Home / rohitg00 / pro-workflow · skills/survey-generator/SKILL.md · GitHub

survey-generator skillA

survey-generator is agent-read markdown (skill) from rohitg00/pro-workflow: Compile a structured literature survey on any AI/ML topic. Agent curates a research bundle (taxonomy + sections + bibliography of real papers) from a public anchor resource, then a chosen LLM generates the survey artifact. Output target is a wiki page (markdown), not a one-off HTML — survey lands in `<wiki>/derived/surveys/<slug>.md` with full bibliography rows in `sources.md`. Provider-agnostic (Anthropic/OpenAI/OpenRouter/Fireworks/custom OpenAI-compat). Use when the user asks for a "survey", .

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 before it reaches your agent: the main file against the SHA-256 recorded here, the others against the git hashes of its source commit. The deterministic audit below grades the latest version, and the same checks always give the same file the same grade.

What the file says

# Survey Generator

Provider-agnostic literature-survey artifact generator. Output flows into a pro-workflow wiki, not a standalone HTML file — survives sessions and indexes for FTS5 retrieval.

## Diff vs dair-academy version

| dair | pro-workflow |
|------|--------------|
| Hardcoded Kimi K2.6 on Fireworks | Provider-agnostic (Anthropic/OpenAI/OpenRouter/Fireworks/custom) |
| Output = single-file HTML with inline SVG | Output = wiki markdown page + bibliography rows in `sources.md` |
| One-off artifact, no follow-up | Persists in FTS5 index; reused by `wiki-research-loop` |
| Manual run only | Composable with `/wiki research` for auto-bibliography expansion |

## When to use

- "Survey on <topic>" / "lit review on <topic>"
- Onboarding a new domain — generate the map-of-the-field
- After a wiki has 10-30 sources, compile a synthesis page over them
- Pre-step before `/wiki research` runs: gives the loop a high-quality seed bundle

## Inputs

| Input | Required | Description |
|-------|----------|-------------|
| `topic` | yes | "Reasoning Models", "Agentic Engineering" |
| `source_url` | yes | Public anchor: arXiv survey, GitHub awesome-list, canonical blog post |
…

Read the whole file at its exact version.

How to install

Latest version
mdr add rohitg00/pro-workflow/survey-generator@git:20260926.d6ee15f
Exact content
mdr add rohitg00/pro-workflow/survey-generator@sha256:41a5d65681e3182e

Pin to a label to follow the author's releases, or to a sha256 for exact bytes. Either way the resolved hash is written to mdr.lock, and mdr install fetches those bytes again and checks them, so it installs them exactly or fails.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_4ipujm6zeo2nxf4u.svg)](https://markdownregistry.com/a/art_4ipujm6zeo2nxf4u)

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Versions

versioncommittedcommitsizeaudit
git:20260926.d6ee15f latest2026-09-26 d6ee15f 5,880 BA view · diff
git:20260718.7f7209d2026-07-18 7f7209d 5,880 BA view · diff
git:20260509.de80bff2026-05-09 de80bff 5,859 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (5880 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

GitHub

rohitg00/pro-workflow · 2,885 stars · license none · pushed 2026-09-26 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_4ipujm6zeo2nxf4u
GET https://markdownregistry.com/api/v1/resolve?ref=rohitg00/pro-workflow/survey-generator
GET https://markdownregistry.com/api/v1/blob/41a5d65681e3182eb7a2332087c421cf4ff967742b30417716c4756bb1b9ee60

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.

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