Claude Code Routines
× BACON-AI Engine

# Fire a routine via API (e.g. from an alerting system)
curl -X POST https://api.anthropic.com/v1/claude_code/routines/trig_01ABC.../fire \
  -H "Authorization: Bearer sk-ant-oat01-xxxxx" \
  -H "anthropic-beta: experimental-cc-routine-2026-04-01" \
  -H "anthropic-version: 2023-06-01" \
  -H "Content-Type: application/json" \
  -d '{"text": "Sentry alert SEN-4521 fired in prod. Stack trace: ..."}'

# Response — session URL returned immediately
{
  "type": "routine_fire",
  "claude_code_session_id": "session_01HJKLMN...",
  "claude_code_session_url": "https://claude.ai/code/session_01HJKLMN..."
}

# The `text` field is freeform — pass alert body, JSON payload,
# log excerpt, deploy manifest — whatever context Claude needs

# When a Routine discovers a missing capability, record a PCF Gap
import xmlrpc.client

uid, models = xmlrpc_connect()  # standard Odoo XML-RPC

# Routine tried to use a step that doesn't exist yet
gap_id = models.execute_kw(db, uid, pwd,
    'workflow.gap.record', 'record_gap', [{
        'gap_type': 'step',
        'requested_code': 'LLM-SUMMARIZE-ALERT',
        'description': 'Routine needs alert summarization step',
        'agent_id': 'routine-oncall-triage',
        'context_samples': [{
            'trigger': 'api',
            'prompt_fragment': 'summarize the Sentry alert'
        }]
    }]
)

# After 3 identical gaps → auto-prioritised to Medium
# After 5 gaps → High priority, research triggered automatically
# The system tells you what to build next

import hashlib

def topology_fingerprint(executed_steps: list[str]) -> str:
    """Hash the realized step sequence for self-annealing comparison."""
    canonical = '|'.join(executed_steps)
    return 'T:' + hashlib.sha256(canonical.encode()).hexdigest()[:8]

# Canonical Routine execution
canonical = topology_fingerprint([
    'TSK-VALIDATE-TRIGGER', 'SCR-CLONE-REPO',
    'LLM-EXECUTE-PROMPT', 'SCR-PUSH-BRANCH'
])
# → T:a3f2c91e

# Self-annealed execution (Routine added extra LLM call)
annealed = topology_fingerprint([
    'TSK-VALIDATE-TRIGGER', 'SCR-CLONE-REPO',
    'LLM-EXECUTE-PROMPT', 'LLM-VERIFY-OUTPUT',  # extra step!
    'SCR-PUSH-BRANCH'
])
# → T:7b1d4e0f  ← drift detected → variant candidacy after 3× occurrence

# Variant metadata for WF-ROUTINE-EXEC.V02 (API trigger variant)
{
    "variant_id": "V02",
    "description": "API-triggered routine — fast SLO, context-driven",
    "dimensions": {
        "role": "autonomous_responder",
        "model_class": "frontier",
        "risk_tier": 2,
        "autonomy_level": "autonomous",    // no approval prompts
        "data_sensitivity": "internal",
        "slo_class": "fast",             // respond within minutes
        "environment": "production"
    },
    "policy_overrides": {
        "confidence_floor": 0.75,      // lower than schedule variant
        "max_retries": 2,
        "human_approval_gates": []    // fully autonomous
    },
    "curiosity_config": {
        "exploration_budget": 0.05,   // low — prioritise speed
        "novelty_threshold": 0.9,
        "information_gain_weight": 0.1
    }
}