Home / naman10parikh / wikimem · GitHub

repo-scout SKILL.md skillA

This file is byte-identical to the first copy the registry indexed. Same content hash, so the same checks give both the same grade.

repo-scout from naman10parikh/wikimem is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned

mdr add naman10parikh/wikimem/repo-scout@git:20260526.e594bbf

Pins git:20260526.e594bbf in mdr.lock. Pin the fingerprint instead.

Audit grade: A, 17 of 17 checks passed
Kind: SKILL.md skill
Repository: naman10parikh/wikimem
Path: .claude/skills/repo-scout/SKILL.md
Versions recorded: 1
Latest version: git:20260526.e594bbf, committed May 26, 2026
Size: 4,028 bytes
Repository stars: 7
License: MIT

Scout popular GitHub repos for patterns, frameworks, and harnesses relevant to Energy. Ingest learnings automatically.

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

# Repo Scout — Continuous Learning from the Ecosystem

## Trigger

- User says "scout repos", "find repos", "what's new on GitHub"
- Periodic execution via GHA or session start
- When discovering a new framework/tool and wanting to find usage examples

## Process

### 1. Discovery (parallel sub-agents)

For each search query, launch a background agent:

```
gh search repos --sort=stars --limit=10 "QUERY"
```

**Default search queries** (expand as stack evolves):

- `e2b sandbox agent` — sandbox-based agents
- `claude agent sdk` — Claude Agent SDK usage
- `mcp server tools` — MCP integrations
- `ai agent browser automation` — browser agents
- `composio agent` — Composio-based agents
- `vercel ai sdk chat` — AI chat UIs
- `assistant-ui chat` — assistant-ui implementations
- `shadcn agent` — shadcn/ui + agent combos
- `stagehand browser` — Stagehand browser automation
- `copilotkit agent` — CopilotKit implementations

### 2. Analysis (per repo)

For each promising repo (>50 stars, recent activity):

```
gh api repos/{owner}/{name}/git/trees/main?recursive=1
```

Extract:

- **Architecture**: File structure, package.json deps, framework choices
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint

mdr add naman10parikh/wikimem/repo-scout@sha256:08f80aa2a3a3688e

The line at the top of this page pins the label git:20260526.e594bbf, 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.

Badge

[![mdr](https://markdownregistry.com/badge/art_d7wq6ahvymllo3nk.svg)](https://markdownregistry.com/a/art_d7wq6ahvymllo3nk)

1 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on May 26, 2026.

version	committed	commit	size	audit
git:20260526.e594bbf latest	2026-05-26	e594bbf	4,028 B	A	view

Audit of the latest version

A 17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (4028 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

naman10parikh/wikimem · 7 stars · license MIT · pushed 2026-10-20 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_d7wq6ahvymllo3nk
GET https://markdownregistry.com/api/v1/resolve?ref=naman10parikh/wikimem/repo-scout
GET https://markdownregistry.com/api/v1/blob/08f80aa2a3a3688ec5dd95a0b75864f1001656c49ed839aacaf5ae78d9fc90d7

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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