doing-a-simple-two-stage-fanout SKILL.md skillA
doing-a-simple-two-stage-fanout from ed3dai/ed3d-plugins is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add ed3dai/ed3d-plugins/doing-a-simple-two-stage-fanout@git:20260616.eb1d79cPins git:20260616.eb1d79c in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- ed3dai/ed3d-plugins
- Path
plugins/ed3d-basic-agents/skills/doing-a-simple-two-stage-fanout/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260616.eb1d79c, committed Jun 16, 2026
- First version recorded
- Feb 14, 2026
- Size
- 14,591 bytes
- Repository stars
- 253
- License
- none declared
Use when analyzing a large corpus of text, code, or data that exceeds a single agent's effective context - orchestrates parallel Worker subagents, Critic review subagents, and a final Summarizer subagent with task tracking and failure recovery.
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
# Two-Stage Fan-Out Analysis Divide a corpus across Worker subagents, review with Critic subagents, synthesize with a Summarizer. Every stage writes to files; every subagent gets its own task. **Do not use nested subagents.** This workflow may dispatch first-level Worker, Critic, and Summarizer subagents. Those subagents must read their assigned inputs, write their outputs, and return directly to the caller. They must not dispatch additional subagents. ## Overview ``` Corpus → [Workers] → [Critics] → Summarizer → Report ``` **Workers** each analyze a slice of the corpus. **Critics** each review all Worker reports for a subset of segments, checking for gaps and inconsistencies. A single **Summarizer** reads all Critic reports and produces the final output. ## Step 0: Gather Inputs If the user's intent is not already clear, ask two questions using AskUserQuestion: **Question 1: What to analyze.** Ask what corpus to analyze and what the analysis goal is. Skip if obvious from context. **Question 2: Effort level.** Present these options in this order (do not reorder to put recommended first): | Level | SEGMENTS_PER | REVIEWS_PER | When to use | …
Read the whole file at its exact version.
How to install
mdr add ed3dai/ed3d-plugins/doing-a-simple-two-stage-fanout@sha256:2553ba1f688acd19The line at the top of this page pins the label git:20260616.eb1d79c, 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_corntdmcxpytcvhg)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Feb 14, 2026 and Jun 16, 2026, about one every 123 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260616.eb1d79c latest | 2026-06-16 | eb1d79c | 14,591 B | A | view · diff |
| git:20260214.3e7e26e | 2026-02-14 | 3e7e26e | 14,200 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 (14591 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
ed3dai/ed3d-plugins · 253 stars · license none declared · pushed 2026-09-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_corntdmcxpytcvhg GET https://markdownregistry.com/api/v1/resolve?ref=ed3dai/ed3d-plugins/doing-a-simple-two-stage-fanout GET https://markdownregistry.com/api/v1/blob/2553ba1f688acd19f1d89dd6509b045d3e7e27b39c29f3f90598fdcb28bfd459
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.