[auto-jira] Update auto-jira skill: lint/test requirements, unattended mode#48315
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…ed mode - Replace clauded references with --dangerously-skip-permissions suggestion - Require dda inv test and dda inv linter.go to pass before pushing - Add step to post @codex review as a GitHub PR comment after each draft PR - Add end-of-session Codex pass to address any review comments Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
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customfield_10020 requires a bare integer sprint ID, not an object.
Passing {"id": <SPRINT_ID>} causes "Number value expected" from the API.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Files inventory check summaryFile checks results against ancestor 17ae85ff: Results for datadog-agent_7.79.0~devel.git.106.401c69a.pipeline.104345373-1_amd64.deb:No change detected |
| ### Step 4: Move on | ||
| ### Step 4: Trigger Codex review | ||
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| Post `@codex review` as a GitHub **comment** on the PR (not in the PR description): |
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Codex reviews are already automatic for issues deemed noteworthy based on a configurable threshold. Are you sure that this is desirable to document?
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fair enough, that can be a manual step for the creator of the pr. I removed the step of auto-jira adding the comment and doing another pass to review any generated comments in 401c69a.
Codex reviews are automatic for noteworthy PRs; no need to manually trigger them or do a post-session pass to address comments. Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Regression DetectorRegression Detector ResultsMetrics dashboard Baseline: ed3c00c Optimization Goals: ✅ No significant changes detected
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| perf | experiment | goal | Δ mean % | Δ mean % CI | trials | links |
|---|---|---|---|---|---|---|
| ➖ | docker_containers_cpu | % cpu utilization | +1.85 | [-1.23, +4.93] | 1 | Logs |
Fine details of change detection per experiment
| perf | experiment | goal | Δ mean % | Δ mean % CI | trials | links |
|---|---|---|---|---|---|---|
| ➖ | quality_gate_logs | % cpu utilization | +2.15 | [+0.54, +3.76] | 1 | Logs bounds checks dashboard |
| ➖ | docker_containers_cpu | % cpu utilization | +1.85 | [-1.23, +4.93] | 1 | Logs |
| ➖ | otlp_ingest_metrics | memory utilization | +0.32 | [+0.17, +0.48] | 1 | Logs |
| ➖ | file_to_blackhole_500ms_latency | egress throughput | +0.10 | [-0.29, +0.49] | 1 | Logs |
| ➖ | file_to_blackhole_0ms_latency | egress throughput | +0.09 | [-0.41, +0.58] | 1 | Logs |
| ➖ | ddot_metrics_sum_delta | memory utilization | +0.08 | [-0.09, +0.25] | 1 | Logs |
| ➖ | quality_gate_metrics_logs | memory utilization | +0.06 | [-0.18, +0.30] | 1 | Logs bounds checks dashboard |
| ➖ | ddot_logs | memory utilization | +0.05 | [-0.01, +0.12] | 1 | Logs |
| ➖ | uds_dogstatsd_to_api_v3 | ingress throughput | +0.02 | [-0.19, +0.22] | 1 | Logs |
| ➖ | tcp_dd_logs_filter_exclude | ingress throughput | +0.00 | [-0.10, +0.10] | 1 | Logs |
| ➖ | uds_dogstatsd_to_api | ingress throughput | -0.00 | [-0.20, +0.20] | 1 | Logs |
| ➖ | file_to_blackhole_1000ms_latency | egress throughput | -0.01 | [-0.44, +0.42] | 1 | Logs |
| ➖ | file_to_blackhole_100ms_latency | egress throughput | -0.06 | [-0.14, +0.02] | 1 | Logs |
| ➖ | tcp_syslog_to_blackhole | ingress throughput | -0.11 | [-0.27, +0.04] | 1 | Logs |
| ➖ | uds_dogstatsd_20mb_12k_contexts_20_senders | memory utilization | -0.14 | [-0.20, -0.09] | 1 | Logs |
| ➖ | ddot_metrics_sum_cumulative | memory utilization | -0.15 | [-0.29, -0.01] | 1 | Logs |
| ➖ | docker_containers_memory | memory utilization | -0.19 | [-0.26, -0.12] | 1 | Logs |
| ➖ | otlp_ingest_logs | memory utilization | -0.19 | [-0.30, -0.09] | 1 | Logs |
| ➖ | quality_gate_idle | memory utilization | -0.24 | [-0.29, -0.19] | 1 | Logs bounds checks dashboard |
| ➖ | ddot_metrics | memory utilization | -0.37 | [-0.54, -0.20] | 1 | Logs |
| ➖ | ddot_metrics_sum_cumulativetodelta_exporter | memory utilization | -0.44 | [-0.67, -0.22] | 1 | Logs |
| ➖ | file_tree | memory utilization | -0.51 | [-0.56, -0.46] | 1 | Logs |
| ➖ | quality_gate_idle_all_features | memory utilization | -0.53 | [-0.57, -0.50] | 1 | Logs bounds checks dashboard |
Bounds Checks: ✅ Passed
| perf | experiment | bounds_check_name | replicates_passed | observed_value | links |
|---|---|---|---|---|---|
| ✅ | docker_containers_cpu | simple_check_run | 10/10 | 702 ≥ 26 | |
| ✅ | docker_containers_memory | memory_usage | 10/10 | 276.02MiB ≤ 370MiB | |
| ✅ | docker_containers_memory | simple_check_run | 10/10 | 709 ≥ 26 | |
| ✅ | file_to_blackhole_0ms_latency | memory_usage | 10/10 | 0.19GiB ≤ 1.20GiB | |
| ✅ | file_to_blackhole_0ms_latency | missed_bytes | 10/10 | 0B = 0B | |
| ✅ | file_to_blackhole_1000ms_latency | memory_usage | 10/10 | 0.24GiB ≤ 1.20GiB | |
| ✅ | file_to_blackhole_1000ms_latency | missed_bytes | 10/10 | 0B = 0B | |
| ✅ | file_to_blackhole_100ms_latency | memory_usage | 10/10 | 0.20GiB ≤ 1.20GiB | |
| ✅ | file_to_blackhole_100ms_latency | missed_bytes | 10/10 | 0B = 0B | |
| ✅ | file_to_blackhole_500ms_latency | memory_usage | 10/10 | 0.21GiB ≤ 1.20GiB | |
| ✅ | file_to_blackhole_500ms_latency | missed_bytes | 10/10 | 0B = 0B | |
| ✅ | quality_gate_idle | intake_connections | 10/10 | 3 = 3 | bounds checks dashboard |
| ✅ | quality_gate_idle | memory_usage | 10/10 | 173.61MiB ≤ 175MiB | bounds checks dashboard |
| ✅ | quality_gate_idle_all_features | intake_connections | 10/10 | 2 ≤ 3 | bounds checks dashboard |
| ✅ | quality_gate_idle_all_features | memory_usage | 10/10 | 505.01MiB ≤ 550MiB | bounds checks dashboard |
| ✅ | quality_gate_logs | intake_connections | 10/10 | 4 ≤ 6 | bounds checks dashboard |
| ✅ | quality_gate_logs | memory_usage | 10/10 | 201.68MiB ≤ 220MiB | bounds checks dashboard |
| ✅ | quality_gate_logs | missed_bytes | 10/10 | 0B = 0B | bounds checks dashboard |
| ✅ | quality_gate_metrics_logs | cpu_usage | 10/10 | 360.98 ≤ 2000 | bounds checks dashboard |
| ✅ | quality_gate_metrics_logs | intake_connections | 10/10 | 4 ≤ 6 | bounds checks dashboard |
| ✅ | quality_gate_metrics_logs | memory_usage | 10/10 | 416.33MiB ≤ 475MiB | bounds checks dashboard |
| ✅ | quality_gate_metrics_logs | missed_bytes | 10/10 | 0B = 0B | bounds checks dashboard |
Explanation
Confidence level: 90.00%
Effect size tolerance: |Δ mean %| ≥ 5.00%
Performance changes are noted in the perf column of each table:
- ✅ = significantly better comparison variant performance
- ❌ = significantly worse comparison variant performance
- ➖ = no significant change in performance
A regression test is an A/B test of target performance in a repeatable rig, where "performance" is measured as "comparison variant minus baseline variant" for an optimization goal (e.g., ingress throughput). Due to intrinsic variability in measuring that goal, we can only estimate its mean value for each experiment; we report uncertainty in that value as a 90.00% confidence interval denoted "Δ mean % CI".
For each experiment, we decide whether a change in performance is a "regression" -- a change worth investigating further -- if all of the following criteria are true:
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Its estimated |Δ mean %| ≥ 5.00%, indicating the change is big enough to merit a closer look.
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Its 90.00% confidence interval "Δ mean % CI" does not contain zero, indicating that if our statistical model is accurate, there is at least a 90.00% chance there is a difference in performance between baseline and comparison variants.
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Its configuration does not mark it "erratic".
CI Pass/Fail Decision
✅ Passed. All Quality Gates passed.
- quality_gate_logs, bounds check missed_bytes: 10/10 replicas passed. Gate passed.
- quality_gate_logs, bounds check intake_connections: 10/10 replicas passed. Gate passed.
- quality_gate_logs, bounds check memory_usage: 10/10 replicas passed. Gate passed.
- quality_gate_idle_all_features, bounds check intake_connections: 10/10 replicas passed. Gate passed.
- quality_gate_idle_all_features, bounds check memory_usage: 10/10 replicas passed. Gate passed.
- quality_gate_metrics_logs, bounds check memory_usage: 10/10 replicas passed. Gate passed.
- quality_gate_metrics_logs, bounds check cpu_usage: 10/10 replicas passed. Gate passed.
- quality_gate_metrics_logs, bounds check missed_bytes: 10/10 replicas passed. Gate passed.
- quality_gate_metrics_logs, bounds check intake_connections: 10/10 replicas passed. Gate passed.
- quality_gate_idle, bounds check memory_usage: 10/10 replicas passed. Gate passed.
- quality_gate_idle, bounds check intake_connections: 10/10 replicas passed. Gate passed.
What changed
claudedreferences in README with a suggestion to useclaude --dangerously-skip-permissionsfor unattended operation (not mandated)dda inv testanddda inv linter.goon affected packages before pushingMotivation
These changes improve the auto-jira skill's reliability and code quality:
Validation
Manual review of the skill files; no binary code changed.
Created by Auto-JIRA.