deep-investigative-research SKILL.md skillA

deep-investigative-research from andrewbrown-usda/aigb-skills-usda is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add andrewbrown-usda/aigb-skills-usda/deep-investigative-research@v1

Pins v1 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
andrewbrown-usda/aigb-skills-usda
Path
skills/deep-investigative-research/SKILL.md
Versions recorded
4
Latest version
v1, committed Oct 2, 2026
First version recorded
Sep 25, 2026
Size
8,798 bytes
Repository stars
7
License
a license file GitHub does not identify

Comprehensive investigation of complex multi-domain narratives (technology, theology, policy, finance). Systematically decouples factual claims from speculation through iterative verification, multi-source comparison, and contradiction resolution. Use for investigations requiring institutional knowledge, historical context, and handling of conflicting incentives.

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

# Deep Investigative Research

Investigates complex narratives spanning multiple domains by systematically verifying claims, resolving contradictions, and mapping institutional lineages.

## When to Use

- Complex narratives spanning multiple domains (tech, theology, policy, finance)
- Claims involving institutional actors and public figures
- Apparent contradictions requiring resolution
- Historical context needed to assess significance
- Hidden stakeholder incentives driving observable behavior
- Need to separate verified fact from speculation

## When NOT to Use

- Simple factual lookups
- No primary sources available
- Purely technical/domain-specific questions
- Time constraints prohibit iterative deepening

---

## 11 Core Subprocesses

### 1. Claim Inventory & Categorization

Parse the narrative into atomic, verifiable claims and assign categories:

- **Institutional claims** -- Official releases, filings, legal records
- **Attribution claims** -- Quotes, statements by named figures
- **Relational claims** -- Partnerships, allegations of influence
- **Speculative framings** -- Interpretations, comparative metaphors

**Output**: Prioritized verification checklist.

```
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add andrewbrown-usda/aigb-skills-usda/deep-investigative-research@sha256:c287e8c0c1a859c5

The line at the top of this page pins the label v1, 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 badge

[![mdr](https://markdownregistry.com/badge/art_2bmfg44owa3ud4h5.svg)](https://markdownregistry.com/a/art_2bmfg44owa3ud4h5)

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

Versions

The registry has recorded 4 versions of this file, between Sep 25, 2026 and Oct 2, 2026, about one every 2 days.

versioncommittedcommitsizeaudit
v1 latest2026-10-02 3dea55f 8,798 BA view · diff
v12026-10-02 8c813e9 8,775 BA view · diff
v12026-09-30 b8f4ba9 8,924 BA view · diff
v12026-09-25 160ae7c 8,699 BA 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 (8798 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

andrewbrown-usda/aigb-skills-usda · 7 stars · license a license file GitHub does not identify · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_2bmfg44owa3ud4h5
GET https://markdownregistry.com/api/v1/resolve?ref=andrewbrown-usda/aigb-skills-usda/deep-investigative-research
GET https://markdownregistry.com/api/v1/blob/c287e8c0c1a859c5e91ad0eea468ee3780d27b36087d5723a4d17dc1cda57ed5

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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