公开记录中等
软件健康报告模式 0.27.0 · 指标 1.13.0 · 2026-07-24 20:49 UTC
tensor-systems / droste
Recursive analysis engine for data too large for a context window, built with Recursive Language Models (RLMs).
tensor-systems/droste 的健康指数为 100 分中的 54 分，处于「中等」区间。 其得分最高的类别是Vitality（71/100），最低的是Community & Adoption（33/100）。 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。
54
总分 / 100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。
54
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）
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
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 |
|---|---|---|---|---|---|---|
| PyPI | droste | 0.20.0 | - | 28 | 0 天前 | clidata-analysislong-contextrecursive-analysisrecursive-language-modelrlm |
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？
71
开发活跃度
59中等
评分方式
| 36/36 | 推送新近度 — 最近一次推送于 0 天前 |
| 4.8/36 | 提交节奏 — 52 周中有 7 周有提交 |
| 18/18 | 提交量 — 最近一年 242 次提交 |
| 0/10 | OpenSSF Scorecard：Maintained — project was created within the last 90 days. Please review its contents carefully |
所用输入
| commits_last_year | 242 |
| human_commit_share | 1 |
| days_since_last_push | 0 |
| active_weeks_last_year | 7 |
发布纪律
90优秀
评分方式
| 27/27 | 有发布版本 — 已发布 28 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 1 天发布一次 |
| 0/10 | OpenSSF Scorecard：Signed-Releases — Project has not signed or included provenance with any releases. |
所用输入
| releases_count | 28 |
| latest_release_tag | v0.20.0 |
| releases_from_tags | 否 |
| days_since_latest_release | 0 |
| mean_days_between_releases | 1 |
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？
33
流行度与采用
1危急
评分方式
| 0/60 | 星标 — 1 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
| forks | 0 |
| stars | 1 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
社区健康
70良好
评分方式
| 22.5/22.5 | README |
| 22.5/22.5 | 许可证 — 可识别的许可证（Apache-2.0） |
| 18/18 | CONTRIBUTING 指南 |
| 0/13.5 | 行为准则 |
| 0/7.2 | 议题模板 |
| 0/6.3 | PR 模板 |
所用输入
| has_readme | 是 |
| has_license | 是 |
| has_contributing | 是 |
| has_issue_template | 否 |
| has_code_of_conduct | 否 |
| has_pull_request_template | 否 |
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？
53
维护者韧性（巴士系数）
16危急
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 |
| 6/10 | OpenSSF Scorecard：Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
所用输入
| bus_factor | 1 |
| contributors_sampled | 1 |
| top_contributor_share | 1 |
议题与 PR 响应能力
78良好
评分方式
| 40.6/46.8 | 议题解决 — 87% 的议题已关闭 |
| 37.9/38.3 | PR 接受 — 已裁定的 PR 中 104/105 已合并 |
| 0/15 | OpenSSF Scorecard：Code-Review — Found 0/25 approved changesets -- score normalized to 0 |
所用输入
| merged_prs | 104 |
| open_issues | 12 |
| closed_issues | 79 |
| issue_closed_ratio | 0.868 |
| closed_unmerged_prs | 1 |
所有权与托管责任
36存在风险
评分方式
| 30/30 | 所有权背书 — 组织持有 |
| 0/20 | 已验证域名 |
| 0/25 | 所有者影响力 — tensor-systems 有 0 位关注者 |
| 6/25 | 既往记录 — 4 个公开仓库，账户约 0 年 |
所用输入
| followers | 0 |
| owner_type | Organization |
| is_verified | — |
| owner_login | tensor-systems |
| public_repos | 4 |
| account_age_days | 171 |
软件包维护
100优秀
评分方式
| 25/25 | 已发布且可解析 — pypi 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 — 28 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
| packages | droste |
| ecosystems | pypi |
| any_deprecated | 否 |
| min_days_since_publish | 0 |
工程质量
基础的工程与文档实践是否到位？
67
工程实践
68中等
评分方式
| 24/24 | CI 工作流 — 2 个工作流 |
| 24/24 | 存在测试 |
| 0/16 | Linter 配置 |
| 0/9.6 | Pre-commit 钩子 |
| 0/6.4 | .editorconfig |
| 20/20 | OpenSSF Scorecard：CI-Tests — 25 out of 25 merged PRs checked by a CI test -- score normalized to 10 |
所用输入
| has_ci | 是 |
| has_tests | 是 |
| has_editorconfig | 否 |
| has_linter_config | 否 |
| has_precommit_config | 否 |
文档
65中等
评分方式
| 30/30 | README |
| 25/25 | 文档目录 |
| 0/15 | 文档 / 主页站点 |
| 10/10 | 仓库描述 |
| 0/10 | 主题标签 |
| 0/10 | Wiki |
所用输入
| topics | — |
| has_wiki | 否 |
| homepage | — |
| has_readme | 是 |
| has_docs_dir | 是 |
| has_description | 是 |
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？
37
安全态势
37存在风险
评分方式
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — 无数据 |
| 2.5/2.5 | CI-Tests — 25 out of 25 merged PRs checked by a CI test -- score normalized to 10 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/25 approved changesets -- score normalized to 0 |
| 1.5/2.5 | Contributors — project has 2 contributing companies or organizations -- score normalized to 6 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 0/7.5 | Dependency-Update-Tool — no update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | 许可证 — license file detected |
| 0/7.5 | Maintained — project was created within the last 90 days. Please review its contents carefully |
| 0/5 | Packaging — 无数据 |
| 4.5/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9 |
| 0/5 | SAST — SAST tool is not run on all commits -- score normalized to 0 |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — Project has not signed or included provenance with any releases. |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 6/7.5 | Vulnerabilities — 2 existing vulnerabilities detected |
所用输入
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 3.7 |
已排除计分（无数据或不适用）：branch_protection, packaging。 其余权重已重新归一化。
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。
58
AI 代理上下文与指引
85优秀
评分方式
| 45/45 | 代理指令 — AGENTS.md, CLAUDE.md |
| 0/15 | 机器可读文档（llms.txt） |
| 40/40 | 可读的提交历史 — 100 次人类提交中有 81 次说明了意图（结构化标题或解释性正文） |
所用输入
| has_llms_txt | 否 |
| legible_history_share | 0.81 |
| agent_instruction_files | AGENTS.md, CLAUDE.md |
| agent_instruction_max_bytes | 49,235 |
验证循环（构建 / 测试 / 类型检查）
45存在风险
评分方式
| 0/18 | 一条命令的引导启动 |
| 22/22 | 自动化测试 |
| 0/11 | Lint / 格式化配置 |
| 0/11 | 静态类型检查 |
| 10/10 | 可复现环境 — lockfile |
| 4/10 | 已体现的代理实践 — 最近 100 次提交中有 2 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 |
| 9/10 | OpenSSF Scorecard：Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9 |
所用输入
| has_nix | 否 |
| has_tests | 是 |
| lockfiles | package-lock.json, uv.lock |
| has_dockerfile | 否 |
| typed_language | 否 |
| bootstrap_files | — |
| has_devcontainer | 否 |
| has_linter_config | 否 |
| typecheck_configs | — |
| agent_commit_share | 0.02 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
面向模型的代码可读性
54中等
评分方式
| 0/45 | 可类型检查的代码 — Python，未配置类型检查 |
| 54.4/55 | 可控的文件大小 — 采样的 176 个源文件中有 2 个超过 60KB |
所用输入
| primary_language | Python |
| largest_source_bytes | 84,604 |
| source_files_sampled | 176 |
| oversized_source_files | 2 |
机器可读接口
40存在风险
评分方式
| 0/40 | API 模式（OpenAPI/GraphQL/proto） |
| 0/20 | MCP 服务器 |
| 40/40 | 可运行示例 — examples |
所用输入
| example_dirs | examples |
| has_mcp_signal | 否 |
| api_schema_files | — |
关键数据
1GitHub 星标
1贡献者
242最近 12 个月提交数
0距最近推送天数
28发布版本数
1巴士系数（bus factor）
12开放议题
PyPI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
- deps.dev does not index pypi:droste@0.20.0; advisories assessed against the repository dependency graph instead
更多细节
OpenSSF Scorecard 3.7 / 10
3.7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）。
| 10 | Binary-Artifacts | no binaries found in the repo |
| 不适用 | Branch-Protection | internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md |
| 10 | CI-Tests | 25 out of 25 merged PRs checked by a CI test -- score normalized to 10 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/25 approved changesets -- score normalized to 0 |
| 6 | Contributors | project has 2 contributing companies or organizations -- score normalized to 6 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 0 | Dependency-Update-Tool | no update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 0 | Maintained | project was created within the last 90 days. Please review its contents carefully |
| 不适用 | Packaging | packaging workflow not detected |
| 9 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 9 |
| 0 | SAST | SAST tool is not run on all commits -- score normalized to 0 |
| 0 | Security-Policy | security policy file not detected |
| 0 | Signed-Releases | Project has not signed or included provenance with any releases. |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 8 | Vulnerabilities | 2 existing vulnerabilities detected |
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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"body": "* Settle inference budgets from exact token usage\n\nCloses #181\n\n* Preserve structured errors in fail-fast batches\n\n* Preserve partial provider usage counters\n\n* Require terminal Anthropic stream usage\n\n* Preserve native batch errors on structural failure",
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"body": "The main README should stay short and scannable; per-family caveats\n(BrowseComp-Plus's judge/generation cost split, LongBench-v2 CodeQA's\ncost-bounded sample, OOLONG-Pairs' 504 measurement limit, etc.) were\nalready fully covered in benchmarks/README.md, so the footnotes here\nwere pure duplication. Table numbers are unchanged.",
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"body": "Percentage comparisons against the RLM paper's own reported numbers\naren't meaningful since the paper used older GPT-5 models, not the\nmodels droste uses. The comparison that matters is droste vs. direct\nmodel usage (same models, apples-to-apples), which stays unchanged.",
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"body": "…ts (#175)\n\n* benchmarks: materialize BrowseComp-Plus 1K arm\n\nSource Tevatron/browsecomp-plus@144cff8e35b5eaef7e526346aa60774a9deb941f and Tevatron/browsecomp-plus-corpus@b27b02bc3e45511b8b82a13e6f90ce761df726f6 with sampling seed 166001.\n\nFollow texttron/BrowseComp-Plus@046949032b0328319cc9a02663a7\n[…]\nmarks: publish live BrowseComp-Plus artifacts\n\n* docs: publish BrowseComp-Plus benchmark results\n\n* benchmarks: judge BrowseComp-Plus semantically\n\n* benchmarks: harden BrowseComp-Plus judge reporting",
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"body": "…ifacts (#171)\n\n* benchmarks: pin zai-org LongBench-v2 CodeQA at 2b48e494\n\nUse the renamed zai-org dataset path and verify the pinned filtered rows before materialization.\n\n* benchmarks: pin LongBench-v2 CodeQA to a disclosed 20-of-50 cost-bounded subsample\n\nFull-domain runs blew past cost expectati\n[…]\nests\n\n* docs: contextualize LongBench CodeQA result\n\n* benchmarks: bump live suite for LongBench CodeQA\n\n* Rename LongBench CodeQA snapshot manifest\n\n* fix(benchmarks): document CodeQA materialization",
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"headline": "benchmarks: publish live OOLONG 131K results as immutable artifacts (…",
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"body": "Adds three new GitHub-hosted ubuntu-latest jobs (test-linux, build-linux,\ndeno-linux) that mirror the existing self-hosted macOS ARM64 jobs step for\nstep, giving the project its first Linux signal since the macOS runner\ncutover. Existing jobs are untouched: same names, runners, and steps, so\nthe bra\n[…]\nlane remains\nthe sole authoritative required lane until the Linux lane demonstrates\nstability, per the policy comment added above the new jobs.\n\nCo-authored-by: Claude Sonnet 5 <noreply@anthropic.com>",
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"headline": "Merge pull request #159 from tensor-systems/release/0.15.4",
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"headline": "Merge pull request #158 from tensor-systems/codex/145-lifecycle-confo…",
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"body": "…sport\n\nRegister relay fd3 for external Deno launchers",
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"headline": "Merge pull request #157 from tensor-systems/codex/153-deno-event-tran…",
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"body": "Give relay events a dedicated host descriptor",
"is_bot": false,
"headline": "Merge pull request #156 from tensor-systems/codex/153-dedicated-event-fd",
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"headline": "feat: dedicate relay event descriptor",
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{
"oid": "9cae79242cd59d80a354fb37520f1a9c68522120",
"body": "Release Trace ABI v2 cross-runtime conformance corpus",
"is_bot": false,
"headline": "Merge pull request #155 from tensor-systems/release/144-event-abi-0.15.1",
"author_name": "Shane Vitarana",
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"headline": "feat(trace): ship cross-runtime conformance corpus (#144)",
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{
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"body": "Release 0.15.0",
"is_bot": false,
"headline": "Merge pull request #152 from tensor-systems/release/0.15.0",
"author_name": "Shane Vitarana",
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"headline": "docs: finalize 0.15.0 release notes",
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{
"oid": "f9e6cfaa5b977ba2bc6d03c0204aadf06f14a121",
"body": "* Add Trace ABI v2 lifecycle events\n\n* Complete Trace ABI v2 conformance\n\n* Address lifecycle review findings\n\n* Pin lifecycle integer type parity",
"is_bot": false,
"headline": "Add typed subcall and recovery lifecycle events (#151)",
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"headline": "Merge pull request #150 from tensor-systems/codex/92-mcp-http",
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"headline": "fix: preserve Pyodide source imports",
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