{"site":"twilio.com","overall_health":"degraded","tasks":[{"site":"twilio.com","task":"dev_saas_api.generate_api_key","health":"degraded","aes":68,"outcome_rate":0.68,"known_blockers":["login_required","2fa_user_present"],"recipe_uri":"recipe://dev_saas_api.generate_api_key/twilio-api-keys/v1","policy_notes":{"observation_method":"public_official_help_or_docs_page","observation_date":"2026-06-09","key_path":"console_account_menu_keys_credentials_api_keys_tokens_create_api_key","api_branch":"standard_and_restricted_keys_have_api_or_cli_paths","main_keys":"console_only","source_urls":"https://www.twilio.com/docs/iam/api-keys"},"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Confidence reflects 0.7 effective weight, Wilson bounds 0.072504-0.982983, and Beta posterior mean 0.546667."},"freshness":{"updated_at":"2026-06-09T01:51:46.441Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["public-twilio-api-keys","public-twilio-key-type-branches"],"latest_evidence_id":"public-twilio-key-type-branches","notes":["Twilio documents API key creation through Console and eligible API/CLI paths, but key type, permissions, and existing credentials determine whether automation can proceed.","Source: https://www.twilio.com/docs/iam/api-keys"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Low-trust public web observation from official or public task documentation; treat as directional until measured agent runs arrive."},"dimensions":[{"key":"reachability","score":56,"sample_size":2,"rationale":"Derived from AES 68 and observed friction for reachability."},{"key":"navigability","score":68,"sample_size":2,"rationale":"Derived from AES 68 and observed friction for navigability."},{"key":"task_completability","score":68,"sample_size":2,"rationale":"Derived from AES 68 and observed friction for task_completability."},{"key":"transactability","score":68,"sample_size":2,"rationale":"Derived from AES 68 and observed friction for transactability."},{"key":"recoverability","score":68,"sample_size":2,"rationale":"Derived from AES 68 and observed friction for recoverability."},{"key":"policy_parseability","score":68,"sample_size":2,"rationale":"Derived from AES 68 and observed friction for policy_parseability."},{"key":"trust_safety","score":68,"sample_size":2,"rationale":"Derived from AES 68 and observed friction for trust_safety."},{"key":"efficiency","score":56,"sample_size":2,"rationale":"Derived from AES 68 and observed friction for efficiency."}],"segments":[],"recommended_actions":[{"priority":"high","actor":"agent","action":"Classify Twilio key type before attempting credential creation.","expected_impact":"Prevents agents from expecting REST support for keys that must be created in Console."}]}],"incidents":[],"confidence":{"score":0.28,"level":"low","sample_size":2,"rationale":"Aggregated across available task-level confidence summaries."},"freshness":{"updated_at":"2026-06-09T01:51:46.441Z","age_days":0,"status":"fresh","rationale":"Latest evidence is 0 days old."},"evidence":{"sample_size":2,"source_tiers":["public_web_observation"],"evidence_ids":["public-twilio-api-keys","public-twilio-key-type-branches"],"latest_evidence_id":"public-twilio-key-type-branches","notes":["Twilio documents API key creation through Console and eligible API/CLI paths, but key type, permissions, and existing credentials determine whether automation can proceed.","Source: https://www.twilio.com/docs/iam/api-keys"]},"trust":{"score":0.32,"level":"low","reporter_count":0,"deduplicated_evidence_count":0,"quarantined_count":0,"rationale":"Aggregated across task or site trust summaries."},"recommended_actions":[{"priority":"high","actor":"agent","action":"Classify Twilio key type before attempting credential creation.","expected_impact":"Prevents agents from expecting REST support for keys that must be created in Console."}]}