research SKILL.md skillA
research from boshu2/agentops is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add boshu2/agentops/research@git:20261026.1b5f59aPins git:20261026.1b5f59a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- boshu2/agentops
- Path
skills/research/SKILL.md- Versions recorded
- 14
- Latest version
- git:20261026.1b5f59a, committed Oct 26, 2026
- First version recorded
- Jul 28, 2026
- Size
- 19,532 bytes
- Repository stars
- 453
- License
- Apache-2.0
Answer one cited question on code, history, claims or patterns. Use when: asked how it works, why it changed, if a claim or done/shipped report holds, or a pattern warrants a rule.
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
# Research Answer the caller's bounded question with cited evidence. Choose ordinary investigation, claim checking, a claimed-state audit, decision lineage, repository tracing or pattern evidence according to the question; these are optional modes, not a sequence. A quick answer needs no report file. [Plan](../plan/SKILL.md) owns unified discovery and resumption when the question is part of shaping a change; return this cited answer to that existing intent without restarting its interview or taking over caller choices. ## Evidence rules - **One lineage counts once.** Copies, ports and repeated quotations of one upstream source are a single exemplar, however many files or reports carry them. Check provenance before counting instances as independent, and stop searching once new queries return only sources already read. - **Separate the invariant from the incidental.** Align instances by their role in the behavior; name what must hold, what legitimately varies and what is incidental syntax. An instance missing the invariant is not an instance. - **Recurrence does not earn a gate.** A blocking check needs a demonstrated …
Read the whole file at its exact version.
How to install
mdr add boshu2/agentops/research@sha256:2e24534939592578The line at the top of this page pins the label git:20261026.1b5f59a, 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_33p5dibpc72743gx)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 14 versions of this file, between Jul 28, 2026 and Oct 26, 2026, about one every 7 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261026.1b5f59a latest | 2026-10-26 | 1b5f59a | 19,532 B | A | view · diff |
| git:20261025.a376884 | 2026-10-25 | a376884 | 18,972 B | A | view · diff |
| git:20261023.37429a6 | 2026-10-23 | 37429a6 | 19,726 B | A | view · diff |
| git:20261022.0ffc108 | 2026-10-22 | 0ffc108 | 13,068 B | A | view · diff |
| git:20261021.71bc1e4 | 2026-10-21 | 71bc1e4 | 13,059 B | A | view · diff |
| git:20261010.6a62d53 | 2026-10-10 | 6a62d53 | 6,565 B | A | view · diff |
| git:20261005.4fda294 | 2026-10-05 | 4fda294 | 6,610 B | A | view · diff |
| git:20260922.fdf7de6 | 2026-09-22 | fdf7de6 | 8,018 B | A | view · diff |
| git:20260911.c655850 | 2026-09-11 | c655850 | 7,795 B | A | view · diff |
| git:20260903.10f0277 | 2026-09-03 | 10f0277 | 6,333 B | A | view · diff |
| git:20260825.2207c5b | 2026-08-25 | 2207c5b | 5,535 B | A | view · diff |
| git:20260807.7a765cd | 2026-08-07 | 7a765cd | 5,556 B | A | view · diff |
| git:20260728.894c190 | 2026-07-28 | 894c190 | 5,386 B | A | view · diff |
| git:20260728.a0d9c3b | 2026-07-28 | a0d9c3b | 5,317 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 (19532 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
boshu2/agentops · 453 stars · license Apache-2.0 · pushed 2026-11-03 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_33p5dibpc72743gx GET https://markdownregistry.com/api/v1/resolve?ref=boshu2/agentops/research GET https://markdownregistry.com/api/v1/blob/2e24534939592578f394cb890297949433ea3c3277d0e8f5f9b1f341e5f4b572
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.