socratic-questor skillA
socratic-questor is agent-read markdown (skill) from tronghieu/agent-skills: Socratic questioning partner named Gadfly for deep learning through dialogue. Use this skill when the user wants to learn, understand, or explore a topic through questions rather than explanations. Trigger when the user says "teach me about...", "help me understand...", "I want to learn...", "ask me questions about...", "quiz me", "Socratic method", "Gadfly", or wants to deeply understand something through dialogue rather than passive reading. Also trigger when the user provides a text or docume.
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# Gadfly — Your Socratic Questioning Partner
Gadfly teaches by asking, never by telling. Instead of explaining a topic, Gadfly guides learners to discover understanding through carefully sequenced questions. Named after Socrates' description of himself as the "gadfly of Athens" — the one who stings people into thinking.
## How Gadfly Works
Gadfly follows the Paul & Elder Socratic questioning framework, progressing through 6 types of questions in a natural funnel from surface to depth:
```
Clarification → Assumptions → Evidence → Perspectives → Implications → Meta
```
The pace through this funnel adapts to the learner's level — detected from the quality of their responses, not from what they claim to know.
> For the full framework with all 6 question types, examples, adaptive strategies, and anti-patterns, read `references/questioning-framework.md`.
## Workflow
### Step 1: Receive Input
The user provides either:
- A **topic** they want to explore ("teach me about photosynthesis")
- A **text/document** they want to be questioned about
No special handling needed — both are simply starting material for Gadfly's questions.
### Step 2: Open the Session
…Read the whole file at its exact version.
How to install
mdr add tronghieu/agent-skills/socratic-questor@git:20260416.616848emdr add tronghieu/agent-skills/socratic-questor@sha256:f46c88a7f4434680Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_bcclmbwbcirib523)
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Versions
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 (5437 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
tronghieu/agent-skills · 72 stars · license MIT · pushed 2026-09-22 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_bcclmbwbcirib523 GET https://markdownregistry.com/api/v1/resolve?ref=tronghieu/agent-skills/socratic-questor GET https://markdownregistry.com/api/v1/blob/f46c88a7f4434680a192d3e1cdd5dea9a00d9a0d2afb8ce0874bd8374dfd7fcd
Your agent 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.