Software health reportschema 0.31.0 · metrics 2.5.0 · 2026-08-05 13:29 UTC
spiraldb / alp

ALP floating point compression in Rust
RustApache-2.0★ 54 stars⑂ 4 forkssince Oct 2024View on GitHub ↗
spiraldb/alp holds a health index of 71 out of 100, placing it in the Good band. It scores highest on Vitality (82/100) and lowest on AI Readiness (42/100). It was last updated today. 2 contributors account for most of its recent work.
overall / 100
Good
Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe 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.
The weighted overall 63 is calibrated to 71 on the published index scale (record calibration 2026-08-02).
Ownership

SpiralOrganization
221 followers58 public repossince Dec 2022
This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.
Package ecosystems

Registry	Package	Version	Downloads / mo	Versions	Last publish	Tags
crates.io	alp	0.0.2	5,161	3	5 days ago	alp codec compression floating-point lossless
Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?
82Excellent · 21% of overall
Development activity

80Excellent
How it's scored
36/36	Push recency — last push 0 days ago
18.7/36	Commit cadence — 27/52 weeks with commits
15.8/18	Commit volume — 57 commits in the last year
10/10	OpenSSF Scorecard: Maintained — 30 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year	57
human_commit_share	0.143
days_since_last_push	0
active_weeks_last_year	27
Release discipline

84Excellent
How it's scored
27/27	Ships releases — 1 releases published
36/36	Release recency — latest release 5 days ago
12.6/27	Release cadence — cadence unknown (single release)
0/10	OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count	1
latest_release_tag	v0.0.2
releases_from_tags	no
days_since_latest_release	5
mean_days_between_releases	—
Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.
Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?
46Weak · 17% of overall
Popularity & adoption

32At Risk
How it's scored
28/60	Stars — 54 stars
4/25	Forks — 4 forks
0/15	Watchers — 2 watchers
Inputs used
forks	4
stars	54
watchers	2
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 (Apache-2.0)
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
readme_badges	4
has_contributing	no
has_issue_template	no
has_code_of_conduct	no
readme_badge_services	github.com, shields.io
has_pull_request_template	no
Ecosystem adoption (downloads)

62Moderate
How it's scored
49.5/80	Monthly downloads — 5,161 downloads/month across crates
0/20	Registry dependents — not reported by this ecosystem
Inputs used
packages	alp
dependents	—
ecosystems	crates
total_downloads	17,845
monthly_downloads	5,161
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.
Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?
67Good · 23% of overall
Maintainer resilience (bus factor)

46Weak
How it's scored
25.2/54	Bus factor — 2 contributor(s) cover half of all commits
12.1/22.5	Commit distribution — top contributor authored 46% of commits
5.4/13.5	Contributor breadth — 4 contributors
3/10	OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor	2
contributors_sampled	4
top_contributor_share	0.462
Issue & PR responsiveness

71Good
How it's scored
28/42	Issue resolution — 67% of issues closed
27.8/30	PR acceptance — 87/94 decided PRs merged
0/13	Newcomer PR acceptance — 0/1 first-time contributors' PRs merged in 30d
15/15	OpenSSF Scorecard: Code-Review — all changesets reviewed
Inputs used
merged_prs	87
open_issues	1
closed_issues	2
prs_merged_7d	3
prs_decided_7d	4
prs_merged_30d	5
prs_decided_30d	6
issue_closed_ratio	0.667
closed_unmerged_prs	7
first_time_authors_30d	1
first_time_prs_merged_30d	0
first_time_prs_decided_30d	1
Ownership & stewardship

67Good
How it's scored
30/30	Ownership backing — organization-owned
0/20	Verified domain
16.9/25	Owner reach — 221 followers of spiraldb
20.2/25	Track record — 58 public repos, account ~3 yr old
Inputs used
followers	221
owner_type	Organization
is_verified	—
owner_login	spiraldb
public_repos	58
account_age_days	1,337
Package maintenance

92Excellent
How it's scored
25/25	Published & resolvable — 1 package(s) on crates
35/35	Publish recency — latest publish 5 days ago
12/20	Version history — 3 published versions
20/20	Not deprecated — active, not deprecated or yanked
Inputs used
packages	alp
ecosystems	crates
any_deprecated	no
min_days_since_publish	5
Engineering Quality

Are baseline engineering and documentation practices in place?
42Weak · 19% of overall
Engineering practices

44Weak
How it's scored
24/24	CI workflows — 2 workflow(s)
0/24	Tests present
0/16	Linter config
0/9.6	Pre-commit hooks
0/6.4	.editorconfig
20/20	OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ci	yes
has_tests	no
has_editorconfig	no
has_linter_config	no
has_precommit_config	no
Documentation

40Weak
How it's scored
30/30	README
0/25	Documentation directory
0/15	Documentation / homepage site
10/10	Repository description
0/10	Topics
0/10	Wiki
Inputs used
topics	—
has_wiki	no
homepage	—
has_readme	yes
has_docs_dir	no
has_description	yes
Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?
78Good · 16% of overall
Security posture

72Good
How it's scored
7.5/7.5	Binary-Artifacts — no binaries found in the repo
3/7.5	Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5	CI-Tests — 30 out of 30 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
7.5/7.5	Code-Review — all changesets reviewed
0.8/2.5	Contributors — project has 1 contributing companies or organizations -- score normalized to 3
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 1 issue activity found in the last 90 days -- score normalized to 10
0/5	Packaging — no data
5/5	Pinned-Dependencies — all dependencies are pinned
5/5	SAST — SAST tool is run on all commits
0/5	Security-Policy — security policy file not detected
0/7.5	Signed-Releases — no data
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	7.2
Excluded from scoring (no data or not applicable): packaging, signed_releases. Remaining weights renormalized.
Dependency advisories

100Exceptional
How it's scored
35/35	Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25	Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40	No advisories left outstanding — no advisory carries a publication date
Inputs used
source	osv
advisories	0
affected_packages	0
assessed_packages	67
unassessed_packages	0
affected_by_severity	none
direct_affected_packages	0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 67 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.
AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.
42Weak · 4% of overall
Agent context & guidance

1Critical
How it's scored
0/45	Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15	Machine-readable docs (llms.txt)
0/40	Legible commit history — no data
Inputs used
has_llms_txt	no
legible_history_share	—
agent_instruction_files	—
agent_instruction_max_bytes	—
Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.
Verify loop (build / test / typecheck)

52Moderate
How it's scored
12.6/18	One-command bootstrap — Cargo.toml (toolchain convention, no task runner)
0/22	Automated tests
0/11	Lint / format config
11/11	Static type checking — Rust (statically typed)
10/10	Reproducible environment — lockfile
0/10	Demonstrated agent practice — no agent-authored commits among the last 91
8/8	Automated maintenance — 76 of the last 91 commits are automated dependency updates
10/10	OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned
Inputs used
has_nix	no
has_tests	no
lockfiles	Cargo.lock
has_dockerfile	no
typed_language	yes
bootstrap_files	—
has_devcontainer	no
has_linter_config	no
typecheck_configs	—
agent_commit_share	0
toolchain_manifests	Cargo.toml
dependency_bot_commit_share	0.835
Code legibility for models

100Exceptional
How it's scored
45/45	Type-checkable code — Rust (statically typed)
55/55	Manageable file sizes — 0/4 source files over 60KB
Inputs used
primary_language	Rust
largest_source_bytes	58,751
source_files_sampled	4
oversized_source_files	0
Key facts

54GitHub stars
4contributors
57commits, last 12 months
0days since last push
1releases
2bus factor
1open issues
crates.iopackage ecosystems
Data collection warnings

Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
More detail

Star and fork history 0 ★ / 4 ⇿
0Stars
4Forks
When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.
Each point covers 2 days.
OpenSSF Scorecard 7.2 / 10
7.2aggregate
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).Scorecard v5.5.0 · 2026-08-05 13:28 UTC
10	Binary-Artifacts	no binaries found in the repo
4	Branch-Protection	branch protection is not maximal on development and all release branches
10	CI-Tests	30 out of 30 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
10	Code-Review	all changesets reviewed
3	Contributors	project has 1 contributing companies or organizations -- score normalized to 3
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 1 issue activity found in the last 90 days -- score normalized to 10
n/a	Packaging	packaging workflow not detected
10	Pinned-Dependencies	all dependencies are pinned
10	SAST	SAST tool is run on all commits
0	Security-Policy	security policy file not detected
n/a	Signed-Releases	no releases found
0	Token-Permissions	detected GitHub workflow tokens with excessive permissions
10	Vulnerabilities	0 existing vulnerabilities detected
Direct dependencies 4
Registry	Package	Version constraint	Manifest
crates.io	fastlanes	`0.6`	Cargo.toml
crates.io	itertools	`0.15.0`	Cargo.toml
crates.io	num-traits	`0.2.19`	Cargo.toml
crates.io	serde	`1`	Cargo.toml
All dependencies 67
Full resolved dependency set from the GitHub dependency graph: 5 direct and 62 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
Registry	Package	Version	Relation
crates.io	fastlanes	`0.6.1`	direct
crates.io	itertools	`0.10.5`	direct
crates.io	itertools	`0.15.0`	direct
crates.io	num-traits	`0.2.19`	direct
crates.io	serde	`1.0.229`	direct
crates.io	aho-corasick	`1.1.4`	indirect
crates.io	anes	`0.1.6`	indirect
crates.io	anstyle	`1.0.14`	indirect
crates.io	anyhow	`1.0.104`	indirect
crates.io	approx	`0.5.1`	indirect
crates.io	autocfg	`1.5.1`	indirect
crates.io	bitflags	`2.13.1`	indirect
crates.io	cast	`0.3.0`	indirect
crates.io	cc	`1.4.0`	indirect
crates.io	cfg-if	`1.0.4`	indirect
crates.io	cfg_aliases	`0.2.2`	indirect
crates.io	ciborium	`0.2.2`	indirect
crates.io	ciborium-io	`0.2.2`	indirect
crates.io	ciborium-ll	`0.2.2`	indirect
crates.io	clap	`4.6.4`	indirect
crates.io	clap_builder	`4.6.2`	indirect
crates.io	clap_lex	`1.1.0`	indirect
crates.io	codspeed	`5.0.1`	indirect
crates.io	codspeed-criterion-compat	`5.0.1`	indirect
crates.io	codspeed-criterion-compat-walltime	`5.0.1`	indirect
crates.io	colored	`3.1.1`	indirect
crates.io	const_for	`0.1.6`	indirect
crates.io	criterion-plot	`0.5.0`	indirect
crates.io	crunchy	`0.2.4`	indirect
crates.io	either	`1.17.0`	indirect
crates.io	find-msvc-tools	`0.1.9`	indirect
crates.io	getrandom	`0.4.3`	indirect
crates.io	glob	`0.3.4`	indirect
crates.io	half	`2.7.1`	indirect
crates.io	hermit-abi	`0.5.2`	indirect
crates.io	is-terminal	`0.4.17`	indirect
crates.io	itoa	`1.0.18`	indirect
crates.io	libc	`0.2.189`	indirect
crates.io	memchr	`2.8.3`	indirect
crates.io	nix	`0.31.3`	indirect
crates.io	once_cell	`1.21.4`	indirect
crates.io	oorandom	`11.1.5`	indirect
crates.io	pastey	`0.2.3`	indirect
crates.io	proc-macro2	`1.0.107`	indirect
crates.io	quote	`1.0.47`	indirect
crates.io	r-efi	`6.0.0`	indirect
crates.io	regex	`1.13.1`	indirect
crates.io	regex-automata	`0.4.16`	indirect
crates.io	regex-syntax	`0.8.11`	indirect
crates.io	same-file	`1.0.6`	indirect
crates.io	seq-macro	`0.3.6`	indirect
crates.io	serde_core	`1.0.229`	indirect
crates.io	serde_derive	`1.0.229`	indirect
crates.io	serde_json	`1.0.151`	indirect
crates.io	shlex	`2.0.1`	indirect
crates.io	statrs	`0.18.0`	indirect
crates.io	syn	`2.0.119`	indirect
crates.io	syn	`3.0.3`	indirect
crates.io	tinytemplate	`1.2.1`	indirect
crates.io	unicode-ident	`1.0.24`	indirect
crates.io	walkdir	`2.5.0`	indirect
crates.io	winapi-util	`0.1.11`	indirect
crates.io	windows-link	`0.2.1`	indirect
crates.io	windows-sys	`0.61.2`	indirect
crates.io	zerocopy	`0.8.55`	indirect
crates.io	zerocopy-derive	`0.8.55`	indirect
crates.io	zmij	`1.0.23`	indirect
Dependency advisories 0
This repository publishes no package the index resolves, so its own dependency graph was assessed — 67 packages, which also include development and test pins that never ship: 0 carry known advisories, of which 0 are direct.
No known advisories affect the assessed dependencies.
An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.
Raw JSON report machine-readable
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          "oid": "d7e620b377e83ad1463beb58d7971e7f586a6631",
          "body": "## 🤖 New release\n\n* `alp`: 0.0.1 -> 0.0.2 (✓ API compatible changes)\n\n<details><summary><i><b>Changelog</b></i></summary><p>\n\n<blockquote>\n\n## [0.0.2](https://github.com/spiraldb/alp/compare/v0.0.1...v0.0.2) -\n2026-07-30\n\n### Added\n\n- entrypoint functions for main the ALP components\n([#14](https://g\n[…]\n\n</p></details>\n\n---\nThis PR was generated with\n[release-plz](https://github.com/release-plz/release-plz/).\n\nCo-authored-by: github-actions[bot] <41898282+github-actions[bot]@users.noreply.github.com>",
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          {
            "key": "abandonment",
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            "note": null,
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            "value": 100,
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              "cap": null,
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        "key": "community",
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          {
            "key": "popularity",
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            "note": null,
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              "forks": 4,
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            "components": [
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                "max_points": 60
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              {
                "key": "forks",
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                "key": "watchers",
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                    "code": "watchers",
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            ]
          },
          {
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            "name": "Community health",
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            "notes": [],
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              "has_pull_request_template": false
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              },
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                "key": "license",
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                "detail": "recognized license (Apache-2.0)",
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                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
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                  {
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                  "components": [
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              {
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            "value": 62,
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                "max_points": 80
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        "name": "Sustainability & Governance",
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                "key": "openssf_scorecard_contributors",
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                "status": "partial",
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                "max_points": 10
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            "note": null,
            "notes": [],
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                "key": "pr_acceptance",
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            "key": "stewardship",
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                "max_points": 30
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                "key": "verified_domain",
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                "status": "missed",
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                "key": "owner_reach",
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                "key": "track_record",
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                "key": "version_history",
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                "key": "not_deprecated",
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        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
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            "key": "engineering_practices",
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            "components": [
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                "key": "ci_workflows",
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                    "code": "ci_workflows",
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                "key": "tests_present",
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                "key": "openssf_scorecard_ci_tests",
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          },
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            "notes": [],
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            "inputs": {
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            "components": [
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                "key": "readme",
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                "key": "documentation_directory",
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        ],
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            "inputs": {
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              },
              {
                "key": "dependency_update_tool",
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              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
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              },
              {
                "key": "license",
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                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
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                "details": [],
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              },
              {
                "key": "packaging",
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                "detail": "packaging workflow not detected",
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                "status": "excluded",
                "details": [
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                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
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                "detail": "all dependencies are pinned",
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                "status": "met",
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              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
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              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
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              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
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                ],
                "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
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "exceptional",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 67 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 67
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 67,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 67,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "exceptional",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "assessed_self_published_locations": 7
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "weak",
        "name": "AI Readiness",
        "value": 42,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "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": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 52,
            "inputs": {
              "has_nix": false,
              "has_tests": false,
              "lockfiles": [
                "Cargo.lock"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [
                "Cargo.toml"
              ],
              "dependency_bot_commit_share": 0.835
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Cargo.toml (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "Cargo.toml"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 0,
                "status": "missed",
                "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": "Rust (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Rust"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 91",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 91
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "76 of the last 91 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 76,
                      "sampled": 91
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "all dependencies are pinned",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "exceptional",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Rust",
              "largest_source_bytes": 58751,
              "source_files_sampled": 4,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Rust (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Rust"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/4 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 4,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "top": [
        "library"
      ],
      "labels": [
        "library"
      ],
      "scores": {
        "library": 9
      },
      "primary": "library",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:crates",
          "weight": 6
        },
        {
          "tier": "structure",
          "label": "library",
          "source": "tree.cargo_lib",
          "weight": 3
        }
      ],
      "artifacts": [
        {
          "path": "Cargo.toml",
          "labels": [],
          "ecosystem": "crates"
        }
      ],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": false,
      "consumed_by_code": true
    },
    "metrics_version": "2.5.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-08-05T13:29:00.899034Z",
  "schema_version": "0.31.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/spiraldb/alp.svg",
  "full_name": "spiraldb/alp",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}
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 v2.5.0, schema v0.31.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — crates.io.
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