Public recordModerate
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-25 18:30 UTC
bitfactory-software / anyxx
C++ external polymorphism
bitfactory-software/anyxx holds a health index of 54 out of 100, placing it in the Moderate band. It scores highest on Vitality (88/100) and lowest on Sustainability & Governance (28/100). It was last updated 3 days ago. A single contributor accounts for most of its recent work.
54
overall / 100Software health index
Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.
54
Excellent85-100Exemplary; meets essentially all checked criteria
Good70-84Healthy; minor gaps
Moderate50-69Acceptable with notable gaps; review recommended
At risk30-49Significant weaknesses; adoption warrants caution
Critical1-29Severe problems (abandoned, single-maintainer, no hygiene)
Score profile
Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.
Ownership
bitfactory-softwareOrganization
1 follower14 public repossince Jan 2014
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
88
Development activity
86Excellent
How it's scored
| 36/36 | Push recency — last push 3 days ago |
| 22.2/36 | Commit cadence — 32/52 weeks with commits |
| 18/18 | Commit volume — 1,465 commits in the last year |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Inputs used
| commits_last_year | 1,465 |
| human_commit_share | 1 |
| days_since_last_push | 3 |
| active_weeks_last_year | 32 |
Release discipline
90Excellent
How it's scored
| 27/27 | Ships releases — 23 releases published |
| 36/36 | Release recency — latest release 3 days ago |
| 27/27 | Release cadence — a release every ~19.7 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 23 |
| latest_release_tag | 0.7.0 |
| releases_from_tags | no |
| days_since_latest_release | 3 |
| mean_days_between_releases | 19.7 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
35
Popularity & adoption
21Critical
How it's scored
| 19.1/60 | Stars — 16 stars |
| 0/25 | Forks — 1 forks |
| 1.7/15 | Watchers — 3 watchers |
Inputs used
| forks | 1 |
| stars | 16 |
| watchers | 3 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community health
50Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (MIT) |
| 0/18 | CONTRIBUTING guide |
| 0/13.5 | Code of conduct |
| 0/7.2 | Issue template |
| 0/6.3 | PR template |
Inputs used
| has_readme | yes |
| has_license | yes |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Sustainability & Governance
Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
28
Maintainer resilience (bus factor)
15Critical
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 0.2/22.5 | Commit distribution — top contributor authored 99% of commits |
| 5.4/13.5 | Contributor breadth — 4 contributors |
| 0/10 | OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 4 |
| top_contributor_share | 0.991 |
Issue & PR responsiveness
18Critical
How it's scored
| 0/46.8 | Issue resolution — no issues or no data |
| 9.6/38.3 | PR acceptance — 2/8 decided PRs merged |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
Inputs used
| merged_prs | 2 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 6 |
Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.
Ownership & stewardship
53Moderate
How it's scored
| 30/30 | Ownership backing — organization-owned |
| 0/20 | Verified domain |
| 2.2/25 | Owner reach — 1 followers of bitfactory-software |
| 20.6/25 | Track record — 14 public repos, account ~12 yr old |
Inputs used
| followers | 1 |
| owner_type | Organization |
| is_verified | — |
| owner_login | bitfactory-software |
| public_repos | 14 |
| account_age_days | 4,582 |
Engineering Quality
Are baseline engineering and documentation practices in place?
72
Engineering practices
60Moderate
How it's scored
| 24/24 | CI workflows — 2 workflow(s) |
| 24/24 | Tests present |
| 0/16 | Linter config |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — no data |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.
Documentation
90Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — https://www.alexweb.io/anyxx |
| 10/10 | Repository description |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | yes |
| homepage | https://www.alexweb.io/anyxx |
| has_readme | yes |
| has_docs_dir | yes |
| has_description | yes |
Security
Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
44
Security posture
44At risk
How it's scored
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — no data |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 0/2.5 | Contributors — project has 0 contributing companies or organizations -- score normalized to 0 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | License — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — no SAST tool detected |
| 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 |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 16 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 2 |
| scorecard_aggregate | 4.4 |
Excluded from scoring (no data or not applicable): ci_tests, packaging. Remaining weights renormalized.
AI Readiness
How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.
42
Agent context & guidance
21Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 21.3/40 | Legible commit history — 40 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.4 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
How it's scored
| 0/18 | One-command bootstrap |
| 22/22 | Automated tests |
| 0/11 | Lint / format config |
| 11/11 | Static type checking — C++ (statically typed) |
| 0/10 | Reproducible environment |
| 0/10 | Demonstrated agent practice — no agent-authored commits among the last 100 |
| 5/8 | Automated maintenance — dependency automation configured, none observed in the sampled commits |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Inputs used
| has_nix | no |
| has_tests | yes |
| lockfiles | — |
| has_dockerfile | no |
| typed_language | yes |
| bootstrap_files | — |
| has_devcontainer | no |
| has_linter_config | no |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Code legibility for models
99Excellent
How it's scored
| 45/45 | Type-checkable code — C++ (statically typed) |
| 54.4/55 | Manageable file sizes — 1/85 source files over 60KB |
Inputs used
| primary_language | C++ |
| largest_source_bytes | 204,163 |
| source_files_sampled | 85 |
| oversized_source_files | 1 |
Machine-readable interfaces
40At risk
How it's scored
| 0/40 | API schema (OpenAPI/GraphQL/proto) |
| 0/20 | MCP server |
| 40/40 | Runnable examples — examples |
Inputs used
| example_dirs | examples |
| has_mcp_signal | no |
| api_schema_files | — |
Key facts
16GitHub stars
4contributors
1,465commits, last 12 months
3days since last push
23releases
1bus factor
0open issues
—package ecosystems
Data collection warnings
- Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
More detail
OpenSSF Scorecard 4.4 / 10
4.4aggregate
Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| n/a | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 0 | Contributors | project has 0 contributing companies or organizations -- score normalized to 0 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| n/a | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | no SAST tool detected |
| 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 |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
All dependencies 0
Full resolved dependency set from the GitHub dependency graph: 0 direct and 0 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|
Dependency advisories not assessed
Advisory matching could not run for this report: No resolved dependencies to assess
Raw JSON report machine-readable
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"body": "Introduced _detail_ANYXX_V_TABLE_TYPE_H, _detail_ANYXX_V_TABLE_TYPE, and _detail_ANYXX_V_TABLE_TYPES macros to automate v-table type alias generation.\nv-table and model map: typedefs are generated before function definitions.",
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"headline": "Add macros for v-table typedef generation and integration",
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"headline": "Add typename to DEDUCED_TYPE macro for type resolution",
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"headline": "Refactor iterator trait operator and function naming",
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"body": "Refactor and extend type deduction for iterators and ranges in anyxx:\n- Improve template parameter handling in type trait macros\n- Add trait implementation templates for iterator traits with void* support\n- Use new trait templates in forward_iterator for better genericity\n- Specialize std::iterator_traits for anyxx::any<forward_iterator<...>>\n- Update examples to use int const& for reference type\n- Add WIP code for iterator adapter and node-based list",
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"headline": "Refactor iterator trait deduction and std compatibility",
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"body": "Simplify memory management by removing custom allocate from v-tables and introducing a generic allocate function using model_size. Replace is_allocate_v_table with is_model_size_v_table. Update all allocation and deallocation logic and tests to use the new approach.",
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"headline": "Refactor dynamic value allocation and deallocation",
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"headline": "Add #include <atomic> in anyxx.hpp",
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"body": "Replaces heap_data with a cow type and updates proxy_trait to support reference counting and COW semantics for heap-allocated values. Splits get_proxy_ptr into const and non-const versions for correct pointer access. Updates tests to reflect COW behavior, ensuring copies share storage until mutation. Adds tests for get/set interface and improves memory management and efficiency for heap-allocated types.",
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"headline": "Refactor val proxy to use copy-on-write for heap objects",
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"body": "The cow (copy-on-write) proxy and its proxy_trait specialization were moved from _any_cow_lifetime.cpp to anyxx.hpp.",
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"headline": "Move cow proxy implementation to header file",
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"body": "…ng & gcc\n\nRefactor offset calculation for cow::holder value_ using a constexpr function for better type safety. Update holder_from_data_ptr and data_ptr_from_holder to use the new offset logic. Adjust proxy_trait<cow>::clone_from to clarify ownership semantics. Add explicit nullptr check for v_table in destroy to prevent invalid destruction.",
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"headline": "Refactor cow holder pointer logic and improve safety, issues from cla…",
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"body": "Refactored and re-enabled the COW proxy in `_any_cow_lifetime.cpp` with a new implementation managing reference counting and unique ownership. Added a specialized `proxy_trait` for COW, ensuring correct copy, move, and destroy semantics. Updated and expanded tests to verify object lifetime and COW behavior. Also improved forwarding in `anyxx.hpp` to preserve value category and constness when accessing the proxy pointer.",
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"headline": "Update get_proxy_ptr for forwarding; disable COW tests",
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"headline": "val allow_any_default_constructibile controlled by template parameter",
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"headline": "COW lifetime tests in place",
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"headline": "format",
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"oid": "9d21c5dfe4e32a41cc8e02fc797ff6e53bf6e426",
"body": "Refactor nullable_model_map specialization to support T& references, updating rep_type and get_value for correct reference semantics. Add \"_2p test optional 4\" to test optional<int&> behavior, including assignment and equality. Add static_asserts for constness and size checks.",
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"headline": "Refactor reference optional handling; add int& tests",
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"oid": "1f61192cfde08a9a85b2f44da2bd0b040d3f234d",
"body": "Refactored model map templates to move rep_type logic into the main template.\nIntroduced reference_wrapper to support optional references.\nAdded a specialization for nullable_model_map<T const&> using reference_wrapper.\nIncluded tests to verify optional<int const&> behavior and ensure no overhead for empty state.",
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"headline": "Refactor rep_type and add optional<T const&> support",
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"oid": "85f9cdc7bdeeae543e688a6513876104a5a06f5a",
"body": "Introduce using_cref<Value> to enable proxying by const reference for static dispatch without ownership. Add proxy_trait specialization, helper type aliases, and a factory function for using_cref. Update tests to use using_cref instead of using_ for const reference semantics.",
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"headline": "Add using_cref proxy for const ref dispatch support",
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"headline": "Fix typos and clarify comments in trait macro docs",
"author_name": "Andreas Pfaffenbichler",
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"headline": "Remove redundant anyxx:: qualifier from using_<T>",
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"oid": "144d444a27b9b67d8f95dfaf0a1442bcc0b92e3d",
"body": "Updated the != operator implementation for the equal_comparable trait to use !Map{}.eq(x, r) directly instead of trait_as. Also applied minor formatting improvements in the dynamic test case type alias declaration.",
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"headline": "Refactor != for equal_comparable to use Map{}.eq",
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"oid": "28383d26ce5a46cfbeecbf09dcfaa72ed11768c5",
"body": "Simplified the '!=' operator implementation to directly negate the result of Map{}.eq(x, r) instead of using trait_as comparisons. This improves code clarity and may enhance efficiency.",
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"headline": "Refactor '!=' operator in TRAIT_TEMPLATE macro",
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"oid": "48d3d6a06628603e67ca811eae7d75e07cb5c90d",
"body": "…move `anyxx::use_as_` proxy wrappers. Functions now use direct references, simplifying the implementation and improving code clarity.",
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"headline": "Refactored equality_to comparison between `a_type` and `b_type` to re…",
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"oid": "331a391cbe6fa55a338dc8ba31982ffd99fd7033",
"body": "Added trait_range_as utility for trait transformation over ranges. Refactored and improved equal_comparable_to tests, including new tests for comparing single values with ranges. Improved code clarity and concept checking.",
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"headline": "Add trait_range_as and range-based equality tests",
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"body": null,
"is_bot": false,
"headline": "call test_monid with mixed traited/native parameters",
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"headline": "remove indirection to test_monoid_traited",
"author_name": "Andreas Pfaffenbichler",
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"body": "…compiler warning",
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"headline": "Mark constructed as [[maybe_unused]] in move constructor to suppress …",
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"headline": "Flexible small object size for val proxy",
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"headline": "Refactor: use val<> instead of val/basic_val",
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"oid": "ab8dbc2166063f24062baaa1b5af7bd425f0474b",
"body": "basic_val and related proxy_trait logic now accept a SmallObjectSize template parameter instead of using a fixed small_object_size constant. This enables customizable small object buffer sizes for value types, improving flexibility and allowing performance tuning. All relevant functions and specializations are updated to propagate and use this parameter.",
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"headline": "Generalize small object size in basic_val and traits",
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"oid": "303b7b74b6eb03ab5f267c4753159104ef4bef84",
"body": "…ality of models.",
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"headline": "Introduced a model_size_t struct to represent both the size and trivi…",
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"headline": "Track interior pointer and update size checks in XX",
"author_name": "Andreas Pfaffenbichler",
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"oid": "fc1a46080304dce86aa9aade392f5d0dd3fadec6",
"body": "Refactored basic_val to use a templated in-place constructor with std::in_place_type_t, enabling direct construction of objects in local or heap storage. Removed make_local_value and make_value helper functions. Updated proxy_trait to use the new constructor for all in-place and erased construction cases. Explicitly defined default constructor and destructor for basic_val.",
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"headline": "Refactor basic_val construction and remove helpers",
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"headline": "Remove no-op copy assignment operator from basic_val",
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"oid": "3c03aad6d1a17fc5d76251497759b959167f003b",
"body": "Introduce can_copy_construct_from to proxy traits to explicitly control copy construction support. Update any class to use this trait instead of std::copyable. Set can_copy_construct_from to true in basic_proxy_trait and false in proxy_trait<unique>. Disable copy construction and assignment in basic_val to enforce non-copyable semantics. Improves type safety.",
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"headline": "Add can_copy_construct_from trait for proxy copy control",
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"oid": "efc57d1c31b41ee4a461d03ff218849ace9c0aa8",
"body": "Added a static assertion in the \"example 3 static any range of view\" test case to ensure that the size of a view does not exceed anyxx::small_object_size.",
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"headline": "Add static assert for size in any range test",
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"oid": "c8a1001726c3a69ab2349905271a7cf055e01c79",
"body": "Implemented a move constructor for basic_val to handle heap and local storage correctly, added a trivial copy constructor, and cleaned up the copy assignment operator.",
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"headline": "Add move/copy constructors to basic_val; add type checks",
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"oid": "864293ff087cb296b196179b2f4265e0b6062b62",
"body": "Introduce small_object_size as 2 * sizeof(mutable_void) to allow larger objects to use small object optimization. Update all related checks, static_asserts, and local_data sizing to use the new threshold, improving local storage efficiency.",
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"headline": "Expand small object optimization threshold",
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"body": "This reverts commit f44b899fbaa962c4e97c02038355770794176a65.",
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"headline": "Revert \"Remove compute_model_size and simplify model_size logic\"",
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"headline": "Remove compute_model_size and simplify model_size logic",
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{
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{
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
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{
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{
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
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{
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{
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
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{
"name": "Vulnerabilities",
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"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
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{
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"source": {
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"code": "license_standard",
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"key": "pr_template",
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}
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},
{
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"notes": [],
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"components": [
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"key": "bus_factor",
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"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 0 contributing companies or organizations -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "no SAST tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "Project has not signed or included provenance with any releases.",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "0 existing vulnerabilities detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "at_risk",
"name": "AI Readiness",
"value": 42,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "critical",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 21,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 0.4,
"agent_instruction_files": [],
"agent_instruction_max_bytes": null
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "no CLAUDE.md / AGENTS.md / editor rules",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_instructions",
"params": {}
}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
"name": "Machine-readable docs (llms.txt)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "legible_commit_history",
"name": "Legible commit history",
"detail": "40 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 21.3,
"status": "partial",
"details": [
{
"code": "legible_history",
"params": {
"legible": 40,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "at_risk",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 38,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [],
"agent_commit_share": 0,
"toolchain_manifests": [],
"dependency_bot_commit_share": 0
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 18
},
{
"key": "automated_tests",
"name": "Automated tests",
"detail": null,
"points": 22,
"status": "met",
"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
"name": "Lint / format config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "C++ (statically typed)",
"points": 11,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "C++"
}
}
],
"max_points": 11
},
{
"key": "reproducible_environment",
"name": "Reproducible environment",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "no agent-authored commits among the last 100",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_agent_authored_commits",
"params": {
"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
"detail": "dependency automation configured, none observed in the sampled commits",
"points": 5,
"status": "partial",
"details": [
{
"code": "dependency_bot_config_only",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "excellent",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 99,
"inputs": {
"primary_language": "C++",
"largest_source_bytes": 204163,
"source_files_sampled": 85,
"oversized_source_files": 1
},
"components": [
{
"key": "type_checkable_code",
"name": "Type-checkable code",
"detail": "C++ (statically typed)",
"points": 45,
"status": "met",
"details": [
{
"code": "statically_typed_language",
"params": {
"language": "C++"
}
}
],
"max_points": 45
},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "1/85 source files over 60KB",
"points": 54.4,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 85,
"oversized": 1
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
],
"report_type": "repository",
"generated_at": "2026-07-25T18:30:09.986004Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/b/bitfactory-software/anyxx.svg",
"full_name": "bitfactory-software/anyxx",
"license_state": "standard",
"license_spdx": "MIT"
}Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.
Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics.