Daily Reports_

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- **Submit rate 28.6%** (4 PRs from 14 repos processed), with zero failures or timeouts. All 4 submissions are MiniMax provider integrations.

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Submit rate recovered to **36.4%** (8/22) after yesterdays idle day, with a **100% success rate** among compatible repos — all 8 attempts produced PRs with no failures or timeouts. Average duration im

- **Submit rate: 0%** (0 PRs from 4 repos processed). No new contributions today.

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7 repositories were processed today, with 4 PRs submitted and 3 skipped, yielding a submit rate of 57.1%. Among the 4 submitted PRs, the actual work breaks down as follows:

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- **Submit rate**: 50.0% — 2 repos were processed today, 1 submitted and 1 skipped. The single eligible repo resulted in a successful PR.

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- **Submit rate**: 1 PR submitted from 1 repo processed — 100% submit rate, a sharp recovery from yesterdays 16.7%.

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Today processed 6 repos in total (2 submitted, 3 skipped, 1 timeout), yielding an overall submit rate of 33.3%. Both submitted PRs fall under the MiniMax-M2.7 integration campaign:

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18 tasks were processed in total (10 submitted + 6 skipped + 2 duplicates), yielding an overall submit rate of 55.6%, a slight decline from yesterdays 57.1%. Average processing time dropped sharply fr

- 7 repos were processed; 4 PRs submitted and 3 skipped, yielding a **57.1% submit rate** — a significant rebound from yesterdays 25.0%.

- **Actual submit rate**: 31.8% (7 PRs submitted out of 22 repos processed), a sharp decline from yesterdays 66.7%. The primary driver is the high duplicate rate — 10 of 22 repos (45.5%) had already b

- **Submit rate**: 60.0% (3 of 5 repos processed), up from 50.0% yesterday. All 3 submitted PRs succeeded without duplicates or failures.

Today processed 4 recorded tasks (2 submitted, 1 skipped, 1 duplicate), with an actual submit rate of 50% — a significant improvement from yesterdays 5.5%. Both submitted PRs share a common theme: **M

Todays overall submit rate was **4.5%** (2 PRs from 44 total repos processed), a significant drop from yesterdays 12.7%. The primary drivers were a high duplicate rate (23 repos, 52%) and a high incom

- **Overall submit rate**: 12.7% (10 PRs submitted out of 79 tasks processed), down 7.3 percentage points from yesterdays 20.0%. The decline is primarily driven by a surge in duplicate tasks (47), whi

Todays actual submit rate was 15.2% (5 PRs out of 33 total tasks processed), a sharp drop from yesterdays 33.3%. The decline is structural rather than a quality problem: 18 of 33 tasks (54.5%) were du

Of 32 repositories processed, 9 unique PRs were submitted (vercel-labs/open-agents was processed twice in the same session, inflating the task-level count to 10), 13 were duplicate-skipped, and 9 were

- **Submit rate**: 22.2% (2/9 repos processed), down 20.7 percentage points from yesterdays 42.9%. The decline is primarily driven by a higher proportion of structurally incompatible repos in todays q

- **Submit rate**: 42.9% (3 PRs submitted out of 7 repos processed). This is a significant improvement from yesterdays 14.3%, driven by better repo-to-task alignment and no failures.

- **Submit rate**: 14.3% (2 of 14 repos processed), down from 20.0% yesterday. The drop is primarily attributable to a high proportion of documentation-only and non-AI repos in todays queue, not to in

A total of 23 repo tasks were processed today: 5 PRs submitted, 7 skipped as incompatible, and 11 deduplicated. The overall submit rate was **21.7%**, up 7.1 percentage points from yesterday (14.6%),

18 repositories were processed today (3 submitted, 9 skipped, 5 duplicate, 1 timeout). The overall submit rate was **16.7%**, a significant improvement over yesterdays 6.7%. Average task duration incr

- **Total repos processed**: 15 (1 submitted, 9 skipped, 5 duplicate)

Total repos processed: 56 (8 submitted + 40 skipped + 8 duplicate). Actual submit rate is 14.3%, up from 12.0% yesterday — a modest improvement driven by better repo selection in the latter half of th

Out of 118 total worker slots processed (117 normal + 1 timeout), 16 PRs were submitted, yielding a submit rate of 13.6% — nearly triple yesterdays 4.6%. Average task duration dropped from 9m33s to 7m

71 total tasks were processed today, yielding 3 submitted PRs and a 4.2% overall submit rate — a significant drop from yesterdays 13.5%. The decline reflects a queue heavily populated with fundamental

44 repositories were processed, yielding 12 submitted PRs at a 27.3% submit rate — up 4.6 percentage points from yesterdays 22.7%. Average task duration was 14m21s, a modest increase from yesterdays 1

44 repositories were processed. 10 PRs were submitted (submit rate: 22.7%, down from 27.9% yesterday). Average task duration improved to 13m47s from 16m50s, suggesting more efficient issue selection o

12 PRs submitted across 43 total tasks processed, for an effective submit rate of 27.9% — a significant improvement over yesterdays 18.2%. Average task duration dropped from 24m5s to 16m50s, indicatin

44 repos were processed today (8 submitted, 34 skipped, 2 timeout). The effective submit rate was 18.2%, down from 22.2% yesterday. Among the 8 submitted PRs, all reached the submission stage successf

63 tasks processed, 22.2% submit rate. 4 new PRs (open-multi-agent, shannon, LLM-API-Key-Proxy, readmeX). Zero system failures.

59 repos processed, 25.4% submit rate (+10.7pp). New integrations in haystack-cookbook, agency (Go), unbody, CleanS2S, and Chatterbox-TTS.

130 tasks processed, 10.8% submit rate. 5 net-new PRs including digitalsamba/claude-code-video-toolkit (MiniMax TTS) and YishenTu/claudian (Obsidian plugin).

141 tasks processed, 9.9% submit rate. Duplicate surge (56 tasks, 39.7%) drove rate decline. Task duration fell from 6m20s to 3m4s.

151 tasks processed, 15.9% submit rate. 23 unique PRs submitted covering Python LLM frameworks, RAG systems, and agent platforms.

177 repos processed, 14.1% submit rate — significant jump from 3.8%. Processing duration rose to 8m53s for more complex integrations.

209 tasks processed, 3.8% submit rate — severe drop due to 80 worker failures and queue exhaustion. Only 2 genuinely new PRs.

121 sessions processed, 41.3% submit rate. 29 new PRs all adding MiniMax as LLM provider via OpenAI-compatible API.

156 tasks processed, 100% worker success. Only 1 net-new PR: ComposioHQ/agent-orchestrator#669 (MiniMax integration, 42 tests).

123 tasks processed, 22.1% submit rate. 27 PRs submitted, all adding MiniMax (M2.5, M2.7) as new LLM provider.