research SKILL.md skillA

research from namedtoaster/the-last-mile is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add namedtoaster/the-last-mile/research@git:20261011.023ac29

Pins git:20261011.023ac29 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
namedtoaster/the-last-mile
Path
skills/research/SKILL.md
Versions recorded
1
Latest version
git:20261011.023ac29, committed Oct 11, 2026
Size
6,031 bytes
Repository stars
14
License
MIT

Answer a question by searching the project's own docs and code first, then official sources, and file the dated, sourced answer where it will be read again. Adds to an existing doc before creating a new one, marks anything unverified, and keeps a one line summary with the headline finding in the rules file's Docs index. Gives a short answer in chat first. Use when the user asks to research, look into, compare options for, or find out how something works before deciding or building.

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 question, then file the answer where someone will find it next time.

Most research docs are written once and never opened again. In one shipped app,
108 of 134 research docs were never touched after the day they were written. What
got read was the one line summary in the rules file's Docs index, because the rules
file is loaded every session. So the index line matters more than the doc. Write
both, and write the index line as if it is the only thing anyone will read.

Do not write app code during research. If the answer says to change something, say
so and let the user decide.

## 1. Pin down the question

Restate the question in one sentence, and the decision it should inform. If the
question is too vague to answer (for example "look into payments"), ask one short
question to narrow it. Otherwise start.

## 2. Look at what the project already knows

Before searching the web:

1. Read the **Docs** section of the rules file (`CLAUDE.md` or `AGENTS.md`).
2. Search the docs folder and the root docs for the topic and its synonyms:
   `grep -ril "<term>" docs/ *.md`. Try two or three words, not one.
3. Search the code for the feature or library involved.
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add namedtoaster/the-last-mile/research@sha256:06afa70e17b3c8fb

The line at the top of this page pins the label git:20261011.023ac29, 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_crr4yhjm736tl7eh.svg)](https://markdownregistry.com/a/art_crr4yhjm736tl7eh)

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

Versions

The registry has recorded 1 version of this file, committed on Oct 11, 2026.

versioncommittedcommitsizeaudit
git:20261011.023ac29 latest2026-10-11 023ac29 6,031 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 (6031 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

namedtoaster/the-last-mile · 14 stars · license MIT · pushed 2026-10-21 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_crr4yhjm736tl7eh
GET https://markdownregistry.com/api/v1/resolve?ref=namedtoaster/the-last-mile/research
GET https://markdownregistry.com/api/v1/blob/06afa70e17b3c8fb3fb8fff5fdb9c26790435ba38a273f8ed9ed5ce25f61419a

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 namedtoaster/the-last-mile

CLAUDE.md@.claude CLAUDE.md file
namedtoaster/the-last-mile · .claude/CLAUDE.md
git:20261019.c868eae · audit A · 14 stars
DESIGN.md@docs DESIGN.md file
namedtoaster/the-last-mile · docs/DESIGN.md
git:20261012.abaadc0 · audit A · 14 stars
connect-tools SKILL.md skill
namedtoaster/the-last-mile · skills/connect-tools/SKILL.md · Connect Claude to the services an app already uses (RevenueCat, PostHog, Sentry, Expo, Supabase, Stripe and others)…
git:20261021.8eaa948 · audit A · 14 stars
fact-check SKILL.md skill
namedtoaster/the-last-mile · skills/fact-check/SKILL.md · Re-check stated facts about the App Store, Google Play and app tools against the current official pages, update each…
git:20261019.4cbc8ac · audit A · 14 stars
feature-demo SKILL.md skill
namedtoaster/the-last-mile · skills/feature-demo/SKILL.md · Build a tap-through demo of a feature so the person can see it before it ships, instead of reading a spec about it…
git:20261017.b3bce3d · audit A · 14 stars
improve-skill SKILL.md skill
namedtoaster/the-last-mile · skills/improve-skill/SKILL.md · Fix a Last Mile skill that did the wrong thing, from inside the project where it went wrong. Decides whether the lesson…
git:20261012.0a65810 · audit A · 14 stars
lean-out SKILL.md skill
namedtoaster/the-last-mile · skills/lean-out/SKILL.md · Find the structural clutter in an app that is making every new change land wrong, and rank it by what it would have…
git:20261018.f97cc06 · audit A · 14 stars
mine-community SKILL.md skill
namedtoaster/the-last-mile · skills/mine-community/SKILL.md · Harvest a founder community (a subreddit, a forum, a newsletter archive) for what is actually working in app marketing…
git:20261020.8caec6f · audit A · 14 stars
one-time-surface SKILL.md skill
namedtoaster/the-last-mile · skills/one-time-surface/SKILL.md · Build or check a surface that is meant to appear once and then stop, such as a coach mark, tooltip, tour, primer…
git:20261018.bf92cbb · audit A · 14 stars
port-feature SKILL.md skill
namedtoaster/the-last-mile · skills/port-feature/SKILL.md · Bring a feature you already built in another of your own repos into this project. Reads the source feature end to end…
git:20261011.023ac29 · audit A · 14 stars
reference-hunt SKILL.md skill
namedtoaster/the-last-mile · skills/reference-hunt/SKILL.md · Find how real, shipped apps solve a given screen or flow, so the design starts from patterns people actually use…
git:20261011.023ac29 · audit A · 14 stars
screen-atlas SKILL.md skill
namedtoaster/the-last-mile · skills/screen-atlas/SKILL.md · Build a browsable catalogue of every screen in the app, captured from a running build and grouped into the journeys…
git:20261019.96c599a · audit A · 14 stars

Every file in namedtoaster/the-last-mile

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 · 40,148 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 · 5,110 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 · 2,990 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 · 925 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 · 598 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 · 569 stars
research SKILL.md skill
boshu2/agentops · skills/research/SKILL.md · Answer one cited question: how code works, or whether a repeated pattern deserves a rule. Use when: asked how, why, or…
git:20261010.6a62d53 · audit A · 450 stars
research SKILL.md skill
boshu2/agentops · plugin/skills/research/SKILL.md · Answer one cited question: how code works, or whether a repeated pattern deserves a rule. Use when: asked how, why, or…
git:20261010.407c70b · audit A · 450 stars

Browse by kind, by grade A, or by owner.