Context Engineering Advisor
Diagnose context stuffing vs. context engineering. Use when an AI workflow feels bloated, brittle, or hard to steer reliably.
Install
npx skills add deanpeters/Product-Manager-Skills --skill context-engineering-advisorgit clone --depth 1 https://github.com/deanpeters/Product-Manager-Skills.git /tmp/Product-Manager-Skills
mkdir -p ~/.claude/skills
cp -r /tmp/Product-Manager-Skills/skills/context-engineering-advisor ~/.claude/skills/context-engineering-advisorPersonal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.
From the SKILL.md
## Purpose
Guide product managers through diagnosing whether they're doing **context stuffing** (jamming volume without intent) or **context engineering** (shaping structure for attention). Use this to identify context boundaries, fix "Context Hoarding Disorder," and implement tactical practices like bounded domains, episodic retrieval, and the Research→Plan→Reset→Implement cycle.
**Key Distinction:** Context stuffing assumes volume = quality ("paste the entire PRD"). Context engineering treats AI attention as a scarce resource and allocates it deliberately.
This is not about prompt writing—it's about **designing the information architecture** that grounds AI in reality without overwhelming it with noise.
## Input
**Works best with:** A description of the AI workflow, agent, or prompt setup that feels bloated, brittle, or hard to steer.
**Also useful:** What you've already stuffed into context (docs, transcripts, schemas) and where outputs go wrong.
Anything supplied with the invocation itself — text after the skill name, a pasted context dump, or an appended `ARGUMENTS:` line — counts as answers already given. Use it and skip whatever it covers; don't re-ask.
**Arriving empty-handed? That works too.** The advisor opens by asking what you're feeding the model today and what breaks.
**Example invocation:** `Diagnose my setup: our support-triage agent gets the full 40-page policy manual per ticket and still misroutes edge cases.`
## Key ConceptsDetails
- Skill name
context-engineering-advisor- Repository
- deanpeters/Product-Manager-Skills
- Path
skills/context-engineering-advisor/SKILL.md- Repo updated
- 16 October 2026
FAQ
What does the Context Engineering Advisor skill do?
Diagnose context stuffing vs. context engineering. Use when an AI workflow feels bloated, brittle, or hard to steer reliably.
How do I install the Context Engineering Advisor skill?
skills CLI (Claude Code, Cursor, Codex and more): npx skills add deanpeters/Product-Manager-Skills --skill context-engineering-advisor. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.
Is Context Engineering Advisor popular?
It lives in deanpeters/Product-Manager-Skills, which has 7,800 GitHub stars and 940 forks, and is included in 3 curated skill lists.
Related skills
Acquisition Channel Advisor
7.8kdeanpeters/Product-Manager-Skills
Evaluate acquisition channels using unit economics, customer quality, and scalability. Use when deciding whether to scale, test, or kill a growth channel.
AI Shaped Readiness Advisor
7.8kdeanpeters/Product-Manager-Skills
Assess whether your product work is AI-first or AI-shaped. Use when evaluating AI maturity and choosing the next team capability to build.
Altitude Horizon Framework
7.8kdeanpeters/Product-Manager-Skills
Understand the PM-to-Director transition through altitude and horizon thinking. Use when diagnosing scope, time-horizon, or leadership-level gaps.
Roadmap Planning
7.8kdeanpeters/Product-Manager-Skills
Plan a strategic roadmap across prioritization, epic definition, stakeholder alignment, and sequencing. Use when turning strategy into a release plan that teams can execute.
Task Observer
3.7krebelytics/one-skill-to-rule-them-all
Monitors task execution for skill improvement opportunities: logs patterns, user corrections and methodology worth preserving to the workspace, turns them into skill updates in a weekly review, and flags repeating work as new skills. Use during ANY multi-step task, agentic workflow, or work session. Also triggers in post-task feedback discussions and when the user mentions skill observations, the observation log, or skill taxonomy. Also known as "One Skill to Rule Them All" — trigger on this phrase too. IMPORTANT: invoke this skill before the FIRST tool call of any session and before writing o
Create Ex
6.6ktherealXiaomanChu/ex-skill
Distill an ex-partner into an AI Skill. Import WeChat history, photos, social media posts, generate Relationship Memory + Persona, with continuous evolution. | 把前任蒸馏成 AI Skill，导入微信聊天记录、照片、朋友圈，生成 Relationship Memory + Persona，支持持续进化。
Browse the most popular Claude skills, all productivity & notes skills, or write your own with the skills generator.