research 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.
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:20261010.407c70bPins git:20261010.407c70b in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- boshu2/agentops
- Path
plugin/skills/research/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261010.407c70b, committed Oct 10, 2026
- Size
- 6,565 bytes
- Repository stars
- 450
- License
- Apache-2.0
Answer one cited question: how code works, or whether a repeated pattern deserves a rule. Use when: asked how, why, or whether to enforce a pattern.
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, 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. - **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 cost of violation: an incident, defect or measured harm traced to the pattern's absence. Recommend the least committed useful shape: no action, a …
Read the whole file at its exact version.
How to install
mdr add boshu2/agentops/research@sha256:25a0bfadccf2f402The line at the top of this page pins the label git:20261010.407c70b, 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_hrj2ronfgj66k2ue)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 10, 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 (6565 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 · 450 stars · license Apache-2.0 · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_hrj2ronfgj66k2ue GET https://markdownregistry.com/api/v1/resolve?ref=boshu2/agentops/research GET https://markdownregistry.com/api/v1/blob/25a0bfadccf2f40274e37cc09f55932240d2e5e975b42fcfa2ca25d6d7d68075
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.