Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx skills add getcrew44/crew44 --skill problem-framing-canvasgit clone --depth 1 https://github.com/getcrew44/crew44Wrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/skills/getcrew44/crew44/problem-framing-canvas)<a href="https://agentmods.dev/skills/getcrew44/crew44/problem-framing-canvas"><img src="https://agentmods.dev/badge/skills/getcrew44/crew44/problem-framing-canvas.svg" alt="Measured on agentmods" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00030 | $0.03836 |
| Opus 5 | $0.00015 | $0.01918 |
| Sonnet 5 | $0.00006 | $0.00767 |
| Haiku 4.5 | $0.00003 | $0.00384 |
Grade A, and why
problem-framing-canvas scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 7d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 467 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Purpose
Guide product managers through the MITRE Problem Framing Canvas process by asking structured questions across three phases: Look Inward (examine your own assumptions and biases), Look Outward (understand who experiences the problem and who doesn't), and Reframe (synthesize insights into an actionable problem statement and "How Might We" question). Use this to ensure you're solving the right problem before jumping to solutions—avoiding confirmation bias, overlooked stakeholders, and solution-first thinking.
This is not a solution brainstorm—it's a problem framing tool that broadens perspective, challenges assumptions, and produces a clear, equity-driven problem statement.
Key Concepts
What is the MITRE Problem Framing Canvas?
The Problem Framing Canvas (MITRE Innovation Toolkit, v3) is a structured framework that helps teams explore a problem space comprehensively before proposing solutions. It's partitioned into three areas:
- Look Inward — Examine your own assumptions, biases, and how you might be part of the problem
- Look Outward — Understand who experiences the problem, who benefits from it, and who's been left out
- Reframe — Synthesize insights into a clear, actionable problem statement and "How Might We" question
Canvas Structure
┌─────────────────────────────────────────────────────────────────┐
│ LOOK INWARD │
│ - What is the problem? (symptoms) │
│ - Why haven't we solved it? (new, hard, low priority, etc.) │
│ - How are we part of the problem? (assumptions, biases) │
└─────────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────────┐
│ LOOK OUTWARD │
│ - Who experiences the problem? When/where/consequences? │
│ - Who else has it? Who doesn't have it? │
│ - Who's been left out? │
│ - Who benefits when problem exists/doesn't exist? │
└─────────────────────────────────────────────────────────────────┘
┌─────────────────────────────────────────────────────────────────┐
│ REFRAME │
│ - Stated another way, the problem is: [restatement] │
│ - How might we [action] as we aim to [objective]? │
└─────────────────────────────────────────────────────────────────┘
What ships with it
2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 7d ago First seen · 467 lines · 30 tokens per session scan A 7982579a7288
problem-framing-canvas is a skill published in the GitHub repository getcrew44/crew44 (359 stars, last pushed 2mo ago), licensed MIT. It adds 30 tokens to every session and 3,836 once invoked, about $0.0002 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.
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