Fold hourly 0248 HIGH

.agents/skills/augustus/references/agent-self-assessment.md

@@ -989,3 +989,4 @@ Hourly 2347 uniqueness lock: razorback16/openjev densify HEAD 2050fdb8280d READM
 Hourly 0049 uniqueness lock: Zefan-Cai/Open-Jev densify HEAD f46ff604f794 via afb5226982c7 README SHA e32c4bbd519c was ce1a587219e4; Publish audited JevBench public-subset baselines; community benchmark plan; diverse hard-data pipeline New model gains have not been measured; 231 public tasks 72 original 48 easy 111 hard; full 534 303 private unavailable; do not report full-534; 2B 150/231 64.94% 9B 179/231 77.49% Jev 200/231 86.58% Luna 206/231 89.18% Astra 231/231 100.00% *theirs*; Brier 0.4751 0.3219 0.1811 0.2074 0.0085 *theirs*; ECE 0.1274 0.0858 0.0318 0.0932 0.0149 *theirs*; P50 138.0 189.2 291.3 953.8 2206.4 ms *theirs*; candidate order 119 of 139 Choice; native vs verbalized; public-subset ≠ Harbor; 231 ≠ 534; Open-Jev TREC pending; 27B training not complete; LoRA ≠ RLCD replica; Qwen3.5-2B ≠ Archer; Qwen3.5-9B ≠ Archer; densify §125 not a sibling first sighting; jaredpalmer/kev densify HEAD e0bcf50153f1 README SHA unchanged 84b872488915; PLAN correct 35B MMLU-Pro (0.550); evaluate.load honour weights_dtype=bf16; Kev Qwen3.6-35B-A3B MMLU-Pro 0.550 Kev-9B 0.545 Jev 0.840 *theirs*; Not shipped; Qwen3.6 ≠ Archer; Hub --revision is a pin not a replica; wy-coliney/jev-browser-use 282★ 5-10× *theirs* not Harbor; Jev clicks Codex thinks and verifies; wy-coliney/jev-browser-use ≠ browser-use/jev-ultrafast ≠ Mrlyk/jev-browser ≠ akras14/jevbro; gargpratyush/jev-router 270★ first card fail-open routing ≠ permission; 33Audits/jev-auto ≠ gargpratyush/jev-router; BillionsBobby/JevRouter 124★ 38% 44% vs 24% *theirs* not Harbor; ordered routing ≠ end-to-end; BillionsBobby/JevRouter ≠ gargpratyush/jev-router; daseinlabs/open-jev 75★ Gemma 3 4B MLX; softmax next-token ≠ calibrated Noul; head 0.970 ECE 0.027 *theirs*; shuffled-context 0.258; daseinlabs/open-jev ≠ Zefan-Cai/Open-Jev ≠ razorback16/openjev ≠ zhlei07/openjev; skeptrunedev/jev-recruiter potential_match ≠ hiring decision; abhixhek/jevcal threshold on held-out; simulator not a Jev bench; fail-closed without fallback; AntonioCoppe/jev-harness already carded; akash-kamat/system-one-gemma 64.4% ECE 0.047 *theirs*; 200x *theirs* not Harbor; Premo-Cloud/typesafe-sdk-java unofficial; AgentBuff/awesome-jev catalog ≠ endorsement; AgentBuff/awesome-jev ≠ yibie/awesome-jev ≠ heyjunpenn/awesome-jev; Alpha-Harper-Franklin/jev-drive ≠ VennIntelligence/jev-drive; skip-thin zhlei07/openjev empty SHA khmuhtadin/n8n-nodes-jev-classification empty SHA; game success ≠ calibrated Noul; does not execute; routing ≠ permission; *theirs* not Harbor; SHA move is not a replica; do not reopen or amend PR #23/#24/#25/#26/#27/#28/#29/#30/#31/#32/#33/#34/#35/#36/#37/#38/#39/#40/#41/#42/#43/#44/#45/#46/#47/#48/#49/#50/#51/#52/#53/#54/#55/#56/#57/#58/#59; notes.md §136
 **Hourly 0151 HIGH (`notes.md` §137).** Open-Jev v3 densify HEAD ed45657bf726. README SHA 12e0f581e15d. v3 data prepared ≠ retrained released models. held-out protocol ≠ Harbor. 1,280-row panel ≠ Harbor. finite training loss ≠ quality improvement. website redesign ≠ calibration. jev-wide naive throws away 83% *theirs*. certo KL 0.008 *theirs*. first-instinct 63.3%→78.1% *theirs* not Harbor. Jev is a gate not a generator. community port ≠ TypeSafe. catalog ≠ endorsement. *theirs* not Harbor. SHA move is not a replica. Do not reopen or amend PR #23–#60. Does not bump 0.5.0. Skip Archer. `invented_signal: false`.
 Hourly 0151 uniqueness lock: Zefan-Cai/Open-Jev densify HEAD ed45657bf726 via 748ae3024294 README SHA 12e0f581e15d was e32c4bbd519c; Publish audited v3 community data and held-out evaluation protocol; Redesign readable project site and consolidate benchmark results; 129,288 decision rows 74,921 training; frozen mixture 96,849 training; 1,280-row / 840-group comparison panel; v3 data prepared ≠ retrained released models; held-out protocol ≠ Harbor; 1,280-row panel ≠ Harbor; finite training loss ≠ quality improvement; website redesign ≠ calibration; 27B step 616 pending; Open-Jev TREC pending; LoRA ≠ RLCD replica; Qwen3.5-2B ≠ Archer; Qwen3.5-9B ≠ Archer; densify §125 not a sibling first sighting; chy4pro/jev-for-chrome 12★ community port ≠ TypeSafe; chy4pro/jev-for-chrome ≠ browser-use/jev-ultrafast; PsiACE/dohnuts 4★ small multimodal direct decisions; joint RLCD *theirs*; Dohnuts ≠ TypeSafe; catoenm/first-instinct 9B 63.3%→78.1% *theirs* not Harbor; 371,278 prepared ≠ consumed; RL did not reliably improve held-out; independent educational not a recovered Jev recipe; 123Satyajeet123/jev-wide naive throws away 83% *theirs*; 255 documented ~32,768 tokens real; two-decimal 95.8% floored *theirs*; IIA fails +0.31 ... +0.50 *theirs*; AltSlate-Labs/certo KL 0.008 acc 0.844 ECE 0.004 *theirs*; research preview independent not affiliated; endomorphosis/JevOps Jev is a gate not a generator; Lake remains admission; Jev never writes Lean; gbesse/question-forge held-out before winner; demo accuracy is synthetic not a Jev benchmark; flyryan/ai-news-aggregator 26★ does not execute; Akashdb5/jev-router ≠ gargpratyush/jev-router ≠ daviddl9/jev-router; kiuckhuang/laya-jev ≠ KonghaYao/laya-jev; tegersdorfer-collab/jevkit ≠ isiomaC/jevkit ≠ WaynezProg/jev-kit; buluoray/JevOnly already carded; yottayoshida/jev-intent-review already carded; skip-thin Iskandeur/system1-system2 zhlei07/open-system-one Hand-In/openjev-multimodal gwxcsny53/jev-watchtower empty SHA; serving substrate ≠ calibrated replica; game success ≠ calibrated Noul; does not execute; catalog ≠ endorsement; routing ≠ permission; *theirs* not Harbor; SHA move is not a replica; do not reopen or amend PR #23/#24/#25/#26/#27/#28/#29/#30/#31/#32/#33/#34/#35/#36/#37/#38/#39/#40/#41/#42/#43/#44/#45/#46/#47/#48/#49/#50/#51/#52/#53/#54/#55/#56/#57/#58/#59/#60; notes.md §137
+Hourly 0248 uniqueness lock: hf:knowledgator/gliclass-instruct-large-v1.0 43 likes sha 825e5478c1bf apache-2.0; Efficient zero-shot and few-shot multi-task model via sequence classification; GLiClass knowledgator Hub family class-peer catalog not Jev equivalent; Knowledgator/GLiClass.c already §123; Hub models first card as class-peer entries; GLiNER/GLiClass ports are class members not Jev replicas; hf:space:mayafree/typed-decision-leaderboard 33 likes sha f4fc44077818; typed-decision-leaderboard *theirs* not Harbor; JEV 0.7350 ZTC 27B 0.7289 ZTC 397B 0.7272 *theirs* not Harbor; 2,018 items same labels; three-way tie; tacticocc/Jevbridge 33★ MIT HEAD da443ea453ac README SHA 2178333c4c3b; Jevbridge ACP and MCP adapter; does not generate text; Any LLM as System One; wire-compat ≠ logit-equiv; tshmieldev/sharp 29★ MIT HEAD 17cbd8d9cc9e README SHA 783a5cde519c; Cut the slop; Filter your X timeline; kavehmz/typesafe-playground 11★ HEAD 733991a2924a README SHA 04c0b1f6e7da; real API calls not polished benchmarks; himomohi/aside-jev 7★ MIT HEAD e570db43b0e1 README SHA 288e7c91c307; Jev picks the next action from your defined candidates; Not a Cua binding; Jev is the model Aside is the browser runtime; nico-martin/open-jev 6★ MIT HEAD 52667199e8a5 README SHA 81c0485d5833; open reproductions of the shape; Nothing is generated; nico-martin/open-jev ≠ razorback16/openjev ≠ Zefan-Cai/Open-Jev ≠ meijustory123/openjev; hf:chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-GGUF 82.3% ECE 0.017 *theirs*; Same decision as bf16 94.4% *theirs*; Qwen3.5-2B ≠ Archer; serving substrate ≠ calibrated replica; hf:pngwn/nanodiff-350m-typed-decisions ECE 0.065 → 0.036 *theirs*; hf:litert-community/laya-LiteRT 144/144 *theirs*; gargpratyush/journey-evals A page that says Success is never accepted as proof; mpnikhil/dev-0.4b Banking77 91.33% BoolQ 85.20% *theirs*; encoder class member not Jev replica; n4ze3m/typed-decisions-synth 7,414 cases 25,859 questions; Nobody checked it; Zaious/jev-capability-atlas already carded; LocalLLaMA/typed-decisions already carded; fengyiqicoder/jevfeed already carded; Zhao-Tian-yi/awesome-jev ≠ Gerry9000/awesome-jev ≠ heyjunpenn/awesome-jev ≠ yibie/awesome-jev; kaustav1996/reflex ≠ vuckuola619/reflex; tphakala/jev-mcp ≠ jkudish/jev-mcp; ninthspace/hunch ≠ carldaws/hunch ≠ tpellet/hunch; ruban-24/switchboard ≠ cannacre8ive/switchboard-ai; hf:openjev/openjev ≠ razorback16/openjev; catalog ≠ endorsement; skip-thin Fibonaccirabbit/Jev-VLN imanshu03/jev-browser-use luca-saggese/laya.c empty SHA; game success ≠ calibrated Noul; does not execute; routing ≠ permission; *theirs* not Harbor; SHA move is not a replica; do not reopen or amend PR #23/#24/#25/#26/#27/#28/#29/#30/#31/#32/#33/#34/#35/#36/#37/#38/#39/#40/#41/#42/#43/#44/#45/#46/#47/#48/#49/#50/#51/#52/#53/#54/#55/#56/#57/#58/#59/#60/#61; notes.md §138

.agents/skills/augustus/references/applied-mappings.md

@@ -2568,3 +2568,4 @@ Hourly 2347 uniqueness lock: razorback16/openjev densify HEAD 2050fdb8280d READM
 Hourly 0049 uniqueness lock: Zefan-Cai/Open-Jev densify HEAD f46ff604f794 via afb5226982c7 README SHA e32c4bbd519c was ce1a587219e4; Publish audited JevBench public-subset baselines; community benchmark plan; diverse hard-data pipeline New model gains have not been measured; 231 public tasks 72 original 48 easy 111 hard; full 534 303 private unavailable; do not report full-534; 2B 150/231 64.94% 9B 179/231 77.49% Jev 200/231 86.58% Luna 206/231 89.18% Astra 231/231 100.00% *theirs*; Brier 0.4751 0.3219 0.1811 0.2074 0.0085 *theirs*; ECE 0.1274 0.0858 0.0318 0.0932 0.0149 *theirs*; P50 138.0 189.2 291.3 953.8 2206.4 ms *theirs*; candidate order 119 of 139 Choice; native vs verbalized; public-subset ≠ Harbor; 231 ≠ 534; Open-Jev TREC pending; 27B training not complete; LoRA ≠ RLCD replica; Qwen3.5-2B ≠ Archer; Qwen3.5-9B ≠ Archer; densify §125 not a sibling first sighting; jaredpalmer/kev densify HEAD e0bcf50153f1 README SHA unchanged 84b872488915; PLAN correct 35B MMLU-Pro (0.550); evaluate.load honour weights_dtype=bf16; Kev Qwen3.6-35B-A3B MMLU-Pro 0.550 Kev-9B 0.545 Jev 0.840 *theirs*; Not shipped; Qwen3.6 ≠ Archer; Hub --revision is a pin not a replica; wy-coliney/jev-browser-use 282★ 5-10× *theirs* not Harbor; Jev clicks Codex thinks and verifies; wy-coliney/jev-browser-use ≠ browser-use/jev-ultrafast ≠ Mrlyk/jev-browser ≠ akras14/jevbro; gargpratyush/jev-router 270★ first card fail-open routing ≠ permission; 33Audits/jev-auto ≠ gargpratyush/jev-router; BillionsBobby/JevRouter 124★ 38% 44% vs 24% *theirs* not Harbor; ordered routing ≠ end-to-end; BillionsBobby/JevRouter ≠ gargpratyush/jev-router; daseinlabs/open-jev 75★ Gemma 3 4B MLX; softmax next-token ≠ calibrated Noul; head 0.970 ECE 0.027 *theirs*; shuffled-context 0.258; daseinlabs/open-jev ≠ Zefan-Cai/Open-Jev ≠ razorback16/openjev ≠ zhlei07/openjev; skeptrunedev/jev-recruiter potential_match ≠ hiring decision; abhixhek/jevcal threshold on held-out; simulator not a Jev bench; fail-closed without fallback; AntonioCoppe/jev-harness already carded; akash-kamat/system-one-gemma 64.4% ECE 0.047 *theirs*; 200x *theirs* not Harbor; Premo-Cloud/typesafe-sdk-java unofficial; AgentBuff/awesome-jev catalog ≠ endorsement; AgentBuff/awesome-jev ≠ yibie/awesome-jev ≠ heyjunpenn/awesome-jev; Alpha-Harper-Franklin/jev-drive ≠ VennIntelligence/jev-drive; skip-thin zhlei07/openjev empty SHA khmuhtadin/n8n-nodes-jev-classification empty SHA; game success ≠ calibrated Noul; does not execute; routing ≠ permission; *theirs* not Harbor; SHA move is not a replica; do not reopen or amend PR #23/#24/#25/#26/#27/#28/#29/#30/#31/#32/#33/#34/#35/#36/#37/#38/#39/#40/#41/#42/#43/#44/#45/#46/#47/#48/#49/#50/#51/#52/#53/#54/#55/#56/#57/#58/#59; notes.md §136
 **Hourly 0151 HIGH (`notes.md` §137).** Open-Jev v3 densify HEAD ed45657bf726. README SHA 12e0f581e15d. v3 data prepared ≠ retrained released models. held-out protocol ≠ Harbor. 1,280-row panel ≠ Harbor. finite training loss ≠ quality improvement. website redesign ≠ calibration. jev-wide naive throws away 83% *theirs*. certo KL 0.008 *theirs*. first-instinct 63.3%→78.1% *theirs* not Harbor. Jev is a gate not a generator. community port ≠ TypeSafe. catalog ≠ endorsement. *theirs* not Harbor. SHA move is not a replica. Do not reopen or amend PR #23–#60. Does not bump 0.5.0. Skip Archer. `invented_signal: false`.
 Hourly 0151 uniqueness lock: Zefan-Cai/Open-Jev densify HEAD ed45657bf726 via 748ae3024294 README SHA 12e0f581e15d was e32c4bbd519c; Publish audited v3 community data and held-out evaluation protocol; Redesign readable project site and consolidate benchmark results; 129,288 decision rows 74,921 training; frozen mixture 96,849 training; 1,280-row / 840-group comparison panel; v3 data prepared ≠ retrained released models; held-out protocol ≠ Harbor; 1,280-row panel ≠ Harbor; finite training loss ≠ quality improvement; website redesign ≠ calibration; 27B step 616 pending; Open-Jev TREC pending; LoRA ≠ RLCD replica; Qwen3.5-2B ≠ Archer; Qwen3.5-9B ≠ Archer; densify §125 not a sibling first sighting; chy4pro/jev-for-chrome 12★ community port ≠ TypeSafe; chy4pro/jev-for-chrome ≠ browser-use/jev-ultrafast; PsiACE/dohnuts 4★ small multimodal direct decisions; joint RLCD *theirs*; Dohnuts ≠ TypeSafe; catoenm/first-instinct 9B 63.3%→78.1% *theirs* not Harbor; 371,278 prepared ≠ consumed; RL did not reliably improve held-out; independent educational not a recovered Jev recipe; 123Satyajeet123/jev-wide naive throws away 83% *theirs*; 255 documented ~32,768 tokens real; two-decimal 95.8% floored *theirs*; IIA fails +0.31 ... +0.50 *theirs*; AltSlate-Labs/certo KL 0.008 acc 0.844 ECE 0.004 *theirs*; research preview independent not affiliated; endomorphosis/JevOps Jev is a gate not a generator; Lake remains admission; Jev never writes Lean; gbesse/question-forge held-out before winner; demo accuracy is synthetic not a Jev benchmark; flyryan/ai-news-aggregator 26★ does not execute; Akashdb5/jev-router ≠ gargpratyush/jev-router ≠ daviddl9/jev-router; kiuckhuang/laya-jev ≠ KonghaYao/laya-jev; tegersdorfer-collab/jevkit ≠ isiomaC/jevkit ≠ WaynezProg/jev-kit; buluoray/JevOnly already carded; yottayoshida/jev-intent-review already carded; skip-thin Iskandeur/system1-system2 zhlei07/open-system-one Hand-In/openjev-multimodal gwxcsny53/jev-watchtower empty SHA; serving substrate ≠ calibrated replica; game success ≠ calibrated Noul; does not execute; catalog ≠ endorsement; routing ≠ permission; *theirs* not Harbor; SHA move is not a replica; do not reopen or amend PR #23/#24/#25/#26/#27/#28/#29/#30/#31/#32/#33/#34/#35/#36/#37/#38/#39/#40/#41/#42/#43/#44/#45/#46/#47/#48/#49/#50/#51/#52/#53/#54/#55/#56/#57/#58/#59/#60; notes.md §137
+Hourly 0248 uniqueness lock: hf:knowledgator/gliclass-instruct-large-v1.0 43 likes sha 825e5478c1bf apache-2.0; Efficient zero-shot and few-shot multi-task model via sequence classification; GLiClass knowledgator Hub family class-peer catalog not Jev equivalent; Knowledgator/GLiClass.c already §123; Hub models first card as class-peer entries; GLiNER/GLiClass ports are class members not Jev replicas; hf:space:mayafree/typed-decision-leaderboard 33 likes sha f4fc44077818; typed-decision-leaderboard *theirs* not Harbor; JEV 0.7350 ZTC 27B 0.7289 ZTC 397B 0.7272 *theirs* not Harbor; 2,018 items same labels; three-way tie; tacticocc/Jevbridge 33★ MIT HEAD da443ea453ac README SHA 2178333c4c3b; Jevbridge ACP and MCP adapter; does not generate text; Any LLM as System One; wire-compat ≠ logit-equiv; tshmieldev/sharp 29★ MIT HEAD 17cbd8d9cc9e README SHA 783a5cde519c; Cut the slop; Filter your X timeline; kavehmz/typesafe-playground 11★ HEAD 733991a2924a README SHA 04c0b1f6e7da; real API calls not polished benchmarks; himomohi/aside-jev 7★ MIT HEAD e570db43b0e1 README SHA 288e7c91c307; Jev picks the next action from your defined candidates; Not a Cua binding; Jev is the model Aside is the browser runtime; nico-martin/open-jev 6★ MIT HEAD 52667199e8a5 README SHA 81c0485d5833; open reproductions of the shape; Nothing is generated; nico-martin/open-jev ≠ razorback16/openjev ≠ Zefan-Cai/Open-Jev ≠ meijustory123/openjev; hf:chaoliangUNSW/Jev-Style-Qwen3.5-2B-Decision-GGUF 82.3% ECE 0.017 *theirs*; Same decision as bf16 94.4% *theirs*; Qwen3.5-2B ≠ Archer; serving substrate ≠ calibrated replica; hf:pngwn/nanodiff-350m-typed-decisions ECE 0.065 → 0.036 *theirs*; hf:litert-community/laya-LiteRT 144/144 *theirs*; gargpratyush/journey-evals A page that says Success is never accepted as proof; mpnikhil/dev-0.4b Banking77 91.33% BoolQ 85.20% *theirs*; encoder class member not Jev replica; n4ze3m/typed-decisions-synth 7,414 cases 25,859 questions; Nobody checked it; Zaious/jev-capability-atlas already carded; LocalLLaMA/typed-decisions already carded; fengyiqicoder/jevfeed already carded; Zhao-Tian-yi/awesome-jev ≠ Gerry9000/awesome-jev ≠ heyjunpenn/awesome-jev ≠ yibie/awesome-jev; kaustav1996/reflex ≠ vuckuola619/reflex; tphakala/jev-mcp ≠ jkudish/jev-mcp; ninthspace/hunch ≠ carldaws/hunch ≠ tpellet/hunch; ruban-24/switchboard ≠ cannacre8ive/switchboard-ai; hf:openjev/openjev ≠ razorback16/openjev; catalog ≠ endorsement; skip-thin Fibonaccirabbit/Jev-VLN imanshu03/jev-browser-use luca-saggese/laya.c empty SHA; game success ≠ calibrated Noul; does not execute; routing ≠ permission; *theirs* not Harbor; SHA move is not a replica; do not reopen or amend PR #23/#24/#25/#26/#27/#28/#29/#30/#31/#32/#33/#34/#35/#36/#37/#38/#39/#40/#41/#42/#43/#44/#45/#46/#47/#48/#49/#50/#51/#52/#53/#54/#55/#56/#57/#58/#59/#60/#61; notes.md §138