Public recordAt risk
Software health reportschema 0.26.0 · metrics 1.13.0 · 2026-07-22 00:22 UTC
lericson / pylibmc
A Python wrapper around the libmemcached interface from TangentOrg.
lericson/pylibmc holds a health index of 30 out of 100, placing it in the At risk band. It scores highest on Engineering Quality (74/100) and lowest on Vitality (22/100). It was last updated 465 days ago. A single contributor accounts for most of its recent work.
30
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.
30
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.
Abandonment Policy applies a 60% multiplier to weighted overall health and gives it a ceiling of 49.
Ownership
Ludvig EricsonPersonal account
123 followers95 public repossince Jan 2009@sendapatch
This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.
Package ecosystems
| Registry | Package | Version | Downloads / mo | Versions | Last publish |
|---|---|---|---|---|---|
| PyPI | pylibmc | 1.6.3 | - | 44 | 1421 days ago |
Metrics by category
Vitality
Is the project alive — is code being written and are releases shipping?
22
Development activity
1Critical
Abandonment alert
Work has arrived and nobody has attended to it
no human commit in 465 daysautomated commits excludedissues left unansweredreleases stalledOpenSSF Scorecard reports it unmaintainedOverall rating: At risk ceiling
Silence alone is never the finding — a small, finished library may need no commits for years. This alert requires both: no human commit for a long time, and obligations the project is visibly not discharging. Automated commits do not count as maintenance.
How abandonment is assessedHow it's scored
| 0/36 | Push recency — last push 465 days ago |
| 0/36 | Commit cadence — 0/52 weeks with commits |
| 0/18 | Commit volume — 0 commits in the last year |
| 0/10 | OpenSSF Scorecard: Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
Inputs used
| commits_last_year | 0 |
| human_commit_share | 1 |
| days_since_last_push | 465 |
| active_weeks_last_year | 0 |
Release discipline
54Moderate
How it's scored
| 27/27 | Ships releases — 2 releases published |
| 0/36 | Release recency — latest release 1,425 days ago |
| 27/27 | Release cadence — a release every ~20.9 days |
| 0/10 | OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases. |
Inputs used
| releases_count | 2 |
| latest_release_tag | 1.6.3 |
| releases_from_tags | no |
| days_since_latest_release | 1,425 |
| mean_days_between_releases | 20.9 |
Community & Adoption
Does the project have users, downloads, attention, and a welcoming setup for contributors?
59
Popularity & adoption
66Moderate
How it's scored
| 43.7/60 | Stars — 492 stars |
| 17.8/25 | Forks — 139 forks |
| 4.7/15 | Watchers — 8 watchers |
Inputs used
| forks | 139 |
| stars | 492 |
| watchers | 8 |
| growth_state | organic |
| growth_factor_pct | 100 |
Community health
50Moderate
How it's scored
| 22.5/22.5 | README |
| 22.5/22.5 | License — recognized license (BSD-3-Clause) |
| 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?
59
Maintainer resilience (bus factor)
39At risk
How it's scored
| 9/54 | Bus factor — 1 contributor(s) cover half of all commits |
| 6.5/22.5 | Commit distribution — top contributor authored 71% of commits |
| 13.5/13.5 | Contributor breadth — 41 contributors |
| 10/10 | OpenSSF Scorecard: Contributors — project has 45 contributing companies or organizations |
Inputs used
| bus_factor | 1 |
| contributors_sampled | 41 |
| top_contributor_share | 0.711 |
How it's scored
| 39.4/46.8 | Issue resolution — 84% of issues closed |
| 27.7/38.3 | PR acceptance — 71/98 decided PRs merged |
| 4.5/15 | OpenSSF Scorecard: Code-Review — Found 6/17 approved changesets -- score normalized to 3 |
Inputs used
| merged_prs | 71 |
| open_issues | 32 |
| closed_issues | 172 |
| issue_closed_ratio | 0.843 |
| closed_unmerged_prs | 27 |
Ownership & stewardship
63Moderate
How it's scored
| 10/30 | Ownership backing — personal (user) account |
| 0/20 | Verified domain — not applicable to user accounts |
| 15.1/25 | Owner reach — 123 followers of lericson |
| 25/25 | Track record — 95 public repos, account ~17 yr old |
Inputs used
| followers | 123 |
| owner_type | User |
| is_verified | — |
| owner_login | lericson |
| public_repos | 95 |
| account_age_days | 6,396 |
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.
Package maintenance
69Moderate
How it's scored
| 25/25 | Published & resolvable — 1 package(s) on pypi |
| 4/35 | Publish recency — latest publish 1,421 days ago |
| 20/20 | Version history — 44 published versions |
| 20/20 | Not deprecated — active, not deprecated or yanked |
Inputs used
| packages | pylibmc |
| ecosystems | pypi |
| any_deprecated | no |
| min_days_since_publish | 1,421 |
Engineering Quality
Are baseline engineering and documentation practices in place?
74
Engineering practices
64Moderate
How it's scored
| 24/24 | CI workflows — 2 workflow(s) |
| 24/24 | Tests present |
| 16/16 | Linter config — tox.ini |
| 0/9.6 | Pre-commit hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — 0 out of 6 merged PRs checked by a CI test -- score normalized to 0 |
Inputs used
| has_ci | yes |
| has_tests | yes |
| has_editorconfig | no |
| has_linter_config | yes |
| has_precommit_config | no |
Documentation
90Excellent
How it's scored
| 30/30 | README |
| 25/25 | Documentation directory |
| 15/15 | Documentation / homepage site — http://sendapatch.se/projects/pylibmc/ |
| 10/10 | Repository description |
| 0/10 | Topics |
| 10/10 | Wiki |
Inputs used
| topics | — |
| has_wiki | yes |
| homepage | http://sendapatch.se/projects/pylibmc/ |
| 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?
32
Security posture
32At 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 — 0 out of 6 merged PRs checked by a CI test -- score normalized to 0 |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 2.2/7.5 | Code-Review — Found 6/17 approved changesets -- score normalized to 3 |
| 2.5/2.5 | Contributors — project has 45 contributing companies or organizations |
| 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 | License — license file detected |
| 0/7.5 | Maintained — 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| 0/5 | Packaging — no data |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 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 |
| 7.5/7.5 | Vulnerabilities — 0 existing vulnerabilities detected |
Inputs used
| source | openssf_scorecard |
| checks_evaluated | 17 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 1 |
| scorecard_aggregate | 3.2 |
Excluded from scoring (no data or not applicable): 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.
51
Agent context & guidance
13Critical
How it's scored
| 0/45 | Agent instructions — no CLAUDE.md / AGENTS.md / editor rules |
| 0/15 | Machine-readable docs (llms.txt) |
| 12.8/40 | Legible commit history — 24 of 100 human commits state their intent (structured subject or explanatory body) |
Inputs used
| has_llms_txt | no |
| legible_history_share | 0.24 |
| agent_instruction_files | — |
| agent_instruction_max_bytes | — |
Verify loop (build / test / typecheck)
62Moderate
How it's scored
| 18/18 | One-command bootstrap — docs/Makefile |
| 22/22 | Automated tests |
| 11/11 | Lint / format config — tox.ini |
| 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 |
| 0/8 | Automated maintenance — no automated dependency updates observed |
| 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 | docs/Makefile |
| has_devcontainer | no |
| has_linter_config | yes |
| typecheck_configs | — |
| agent_commit_share | 0 |
| toolchain_manifests | — |
| dependency_bot_commit_share | 0 |
Code legibility for models
98Excellent
How it's scored
| 45/45 | Type-checkable code — C (statically typed) |
| 52.5/55 | Manageable file sizes — 1/22 source files over 60KB |
Inputs used
| primary_language | C |
| largest_source_bytes | 83,234 |
| source_files_sampled | 22 |
| oversized_source_files | 1 |
Key facts
492GitHub stars
41contributors
0commits, last 12 months
465days since last push
2releases
1bus factor
32open issues
PyPIpackage ecosystems
Data collection warnings
- No resolved dependencies carried a version and a supported ecosystem
More detail
Star and fork history 492 ★ / 139 ⇿
492Stars
139Forks
2Releases
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.
Major 0Minor 0Patch 2
Each point covers 16 days.
OpenSSF Scorecard 3.2 / 10
3.2aggregate
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| 0 | CI-Tests | 0 out of 6 merged PRs checked by a CI test -- score normalized to 0 |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 3 | Code-Review | Found 6/17 approved changesets -- score normalized to 3 |
| 10 | Contributors | project has 45 contributing companies or organizations |
| 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 | 0 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 0 |
| n/a | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 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 |
| 10 | Vulnerabilities | 0 existing vulnerabilities detected |
All dependencies 2
Full resolved dependency set from the GitHub dependency graph: 0 direct and 2 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.
| Registry | Package | Version | Relation |
|---|---|---|---|
| PyPI | pytest | — | indirect |
| PyPI | setuptools | — | indirect |
Dependency advisories not assessed
Advisory matching could not run for this report: No resolved dependencies carried a version and a supported ecosystem
Raw JSON report machine-readable
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{
"key": "pr_acceptance",
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},
{
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{
"key": "verified_domain",
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"code": "not_applicable_to_user_accounts",
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{
"key": "owner_reach",
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{
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{
"key": "package_maintenance",
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"notes": [],
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{
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],
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},
{
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"key": "engineering_practices",
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{
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{
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]
},
{
"key": "documentation",
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"notes": [],
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"inputs": {
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{
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{
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{
"key": "code_review",
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{
"key": "contributors",
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{
"key": "dangerous_workflow",
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{
"key": "dependency_update_tool",
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{
"key": "fuzzing",
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{
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"key": "maintained",
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{
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{
"key": "sast",
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{
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{
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{
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{
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},
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"notes": [
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"code": "jurisdiction_evidence_limits",
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"components": [
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{
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{
"key": "machine_readable_docs_llms_txt",
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{
"key": "ai_verify_loop",
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"note": null,
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"key": "automated_tests",
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{
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"key": "demonstrated_agent_practice",
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"key": "automated_maintenance",
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],
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}
],
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},
"warnings": [
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],
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"schema_version": "0.26.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/l/lericson/pylibmc.svg",
"full_name": "lericson/pylibmc",
"license_state": "standard",
"license_spdx": "BSD-3-Clause"
}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 v0.26.0 — full methodology · metrics wiki.
How one result sits in the wider record: aggregate statistics — PyPI.