problem-solving-pro SKILL.md skillA
This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.
problem-solving-pro from hoangthequyen/think-better is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add hoangthequyen/think-better/problem-solving-pro@git:20261008.eaedefbPins git:20261008.eaedefb in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- hoangthequyen/think-better
- Path
.agents/skills/problem-solving-pro/SKILL.md- Versions recorded
- 5
- Latest version
- git:20261008.eaedefb, committed Oct 8, 2026
- First version recorded
- Oct 8, 2026
- Size
- 18,045 bytes
- Repository stars
- 123
- License
- MIT
Systematic problem-solving toolkit for business, product, process and personal problems: root cause analysis, hypothesis testing, critical thinking frameworks. Use when user says "solve", "analyze", "diagnose", "figure out", "what's wrong", "root cause", "why is this happening", "I'm stuck", "break down", "decompose", or describes a problem that needs structured decomposition. Do NOT use for bugs, errors or other changes to a codebase (use code-solving) or for choosing between known options…
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Goal Help users solve complex problems systematically using proven frameworks — turning vague issues into structured analyses with actionable recommendations. # problem-solving-pro Comprehensive structured problem-solving framework for tackling any complex challenge. Contains a 7-step methodology, 18 decomposition frameworks, 8 prioritization techniques, 15 analysis tools, 12 cognitive biases with debiasing strategies, 10 communication patterns, 13 mental models, and 10 team dynamics patterns. Searchable database with reasoning-based recommendations that adapts to your specific problem type. ## Prerequisites **IMPORTANT: Detect the correct Python command first.** Some systems use `python3`, others use `python`. Run: ```bash python3 --version 2>/dev/null || python --version ``` Use whichever command succeeds (`python3` or `python`) for ALL script calls below. If the system only has `python` (common on Windows), substitute `python` everywhere you see `python3` in this document. If neither works, Python is not installed: tell the user that the scripts need Python 3.9+ and **ask before installing anything**; do not run a package manager on your own. …
Read the whole file at its exact version.
How to install
mdr add hoangthequyen/think-better/problem-solving-pro@sha256:90e5bc3d1282bbe5The line at the top of this page pins the label git:20261008.eaedefb, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_yr66rkxvelfp25vf)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, all committed on Oct 8, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261008.eaedefb latest | 2026-10-08 | eaedefb | 18,045 B | A | view · diff |
| git:20261008.89731f8 | 2026-10-08 | 89731f8 | 18,421 B | A | view · diff |
| git:20261008.a03a4fa | 2026-10-08 | a03a4fa | 16,554 B | A | view · diff |
| git:20261008.1df99d6 | 2026-10-08 | 1df99d6 | 13,668 B | A | view · diff |
| git:20261008.1bdac54 | 2026-10-08 | 1bdac54 | 12,976 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (18045 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
hoangthequyen/think-better · 123 stars · license MIT · pushed 2026-10-15 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_yr66rkxvelfp25vf GET https://markdownregistry.com/api/v1/resolve?ref=hoangthequyen/think-better/problem-solving-pro GET https://markdownregistry.com/api/v1/blob/90e5bc3d1282bbe524104bb03eae7f293436efa6988c1757756f15d2d8685e2c
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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