Agent skill

Bmad Market Research

by delorenj in delorenj/mcp-server-trello

Deprecated — forwards to bmad-deep-recon (market type). An agent skill from delorenj/mcp-server-trello.

MITAuto-check passedMarketing & SEO

Install Bmad Market Research

skills CLI
$ npx skills add delorenj/mcp-server-trello --skill bmad-market-research -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install delorenj/mcp-server-trello bmad-market-research --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/delorenj/mcp-server-trello.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agent/skills/bmad-market-research .claude/skills/bmad-market-research && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
bmad-market-research
GitHub stars
445
Token cost
~455 tokens
SKILL.md length
192 words
Files
1
Skills in repo
64
Repo updated
First seen
Licence
MIT

At a glance

Deprecated — forwards to bmad-deep-recon (market type). An agent skill from delorenj/mcp-server-trello.

  • Works in 3 steps: Resolve customization: uv run… → Emit a deprecation notice to the user… → Invoke bmad-deep-recon with: research…
  • Tasks that involve Market research
  • Calls uv

What it does

Bmad Market Research is an agent skill from delorenj/mcp-server-trello. Deprecated — forwards to bmad-deep-recon (market type).

Its SKILL.md is about 460 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Marketing & SEO, covering Market research. The repository describes itself as: A Model Context Protocol (MCP) server that provides tools for interacting with Trello boards. The licence is MIT.

When your agent uses it

  • Tasks that involve Market research

Example prompts

  • “/bmad-market-research”

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. Resolve customization: uv run {project-root}/_bmad/scripts/resolve_customization.py --skill {skill-root} --key workflow. This picks up any…
  2. Emit a deprecation notice to the user (in their configured communication language): bmad-market-research is deprecated and forwards to…
  3. Invoke bmad-deep-recon with: research type market (skip its type inference), the four legacy fields above as pre-resolved values, and the…

What it can do on your machine

Read from SKILL.md and the folder at commit 737292f. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • uv

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md. Its commands use uv, which can reach the network depending on how they are called.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Bmad Market Research loads about 455 tokens when it runs. Until then it costs about 19 tokens; SKILL.md has 192 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~19
When it runs · the whole SKILL.md, loaded when a task matches
~455

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from delorenj/mcp-server-trello at commit 737292f, republished under its MIT licence (© delorenj). 192 words, ~455 tokens.

Download SKILL.mdSave it as .claude/skills/bmad-market-research/SKILL.md (or your agent's skills folder).
name
bmad-market-research
description
Deprecated — forwards to bmad-deep-recon (market type).

DEPRECATED — forwards to bmad-deep-recon (market type)

This skill was consolidated into bmad-deep-recon. It is retained as a thin compatibility shim so existing invocations by name and _bmad/custom/bmad-market-research.toml override files keep working. New work should invoke bmad-deep-recon directly — it drafts deep-research prompts for outside tools, processes finished reports into downstream-ready summaries, and runs research directly, across market, domain, technical, competitive, user-voice, and academic-lit types (plus a select shape for choose-between decisions and custom types).

On Activation

  1. Resolve customization: uv run {project-root}/_bmad/scripts/resolve_customization.py --skill {skill-root} --key workflow. This picks up any {project-root}/_bmad/custom/bmad-market-research.toml and bmad-market-research.user.toml overrides for the legacy fields (activation_steps_prepend, activation_steps_append, persistent_facts, on_complete).
  2. Emit a deprecation notice to the user (in their configured communication language): bmad-market-research is deprecated and forwards to bmad-deep-recon with the market type. To silence this notice and access the full new surface (draft/process/run modes, research types, verification levels, HTML briefing, handoffs), migrate _bmad/custom/bmad-market-research.toml to _bmad/custom/bmad-deep-recon.toml and invoke bmad-deep-recon directly.
  3. Invoke bmad-deep-recon with: research type market (skip its type inference), the four legacy fields above as pre-resolved values, and the user's original input verbatim. bmad-deep-recon takes the workflow from here — do not execute any further steps in this shim.

© delorenj, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in .agent/skills/bmad-market-research of delorenj/mcp-server-trello.

Open the folder on GitHubat commit 737292f

Compare with similar skills

Bmad Market Research next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Bmad Market Research compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Bmad Market Research this skilldelorenj/mcp-server-trello445—~455Automated safety check: PassMIT
Customer ResearchNexus-JPF/note-companion8706 repos~3.2kAutomated safety check: PassMIT
Creative Directorsmixs/creative-director-skill247—~5.1kAutomated safety check: PassCC-BY-4.0
Audience ResearchScrapeCreators/social-media-research-skills3.4k—~635Automated safety check: NotesMIT
Last 30 Days Trend Researchnexu-io/open-design100k—~1.3kAutomated safety check: PassMIT
Bggg Data Redditbinggandata/bggg-skills605—~1.2kAutomated safety check: PassMIT

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Categories

Questions about Bmad Market Research

What does Bmad Market Research do?

Deprecated — forwards to bmad-deep-recon (market type). An agent skill from delorenj/mcp-server-trello. Bmad Market Research is an agent skill from delorenj/mcp-server-trello. Deprecated — forwards to bmad-deep-recon (market type).

When should I use Bmad Market Research?

Bmad Market Research fits situations like: tasks that involve Market research.

How do I install Bmad Market Research in Claude Code?

Run `npx skills add delorenj/mcp-server-trello --skill bmad-market-research -a claude-code`. Or copy the skill folder (.agent/skills/bmad-market-research in delorenj/mcp-server-trello) into .claude/skills/bmad-market-research in your project. Claude Code loads it when a task matches its description.

How do I install Bmad Market Research in Codex?

Run `npx skills add delorenj/mcp-server-trello --skill bmad-market-research -a codex`. Or copy the skill folder (.agent/skills/bmad-market-research in delorenj/mcp-server-trello) into .agents/skills/bmad-market-research in your project. Codex loads it when a task matches its description.

Can I use Bmad Market Research in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add delorenj/mcp-server-trello --skill bmad-market-research -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/bmad-market-research, .gemini/skills/bmad-market-research, .github/skills/bmad-market-research and .opencode/skills/bmad-market-research in your project.

What does Bmad Market Research need to run?

Going by SKILL.md and its folder, Bmad Market Research needs the command-line tools its instructions call (uv).

Does Bmad Market Research access the network?

SKILL.md contains no URLs. Its commands use uv, which can reach the network depending on how they are called. This is read from the text; nothing was executed.

Is Bmad Market Research safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Bmad Market Research use?

Bmad Market Research is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Bmad Market Research use?

About 455 tokens (SKILL.md is roughly 1.8k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Bmad Market Research?

Skills that share tags, products or a category with Bmad Market Research: Customer Research (Nexus-JPF/note-companion, 870 stars), Creative Director (smixs/creative-director-skill, 247 stars), Audience Research (ScrapeCreators/social-media-research-skills, 3.4k stars) and Last 30 Days Trend Research (nexu-io/open-design, 100k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Bmad Market Research?

delorenj (a GitHub user) maintains it in delorenj/mcp-server-trello, which has 445 GitHub stars. The repository holds 64 skills in this directory. The repository was last updated on September 23, 2026.

Source: delorenj/mcp-server-trello on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.