-space? Every section earns its place by moving toward those answers — cut anything that doesn't.
Before assembling the report, establish the client's positioning brief. It supplies:
The whole report is organized around the client's strategic tension and recommendations resolve back to the client's deliberate brand balance. Recommendations that would break that balance must be flagged against it explicitly — "this move shifts the balance from X/Y/Z toward A/B/C; confirm intent."
3–5 takeaways, decision-first. State the most important findings in plain language: where the client is strong, where it's exposed, who occupies its target white-space, and the top 2–3 moves. Written so a founder/PM reads only this and knows what to do. No methodology here.
Define the category and map it. Use a multi-axis map — at minimum a 2×2
(e.g., brand-led <-> capability-led × boutique <-> enterprise-scale), and
ideally the client's tension plot from benchmark-methodology as the
headline map. Place every profiled competitor and the client. The map should
make the client's intended position visually obvious and show how crowded (or
empty) it is.
Organize the set into Direct / Adjacent / Aspirational (from
competitive-platform-analysis). One short paragraph per tier explaining who's
in it and why it matters to the client. This sets reader expectations before
the detail.
The full competitors × dimensions table — the quantitative spine. Rows = competitors (grouped by tier), columns = the nine benchmark dimensions (note: dimension 9 — strategic tension — has two poles (e.g., Memorability and Hireability for a brand-studio client; substitute the client's own paired axes); represent them as two separate sub-columns rather than averaging them). Include the client's own honest self-assessment as a row for contrast. Use a heatmap (color or symbol scale) so strength/weakness patterns are scannable. Do not add a blended total column — report dimensions separately (per the bias controls). Call out the columns where the client leads and where it trails.
3–5 most instructive competitors in narrative form (from their profile cards). Choose for instruction, not ranking: the best exemplar of the target tension (high on both poles), the cautionary "one pole only" case, the "competent but forgettable" archetype the client defines against, plus any direct threat. Each deep dive: what they do, what the client should learn, what the client should avoid.
The strategic heart. Two parts:
Concrete, prioritized moves: who the client competes with, how it differentiates, and where to invest (offer packaging, evidence/case studies, thought leadership, brand sharpening). Tie every recommendation back to the brand balance from the positioning brief and flag any that would shift it. Sequence by impact × effort.
The dimensions, weights, rubrics, the scoped set with tiers, source links per competitor, and verification notes (asserted vs proven). This is what makes the report auditable and defensible — carry the adversarial citation discipline through.
End with questions that force decisions, not admiration of the analysis:
benchmark-methodology — the prerequisite; produces the scored competitor profile cards this skill assembles.competitive-platform-analysis — provides the tier structure (Direct / Adjacent / Aspirational) used in Section 3.brand-discovery — use to establish the client's positioning brief if it hasn't been defined.包含 15 个子 Skill 的测试用例生成流水线,从产品说明书读取、需求分析、测试策略、正负向用例编写、质量审查到 Excel 输出。
通用 Simulink HIL 建模、重构、迁移、评审和发布规范。用于设计 Plant/Control/IO/Bus/Fault/Monitor 架构,定义 Subsystem、Bus、ValueType、MonBus 和 Variant 接口,治理数据字典、参数、采样时间、多核任务、引用组件和初始化流程,检查 .slx/.mdl/.sldd/MATLAB Project,或为实时 HIL 模型生成合规报告、迁移方案、测试计划与发布证据。
航空电子系统 ICD 接口控制文件(AVIAGE SYSTEMS 格式)转标准 Template 格式转换专家,适用于 ICD 转换、接口控制文件格式统一和帧结构解析。
面向航空电子 ICD Excel 文件的标准 Template 格式转换 Skill,支持协议帧分析、颜色编码识别、字段元数据索引、帧长度校验和 Excel 输出。
Regression testing strategies for AI-assisted development. Sandbox-mode API testing without database dependencies, automated bug-check workflows, and patterns to catch AI blind spots where the same model writes and reviews code.
Generates Angular code and provides architectural guidance. Trigger when creating projects, components, or services, or for best practices on reactivity (signals, linkedSignal, resource), forms, dependency injection, routing, SSR, accessibility (ARIA), animations, styling (component styles, Tailwind CSS), testing, or CLI tooling.