axom-discover

Axom Discover Skill

Map the unknown before you act. Violently effective recon. No blind discovery. Filter aggressively. Chain to memory.

⚠️ Core Mandate

Don't fly blind. Discovery is the foundation of every precise action. Check memory before deep file dive. Build a mental map of files, tools, memory, capabilities.

Domains: Use with Intent

Domain	Returns	When
files	File tree, filtered	Code, configs, tests, docs
tools	Available MCP tools	Before chaining
memory	Memory stats, structure	What is already known
capabilities	Server config, limits	Constraints
all	Combined discovery	Full recon in one call

Reconnaissance Patterns

1. Cold Start: New Repo

1. domain="files", recursive=false                        → Top-level structure
2. domain="files", filter={"pattern": "README*|*.md"}     → Docs
3. domain="files", filter={"pattern": "test_*|*_test*"}   → Tests
4. domain="tools"                                         → What can be chained
5. domain="memory"                                        → Prior knowledge

2. Targeted Strike: You Know What You Need

| Need | Parameters | | :------------------ | :----------------------------------- | ------------- | --------- | | Configs | domain="files", filter="\*.conf | \*.json | \*.yaml" | | Python entry points | domain="files", filter="main\*.py | **main**.py" | | Handlers / routes | domain="files", filter="_handler_ | _route_" | | Schemas | domain="files", filter="_schema_ | _model_" |

3. Chain Discovery: Multi-Domain Recon

Feed discovery results into the next step:

{
  "domain": "files",
  "filter": { "pattern": "*.py" },
  "limit": 20,
  "chain": [
    {
      "tool": "axom_mcp_memory",
      "args": {
        "action": "write",
        "name": "recon_file_map_20260222",
        "content": "Discovered Python files: ${_result}",
        "memory_type": "short_term"
      }
    }
  ]
}