research SKILL.md skillA

research from chrislacey89/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add chrislacey89/skills/research@git:20261030.5d7f43e

Pins git:20261030.5d7f43e in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
chrislacey89/skills
Path
research/SKILL.md
Versions recorded
14
Latest version
git:20261030.5d7f43e, committed Oct 30, 2026
First version recorded
May 12, 2026
Size
45,581 bytes
Repository stars
4
License
MIT

Primary pipeline step after /shape and before /write-a-prd. Use to verify current docs, versions, repo patterns, and key unknowns before shaping. Invokes /api-design-review when API contract risk is high. Not for underdefined problems or implementation-ready work.

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

Always run this skill after /shape and before /write-a-prd. It auto-calibrates depth: sometimes it's a 2-minute version check that confirms your approach is still valid, sometimes it's a 30-minute deep dive into unfamiliar territory. The point is that it always runs — you don't get to skip it — because the most expensive research failures are the ones where you didn't know you needed to research.

This is also the first anti-anchoring checkpoint in the workflow. If the user or an earlier conversation introduced a date, budget, or confidence claim, clarify whether it is a **target**, an **estimate**, or a **commitment** before carrying it forward into the PRD.

> **One question per turn.** When confirming constraints, reviewing findings, or asking the user anything, ask one question at a time and wait for the answer before asking the next. Never present a batch of questions as a numbered or bulleted list.
>
> **Prefer single-select.** Use single-select multiple choice when the user is choosing one direction, one priority, or one next step.
>
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add chrislacey89/skills/research@sha256:cf288b554e65234f

The line at the top of this page pins the label git:20261030.5d7f43e, 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_7qwd2rv26rwdyyb7.svg)](https://markdownregistry.com/a/art_7qwd2rv26rwdyyb7)

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

Versions

The registry has recorded 14 versions of this file, between May 12, 2026 and Oct 30, 2026, about one every 13 days.

versioncommittedcommitsizeaudit
git:20261030.5d7f43e latest2026-10-30 5d7f43e 45,581 BA view · diff
git:20261030.6cecfb32026-10-30 6cecfb3 45,542 BA view · diff
git:20261021.d5484452026-10-21 d548445 45,125 BA view · diff
git:20261020.f57e6a32026-10-20 f57e6a3 45,176 BA view · diff
git:20261020.fdb73042026-10-20 fdb7304 45,211 BA view · diff
git:20261019.4e767b12026-10-19 4e767b1 45,159 BA view · diff
git:20261019.7550c8d2026-10-19 7550c8d 45,187 BA view · diff
git:20261018.b4cd67c2026-10-18 b4cd67c 44,573 BA view · diff
git:20261014.1dd18172026-10-14 1dd1817 40,422 BA view · diff
git:20260526.e9a5c8e2026-05-26 e9a5c8e 39,933 BA view · diff
git:20260526.726ba2b2026-05-26 726ba2b 39,195 BA view · diff
git:20260515.2f3c7b12026-05-15 2f3c7b1 37,602 BA view · diff
git:20260512.e63f7a72026-05-12 e63f7a7 37,034 BA view · diff
git:20260512.e42eec12026-05-12 e42eec1 36,982 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 (45581 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

chrislacey89/skills · 4 stars · license MIT · pushed 2026-11-06 · branch prod

API

GET https://markdownregistry.com/api/v1/artifacts/art_7qwd2rv26rwdyyb7
GET https://markdownregistry.com/api/v1/resolve?ref=chrislacey89/skills/research
GET https://markdownregistry.com/api/v1/blob/cf288b554e65234f5e2cf5e6cc58426ee726620c084a43fe9720b89daec9312a

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.

More from chrislacey89/skills

CLAUDE.md CLAUDE.md file
chrislacey89/skills · CLAUDE.md
git:20261106.e899164 · audit A · 4 stars
api-design-review SKILL.md skill
chrislacey89/skills · api-design-review/SKILL.md · Invoked helper skill for higher-risk API contract decisions, usually called from /research or /write-a-prd. Use when…
git:20260407.d6d717b · audit A · 4 stars
closeout SKILL.md skill
chrislacey89/skills · closeout/SKILL.md · Primary pipeline tail step after /pre-merge, when a reviewed PR is ready to land and you want the workspace back to a…
git:20261105.863eae4 · audit A · 4 stars
compound SKILL.md skill
chrislacey89/skills · compound/SKILL.md · Primary pipeline knowledge-capture step that closes the compounding loop. Capture a durable lesson in docs/solutions/…
git:20261105.863eae4 · audit A · 4 stars
correct-course SKILL.md skill
chrislacey89/skills · correct-course/SKILL.md · Side-route skill for explicit backtracking when an upstream artifact becomes untrustworthy. Use when research, PRD, or…
git:20261029.1549c2c · audit A · 4 stars
create-milestone SKILL.md skill
chrislacey89/skills · create-milestone/SKILL.md · Primary planning branch after /shape for major-tranche work that requires multiple independent PRDs. Use to create a…
git:20261021.d548445 · audit A · 4 stars
design-an-interface SKILL.md skill
chrislacey89/skills · design-an-interface/SKILL.md · Invoked helper skill for unresolved module boundaries, usually called from /write-a-prd. Use to compare multiple…
git:20260408.27121d1 · audit A · 4 stars
excavate SKILL.md skill
chrislacey89/skills · excavate/SKILL.md · User-invoked side-route for onboarding to a legacy repo with no docs/solutions/, research archive, or written…
git:20261105.01fdd6e · audit A · 4 stars
execute SKILL.md skill
chrislacey89/skills · execute/SKILL.md · Primary pipeline execution step after /prd-to-issues or for clearly scoped implementation work. Use to build, verify…
git:20261106.4cf0576 · audit B · 4 stars
fix-findings SKILL.md skill
chrislacey89/skills · fix-findings/SKILL.md · Invoked helper skill for fixing the review findings a human has already chosen (from a /pre-merge review, or teammate…
git:20261105.c15b677 · audit A · 4 stars
git-guardrails-claude-code SKILL.md skill
chrislacey89/skills · git-guardrails-claude-code/SKILL.md · Infrastructure safety skill for blocking dangerous git commands in Claude-driven workflows. Use when the repo or user…
git:20261025.18d51e4 · audit A · 4 stars
hackathon SKILL.md skill
chrislacey89/skills · hackathon/SKILL.md · User-invoked side-route for a judged, time-boxed hackathon day: turns the event brief into a scored project choice, an…
git:20261106.e899164 · audit A · 4 stars

Every file in chrislacey89/skills

Other files named research

research SKILL.md skill
yeachan-heo/oh-my-claudecode · skills/research/SKILL.md · Investigate an open question and return grounded, sourced findings
git:20260818.3222f6d · audit A · 40,624 stars
research SKILL.md skill
vinvcn/mattpocock-skills-zh-cn · skills/engineering/research/SKILL.md · 对照高可信一手来源调研问题,并把发现保存为仓库中的 Markdown 文件。适用于用户想调研主题、收集文档或 API 事实,或把阅读工作委托给后台代理时。
git:20260704.c71ad54 · audit A · 5,611 stars
research SKILL.md skill
alsk1992/cloddsbot · src/skills/bundled/research/SKILL.md · Research prediction markets - base rates, resolution rules, historical data
git:20260127.930cd97 · audit A · 3,076 stars
research SKILL.md skill
sethgammon/citadel · skills/research/SKILL.md · Focused research investigations. Converts questions into structured findings with confidence levels and source…
git:20260810.9641280 · audit A · 927 stars
research SKILL.md skill
zhongkaifu/tensorsharp · TensorAgent/skills/research/SKILL.md · Use for web searches and current information lookups, finding sources, and fact-checking without being given any URLs…
git:20261015.4e92754 · audit B · 661 stars
research SKILL.md skill
oliver-kriska/claude-elixir-phoenix · plugins/elixir-phoenix/skills/research/SKILL.md · Research Elixir/Phoenix/Ecto topics or evaluate Hex libraries (--library). Use when learning about libraries, patterns…
git:20260929.c08ad14 · audit A · 573 stars
research SKILL.md skill
aiskillstore/marketplace · pending/warpdotdev/research/SKILL.md · Delegate noisy investigation to one or more subagents so the orchestrator's context stays clean, then work from the…
git:20260904.fce3b5e · audit A · 471 stars
research SKILL.md skill
boshu2/agentops · skills/research/SKILL.md · Answer one cited question on code, history, claims or patterns. Use when: asked how it works, why it changed, if a…
git:20261031.73cbeae · audit A · 453 stars

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