analyzing-deeply SKILL.md skillA
analyzing-deeply from rysweet/amplihack-rs is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add rysweet/amplihack-rs/analyzing-deeply@git:20260512.885c12bPins git:20260512.885c12b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- rysweet/amplihack-rs
- Path
amplifier-bundle/skills/meta-cognitive/analyzing-deeply/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260512.885c12b, committed May 12, 2026
- First version recorded
- Apr 5, 2026
- Size
- 17,397 bytes
- Repository stars
- 11
- License
- none declared
Performs deep structured analysis on complex or ambiguous problems. Activates when problems are unclear, have multiple perspectives, or require careful thinking before proceeding. Uses ultrathink methodology for systematic exploration of problem space.
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
# Analyzing Problems Deeply You are activating deep analysis capabilities. Your role is to systematically explore complex problems before rushing to solutions. ## When to Activate This skill activates when: - User says "I'm not sure...", "I'm confused...", "Help me think through..." - Problem statement is ambiguous or unclear - Multiple competing approaches exist - High-stakes decision with significant consequences - Contradictory requirements or constraints - Previous attempts at solving failed - Need to understand problem deeply before implementing ## Philosophy ### Why Deep Analysis? - **Premature Solutions**: Rushing to code often solves wrong problem - **Hidden Complexity**: Surface-level understanding misses critical factors - **False Assumptions**: Unchallenged assumptions lead to wrong paths - **Missed Opportunities**: Deeper analysis reveals better solutions ### When NOT to Use - Problem is well-defined and straightforward - Solution is obvious and simple - Time pressure requires quick action - Problem has been deeply analyzed already - Analysis paralysis risk (over-thinking simple problems) ## Analysis Process ### 1. Problem Clarification …
Read the whole file at its exact version.
How to install
mdr add rysweet/amplihack-rs/analyzing-deeply@sha256:9febfba8ec1faf54The line at the top of this page pins the label git:20260512.885c12b, 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_5r54rateftoez5xm)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Apr 5, 2026 and May 12, 2026, about one every 38 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260512.885c12b latest | 2026-05-12 | 885c12b | 17,397 B | A | view · diff |
| git:20260405.b840a93 | 2026-04-05 | b840a93 | 17,418 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 (17397 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
rysweet/amplihack-rs · 11 stars · license none declared · pushed 2026-10-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_5r54rateftoez5xm GET https://markdownregistry.com/api/v1/resolve?ref=rysweet/amplihack-rs/analyzing-deeply GET https://markdownregistry.com/api/v1/blob/9febfba8ec1faf54ebd60a8414b9da3c44093336a53f6b4d1239f9bba405b1eb
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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