iiRecord
Agentic AI Atlas · research-first-dev
lib-skill:shared--research-first-deva5c.ai
II.
LibrarySkill JSON

lib-skill:shared--research-first-dev

Structured · live

research-first-dev json

Inspect the normalized record payload exactly as the atlas UI reads it.

File · generated-library/skills.yamlCluster · generated-library
Record JSON
{
  "id": "lib-skill:shared--research-first-dev",
  "_kind": "LibrarySkill",
  "_file": "generated-library/skills.yaml",
  "_cluster": "generated-library",
  "attributes": {
    "displayName": "research-first-dev",
    "description": "Research-first development methodology that investigates existing solutions, brainstorms alternatives, and evaluates trade-offs before any implementation begins.",
    "libraryPath": "library/methodologies/everything-claude-code/skills/research-first-dev/SKILL.md",
    "contentSummary": "- Parse the request into specific technical requirements\n- Identify the domain and relevant technology stack\n- List known constraints (time, resources, compatibility)\n- Define success criteria\n\n### 2. Existing Solution Search\n- Search GitHub for similar implementations\n- Check package registr"
  },
  "outgoingEdges": [
    {
      "from": "lib-skill:shared--research-first-dev",
      "to": "skill-area:agentic-loops",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:shared--research-first-dev",
      "to": "skill-area:orchestration-loop",
      "kind": "lib_requires_skill_area",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:shared--research-first-dev",
      "to": "topic:developer-experience",
      "kind": "lib_covers_topic",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:shared--research-first-dev",
      "to": "domain:software-engineering",
      "kind": "lib_applies_to_domain",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:shared--research-first-dev",
      "to": "role:tech-lead",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 1
      }
    },
    {
      "from": "lib-skill:shared--research-first-dev",
      "to": "role:backend-engineer",
      "kind": "lib_involves_role",
      "attributes": {
        "weight": 0.7
      }
    },
    {
      "from": "lib-skill:shared--research-first-dev",
      "to": "workflow:feature-development",
      "kind": "lib_implements_workflow",
      "attributes": {
        "weight": 1
      }
    }
  ],
  "incomingEdges": []
}