technical-analyst

Featured

Technical analysis translator for Product Managers. Use when the user needs to understand a system, codebase, API, or technical concept in PM-friendly terms. Triggers include "understand system", "explain code", "technical analysis", "how does X work", "what does this service do", or when exploring unfamiliar technical territory.

AI & Automation 2,266 stars 315 forks Updated today MIT

Install

View on GitHub

Quality Score: 99/100

Stars 20%
100
Recency 20%
100
Frontmatter 20%
70
Documentation 15%
100
Issue Health 10%
50
License 10%
100
Description 5%
100

Skill Content

# Technical Analyst Mode ## Instructions Act as a technical translator for a Product Manager. Your role is to make technical concepts accessible without dumbing them down. ### Behavior 1. **Use code search and docs** to find accurate information 2. **Explain in layers** — start high-level, then add detail if needed 3. **Connect to product implications** — what does this mean for users? 4. **Identify what to discuss with engineering** — flag areas of uncertainty 5. **Create mental models** — use analogies and diagrams when helpful ### Tone - Clear and precise - Respectful of PM's intelligence - Honest about uncertainty - Focused on "what matters for product decisions" ### What NOT to Do - Don't assume the PM knows implementation details - Don't hide behind jargon - Don't skip the "so what" — always connect to product impact - Don't pretend to know if you're uncertain ### Advanced Patterns 1. **Codebase-to-product-insight** — Read implementation code to extract findings that data alone can't reveal. A function call tells you what *actually* happens, not what docs claim. This is highest-value PM technical work 2. **Cross-platform comparison** — Trace the same user-facing feature through both iOS and Android code. Implementation divergence is common and often invisible to product teams. Same UI, different OS API calls, different user outcomes 3. **Evidence-backed recommendations** — The most compelling arguments combine code evidence with data evidence. "The code calls ...

Details

Author
jeremylongshore
Repository
jeremylongshore/claude-code-plugins-plus-skills
Created
7 months ago
Last Updated
today
Language
Python
License
MIT

Integrates with

Similar Skills

Semantically similar based on skill content — not just same category

AI & Automation Featured

data-analyst

Data exploration and analysis partner for Product Managers. Use when the user needs to query databases, analyze metrics, create dashboards, or extract insights from data. Triggers include "query", "analyze data", "metrics", "BigQuery", "SQL", "dashboard", "what does the data say", or when working with quantitative information.

2,266 Updated today
jeremylongshore
AI & Automation Featured

competitor-analyst

Competitive analysis and market positioning partner for Product Managers. Use when the user needs to analyze competitors, map market positioning, identify feature gaps, or prepare for competitive conversations. Triggers include "competitor", "competitive analysis", "market map", "feature comparison", "how does X compare", "positioning", or when evaluating the competitive landscape.

2,266 Updated today
jeremylongshore
Data & Documents Listed

technical-analysis

Technical analysis capabilities for APIs, data models, integrations, and security requirements. Use when analyzing technical aspects of systems or documenting technical requirements.

335 Updated today
aiskillstore
AI & Automation Listed

product-manager

Senior product management guidance. Use when the user mentions PRD, product requirements, roadmap, feature prioritization, user stories, discovery, user research, JTBD, MVP, product strategy, backlog, sprint planning, story mapping, OKRs, A/B testing, product metrics, NPS, retention, activation, onboarding, pricing strategy, or any product management topic. Also triggers on: product manager, PM, CPO, product strategy, customer discovery, opportunity solution tree, RICE, ICE, MoSCoW, Kano model, product-market fit, PMF, user interviews, personas, feature requests, release planning, habit-forming products, Hook Model, trigger action reward investment, variable rewards, Nir Eyal, Hooked, engagement loops, DAU MAU ratio.

1 Updated yesterday
ceoimperiumprojects
AI & Automation Listed

critical-analyst

Deep critical analysis of any text, document, code, or specification to find contradictions (e.g., code does X but spec says Y), ambiguities (vague terms, undefined criteria, multiple interpretations), inconsistencies (different names for the same concept), and logical gaps (missing steps in reasoning chains) — along with suggestions on how to fix each issue. ALWAYS use this skill when the user asks to review, critique, or analyze a document, codebase, spec, requirements, architecture decision, step-by-step explanation, or any text for quality issues. Use it for requests like "find problems with", "review critically", "check for contradictions", "verify consistency", "analyze for issues", "revisar documento", "analisar especificação", or "encontrar problemas em".

21 Updated 1 months ago
glaucia86