deep-reasoning SKILL.md skillA
deep-reasoning from linxule/interpretive-orchestration is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add linxule/interpretive-orchestration/deep-reasoning@git:20261106.c8b5d8aPins git:20261106.c8b5d8a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- linxule/interpretive-orchestration
- Path
plugin/skills/deep-reasoning/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261106.c8b5d8a, committed Nov 6, 2026
- First version recorded
- Feb 1, 2026
- Size
- 4,154 bytes
- Repository stars
- 21
- License
- a license file GitHub does not identify
This skill should be used when users need to think through a complex analytical decision, asks 'how should I approach this?' or 'help me think through...', is stuck on a difficult coding boundary, needs to plan dimensional analysis, or is building theoretical frameworks in Stage 3.
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
# deep-reasoning Structured step-by-step thinking for complex analytical decisions. Think deeply and step by step before responding, with qualitative research framing. ## When to Use Use this skill when: - User needs to think through a complex analytical decision - User asks "how should I approach this?" or "help me think through..." - User is stuck on a difficult coding boundary - User needs to plan dimensional analysis - Deciding between interpretive alternatives - Building theoretical frameworks in Stage 3 ## Method Think deeply and step by step before responding. Write the steps out in the conversation so the researcher can follow and question each one. No MCP server is needed. ## How It Works Step-by-step thinking creates dynamic thought sequences that: - Break complex problems into manageable steps - Allow branching and revision as understanding deepens - Make reasoning explicit and traceable - Generate hypotheses and verify them ## When to Invoke ### Stage 1 - Planning manual analysis approach - Thinking through sampling strategy - Working through initial conceptualization ### Stage 2 Phase 1 - Deep analysis of theoretical patterns from literature …
Read the whole file at its exact version.
How to install
mdr add linxule/interpretive-orchestration/deep-reasoning@sha256:3cf7696175ddb071The line at the top of this page pins the label git:20261106.c8b5d8a, 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_cnrpbpombhh5fkwk)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Feb 1, 2026 and Nov 6, 2026, about one every 278 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261106.c8b5d8a latest | 2026-11-06 | c8b5d8a | 4,154 B | A | view · diff |
| git:20260201.0665adb | 2026-02-01 | 0665adb | 4,050 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 (4154 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
linxule/interpretive-orchestration · 21 stars · license a license file GitHub does not identify · pushed 2026-11-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_cnrpbpombhh5fkwk GET https://markdownregistry.com/api/v1/resolve?ref=linxule/interpretive-orchestration/deep-reasoning GET https://markdownregistry.com/api/v1/blob/3cf7696175ddb0719492dbb5b853ad4745fa3475c45111754dca7563c09db340
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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