universal-research-orchestrator SKILL.md skillA
universal-research-orchestrator from lu1sdv/skillsmd is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add lu1sdv/skillsmd/universal-research-orchestrator@git:20260501.ba12085Pins git:20260501.ba12085 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- lu1sdv/skillsmd
- Path
universal-research-orchestrator/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260501.ba12085, committed May 1, 2026
- Size
- 8,488 bytes
- Repository stars
- 2
- License
- none declared
Use when starting research, audit, or investigation tasks needing multi-source coverage — security/sink research, codebase audits, framework deep-dives, market comparison, or any "exhaustive / most complete / long horizon" request. Triggers on "audit", "investigate", "research", "find vulns", "exhaustive", "long horizon", "deep dive", "most complete".
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
# Universal Research Orchestrator
## Overview
Domain-agnostic 5-phase research pipeline:
SEARCH (parallel lanes) → SYNTHESIZE → PRODUCE → VALIDATE → ARCHIVE.
**Three rules:**
1. NEVER implement before gathering context.
2. NEVER stop at first result.
3. SYNTHESIZE before acting.
## Pipeline at a Glance
```
Phase 0: Calibrate scope — domain, depth, output target
Phase 1: Search (parallel) — 8–12 lanes, deep navigation, autonomous lanes
Phase 2: Synthesize — cross-reference, verify, gap-fill
Phase 3: Produce — structured output with citations
Phase 4: Validate — completeness, citations, examples, confidence
Phase 5: Archive — curl all source URLs, build _index.json
Todo tracking — real-time across all phases
```
---
## Phase 0: Scope Calibration
Confirm before searching. Default to **comprehensive** when the user says
"most complete", "exhaustive", or "long horizon".
- **Domain?** security / codebase / framework / market / general → ask if unclear
- **Depth?** summary / comprehensive / exhaustive → default comprehensive
- **Output target?** file path, format, citation style → ask if unclear
…Read the whole file at its exact version.
How to install
mdr add lu1sdv/skillsmd/universal-research-orchestrator@sha256:93decad95e1e1856The line at the top of this page pins the label git:20260501.ba12085, 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_vx77ma2godoamuqk)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on May 1, 2026.
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 (8488 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
lu1sdv/skillsmd · 2 stars · license none declared · pushed 2026-11-05 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_vx77ma2godoamuqk GET https://markdownregistry.com/api/v1/resolve?ref=lu1sdv/skillsmd/universal-research-orchestrator GET https://markdownregistry.com/api/v1/blob/93decad95e1e1856daab8a7a90dc3ad01d5e5dcd46db01a0152ef8273f733a93
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.