Home / ginlix-ai / langalpha · plugins/langalpha_research/skills/idea-generation/SKILL.md · GitHub

idea-generation skillA

idea-generation is agent-read markdown (skill) from ginlix-ai/langalpha: Find long and short candidates across a universe when no name is on the table yet: mandate, universe validation, archetype screens, thematic sweep, triage, idea cards, idea log. Triggers on idea generation, stock screen, find ideas, what looks interesting, screen for, new ideas, pitch me something..

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

# Idea Generation

A funnel, not a screen dump. A name that clears a filter is a **candidate**: it has earned the next hour of work, nothing more. The output is a short ranked list where each name says why it surfaced, what would have to be true, and what would kill it, plus the names that screened well and were rejected, which is where most of the learning sits.

Evidence labels, source tiers, staleness, the readiness posture and the intake limits: `.agents/skills/research-conventions/SKILL.md`, read before the first deliverable.

## Step 1: Mandate and universe

Read the investor-mandate memory first per `.agents/skills/research-conventions/references/intake.md`, then ask only about the forks it leaves open. Record every slot, with a disclosed default where nothing fixes it:

| Slot | Default when unstated |
|---|---|
| Mandate and vehicle | long-only fundamental |
| Objective | absolute return over a multi-quarter horizon |
| Direction | long, plus shorts only where the mandate allows them |
| Horizon | two to eight quarters, which is what the screens below are calibrated for |
| Geography and listing | the user's home market, primary listings |
…

Read the whole file at its exact version.

How to install

Latest version
mdr add ginlix-ai/langalpha/idea-generation@git:20260921.26f807b
Exact content
mdr add ginlix-ai/langalpha/idea-generation@sha256:11df6d206dde0ef5

Pin 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_o5twjbfkgyqn3qqi.svg)](https://markdownregistry.com/a/art_o5twjbfkgyqn3qqi)

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Versions

versioncommittedcommitsizeaudit
git:20260921.26f807b latest2026-09-21 26f807b 16,511 BA view · diff
git:20260915.52e16a22026-09-15 52e16a2 16,526 BA view · diff
git:20260901.36fbb3c2026-09-01 36fbb3c 4,909 BA view · diff
git:20260826.8da358a2026-08-26 8da358a 4,917 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 (16511 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

ginlix-ai/langalpha · 1,774 stars · license Apache-2.0 · pushed 2026-09-24 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_o5twjbfkgyqn3qqi
GET https://markdownregistry.com/api/v1/resolve?ref=ginlix-ai/langalpha/idea-generation
GET https://markdownregistry.com/api/v1/blob/11df6d206dde0ef52ab606a6f4e05a54e43aa830138f7cbf6553cc039a741e47

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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