公开记录
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-27 19:49 UTC

sanjay920 / llmshim

A pure-Rust LLM API translation layer — one OpenAI-shaped request, routed and translated to OpenAI, Anthropic, Gemini, and xAI.

RustApache-2.0★ 2 星标⑂ 0 复刻始于 2026年3月在 GitHub 上查看 ↗

sanjay920/llmshim 的健康指数为 100 分中的 57 分,处于「中等」区间。 其得分最高的类别是Vitality(80/100),最低的是Security(38/100)。 最近一次更新在今天。 近期的大部分工作由 1 位贡献者完成。

57
总分 / 100
中等

软件健康指数

指标归入加权类别,统一采用 1–100 量表。总体分先取类别加权平均;当公开证据触发高风险司法辖区政策时,评级会按政策调整,并设置 49(有风险)的上限。AI 就绪度不计入总体分。

57
优秀85-100堪称典范;基本满足所有检验标准
良好70-84健康;仅有轻微不足
中等50-69可接受,但存在明显不足;建议进行审查
存在风险30-49存在重大薄弱环节;采用时应保持审慎
危急1-29问题严重(项目被弃置、仅有单一维护者、缺乏基本工程规范)
活力社区与采用可持续性与治理工程质量安全AI 就绪度

评分画像

每条轴代表一个类别。形状比平均值更重要——健康的对象会填满整个图形,而“一峰一谷”式画像意味着某一维度的优势正掩盖另一维度的风险。

所有权

24 关注者50 个公开仓库始于 2014年1月

该仓库由个人账户拥有。相较于组织支持的项目,单一所有者项目的延续性风险更高。

软件包生态系统

注册表软件包版本月下载量版本数最近发布标签
crates.iollmshim0.3.1121320 天前aianthropicgeminillmopenaiapi-bindingsweb-programming

按类别列示的指标

活力

项目是否仍有生命——是否仍在编写代码,是否仍在发布版本?

80良好 · 占总体的 22%
评分方式
36/36推送新近度 — 最近一次推送于 0 天前
9/36提交节奏 — 52 周中有 13 周有提交
18/18提交量 — 最近一年 185 次提交
10/10OpenSSF Scorecard:Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
所用输入
commits_last_year185
human_commit_share1
days_since_last_push0
active_weeks_last_year13

发布纪律

90优秀
评分方式
27/27有发布版本 — 已发布 22 个发布版本
36/36发布时效 — 最近一次发布版本于 0 天前
27/27发布节奏 — 约每 2.6 天发布一次
0/10OpenSSF Scorecard:Signed-Releases — Project has not signed or included provenance with any releases.
所用输入
releases_count22
latest_release_tagv0.3.1
releases_from_tags
days_since_latest_release0
mean_days_between_releases2.6

社区与采用

项目是否拥有用户、下载量与关注度,并具备欢迎贡献者参与的配置?

41存在风险 · 占总体的 18%
评分方式
0/60星标 — 2 个星标
0/25复刻 — 0 个复刻
0/15关注者 — 0 位关注者
所用输入
forks0
stars2
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

社区健康

92优秀
评分方式
22.5/22.5README
22.5/22.5许可证 — 可识别的许可证(Apache-2.0)
18/18CONTRIBUTING 指南
13.5/13.5行为准则
0/7.2议题模板
6.3/6.3PR 模板
所用输入
has_readme
has_license
has_contributing
has_issue_template
has_code_of_conduct
has_pull_request_template
评分方式
27.8/80月度下载量 — crates 合计每月 121 次下载
0/20注册表被依赖数 — 该生态系统不报告此项
所用输入
packagesllmshim
dependents
ecosystemscrates
total_downloads639
monthly_downloads121
已排除计分(无数据或不适用):注册表被依赖数。 其余权重已重新归一化。

可持续性与治理

项目能否在其成员之外延续——巴士系数、响应能力、由谁支持,以及软件包的维护状况?

55中等 · 占总体的 24%
评分方式
9/54巴士系数 — 1 位贡献者贡献了半数提交
0/22.5提交分布 — 头号贡献者编写了 100% 的提交
1.4/13.5贡献者广度 — 1 位贡献者
0/10OpenSSF Scorecard:Contributors — project has 0 contributing companies or organizations -- score normalized to 0
所用输入
bus_factor1
contributors_sampled1
top_contributor_share1
评分方式
35.1/46.8议题解决 — 75% 的议题已关闭
38.2/38.3PR 接受 — 已裁定的 PR 中 41/41 已合并
0/15OpenSSF Scorecard:Code-Review — Found 0/14 approved changesets -- score normalized to 0
所用输入
merged_prs41
open_issues1
closed_issues3
issue_closed_ratio0.75
closed_unmerged_prs0
评分方式
10/30所有权背书 — 个人(用户)账户
0/20已验证域名 — 不适用于个人账户
10.1/25所有者影响力 — sanjay920 有 24 位关注者
24.4/25既往记录 — 50 个公开仓库,账户约 12 年
所用输入
followers24
owner_typeUser
is_verified
owner_loginsanjay920
public_repos50
account_age_days4,560
已排除计分(无数据或不适用):已验证域名。 其余权重已重新归一化。
评分方式
25/25已发布且可解析 — crates 上有 1 个软件包
35/35发布时效 — 最近一次发布于 0 天前
20/20版本历史 — 32 个已发布版本
20/20未被弃用 — 活跃,未被弃用或撤回
所用输入
packagesllmshim
ecosystemscrates
any_deprecated
min_days_since_publish0

工程质量

基础的工程与文档实践是否到位?

65中等 · 占总体的 20%

工程实践

48存在风险
评分方式
24/24CI 工作流 — 2 个工作流
24/24存在测试
0/16Linter 配置
0/9.6Pre-commit 钩子
0/6.4.editorconfig
0/20OpenSSF Scorecard:CI-Tests — 0 out of 13 merged PRs checked by a CI test -- score normalized to 0
所用输入
has_ci
has_tests
has_editorconfig
has_linter_config
has_precommit_config

文档

90优秀
评分方式
30/30README
25/25文档目录
15/15文档 / 主页站点 — https://sanjay920.github.io/llmshim/
10/10仓库描述
10/10主题标签 — 8 个主题标签
0/10Wiki
所用输入
topicsanthropic, api-gateway, gemini, llm, llm-proxy, openai, rust, xai
has_wiki
homepagehttps://sanjay920.github.io/llmshim/
has_readme
has_docs_dir
has_description

安全

可见的安全与供应链实践是否稳固,且不存在未解决的高风险司法辖区暴露?

38存在风险 · 占总体的 16%

安全态势

38存在风险
评分方式
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — 0 out of 13 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/14 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5许可证 — license file detected
7.5/7.5Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
2.2/7.5Vulnerabilities — 7 existing vulnerabilities detected
所用输入
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate3.8

AI 就绪度

该仓库在多大程度上具备与 AI 编码代理协同开发与维护的条件?这是一枚独立的实验性徽章——权重为 0.0,因此单独呈现,不影响总体健康评分。

78良好 · 占总体的 0%
评分方式
45/45代理指令 — CLAUDE.md
0/15机器可读文档(llms.txt)
38.4/40可读的提交历史 — 100 次人类提交中有 72 次说明了意图(结构化标题或解释性正文)
所用输入
has_llms_txt
legible_history_share0.72
agent_instruction_filesCLAUDE.md
agent_instruction_max_bytes20,920
评分方式
12.6/18一条命令的引导启动 — Cargo.toml, clients/go/go.mod(工具链约定,无任务运行器)
22/22自动化测试
0/11Lint / 格式化配置
11/11静态类型检查 — clients/typescript/tsconfig.json
10/10可复现环境 — Dockerfile, lockfile
10/10已体现的代理实践 — 最近 100 次提交中有 58 次由代理编写或署名代理
0/8自动化维护 — 未观察到自动依赖更新
0/10OpenSSF Scorecard:Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
所用输入
has_nix
has_tests
lockfilesCargo.lock, package-lock.json
has_dockerfile
typed_language
bootstrap_files
has_devcontainer
has_linter_config
typecheck_configsclients/typescript/tsconfig.json
agent_commit_share0.58
toolchain_manifestsCargo.toml, clients/go/go.mod
dependency_bot_commit_share0
评分方式
45/45可类型检查的代码 — Rust(静态类型)
53.7/55可控的文件大小 — 采样的 83 个源文件中有 2 个超过 60KB
所用输入
primary_languageRust
largest_source_bytes2,667,011
source_files_sampled83
oversized_source_files2
评分方式
40/40API 模式(OpenAPI/GraphQL/proto) — api/openapi.yaml
0/20MCP 服务器
40/40可运行示例 — examples
所用输入
example_dirsexamples
has_mcp_signal
api_schema_filesapi/openapi.yaml

关键数据

2GitHub 星标
1贡献者
185最近 12 个月提交数
0距最近推送天数
22发布版本数
1巴士系数(bus factor)
1开放议题
crates.io软件包生态系统数

数据采集警告

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

更多细节

OpenSSF Scorecard 3.8 / 10
3.8综合

来自开源项目 OpenSSF Scorecard 的独立、工具无关的安全评估。每项检查奖励的是安全实践本身,而非特定供应商的工具。Scorecard 无法判定的检查项标记为 不适用,并从安全评分中剔除(绝不按零分计)。Scorecard v5.5.0 · 2026-07-27 19:49 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
0CI-Tests0 out of 13 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/14 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
3Vulnerabilities7 existing vulnerabilities detected
直接依赖 19
注册表软件包版本约束清单文件
crates.iotokio1Cargo.toml
crates.ioreqwest0.12Cargo.toml
crates.ioserde1Cargo.toml
crates.ioserde_json1Cargo.toml
crates.iofutures0.3Cargo.toml
crates.iothiserror2Cargo.toml
crates.iobytes1Cargo.toml
crates.iotokio-stream0.1Cargo.toml
crates.ioeventsource-stream0.2Cargo.toml
crates.iochrono0.4Cargo.toml
crates.iocrossterm0.28Cargo.toml
crates.iotoml0.8Cargo.toml
crates.iodirs6Cargo.toml
crates.ioaxum0.8Cargo.toml
crates.iotower0.5Cargo.toml
crates.iotower-http0.6Cargo.toml
crates.ioasync-stream0.3Cargo.toml
crates.ioasync-trait0.1Cargo.toml
crates.ioredis1Cargo.toml
全部依赖 未采集

本报告未能采集到解析后的依赖集合:GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

原始 JSON 报告 机器可读
{
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      "pushed_at": "2026-07-26T23:36:12Z",
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          "published_at": "2026-07-26T23:38:29Z"
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        {
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          "kind": "patch",
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          "kind": "minor",
          "published_at": "2026-07-16T19:52:55Z"
        },
        {
          "tag": "v0.1.26",
          "kind": "patch",
          "published_at": "2026-07-13T06:08:09Z"
        },
        {
          "tag": "v0.1.25",
          "kind": "patch",
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        },
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          "kind": "patch",
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        },
        {
          "tag": "v0.1.22",
          "kind": "patch",
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        },
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          "kind": "patch",
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        },
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        },
        {
          "tag": "v0.1.16",
          "kind": "patch",
          "published_at": "2026-03-19T21:32:28Z"
        },
        {
          "tag": "v0.1.15",
          "kind": "patch",
          "published_at": "2026-03-19T00:54:27Z"
        },
        {
          "tag": "v0.1.14",
          "kind": "patch",
          "published_at": "2026-03-19T00:32:47Z"
        },
        {
          "tag": "v0.1.13",
          "kind": "patch",
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        },
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      ],
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          "oid": "fff7717ae71b835218e885d719de80b1dbbbac93",
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          "is_bot": false,
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        },
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          "is_bot": false,
          "headline": "Merge pull request #45 from sanjay920/feat/vllm-sglang-providers",
          "author_name": "Sanjay Nadhavajhala",
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        },
        {
          "oid": "5cda213214b736278191f6a4b9914734a75cb98e",
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          "is_bot": false,
          "headline": "Add vLLM and SGLang as self-hosted providers",
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          "is_bot": false,
          "headline": "Merge pull request #44 from sanjay920/release-0.3.0",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-26T00:49:14Z",
          "body_truncated": false,
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        },
        {
          "oid": "378e5185a4cd372437ac88e6bd653fd46a429b18",
          "body": "Minor: add OpenRouter as a provider (OpenAI Chat Completions-compatible\naggregator, addressed as openrouter/<vendor>/<model>). Live-verified. Includes\na new config::Keys.openrouter field. Version lockstep across Cargo + TS + Ruby\nclients.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nSigned-off-by: Sanjay Nadhavajhala <sanjay.nadhavajhala@gmail.com>",
          "is_bot": false,
          "headline": "Release v0.3.0",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-26T00:49:09Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "0521258dd8c3e3e74a42b7a6cb5fe998518cbf07",
          "body": "Add OpenRouter as a provider",
          "is_bot": false,
          "headline": "Merge pull request #43 from sanjay920/feat/openrouter-provider",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-26T00:48:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "592491c869e7a4852646c3c3ec4c31a160cf7fba",
          "body": "…state\n\nVerified end-to-end against the real API with poolside/laguna-s-2.1:free:\nbasic completion and reasoning (reasoning_effort -> reasoning:{effort}, with\nmessage.reasoning normalized to reasoning_content) both pass.\n\n- Default to a :free model (OR_TEST_MODEL to override) so the suite runs witho\n[…]\naces OpenRouter's 402 as a ProviderError with status + message.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nSigned-off-by: Sanjay Nadhavajhala <sanjay.nadhavajhala@gmail.com>",
          "is_bot": false,
          "headline": "test(openrouter): live-verified integration tests, robust to account …",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-25T23:39:13Z",
          "body_truncated": true,
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        },
        {
          "oid": "b11e13c68cad61252b052f84de63b86f95856649",
          "body": "OpenRouter (openrouter.ai) is an OpenAI Chat Completions-compatible aggregator,\nso it becomes llmshim's first *passthrough* provider — every other provider\ntranslates the OpenAI-format input away to a native dialect; OpenRouter's\ntransforms are near-identity.\n\n- src/providers/openrouter.rs: transfor\n[…]\n/mdbook\ngreen. Live verification pending an OPENROUTER_API_KEY.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nSigned-off-by: Sanjay Nadhavajhala <sanjay.nadhavajhala@gmail.com>",
          "is_bot": false,
          "headline": "Add OpenRouter as a provider",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-25T23:32:04Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "1509cd839fd940352890d9e4078051bcbff97a34",
          "body": "Release v0.2.3",
          "is_bot": false,
          "headline": "Merge pull request #42 from sanjay920/release-0.2.3",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-25T18:00:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7d21c413c6274647eade81bd96fe5b72621c0424",
          "body": "Additive (patch): register Anthropic Claude Opus 5 (claude-opus-5) — new\nadaptive family (native low..max effort), 1M context by default. Version\nlockstep across Cargo + TS + Ruby clients.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nSigned-off-by: Sanjay Nadhavajhala <sanjay.nadhavajhala@gmail.com>",
          "is_bot": false,
          "headline": "Release v0.2.3",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-25T18:00:32Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "3ee880536cea4d2fdae0183552f9c1fc574285a9",
          "body": "Add support for claude-opus-5",
          "is_bot": false,
          "headline": "Merge pull request #41 from sanjay920/feat/add-claude-opus-5",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-25T17:53:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ac15f3a415430614b76ec791af18ae62de9bca61",
          "body": "Register Anthropic's Claude Opus 5 (released 2026-07-24). Verified live:\n- New adaptive family — adaptive thinking + native low..max effort (incl. xhigh,\n  not clamped); rejects the pre-4.6 enabled path (400). Added to\n  `is_new_adaptive_family`.\n- 1M-token context is the DEFAULT (no beta header nee\n[…]\nve end-to-end integration test\n  (passes against the real API).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nSigned-off-by: Sanjay Nadhavajhala <sanjay.nadhavajhala@gmail.com>",
          "is_bot": false,
          "headline": "Add support for claude-opus-5",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-25T17:45:02Z",
          "body_truncated": true,
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        },
        {
          "oid": "134ef8f7cca47b76bd0d6f1970199a6cac6e7bef",
          "body": null,
          "is_bot": false,
          "headline": "Delete LICENSE",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-21T20:21:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a2fbf1b4d7335878c768941dfe3ebff89acbc68f",
          "body": "Add open-source project files (dual license, contributing, templates)",
          "is_bot": false,
          "headline": "Merge pull request #40 from sanjay920/chore/oss-project-files",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-21T20:20:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "81608fee05bac1b5c34ae0b6abc8ed00c307cdae",
          "body": "- Dual-license under MIT OR Apache-2.0 (LICENSE-MIT, LICENSE-APACHE, NOTICE)\n  and set the Cargo.toml license field to match.\n- CONTRIBUTING.md (dev setup, CI gates, public-API rules, DCO), plus\n  CODE_OF_CONDUCT.md and SECURITY.md (threat model for the auth-less proxy).\n- GitHub issue templates (bu\n[…]\n.\n\nCopyright: Sanjay Nadhavajhala and the llmshim contributors.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>\nSigned-off-by: Sanjay Nadhavajhala <sanjay.nadhavajhala@gmail.com>",
          "is_bot": false,
          "headline": "Add open-source project files: dual license, contributing, templates",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-21T15:42:48Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8265de9a11610f0040babd91873c2dd43bb53a82",
          "body": "Release v0.2.2",
          "is_bot": false,
          "headline": "Merge pull request #39 from sanjay920/release-0.2.2",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-18T00:59:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cc035761990057cf0bc41b1ebafd350f75489a9d",
          "body": "Additive (patch): Anthropic adaptive/enabled thinking now sets `display`\n(default \"summarized\") so newer models return reasoning text, plus the unified\n`reasoning_summary: auto|none` control (#37). Version lockstep across Cargo + TS\n+ Ruby clients.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release v0.2.2",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-18T00:59:04Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "e041125d43de25ad57068c73ed7eee0efb68eb08",
          "body": "Anthropic thinking.display so Sonnet 5 / Opus 4.7-4.8 return reasoning text (#37)",
          "is_bot": false,
          "headline": "Merge pull request #38 from sanjay920/feat/reasoning-display",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-18T00:58:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "011ed8fa8746337bfd13323e8c3ddd98470b3f2c",
          "body": "…g text (#37)\n\nNewer adaptive models (Sonnet 5, Opus 4.7/4.8, ...) default thinking `display`\nto \"omitted\" — a signed but empty thinking block with no thinking_delta text —\nso clients requesting reasoning via reasoning_effort got zero reasoning text\neven though the model billed thinking tokens. Olde\n[…]\n+ reasoning_effort now returns thinking\nsummary text by default.\n\nAdditive → 0.2.2. Docs: reference/request-fields.md + CLAUDE.md.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(anthropic): set thinking.display so newer models return reasonin…",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-18T00:27:10Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "19e2f6005bee8d5676d4d5b5d043e05912351820",
          "body": "Release v0.2.1",
          "is_bot": false,
          "headline": "Merge pull request #36 from sanjay920/release-0.2.1",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-17T18:01:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9332137eba13212f378b78247aefa5bd9540a38b",
          "body": "Additive (patch): lossless reasoning round-trip for Anthropic — surface\n`reasoning_signature`/`redacted_reasoning_content` on responses (incl. streaming)\nand reconstruct the native thinking block from them on requests (#34). Version\nlockstep across Cargo + TS + Ruby clients.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release v0.2.1",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-17T18:01:01Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ddf670b9689d1637b94d6558bdfe2478408efc64",
          "body": "Lossless reasoning round-trip (signature passthrough) (#34)",
          "is_bot": false,
          "headline": "Merge pull request #35 from sanjay920/feat/reasoning-roundtrip",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-17T18:00:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b2c87a3ebbe517750e9919139b7ffc0eb87256c4",
          "body": "…ugh (#34)\n\nMake standalone reasoning round-trip losslessly and symmetrically with the\ntool-call thought_signature convention.\n\nResponses (surface the signature):\n- Non-streaming: surface `reasoning_signature` alongside `reasoning_content`, and\n  `redacted_reasoning_content` for redacted_thinking bl\n[…]\n0, final answer produced).\n\nAdditive (Value-based API) → 0.2.1; no new required fields, non-reasoning\nproviders/models unaffected.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(anthropic): lossless reasoning round-trip via signature passthro…",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-17T17:59:27Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "2cbc6d41e21c544ba0f9ce8209cb4f271d847dff",
          "body": "Release v0.2.0",
          "is_bot": false,
          "headline": "Merge pull request #33 from sanjay920/release-0.2.0",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-16T19:47:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "11afbd0573ff64280f14d39056e8bb063fda184f",
          "body": "Minor (breaking) bump: the model registry gained per-model spec metadata —\n`ModelInfo` is now `#[non_exhaustive]` with `context_window_tokens`,\n`max_output_tokens`, and a `ModelCapabilities` struct (#31). Also removed three\ndelisted/shut-down models. Version lockstep across Cargo + TS + Ruby clients.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release v0.2.0",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-16T19:47:22Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "04c6708ecc9253965ceea0e0622e49bd66243178",
          "body": "Add per-model spec metadata to the registry (#31)",
          "is_bot": false,
          "headline": "Merge pull request #32 from sanjay920/feat/model-spec-metadata",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-16T19:44:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "104adf037162588fdb4d2025356bba680d1972d9",
          "body": "llmshim is a standalone public crate on crates.io; its docs, skills, and test\ncomments shouldn't couple to any specific downstream consumer. Replace every\n`ragents` reference with the generic reason (public crate / semver protection)\nor a generic \"streaming client\" in test comments. The semver-prote\n[…]\n valid.\n\nFiles: CLAUDE.md, .claude/skills/{release,add-model,add-provider,README}.md,\ntests/unit_gemini.rs (comment wording only).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: remove ragents references — llmshim stands on its own",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-16T19:40:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "8cad9a4fb04f62c289af1280e6f2009d6d2dd721",
          "body": "Research surfaced three models that are dead upstream, not just under-documented:\n- gemini-3.1-flash-lite-preview — shut down 2026-05-25 (per its own docs page)\n- grok-4-1-fast-reasoning / grok-4-1-fast-non-reasoning — doc pages delisted (404)\n\nRemove all three from the registry so discovery/specs d\n[…]\n, behavior-preserving); integration tests repointed to live models.\n\nPreflight green: fmt, clippy -D warnings, full suite, mdbook.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(models): remove deprecated/delisted models (#31)",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-16T19:22:40Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "390ab43976642607c7ee063a9886f697d1a59906",
          "body": "Fill in context window, output ceiling, and capabilities for the registry,\nresearched from official provider docs (platform.claude.com,\ndevelopers.openai.com, ai.google.dev, docs.x.ai) as of 2026-07-16. Honesty rule\nheld throughout — unverified facts stay Unknown/None, never guessed.\n\nHighlights:\n- \n[…]\ns, documented exceptions, and still-Unknown honesty.\n- Docs: reference/models.md spec section updated with the snapshot + caveats.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(models): populate spec metadata from provider docs (#31)",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-16T19:13:06Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "d33c0e4dedfb650d50d569fdb5f8efbe701f6fb8",
          "body": "Extend the model registry from an identity table into a spec source of truth so\nconsumers stop hand-maintaining parallel tables that drift.\n\n- Widen `ModelInfo` with `context_window_tokens`, `max_output_tokens`, and a\n  `ModelCapabilities` struct (tools, streaming, images, prompt_cache,\n  structured\n[…]\nng + non_exhaustive on a public struct -> 0.2.0, with a\ncoordinated ragents bump at release. Rationale + trimmed scope: issue #31.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat(models): add per-model spec metadata to the registry (#31)",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-16T19:01:52Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "274b912076eda6b15a6c8313e2d86813a205242c",
          "body": "An unpinned mdbook-mermaid resolved to a version incompatible with mdbook's\npreprocessor protocol, failing the build with \"Unable to parse the input\".\n0.16.2 is the version verified locally against mdbook 0.4.52.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci(pages): pin mdbook-mermaid to 0.16.2 to match mdbook 0.4.52",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-15T06:12:44Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "412a124baba9643110496ffb7ae7fc5e7863ef84",
          "body": "A 29-page mdBook documentation site (getting-started, core concepts, guides,\nproxy/operations, reference) built across four collaborative authoring waves,\neach verified against source. Plus: modernized example model ids across the\nsite and README to current flagships (feature gpt-5.6), reconciled the reasoning\ndoc to a single source of truth, and a GitHub Pages deploy workflow.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Merge docs/concepts-site: mdBook concepts site + model-id modernization",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-15T06:11:24Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "56384db650eb804e87816d6b6f23da6a0cccd649",
          "body": "Single source of truth for reasoning: the site guide docs/src/guides/reasoning.md\nis a complete superset (all effort tables incl. Anthropic pre-4.6 budget, mode\ntable, framing, mermaid), so remove the duplicated top-level docs/reasoning.md\nand repoint every reference:\n- README -> published guide URL\n[…]\nature branches and fires once this branch merges.\n\nPreflight green: mdbook build, cargo fmt, clippy (my changes), full unit suite.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: reconcile reasoning doc + add gated GitHub Pages deploy",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-15T06:10:55Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "967c21d30b11a975bdc52a3f9c48590420a9ba98",
          "body": "Match the docs-site modernization: stale example ids -> current same-provider\nsuccessors (claude-sonnet-4-6 -> claude-sonnet-5, gpt-5.5 -> gpt-5.6-sol), so\nthe streaming quickstart, multi-model switch, and fallback chain now feature\ngpt-5.6 (shipped in v0.1.25).\n\nLeft untouched: the benchmark footnote (honest record of what was measured:\ngpt-5.4 / claude-sonnet-4-6) and the model catalog table (lists every real id).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs(readme): modernize example model ids to current flagships",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-15T05:31:17Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "055dafbcc75305d83826d3fb9349de9b3f2f9e78",
          "body": "The reference catalog was correct, but narrative/getting-started pages leaned on\nstale example ids (claude-sonnet-4-6 everywhere, gpt-5.5 for OpenAI) so a new\nvisitor never saw gpt-5.6 — the flagship shipped in v0.1.25.\n\n- Lead getting-started + intro examples with openai/gpt-5.6-sol\n- Flagship-swit\n[…]\n6 now appears across intro, getting-started, guides, and reference.\nmdbook build green; all model ids valid against src/models.rs.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: modernize example model ids to current flagships (feature gpt-5.6)",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-15T02:32:56Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "de8addf28e928c1c8c9e7e89b766a73a0d2737eb",
          "body": "Final authoring wave — canonical, table-forward reference backing the guides:\n- proxy/http-api: full endpoint + request/response + typed SSE StreamEvent reference\n- proxy/deployment: honest security posture (no built-in auth/TLS, permissive CORS; run behind a gateway)\n- proxy/scaling: shared pool, r\n[…]\n.reasoning_content to api/openapi.yaml.\n\nmdbook build green; all 26 model ids, error codes, and endpoints verified against source.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: author Wave 4 reference + proxy/operations pages",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-15T02:15:04Z",
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          "is_coding_agent": true
        },
        {
          "oid": "8d278cbe92d2728c95c0e58ce84d52d89ab1e5ec",
          "body": "…backs, native controls)\n\nTask-first guides layered on the Wave-1 concept spine:\n- streaming: Rust normalized OpenAI-delta chunks vs proxy/client typed SSE events\n- tools: OpenAI Chat Completions tool format in, per-provider translation, app-runs-tools loop\n- images: cross-provider image translation\n[…]\nassthrough (no x-xai), precedence wins\n\nmdbook build green; top-level docs/reasoning.md left untouched for publish-time reconcile.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: author Wave 3 guides (streaming, tools, images, reasoning, fall…",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-15T02:07:02Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "444b91976ac1abe1dabe76618efa95cd30a1b3cc",
          "body": "Authored the six Getting Started pages: choose-a-surface, configure,\nand Rust / CLI / proxy / language-client quickstarts. All snippets\nverified against the code (examples/*.rs compiled; client APIs checked\nper clients/*/README.md — Python/TS auto-start the bundled proxy, Go/Ruby\nconnect to a running one). Build green.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: Wave 2 — Getting Started quickstarts",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-15T02:00:20Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "bf7b7780f079569a495baace2de63842d9ea5fcc",
          "body": "Greenfield mdBook docs site under docs/, co-designed with a gpt-5.6-sol\ndocs-architect agent. Wave 1 lands the scaffold, full navigation, and the\nsix \"spine\" pages that establish the mental model; remaining pages are\nstubs filled in later waves.\n\n- docs/book.toml + vendored mdbook-mermaid assets; do\n[…]\n.22 -> 0.1.26, documented the real 429/503 + Retry-After responses.\n\nNot merged; feature branch only, pending page-by-page review.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: mdBook concepts site — Wave 1 (scaffold + mental-model spine)",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-14T07:02:13Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "563c0903c62c188a7a8ed819bee61c1bae90e445",
          "body": "Add xAI grok-4.5 (new flagship, 500K context) with a cannot-disable-\nreasoning clamp (effort none -> low, verified live). All client versions\nin lockstep.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release v0.1.26",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-13T06:03:44Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "d649fcb5205f0342fff5483fd5bb5c2189fb4a5c",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/add-grok-4.5'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-13T05:40:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "29e601f2936836912591614364c63096b1e1ffbb",
          "body": "New xAI flagship (created 2026-06-28, 500K context), verified live via the\n/models + /responses APIs. Reasoning matrix: accepts low/medium/high/xhigh;\nrejects \"max\" (400, like grok-4.3) and — unlike grok-4.3 — rejects \"none\"\n(400 \"does not support value none\": grok-4.5 cannot disable reasoning).\n\n- \n[…]\nied end-to-end through the proxy (none/high/max+pro all accepted;\nnone would 400 without the clamp). 443 tests pass on rustc 1.97.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add xAI grok-4.5 (cannot-disable-reasoning clamp)",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-13T05:40:29Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "351fe70e18b487c40ba167cf160b54c4700fd8c5",
          "body": "CI's dtolnay/rust-toolchain@stable moved to rustc 1.97, whose clippy\ntightened the question_mark lint and now flags the pre-existing\nelse-if-let/else-return-None block. Rewritten with `?`. (Caught by the\nrelease test gate; nothing was published.)\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix clippy 1.97 question_mark lint in translate_tool_choice",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-13T05:20:44Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "1427b5e2fc997fa56482c53d753af697c393d463",
          "body": "Unified fine-grained reasoning controls across all providers\n(reasoning_effort none..max + reasoning_mode standard|pro, per-model\nclamping verified live, docs/reasoning.md mapping reference), GPT-5.6\nmodels (sol/terra/luna), xAI reasoning fixed (nested object + summaries),\nand four latent provider bugs fixed. All client versions in lockstep.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release v0.1.25",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-13T05:16:45Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "41b9ec49c9d71efdfe756433186fc4d0739b57cd",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/unified-reasoning'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-13T05:10:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dd3eaa479bf0e22181c017e8170d95c5b78a896a",
          "body": "Adds two knobs that work identically everywhere — reasoning_effort\n(none|low|medium|high|xhigh|max) and reasoning_mode (standard|pro) — with\nper-provider translation and per-model clamping, every boundary verified\nagainst the live provider APIs (research by four provider-focused agents,\nthen confirm\n[…]\n (no clamp failures), \"none\" paths show zero reasoning\ntokens, and the adaptive no-thinking case matches raw-API behavior exactly.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Unified fine-grained reasoning controls across all providers",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-13T05:09:43Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7fe4ebf68cefe77847cab5a2fdbb85c9a4f03a0a",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/add-gpt-5.6-models'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-13T04:16:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "59bbd04d2b439f467686d17a00393ddc1e9a60b2",
          "body": "New OpenAI generation (verified live via the /models + /responses APIs):\nthree named variants gpt-5.6-sol / -terra / -luna (not the usual\npro/mini/nano size suffixes). All work through the Responses API.\n\nReasoning-effort quirk: unlike regular models (accept all efforts) and pro\nmodels (only medium/\n[…]\nopenai; clients pass\nmodel strings). Verified end-to-end through the proxy against the live API,\nincluding the minimal-clamp path.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add GPT-5.6 models (sol, terra, luna) with minimal-effort clamp",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-13T04:15:44Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a63ba5e798fb63cb8450b57f0097a35b6332348c",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/docs-claude-md-update'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-08T04:43:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0847e5bc35b4ae124d2b5ffe457bebe5d0b0d70b",
          "body": "…ine in CLAUDE.md\n\nCapture what was learned building out the multi-language clients and the\nmulti-registry release, so future maintainers don't rediscover it:\n\n- New \"Client libraries\" section: Python/TS bundle-and-auto-spawn the\n  binary (maturin / npm optionalDependencies), Go/Ruby are stdlib pure\n[…]\nxtension namespace (disable_1m_context,\n  extra_betas) and the control-key body-exclusion rule.\n- Fixed the stale unit-test count.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Document client libraries, provider extensions, and the release pipel…",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-08T04:43:09Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "320f1504b6f6554071a6f3f65101a67b556f5dd3",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/npm-idempotent-publish'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-08T04:19:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ab7fef13e3eda7e292b9add248bf06e4d726d642",
          "body": "The npm binary jobs published all 5 platform packages @0.1.24 on one run,\nbut the root npm job failed separately — so a re-run to publish the root\nre-attempted the (now-published) binary packages and hit \"cannot publish\nover previously published versions,\" which cascaded to skip the root job\n(it `ne\n[…]\nis already on npm.\nMakes the release re-runnable and lets the root package publish even when\nthe platform packages are already up.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Make npm publish steps idempotent (skip if version already on registry)",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-08T04:18:56Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4a2b28ed5ff6b0c55a57c01467ead5af3e7f2871",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/fix-root-npm-ruby-test'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-08T04:12:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ef9a5964adb6e6731ced93bf68f14aeda106504a",
          "body": "Third round of real-CI fixes (all npm *binary* jobs now publish green;\nthese were the last two failures):\n\nroot npm: `npm ci` failed — the committed lockfile has empty versions for\nthe platform optionalDependencies (it was regenerated when the 0.1.24\nplatform packages didn't exist on npm yet), so ci\n[…]\n. Drop bundler for the test — install minitest +\nwebrick explicitly and run the test file directly. Deterministic on any\nRuby 3.x.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix root npm install and Ruby test in release pipeline",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-08T04:11:59Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "9615bb03fb49e600610629647df8944337e35aba",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/fix-npm-oidc-ruby-webrick'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-08T04:00:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0bbba14c740e9f4e90742a39337bf8eade48f640",
          "body": "Second round of real-CI fixes for the multi-registry release (the mkdir +\nrubygems-action-pin round got further but exposed these):\n\nnpm: the binary packaged fine and provenance signed, but the registry PUT\nreturned a misleading E404 — the documented symptom of publishing via OIDC\ntrusted publishing\n[…]\n by Ruby 2.6, which still bundles it.)\nDeclare webrick as a dev dependency, enable bundler-cache, and run tests\nvia `bundle exec`.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix npm OIDC publish (npm >= 11.5.1) and Ruby webrick on 3.3",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-08T04:00:13Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "e9e5f30f57ea3c9492631092b7d67d7671fbddfc",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/fix-release-npm-rubygems-jobs'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-08T03:50:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7d3c6a5fa923bc6523cb58b576a78e9d6c8fed3a",
          "body": "Two bugs surfaced on the v0.1.24 release (crates.io/PyPI/Homebrew/Go all\npublished fine; these five jobs failed):\n\n1. npm binary jobs: `cp ... bin/llmshim` failed with \"No such file or\n   directory\". Removing the bin/.gitignore files in a prior fix (to stop\n   them excluding the binary from the publ\n[…]\nase: upload --clobber if the release already exists.\n- go-tag: skip if the module tag already exists.\n- pypi: skip-existing: true.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix npm binary + rubygems release jobs, make pipeline re-runnable",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-08T03:50:07Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "141aabd46ce6e224fa5495dfa4d120a08315d370",
          "body": "The anthropic extra-betas feature (4def36f) already bumped Cargo.toml to\n0.1.24 but left Cargo.lock at 0.1.23 and didn't touch the language clients.\nBring everything in lockstep for the release:\n\n- Cargo.lock: llmshim 0.1.23 -> 0.1.24 (cargo publish requires the match).\n- clients/typescript/package.\n[…]\nag, so this is what\nlets the v0.1.24 release publish green across crates.io, PyPI, npm (root +\n5 platform packages), and RubyGems.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release v0.1.24: sync Cargo.lock + all client versions",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-08T03:38:59Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4b5cc36814281196dece810f84f8b919f3631550",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/scope-win32-npm-package'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-08T03:28:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7967e127cb490b3cba473cf26d89c657c6dd840a",
          "body": "npm's spam detection returns 403 \"Package name triggered spam detection\"\nfor unscoped names matching `*-win32-<number>` (documented; the exact\nflagged example is `app-win32-x64`). The darwin/linux platform packages\npublish unscoped without issue, but `llmshim-win32-x64` is rejected every\ntime, inclu\n[…]\n skill updated.\n\nThe CI npm-windows-binary job already runs `npm publish --access public`\nwhich handles scoped packages correctly.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Scope the win32 npm package to dodge npm's spam filter",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-08T03:28:07Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "4def36f09c3a20899c3e0bfd0ec31f5ef96cc62c",
          "body": "The anthropic provider auto-manages beta headers (1M context, fast mode,\nextended cache TTL) but had no way for a caller to request an arbitrary\nadditional beta. Add an `x-anthropic.extra_betas` string-array passthrough:\nvalues are appended to the auto-managed anthropic-beta set (de-duplicated)\nand the key is excluded from the request body since it is a header control,\nnot an API body param.\n\nEnables Claude Code's `--betas` flag to reach the wire (rcode R-22b).\n\nBump 0.1.23 -> 0.1.24.",
          "is_bot": false,
          "headline": "feat(anthropic): pass through caller-supplied extra betas",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-08T03:11:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "73ec0edbf33e2382c9a5123a34f2dcf009b5c6e4",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/fix-npm-binary-gitignore-bug'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-05T16:47:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c77bdeae05f2188ce1eb6e8b25b37c6ab24efa4d",
          "body": "npm's packing logic (npm pack/publish) still consults .gitignore rules\nfound within the package root being packed even when `files` explicitly\nallowlists that path -- a `bin/.gitignore` containing `*` / `!.gitignore`\n(added to keep locally-built test binaries out of git) also told npm to\nexclude the\n[…]\not gitignore\nlookup doesn't see, so it still keeps git from tracking locally-built\nbinaries without affecting what gets published.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Fix: nested bin/.gitignore silently excluded binaries from npm packages",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-05T16:47:28Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "beb7dcf67eca2deb7f8b1c9b54e9e46b09726d2a",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/npm-bundle-binary'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-05T16:26:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8d46b9273d251e398fb67336cee364f6622ace9c",
          "body": "The TS client was deliberately scoped as pure-HTTP when it was first built,\nwhich meant Node users had to run `llmshim proxy` themselves while Python\nusers just got `pip install llmshim` and it worked. There's no technical\nreason npm can't match that UX -- esbuild/swc/Turborepo/Biome all bundle\nnati\n[…]\nits own one-time Trusted Publisher setup on npmjs.com -- see\nclients/typescript/README.md and the PR description for exact values.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Bundle a prebuilt binary in the npm package, auto-start like Python",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-05T16:25:47Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "69bb335d15c66f14776117c6f8afac424dfec24e",
          "body": null,
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/publish-language-clients'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-05T02:54:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a69fdb61637395408fdf5395e3baf90616bcf974",
          "body": "Docs claimed `pip install llmshim` (true — already automated via maturin +\nPyPI trusted publishing) but the TS/Ruby/Go clients that were added earlier\nwere never actually published anywhere, despite their own READMEs showing\ninstall commands that didn't work.\n\n- Renamed the TS package `@llmshim/clie\n[…]\ny exist); RubyGems and PyPI support\npre-publish \"pending\" trusted publishers. See PR description for the exact\nmanual setup steps.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Publish TypeScript, Ruby, and Go clients (npm, RubyGems, go get)",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-05T02:53:59Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "33609874210a0fcbd57a3181fdfe307bb9218b54",
          "body": "Additive release since v0.1.22 (no breaking public-API changes):\n- Client libraries generated from api/openapi.yaml: TypeScript, Go, Ruby\n  (pure-HTTP, spec-faithful), plus a refreshed Python client with types.\n- Reactive retry upgrade (src/client.rs): honors Retry-After + provider\n  reset headers w\n[…]\nt harness (cargo run --features proxy --example loadtest) that\n  validates the shedding paths against a mock upstream at /bin/zsh.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release v0.1.23",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-04T18:34:06Z",
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          "body": null,
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          "headline": "Merge remote-tracking branch 'origin/loadtest-harness'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-04T18:16:52Z",
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        {
          "oid": "acb9a85f641b48bf09639efff02f5e388f010b81",
          "body": "A $0 shakeout (mock Anthropic upstream, no real provider calls) that drives\nthe real proxy under a concurrent burst and verifies the coordination layer\nend-to-end — the paths unit tests can't fully prove under load.\n\nRuns four scenarios and asserts seven path checks:\n- Uncoordinated baseline (shows \n[…]\nangs.\n\nRegistered as `cargo run --release --features proxy --example loadtest`\n(proxy-gated). README scaling section points to it.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add load-test harness for proxy rate-limit coordination",
          "author_name": "Sanjay Nadhavajhala",
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        {
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          "headline": "Merge remote-tracking branch 'origin/scale-coordination'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-04T18:07:35Z",
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        {
          "oid": "3e23b1932f6fedf24448a11a6547c0ddfff2a085",
          "body": "Proactive load-shedding layer in front of the reactive retry in client.rs,\nso a fleet of proxy replicas doesn't collectively blow provider TPM/RPM limits.\n\n- `trait RateLimiter` (acquire/penalize) held as `Arc<dyn RateLimiter>` in\n  AppState. Pure `TokenBucket` math, unit-tested with tokio::time pau\n[…]\nst a pre-penalized limiter) — no real provider APIs, no\nexternal services required. The redis-coordination feature compile-checks.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add horizontal-scale rate-limit coordination to the proxy",
          "author_name": "Sanjay Nadhavajhala",
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          "headline": "Merge remote-tracking branch 'origin/scale-reactive-retry'",
          "author_name": "Sanjay Nadhavajhala",
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          "headline": "Merge remote-tracking branch 'origin/refresh-python-client'",
          "author_name": "Sanjay Nadhavajhala",
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          "author_name": "Sanjay Nadhavajhala",
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          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
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        {
          "oid": "d5dae52062165cb1143b0269ae434ab3e7f58ca4",
          "body": "Thin, standard-library-only Ruby HTTP client for a running llmshim proxy.\nImplements all four proxy endpoints per api/openapi.yaml:\n\n- chat  -> POST /v1/chat (non-streaming, returns ChatResponse)\n- stream -> POST /v1/chat/stream (SSE, yields typed StreamEvent objects)\n- models -> GET /v1/models\n- he\n[…]\nrick mock returning canned JSON and multi-event SSE;\nno real provider APIs and no running proxy required. 11 tests, 55 assertions.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add Ruby client gem for the llmshim proxy",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
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          "oid": "91ebf99b54638851f274404b3d4f364c4608b460",
          "body": "Upgrades ShimClient::send retry logic to be production-grade for a\nhorizontally-scaled proxy. Previously it retried the retryable statuses\nwith fixed exponential backoff (1s/2s/4s), no jitter, and ignored every\nserver-provided timing hint — a thundering-herd hazard at fleet scale.\n\nWhat changed:\n- H\n[…]\nbound, full_jitter). Tests are unit-only + mockito (new\ndev-dependency) against a local server — no provider API calls, $0 to run.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Make HTTP retry reactive: honor Retry-After, add jitter, env config",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
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          "oid": "bd53e906295c77dc229e2dda249661114b846e2d",
          "body": "Audit the clients/python surface against api/openapi.yaml and close drift,\nwhile preserving the bundled-binary auto-spawn convenience.\n\nChanges:\n- Add spec-faithful TypedDicts in llmshim/types.py (ChatRequest, ChatResponse,\n  Config, Message, ToolCall, Usage, ResponseMessage, ModelsResponse,\n  Healt\n[…]\nock. Verifies request building, response parsing, SSE event\ntyping, and error handling. No real provider APIs, no keys, $0 to run.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Refresh Python client to match 0.1.22 API spec",
          "author_name": "Sanjay Nadhavajhala",
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          "oid": "75bd534fd26c9f09931e31e2d9f7517042ab4ab5",
          "body": "Thin, idiomatic, standard-library-only Go HTTP client in clients/go/.\nTalks to a running llmshim proxy over pure HTTP (default\nhttp://localhost:3000); does not spawn the Rust binary.\n\nImplements all four proxy endpoints with context.Context:\n- Chat    -> POST /v1/chat (non-streaming)\n- Stream  -> PO\n[…]\nnon-2xx responses. Tests use net/http/httptest with canned JSON and SSE\nonly, so `go test ./...` never touches real provider APIs.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
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          "headline": "Add Go client for the llmshim proxy",
          "author_name": "Sanjay Nadhavajhala",
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          "is_bot": false,
          "headline": "Add dependency-free TypeScript client for the llmshim proxy",
          "author_name": "Sanjay Nadhavajhala",
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          "body": "Additive release since v0.1.21:\n- New models: Anthropic Opus 4.8/4.7 + Sonnet 5, Gemini 3.5 Flash,\n  xAI Grok 4.3, OpenAI gpt-5.5-pro/gpt-5.4-pro (15 -> 22 models).\n- Anthropic: route Opus 4.7/4.8 and Sonnet 5 through the adaptive\n  thinking path (the pre-4.6 enabled/budget path 400s on them).\n- Ope\n[…]\nchmarks and\n  restructured README around the Rust core + CLI + proxy surfaces.\n\nNo breaking changes to public API (additive only).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Release v0.1.22",
          "author_name": "Sanjay Nadhavajhala",
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          "headline": "Merge branch 'clarify-readme'",
          "author_name": "Sanjay Nadhavajhala",
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          "committed_at": "2026-07-03T22:08:00Z",
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          "oid": "e663526512b07e9513dddb7d72be835fbce8bde0",
          "body": "The README described llmshim as \"pure Rust\" but showed almost exclusively\nPython examples, with no explanation of how the Python API relates to the\nRust engine — leaving readers unsure what language the project even is.\n\nRestructure around the three ways to use llmshim, with every code block\nlabeled\n[…]\nto a current model\n  (gemini-3.5-flash), and fix the unit-test count note (~326 -> ~370).\n\nNo behavior change; documentation only.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Restructure README around Rust core + CLI + proxy surfaces",
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          "headline": "Merge branch 'refresh-benchmarks'",
          "author_name": "Sanjay Nadhavajhala",
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          "committed_at": "2026-07-03T21:59:57Z",
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          "oid": "4275852c2a1b6d75313ee43ca081e05cea5157c1",
          "body": "Rerun the Rust and Python benchmark suites (5 full runs each) and publish\nmedians rather than a single noisy sample.\n\n- Latency rows now reflect reality: llmshim ties the Python libs on\n  Anthropic p50 and wins OpenAI p50, but the differences are within\n  network noise (llmshim's own work is ~1.5µs)\n[…]\n and added the measured\n  transform-overhead row instead.\n- Binary size claims corrected 5MB/3.7MB -> ~6MB (same toolchain drift).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Refresh benchmarks with honest median-of-5 numbers",
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          "headline": "Merge branch 'reorder-models-latest-first'",
          "author_name": "Sanjay Nadhavajhala",
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          "oid": "3024506bc7bbf03fbcfe2f7f2c2e6cb6e013076b",
          "body": "New models were previously appended to the end of each provider's list,\nso e.g. GPT-5.5 Pro sorted after GPT-5.4 and Gemini 3.5 Flash appeared\nlast. Reorder OpenAI, Gemini, and xAI so the latest models lead, with\nversion families grouped (base model then its -pro/variants). Anthropic\nwas already new\n[…]\nodels by list position, so the newest now get the lowest\nselection numbers. No behavior change; ordering is not asserted by tests.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Order models newest-first within each provider",
          "author_name": "Sanjay Nadhavajhala",
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          "headline": "Merge branch 'add-maintainer-skills'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-03T18:51:19Z",
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        {
          "oid": "256d4fb4ed8d606566430bce19fd7c15d1758e71",
          "body": "Reflects the model additions merged since the skills were authored.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Update preflight skill test count (~326 -> ~370)",
          "author_name": "Sanjay Nadhavajhala",
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          "headline": "Merge remote-tracking branch 'origin/add-openai-pro-models'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-03T18:20:55Z",
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        },
        {
          "oid": "9d9b807823fb23b744cbbc4116d8ef28ee003112",
          "body": "Add two OpenAI \"pro\" tier models verified against the live Responses API:\n- gpt-5.5-pro (\"GPT-5.5 Pro\", openai/gpt-5.5-pro)\n- gpt-5.4-pro (\"GPT-5.4 Pro\", openai/gpt-5.4-pro)\n\nPro models only accept reasoning.effort of medium/high/xhigh and reject\nminimal/low/none with HTTP 400. Add is_pro_model() he\n[…]\nare unchanged.\n\nRegistry updated in both duplicated locations (src/models.rs and\nsrc/main.rs) plus docs and test count (20 -> 22).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add OpenAI pro-tier models with reasoning-effort clamp",
          "author_name": "Sanjay Nadhavajhala",
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        {
          "oid": "aee27679c236fd0520eb39f6bf392826c75c581a",
          "body": "# Conflicts:\n#\tCLAUDE.md\n#\tREADME.md\n#\ttests/unit_models.rs",
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/add-xai-models'",
          "author_name": "Sanjay Nadhavajhala",
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        {
          "oid": "841e89ca41ffd1f93d593258e63f4227ce6e83d0",
          "body": "# Conflicts:\n#\tCLAUDE.md\n#\tREADME.md\n#\ttests/unit_models.rs",
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'origin/add-gemini-models'",
          "author_name": "Sanjay Nadhavajhala",
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          "oid": "c64b09def66f7456b1904e65357a1c0d4fda624c",
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          "headline": "Merge remote-tracking branch 'origin/add-anthropic-models'",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
          "committed_at": "2026-07-03T18:05:04Z",
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          "oid": "189f043c3f931edf7cde3e80603d5c13f873ae91",
          "body": "Add three new Anthropic models to the registry: claude-opus-4-8\n(\"Claude Opus 4.8\"), claude-sonnet-5 (\"Claude Sonnet 5\"), and\nclaude-opus-4-7 (\"Claude Opus 4.7\").\n\nMandatory capability-flag change (verified against the live API):\nthe pre-4.6 thinking path (thinking:{type:\"enabled\", budget_tokens})\nr\n[…]\nder,\nand the registry count test bumped 15 -> 18. Docs updated in CLAUDE.md\nand README.md. Existing 4.6/4.5 behavior is unchanged.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add Anthropic Opus 4.8/4.7 and Sonnet 5, fix adaptive thinking",
          "author_name": "Sanjay Nadhavajhala",
          "author_login": "sanjay920",
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          "body": "Register gemini-3.5-flash (label \"Gemini 3.5 Flash\", id\ngemini/gemini-3.5-flash). Verified against the live Gemini API:\nsupports generateContent and returns HTTP 200.\n\nThe Gemini provider is a generic passthrough with no per-model\ncapability flags, so this change is purely additive with no provider\n\n[…]\nand\nsrc/main.rs), bumped the registry count test to 16, added a transform\nsmoke test, and updated the docs (CLAUDE.md, README.md).\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add Gemini 3.5 Flash model",
          "author_name": "Sanjay Nadhavajhala",
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                      "share": 100
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "1 contributors",
                "points": 1.4,
                "status": "partial",
                "details": [
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                    "code": "contributors_sampled",
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                      "count": 1
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                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
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                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
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            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
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            "note": null,
            "notes": [],
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              "closed_unmerged_prs": 0
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                "key": "issue_resolution",
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                "points": 35.1,
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                      "share": 75
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                "max_points": 46.75
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              {
                "key": "pr_acceptance",
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              {
                "key": "openssf_scorecard_code_review",
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            ]
          },
          {
            "key": "stewardship",
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            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
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                "code": "weights_renormalized",
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            "value": 56,
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                "key": "ownership_backing",
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                    "code": "owner_personal",
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                ],
                "max_points": 30
              },
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                "key": "verified_domain",
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                "key": "owner_reach",
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
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                "detail": "50 public repos, account ~12 yr old",
                "points": 24.4,
                "status": "partial",
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                    "code": "public_repos",
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                    "code": "account_age_years",
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                "max_points": 25
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            ]
          },
          {
            "key": "package_maintenance",
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            "note": null,
            "notes": [],
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                "key": "published_resolvable",
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                "key": "not_deprecated",
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          }
        ],
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                "key": "openssf_scorecard_ci_tests",
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                "key": "documentation_directory",
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                "key": "wiki",
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              }
            ]
          }
        ],
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        "key": "security",
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                "key": "branch_protection",
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                "key": "code_review",
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              },
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                "key": "dangerous_workflow",
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              },
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                "key": "fuzzing",
                "name": "Fuzzing",
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                "key": "pinned_dependencies",
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                "key": "sast",
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                "key": "security_policy",
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              {
                "key": "vulnerabilities",
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        ],
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        "key": "ai_readiness",
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                "name": "Agent instructions",
                "detail": "CLAUDE.md",
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                "key": "machine_readable_docs_llms_txt",
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                "points": 40,
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                "key": "runnable_examples",
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  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-27T19:49:18.521443Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/sanjay920/llmshim.svg",
  "full_name": "sanjay920/llmshim",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

评分是信号,而非担保。 评分反映的是 GitHub 上公开可见的实践——不是代码审计,也不是安全保证。

缺失数据将被剔除并重新归一化权重,绝不按零分计。方法论已版本化并公开:指标 v1.13.0、模式 v0.27.0—— 完整方法论 · 指标知识库.

单项结果在整体记录中的位置: 汇总统计crates.io.