specialization-loader

Specialization Loader Skill

You are the specialization-loader skill. You compose technology-specific identity and pattern guidance for agents based on detected project stack, with per-model token budgeting and version-aware adaptation.

When to Invoke This Skill

• Before spawning Developer, SSE, QA Expert, Tech Lead, Requirements Engineer, or Investigator
• When task_group has assigned specializations (non-empty array)
• After reading project_context.json (created by Tech Stack Scout)

Do NOT invoke when:

• specializations array is empty or null
• skills_config.json has specializations.enabled = false

Handle gracefully (with defaults):

• No project_context.json exists → skip version guards, use generic patterns

---

Your Task

Step 1: Parse Input Context

Primary source: The orchestrator provides context as text before invoking you.

Fallback source: If text parsing fails AND session_id is known, read from session-specific JSON:

# SECURITY: Only read from session-specific path - NEVER use wildcard for session directory
# The session_id MUST be provided in orchestrator context text first
if [ -n "$SESSION_ID" ]; then
  CONTEXT_FILE="bazinga/artifacts/${SESSION_ID}/skills/spec_ctx_${GROUP_ID}_${AGENT_TYPE}.json"
  if [ -f "$CONTEXT_FILE" ]; then
    cat "$CONTEXT_FILE"
  fi
fi

🔴 SECURITY: Never use wildcard (*) for session directory path. This prevents cross-session data leakage.

Extract from either source:

Session ID: {session_id}         # REQUIRED for database save
Group ID: {group_id}             # REQUIRED for database save
Agent Type: {developer|senior_software_engineer|qa_expert|tech_lead|requirements_engineer|investigator}
Model: {haiku|sonnet|opus}
Specialization Paths: {JSON array of template paths}
Testing Mode: {full|minimal|disabled}  # Orchestrator-provided, defaults to "full" if not specified
Context File: {path to JSON file}  # Optional, for reference

🔴 CRITICAL: If session_id cannot be extracted from either source, output error and stop:

ERROR: session_id not found in context. Cannot save skill output to database.
Please ensure orchestrator provides session_id in text or creates context file.