research-first SKILL.md skillA

research-first from zaxbyhub/opencode-swarm is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add zaxbyhub/opencode-swarm/research-first@git:20261012.097422c

Pins git:20261012.097422c in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
zaxbyhub/opencode-swarm
Path
.claude/skills/research-first/SKILL.md
Versions recorded
4
Latest version
git:20261012.097422c, committed Oct 12, 2026
First version recorded
Mar 30, 2026
Size
1,942 bytes
Repository stars
517
License
MIT

Apply when planning fixes, investigating tech debt, architecting solutions, or diagnosing unknown issues that may involve external frameworks, dependencies, or platform behavior. Search online for current documentation and state-of-the-art approaches before tracing through code.

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 Before Planning Protocol

This skill body runs in an isolated Explore context: it has no conversation
history and cannot spawn further sub-agents. Work from the task statement it
receives, run searches and reads directly, and return a compact findings
report.

Scope guard — research the outside world only when the problem involves it:
- If the question involves external frameworks, dependencies, platform or
  toolchain behavior, or a suspected upstream bug: research online first.
- If the question is purely repo-local (project conventions, invariants,
  existing code structure), skip web research; the answer lives in the
  repository (AGENTS.md, docs/, and the source itself).
- If WebSearch/WebFetch are unavailable in this environment, state that
  explicitly and proceed with code tracing rather than stalling.

When researching:

1. Search current official documentation to confirm the behavior is NOT
   intended and NOT already fixed in a newer release
2. Search for state-of-the-art solutions, known community workarounds, and
   recent discussion of this problem type
3. Run multiple searches across distinct sources (official docs, issue
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add zaxbyhub/opencode-swarm/research-first@sha256:db2810ea0491b4a1

The line at the top of this page pins the label git:20261012.097422c, 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_b7zajxfjp3uzyegy.svg)](https://markdownregistry.com/a/art_b7zajxfjp3uzyegy)

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

Versions

The registry has recorded 4 versions of this file, between Mar 30, 2026 and Oct 12, 2026, about one every 65 days.

versioncommittedcommitsizeaudit
git:20261012.097422c latest2026-10-12 097422c 1,942 BA view · diff
git:20260711.5972d3e2026-07-11 5972d3e 1,930 BA view · diff
git:20260702.fa69d6a2026-07-02 fa69d6a 1,907 BA view · diff
git:20260330.91a8a3f2026-03-30 91a8a3f 926 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 (1942 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

zaxbyhub/opencode-swarm · 517 stars · license MIT · pushed 2026-11-01 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_b7zajxfjp3uzyegy
GET https://markdownregistry.com/api/v1/resolve?ref=zaxbyhub/opencode-swarm/research-first
GET https://markdownregistry.com/api/v1/blob/db2810ea0491b4a142d2aabb4b8e706e07f30336599a0ab7e7966e5a5ee0442d

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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Every file in zaxbyhub/opencode-swarm

Other files named research-first

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