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Fills two failure-visibility gaps in plugin telemetry. ## Gap 1: HTTP errors from _call_claude invisible Before: a 4xx/5xx response from the LLM API caused `_call_claude` to return None and produce ZERO fingerprint in tengu_hook_plugin_metrics. A failed call looked identical to "no review needed". The recent deprecation-400 outage (PR #2105, output_format → output_config.format, #2098) was invisible in aggregate dashboards until a user manually reported errors from their debug log. Cohort-specific or partial outages would never show up in BQ. Fix: add `http_err_last` (most recent status) and `http_err_count` to the existing `_USAGE` accumulator in `_base.py`. `_usage_metrics()` snapshots them whenever count > 0 (skip-path no-pollute contract preserved when count == 0). All `_call_claude` error sites now call the new `_record_http_error()` helper alongside the existing `_last_call_claude_http_error` module-state assignment. Now any future API failure category is queryable in BQ in real time: SELECT DATE(server_timestamp, "America/Los_Angeles") AS d, CAST(JSON_VALUE(additional_metadata, "$.http_err_last") AS INT64) AS code, COUNT(*) AS n FROM ... WHERE event_name = "tengu_hook_plugin_metrics" AND JSON_VALUE(additional_metadata, "$.pluginId") LIKE "%security-guidance%" AND JSON_VALUE(additional_metadata, "$.http_err_count") IS NOT NULL GROUP BY d, code ORDER BY d, n DESC ## Gap 2: sdk_bootstrap_phase / sdk_bootstrap_err always NULL in BQ Before: ensure_agent_sdk.py emitted these as strings (e.g. "pip", "dns_fail"). CC's plugin-metrics pipeline silently drops plugin-emitted string values — only bool|finite-number plugin metrics reach BigQuery. (CC-core fields like `subscription_type` are exempt because they're injected downstream of plugin validation.) Confirmed empirically: ~185K BUILD_FAILED rows in BQ over the past 2 days had `sdk_bootstrap_phase` = NULL and `sdk_bootstrap_err` = NULL despite the Python code emitting them. ~28K BUILD_FAILED sessions/day had no diagnostic split — flying blind on whether the failures are pip-no-match vs dns-fail vs ssl-verify vs proxy-auth etc. Fix: encode phase + err_kind as stable integers via SDK_BOOTSTRAP_PHASE_CODES and SDK_BOOTSTRAP_ERR_CODES. Phase: 1=pre, 2=venv, 3=pip, 4=main. Err: 10 known categories (1-10), 11-98 reserved, 99 = uncategorized catch-all (covers "exc:<X>", "other:<X>", and unmapped strings). APPEND-ONLY for telemetry stability. Also corrects the misleading "CC accepts string metric values" comment in ensure_agent_sdk.py that led to the bug originally. Verified locally on macOS Python 3.13: - py_compile clean. - 32 new tests in test_telemetry_failure_signals.py (added to internal test suite at sg-staging/tests/, not in this PR): * 4 HTTP-error tracking unit tests: _record_http_error increments count + tracks most-recent; handles None/invalid; -1 for network/timeout. * 4 _usage_metrics emission tests: empty when no activity; successful call has no http_err fields; failure-only has http_err and no api_calls; mixed has both. * 1 contract test: every emitted value is bool|finite-number (catches future regression of the string-dropping bug class). * 13 sdk_bootstrap encoding tests (parametrized over the 10 known err_kind categories + 5 catch-all shapes): each maps to the right integer; unknown phase = 0; unknown err = 99. * 1 static-shape regression catcher: every `err_kind = "..."` string in ensure_agent_sdk.main() must be in SDK_BOOTSTRAP_ERR_CODES (otherwise new err_kinds silently collapse to 99). * 2 emit-shape regression catchers: the assignments in main() go through _encode_phase / _encode_err_kind helpers (no raw strings); no literal string values for sdk_bootstrap_phase/err. * 1 comment-accuracy: the misleading "CC accepts string metric values" comment is gone. - Full suite: 437/437 pass + 2 skipped (live API tests, opt-in). NOT verified end-to-end against BQ — would require shipping + observing in production for 24h to confirm the http_err and sdk_bootstrap_phase/err fields actually appear in tengu_hook_plugin_metrics rows. The unit tests pin the contract; if the wire shape is broken, BQ will show NULL for the new fields and we revisit (with the same diagnostic the BUILD_FAILED bug gave us). Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>