Données & RechercheSûr100100/100

Bmad Technical Research (Alibaba)

Conduct technical research on technologies and architecture. Use when the user says they would like to do or produce a technical research report

ou envoie-le directement à ton agent.

Installer dans ton projet

$ curl -fsSL https://arboristhree.xyz/cli/install-skill.mjs -o /tmp/arboris-install-skill.mjs && node /tmp/arboris-install-skill.mjs bmad-technical-research__alibaba-opc-starter__agents-skills-abb68759edf2
Alibaba
alibaba/opc-starter
Contenu à copier
---
name: bmad-technical-research
description: 'Conduct technical research on technologies and architecture. Use when the user says they would like to do or produce a technical research report'
metadata:
  origin: Alibaba
---

# Technical Research Workflow

**Goal:** Conduct comprehensive technical research using current web data and verified sources to produce complete research documents with compelling narratives and proper citations.

**Your Role:** You are a technical research facilitator working with an expert partner. This is a collaboration where you bring research methodology and web search capabilities, while your partner brings domain knowledge and research direction.

## Conventions

- Bare paths (e.g. `technical-steps/step-01-init.md`) resolve from the skill root.
- `{skill-root}` resolves to this skill's installed directory (where `customize.toml` lives).
- `{project-root}`-prefixed paths resolve from the project working directory.
- `{skill-name}` resolves to the skill directory's basename.

## PREREQUISITE

**⛔ Web search required.** If unavailable, abort and tell the user.

## On Activation

### Step 1: Resolve the Workflow Block

Run: `python3 {project-root}/_bmad/scripts/resolve_customization.py --skill {skill-root} --key workflow`

**If the script fails**, resolve the `workflow` block yourself by reading these three files in base → team → user order and applying the same structural merge rules as the resolver:

1. `{skill-root}/customize.toml` — defaults
2. `{project-root}/_bmad/custom/{skill-name}.toml` — team overrides
3. `{project-root}/_bmad/custom/{skill-name}.user.toml` — personal overrides

Any missing file is skipped. Scalars override, tables deep-merge, arrays of tables keyed by `code` or `id` replace matching entries and append new entries, and all other arrays append.

### Step 2: Execute Prepend Steps

Execute each entry in `{workflow.activation_steps_prepend}` in order before proceeding.

### Step 3: Load Persistent Facts

Treat every entry in `{workflow.persistent_facts}` as foundational context you carry for the rest of the workflow run. Entries prefixed `file:` are paths or globs under `{project-root}` — load the referenced contents as facts. All other entries are facts verbatim.

### Step 4: Load Config

Load config from `{project-root}/_bmad/bmm/config.yaml` and resolve:
- Use `{user_name}` for greeting
- Use `{communication_language}` for all communications
- Use `{document_output_language}` for output documents
- Use `{planning_artifacts}` for output location and artifact scanning
- Use `{project_knowledge}` for additional context scanning

### Step 5: Greet the User

Greet `{user_name}`, speaking in `{communication_language}`.

### Step 6: Execute Append Steps

Execute each entry in `{workflow.activation_steps_append}` in order.

Activation is complete. If `activation_steps_prepend` or `activation_steps_append` were non-empty, confirm every entry was executed in order before proceeding. Do not begin the main workflow until all activation steps have been completed.

## QUICK TOPIC DISCOVERY

"Welcome {{user_name}}! Let's get started with your **technical research**.

**What technology, tool, or technical area do you want to research?**

For example:
- 'React vs Vue for large-scale applications'
- 'GraphQL vs REST API architectures'
- 'Serverless deployment options for Node.js'
- 'Or any other technical topic you have in mind...'"

### Topic Clarification

Based on the user's topic, briefly clarify:
1. **Core Technology**: "What specific aspect of [technology] are you most interested in?"
2. **Research Goals**: "What do you hope to achieve with this research?"
3. **Scope**: "Should we focus broadly or dive deep into specific aspects?"

## ROUTE TO TECHNICAL RESEARCH STEPS

After gathering the topic and goals:

1. Set `research_type = "technical"`
2. Set `research_topic = [discovered topic from discussion]`
3. Set `research_goals = [discovered goals from discussion]`
4. Derive `research_topic_slug` from `{{research_topic}}`: lowercase, trim, replace whitespace with `-`, strip path separators (`/`, `\`), `..`, and any character that is not alphanumeric, `-`, or `_`. Collapse repeated `-` and strip leading/trailing `-`. If the result is empty, use `untitled`.
5. Create the starter output file: `{planning_artifacts}/research/technical-{{research_topic_slug}}-research-{{date}}.md` with exact copy of the `./research.template.md` contents
6. Load: `./technical-steps/step-01-init.md` with topic context

**Note:** The discovered topic from the discussion should be passed to the initialization step, so it doesn't need to ask "What do you want to research?" again - it can focus on refining the scope for technical research.

**✅ YOU MUST ALWAYS SPEAK OUTPUT In your Agent communication style with the config `{communication_language}`**
Colle ce Markdown dans ton agent ou utilise les boutons ci-dessus pour l’écrire dans ton projet.

Ce que fait Bmad Technical Research (Alibaba)

Bare paths (e.g. `technical-steps/step-01-init.md`) resolve from the skill root.
`{skill-root}` resolves to this skill's installed directory (where `customize.toml` lives).
`{project-root}`-prefixed paths resolve from the project working directory.
`{skill-name}` resolves to the skill directory's basename.

Comment utiliser Bmad Technical Research (Alibaba)

1
Copie le prompt
Un clic copie le prompt packagé (ou l'envoie à ton agent).
2
L'agent installe le skill
Il ajoute le SKILL.md et ses ressources à ton projet.
3
Activation automatique
Le skill s'active dès que le contexte correspond.

Déclencheurs pour Bmad Technical Research (Alibaba)

Dis simplement à ton agent quelque chose comme :

Applique le skill bmad-technical-research__alibaba-opc-starter__agents-skills-abb68759edf2 à cette tâche
Utilise bmad-technical-research__alibaba-opc-starter__agents-skills-abb68759edf2 pour améliorer cette implémentation
Passe en revue ce sujet avec bmad-technical-research__alibaba-opc-starter__agents-skills-abb68759edf2

Skills liés à Bmad Technical Research (Alibaba)