Iteration 1LLM Response2/23/2026, 12:27:22 PM
Starting triage of 4224 open PRs. Delegating batch analysis to code_analyst roles.
RLM Repo Intel
Recursive Language Model analysis for openclaw/openclaw
Run ID
20260223T122658433032Z
Prompt Version
06043e19030a
Model
anthropic/claude-sonnet-4-6
Start Time
2/23/2026, 12:26:58 PM
Tokens Used
0
Cost
$0.00
PRs Analyzed
0
Elapsed
4450742.6s
Pipeline
4224/5000 PRs evaluated
Current phase
evaluating
Cost estimate
$16.90
Last update
2/23/2026, 4:01:14 PM
4224
PRs Evaluated
Modules
Clusters
0
Themes
Top PRs
4224 PRs
| PR# | Title | Urgency | Quality | Final Score | State |
|---|---|---|---|---|---|
| #17221 | fix(agents): prevent agents from using exec for gateway management | 10.0 | 6.0 | 0.0 | open |
| #23991 | fix(browser): restore Chrome Relay gateway-token auth compatibility | 10.0 | 6.5 | 0.0 | open |
| #23277 | fix(gateway): preserve scopes for localhost token-auth without device identity | 10.0 | 6.5 | 0.0 | open |
| #22818 | fix(gateway): allow loopback shared-auth fallback when device token drifts | 10.0 | 6.0 | 0.0 | open |
| #22766 | fix(security): enable gateway auth rate limiting by default (CWE-307) | 10.0 | 6.5 | 0.0 | open |
| #22227 | fix(security): harden gateway auth — audit logging, pairing, mode validation | 10.0 | 6.5 | 0.0 | open |
| #21784 | fix(security): restrict gateway ports to loopback by default | 10.0 | 6.5 | 0.0 | open |
| #21436 | fix(gateway): plaintext ws:// blocked for Docker bind=lan (SECURITY ERROR on private network) | 10.0 | 6.5 | 0.0 | open |
| #20089 | fix(gateway): preserve control-ui scopes when dangerouslyDisableDeviceAuth is set | 10.0 | 6.0 | 0.0 | open |
| #19937 | fix(gateway): validate token/password auth modes and isolate gateway auth env in tests | 10.0 | 6.5 | 0.0 | open |
| #19761 | fix(security): OC-69 cap ACP session creation to prevent memory exhaustion DoS — Aether AI Agent | 10.0 | 6.0 | 0.0 | open |
| #19016 | fix(daemon): sanitize CRLF in schtasks batch script to prevent command injection | 10.0 | 6.5 | 0.0 | open |
| #17879 | fix: prevent Slack auth errors from crashing the entire gateway | 10.0 | 6.5 | 0.0 | open |
| #17378 | fix(gateway): allow dangerouslyDisableDeviceAuth with trusted-proxy auth mode | 10.0 | 6.5 | 0.0 | open |
| #16992 | fix(gateway): escape XML entities in file.filename to prevent prompt injection | 10.0 | 6.5 | 0.0 | open |
| #15610 | fix(gateway): avoid no-control-regex lint failure in ws sanitizer | 10.0 | 6.0 | 0.0 | open |
| #14061 | fix(gateway): Docker CLI container gateway connectivity and auth | 10.0 | 6.0 | 0.0 | open |
| #11794 | fix(gateway): validate session key ownership against authenticated identity | 10.0 | 6.0 | 0.0 | open |
| #11740 | fix(gateway): remove IP-based canvas auth fallback | 10.0 | 6.0 | 0.0 | open |
| #11710 | fix: security hardening — exec blocking, auth validation, timing-safe comparison | 10.0 | 6.0 | 0.0 | open |
| #9440 | fix(security): warn users when gateway token appears in URLs | 10.0 | 6.0 | 0.0 | open |
| #4462 | fix: prevent gateway crash when all auth profiles are in cooldown | 10.0 | 6.0 | 0.0 | open |
| #2530 | fix(gateway): improve auth error for native apps | 10.0 | 6.0 | 0.0 | open |
| #23913 | fix(agents): preserve threadId in nested subagent announce injections | 10.0 | 6.5 | 0.0 | open |
| #23865 | fix(ui,agents): strip directive tags in UI + sanitize Mistral tool ca… | 10.0 | 6.5 | 0.0 | open |
| #23680 | fix(types): add missing config and agentDir params to maybeMarkAuthProfileFailure | 10.0 | 6.0 | 0.0 | open |
| #22069 | fix(agents): add provider-specific hints for local model auth errors | 10.0 | 6.5 | 0.0 | open |
| #21646 | fix(cron): pass agentDir to runEmbeddedPiAgent for correct auth resolution | 10.0 | 6.0 | 0.0 | open |
| #21166 | fix(agents): sanitize tool names in session transcript repair (#8595) | 10.0 | 6.5 | 0.0 | open |
| #21136 | fix(security): harden agent autonomy controls | 10.0 | 6.5 | 0.0 | open |
| #20806 | fix(security): enforce per-agent message send scope in multi-tenant deployments | 10.0 | 6.5 | 0.0 | open |
| #19768 | fix(security): OC-85 validate TTS provider directives against known providers — Aether AI Agent | 10.0 | 6.5 | 0.0 | open |
| #19765 | fix(security): OC-73 sanitize resource link titles to prevent prompt injection — Aether AI Agent | 10.0 | 6.5 | 0.0 | open |
| #19764 | fix(security): OC-65 fix compaction counter reset to prevent context exhaustion DoS — Aether AI Agent | 10.0 | 6.0 | 0.0 | open |
| #19763 | fix(security): OC-53 enforce prompt size limit to prevent DoS — Aether AI Agent | 10.0 | 6.5 | 0.0 | open |
| #19757 | fix(security): OC-91 enforce JID allowlist validation in WhatsApp send tools — Aether AI Agent | 10.0 | 6.5 | 0.0 | open |
| #19756 | fix(security): OC-101 refresh token rotation enforcement — Aether AI Agent | 10.0 | 6.5 | 0.0 | open |
| #19755 | fix(security): OC-32 enforce content size limit in agents.files.set to prevent disk exhaustion DoS | 10.0 | 6.0 | 0.0 | open |
| #19385 | fix: pass authProfileId from cron session to runEmbeddedPiAgent | 10.0 | 6.5 | 0.0 | open |
| #19128 | fix(errors): include agent/workspace context in 401 auth error messages | 10.0 | 6.5 | 0.0 | open |
| #13318 | fix(agents): prevent sanitizeUserFacingText from rewriting conversational context overflow mentions | 10.0 | 6.0 | 0.0 | open |
| #12487 | fix(agents): strip orphaned tool_result when tool_use is sanitized on retry | 10.0 | 6.0 | 0.0 | open |
| #11169 | fix(security): remove bundled soul-evil hook that enables silent agent hijacking | 10.0 | 6.0 | 0.0 | open |
| #5064 | fix(auth): update deprecated User-Agent headers | 10.0 | 6.0 | 0.0 | open |
| #4852 | fix(agents): sanitize tool pairing after compaction and history truncation | 10.0 | 6.0 | 0.0 | open |
| #4009 | fix(agent): sanitize messages after orphan user repair | 10.0 | 6.0 | 0.0 | open |
| #17705 | fix(gateway): allow trusted-proxy auth to bypass device-pairing gates | 10.0 | 6.5 | 0.0 | open |
| #17746 | fix(gateway): add shared-secret fallback to trusted-proxy auth dispatcher | 10.0 | 6.5 | 0.0 | open |
| #23970 | fix: agent-only announce path, BB message IDs, sender identity, SSRF allowlist | 10.0 | 6.5 | 0.0 | open |
| #6486 | feat(security): add exec command denylist for defense-in-depth | 9.5 | 6.0 | 0.0 | open |
Score Reasoning for PR #24337
fix(ollama): pass provider headers to Ollama stream function (#24285)
Urgency
Score 7/10 bug fix
Quality
Contributor label: agents size: xs trusted-contributor
Criticality
Component labels: agents size: xs trusted-contributor
Risk If Merged
+10/-2 total lines changed
PR Clusters
No clusters detected yet.
Agent Trace
Iteration 2LLM Response2/23/2026, 12:27:33 PM
Delegating PR batch scan to code_analyst - batch 1 (recent high-activity PRs)
Iteration 1Subcall Start2/23/2026, 12:27:33 PM
Sub-agent: You are executing a specialist delegated review subtask. ROLE INSTRUCTIONS: You
Iteration 1Subcall Complete2/23/2026, 12:29:55 PM
Sub-agent done: cost=$141.2688
Iteration 3LLM Response2/23/2026, 12:30:06 PM
Delegating to risk_assessor with explicit JSON output requirement
Iteration 1Subcall Start2/23/2026, 12:30:06 PM
Sub-agent: You are executing a specialist delegated review subtask. ROLE INSTRUCTIONS: You
Iteration 2Subcall Start2/23/2026, 12:33:12 PM
Sub-agent: You are executing a specialist delegated review subtask. ROLE INSTRUCTIONS: You
Iteration 2Subcall Complete2/23/2026, 12:36:58 PM
Sub-agent done: cost=$226.1443
Iteration 2Subcall Start2/23/2026, 12:36:59 PM
Sub-agent: You are executing a specialist delegated review subtask. ROLE INSTRUCTIONS: You
Iteration 3Subcall Start2/23/2026, 12:41:10 PM
Sub-agent: You are executing a specialist delegated review subtask. ROLE INSTRUCTIONS: You
Iteration 1LLM Response2/23/2026, 12:42:29 PM
{'total_prs': 4224, 'security_labeled': 4, 'bug_labeled': 4, 'secrets_chain_prs': 7, 'top_candidates_identified': 55, 'strategy': 'Focus triage on security PRs, secrets chain, critical fixes, then sample remainder'}Iteration 3Subcall Complete2/23/2026, 12:45:27 PM
Sub-agent done: cost=$257.2380
Iteration 2Subcall Complete2/23/2026, 12:45:28 PM
Sub-agent done: cost=$509.2945
Iteration 1LLM Response2/23/2026, 12:45:52 PM
{'total_open_prs': 4224, 'scored_count': 120, 'elite_count': 120, 'top_3': [{'pr': 24337, 'score': 7.32, 'title': 'fix(ollama): pass provider headers to Ollama stream function'}, {'pr': 24318, 'score': 7.32, 'title': 'fix(cron): add preformatted ISO timestamps to cron tool outp'}, {'pr': 24302, 'score': 7.32, 'title': 'fix(agents): narrow embedded runner abort detection'}]}Iteration 1Subcall Complete2/23/2026, 12:45:53 PM
Sub-agent done: cost=$945.8740
Iteration 4LLM Response2/23/2026, 12:46:34 PM
Deep code analysis on high-signal security/infrastructure PRs from preview
Iteration 1Subcall Start2/23/2026, 12:46:34 PM
Sub-agent: You are executing a specialist delegated review subtask. ROLE INSTRUCTIONS: You
Iteration 2Subcall Start2/23/2026, 12:49:14 PM
Sub-agent: You are executing a specialist delegated review subtask. ROLE INSTRUCTIONS: You
Iteration 3Subcall Start2/23/2026, 12:54:30 PM
Sub-agent: You are executing a specialist delegated review subtask. ROLE INSTRUCTIONS: You
Iteration 3Subcall Complete2/23/2026, 12:54:41 PM
Sub-agent done: cost=$11.0222
Iteration 3Subcall Start2/23/2026, 12:54:41 PM
Sub-agent: You are executing a specialist delegated review subtask. ROLE INSTRUCTIONS: You
Iteration 4Subcall Start2/23/2026, 12:55:49 PM
Sub-agent: You are executing a specialist delegated review subtask. ROLE INSTRUCTIONS: You
Iteration 4Subcall Complete2/23/2026, 12:55:59 PM
Sub-agent done: cost=$9.5194
Iteration 1LLM Response2/23/2026, 1:22:49 PM
{'scored': 4224, 'top': 150, 'score_distribution': {'above_9': 0, '8_to_9': 24, '7_to_8': 239, '6_to_7': 713, 'below_6': 3248, 'min': 4.85, 'max': 8.2, 'mean': 5.8465}}Iteration 2LLM Response2/23/2026, 1:23:23 PM
{'scored': 4224, 'top_prs': 150, 'max_score': 8.2, 'min_score': 4.85}Iteration 3LLM Response2/23/2026, 1:23:41 PM
{'total_scored': 4224, 'elite_count': 150, 'score_range': '4.85-8.20'}Iteration 3Subcall Complete2/23/2026, 1:23:43 PM
Sub-agent done: cost=$1741.4933
Iteration 3Subcall Start2/23/2026, 1:23:44 PM
Sub-agent: You are executing a specialist delegated review subtask. ROLE INSTRUCTIONS: You
Iteration 4Subcall Start2/23/2026, 1:24:44 PM
Sub-agent: You are executing a specialist delegated review subtask. ROLE INSTRUCTIONS: You
Iteration 4Subcall Complete2/23/2026, 1:59:21 PM
Sub-agent done: cost=$2076.3459
Iteration 3Subcall Complete2/23/2026, 2:06:28 PM
Sub-agent done: cost=$2563.2823
Iteration 3Subcall Start2/23/2026, 2:06:28 PM
Sub-agent: You are executing a specialist delegated review subtask. ROLE INSTRUCTIONS: You
Iteration 4Subcall Start2/23/2026, 2:07:25 PM
Sub-agent: You are executing a specialist delegated review subtask. ROLE INSTRUCTIONS: You
Iteration 4Subcall Complete2/23/2026, 2:11:45 PM
Sub-agent done: cost=$259.7346
Iteration 4Subcall Start2/23/2026, 2:11:46 PM
Sub-agent: You are executing a specialist delegated review subtask. ROLE INSTRUCTIONS: You
Iteration 1LLM Response2/23/2026, 4:01:05 PM
Scored 4224 PRs, top score: 8.2
Iteration 4Subcall Complete2/23/2026, 4:01:13 PM
Sub-agent done: cost=$6566.8683
Iteration 3Subcall Complete2/23/2026, 4:01:14 PM
Sub-agent done: cost=$6885.4957
Iteration 1LLM Response2/23/2026, 4:01:14 PM
{'total_prs': 4224, 'scored': 4224, 'top_prs': 150, 'role_query_analyzed': 0}Iteration 2Subcall Complete2/23/2026, 4:01:19 PM
Sub-agent done: cost=$11524.5140
Iteration 1Subcall Complete2/23/2026, 4:01:25 PM
Sub-agent done: cost=$11690.9880