Public record
Software health reportschema 0.30.0 · metrics 2.10.0 · 2026-08-03 14:01 UTC

zlliang / pi-spark

Pi package that polishes your daily experience.

TypeScript · PythonMIT★ 4 stars⑂ 2 forkssince May 2026View on GitHub ↗
KindLibraryhow this is determined
#pi-coding-agent#pi-package

zlliang/pi-spark holds a health index of 54 out of 100, placing it in the Moderate band. It scores highest on Vitality (77/100) and lowest on Community & Adoption (36/100). It was last updated 4 days ago. A single contributor accounts for most of its recent work.

54
overall / 100
Moderate

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.

54
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)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

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 53 is calibrated to 54 on the published index scale (record calibration 2026-08-02).

Ownership

Zilong LiangPersonal account
36 followers20 public repossince Jul 2015Booking.com @bookingcom

This repository is owned by a personal account. A single-owner project carries more continuity risk than an organization-backed one.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
npmpi-spark0.21.13,7135510 days agopi-coding-agentpi-package

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

77Good · 21% of overall

Development activity

61Moderate
How it's scored
36/36Push recency — last push 4 days ago
6.9/36Commit cadence — 10/52 weeks with commits
18/18Commit volume — 285 commits in the last year
0/10OpenSSF Scorecard: Maintained — project was created within the last 90 days. Please review its contents carefully
Inputs used
commits_last_year285
human_commit_share0.82
days_since_last_push4
active_weeks_last_year10

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 56 releases published
36/36Release recency — latest release 10 days ago
27/27Release cadence — a release every ~1.6 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count56
latest_release_tagv0.21.1
releases_from_tagsno
days_since_latest_release10
mean_days_between_releases1.6
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?

36Weak · 17% of overall

Popularity & adoption

8Critical
How it's scored
7.7/60Stars — 4 stars
0/25Forks — 2 forks
0/15Watchers — 0 watchers
Inputs used
forks2
stars4
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

50Moderate
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (MIT)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges0
has_contributingno
has_issue_templateno
has_code_of_conductno
readme_badge_services—
has_pull_request_templateno

Ecosystem adoption (downloads)

60Moderate
How it's scored
47.6/80Monthly downloads — 3,713 downloads/month across npm
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagespi-spark
dependents—
ecosystemsnpm
total_downloads—
monthly_downloads3,713
unverified_packages_excluded—
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?

51Moderate · 23% of overall

Maintainer resilience (bus factor)

15Critical
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0.1/22.5Commit distribution — top contributor authored 100% of commits
2.7/13.5Contributor breadth — 2 contributors
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled2
top_contributor_share0.996

Issue & PR responsiveness

52Moderate
How it's scored
10.5/42Issue resolution — 25% of issues closed
28/30PR acceptance — 57/61 decided PRs merged
13/13Newcomer PR acceptance — 1/1 first-time contributors' PRs merged in 30d
0/15OpenSSF Scorecard: Code-Review — Found 0/26 approved changesets -- score normalized to 0
Inputs used
merged_prs57
open_issues6
closed_issues2
prs_merged_7d0
prs_decided_7d0
prs_merged_30d1
prs_decided_30d2
issue_closed_ratio0.25
closed_unmerged_prs4
first_time_authors_30d1
first_time_prs_merged_30d1
first_time_prs_decided_30d1

Ownership & stewardship

54Moderate
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
11.3/25Owner reach — 36 followers of zlliang
21.6/25Track record — 20 public repos, account ~11 yr old
Inputs used
followers36
owner_typeUser
is_verified—
owner_loginzlliang
public_repos20
account_age_days4,036
Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on npm
35/35Publish recency — latest publish 10 days ago
20/20Version history — 55 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagespi-spark
ecosystemsnpm
any_deprecatedno
min_days_since_publish10

Engineering Quality

Are baseline engineering and documentation practices in place?

44Weak · 19% of overall

Engineering practices

24At Risk
How it's scored
24/24CI workflows — 1 workflow(s)
0/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — 0 out of 4 merged PRs checked by a CI test -- score normalized to 0
Inputs used
has_ciyes
has_testsno
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

75Good
How it's scored
30/30README
25/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
10/10Topics — 2 topics
0/10Wiki
Inputs used
topicspi-coding-agent, pi-package
has_wikino
homepage—
docs_site—
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

54Moderate · 16% of overall

Security posture

42Weak
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — 0 out of 4 merged PRs checked by a CI test -- score normalized to 0
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/26 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
0/7.5Maintained — project was created within the last 90 days. Please review its contents carefully
5/5Packaging — packaging workflow detected
2/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — no data
6.8/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
6/7.5Vulnerabilities — 2 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate4.2
Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.

Dependency advisories

100Exceptional
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages39
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the npm:pi-spark@0.21.1 runtime dependency closure — what installing the published package pulls in — 39 packages. 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.

44Weak · 4% of overall

Agent context & guidance

40Weak
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 81 of 82 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.988
agent_instruction_files—
agent_instruction_max_bytes—

Verify loop (build / test / typecheck)

25At Risk
How it's scored
0/18One-command bootstrap
0/22Automated tests
0/11Lint / format config
11/11Static type checking — tsconfig.json
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
0/8Automated maintenance — no automated dependency updates observed
4/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4
Inputs used
has_nixno
has_testsno
lockfilespackage-lock.json
has_dockerfileno
typed_languageyes
bootstrap_files—
has_devcontainerno
has_linter_configno
typecheck_configstsconfig.json
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0

Code legibility for models

100Exceptional
How it's scored
45/45Type-checkable code — TypeScript (statically typed)
55/55Manageable file sizes — 0/54 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes14,220
source_files_sampled54
oversized_source_files0

Machine-readable interfaces

50Moderate
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — src/features/credits/providers/fireworks.proto
0/20MCP server — not applicable to this kind of software
0/40Runnable examples
Inputs used
example_dirs—
has_mcp_signalno
api_schema_filessrc/features/credits/providers/fireworks.proto
interfaces_expected_of—
Excluded from scoring (no data or not applicable): MCP server. Remaining weights renormalized.

Key facts

4GitHub stars
2contributors
285commits, last 12 months
4days since last push
56releases
1bus factor
6open issues
npmpackage ecosystems

Data collection warnings

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

More detail

Star and fork history 0 ★ / 2 ⇿
0Stars
2Forks
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.

111222212026-072026-072026-07
Major 0Minor 2Patch 0
OpenSSF Scorecard 4.2 / 10
4.2aggregate

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 · 2026-08-03 14:01 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
0CI-Tests0 out of 4 merged PRs checked by a CI test -- score normalized to 0
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/26 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject was created within the last 90 days. Please review its contents carefully
10Packagingpackaging workflow detected
4Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 4
0SASTSAST tool is not run on all commits -- score normalized to 0
0Security-Policysecurity policy file not detected
n/aSigned-Releasesno releases found
9Token-Permissionsdetected GitHub workflow tokens with excessive permissions
8Vulnerabilities2 existing vulnerabilities detected
Direct dependencies 7
RegistryPackageVersion constraintManifest
npm@grpc/grpc-js^1.14.4package.json
npm@grpc/proto-loader^0.8.1package.json
npmdefu^6.1.7package.json
npmky^2.0.2package.json
npmparse-duration^2.1.8package.json
npmpretty-ms^9.3.0package.json
npmzod^4.4.3package.json
All dependencies 222

Full resolved dependency set from the GitHub dependency graph: 8 direct and 214 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
npm@grpc/grpc-js1.14.4direct
npm@grpc/proto-loader0.8.1direct
npmdefu6.1.7direct
npmky2.0.2direct
npmparse-duration2.1.8direct
npmpretty-ms9.3.0direct
npmzod3.25.76direct
npmzod4.4.3direct
npm@anthropic-ai/sdk0.91.1indirect
npm@aws-crypto/crc325.2.0indirect
npm@aws-crypto/sha256-browser5.2.0indirect
npm@aws-crypto/sha256-js5.2.0indirect
npm@aws-crypto/supports-web-crypto5.2.0indirect
npm@aws-crypto/util5.2.0indirect
npm@aws-sdk/client-bedrock-runtime3.1048.0indirect
npm@aws-sdk/core3.974.11indirect
npm@aws-sdk/core3.975.3indirect
npm@aws-sdk/credential-provider-env3.972.37indirect
npm@aws-sdk/credential-provider-env3.972.59indirect
npm@aws-sdk/credential-provider-http3.972.39indirect
npm@aws-sdk/credential-provider-http3.972.61indirect
npm@aws-sdk/credential-provider-ini3.972.41indirect
npm@aws-sdk/credential-provider-ini3.973.4indirect
npm@aws-sdk/credential-provider-login3.972.41indirect
npm@aws-sdk/credential-provider-login3.972.66indirect
npm@aws-sdk/credential-provider-node3.972.42indirect
npm@aws-sdk/credential-provider-node3.972.70indirect
npm@aws-sdk/credential-provider-process3.972.37indirect
npm@aws-sdk/credential-provider-process3.972.59indirect
npm@aws-sdk/credential-provider-sso3.972.41indirect
npm@aws-sdk/credential-provider-sso3.973.3indirect
npm@aws-sdk/credential-provider-web-identity3.972.41indirect
npm@aws-sdk/credential-provider-web-identity3.972.65indirect
npm@aws-sdk/eventstream-handler-node3.972.16indirect
npm@aws-sdk/eventstream-handler-node3.972.29indirect
npm@aws-sdk/middleware-eventstream3.972.12indirect
npm@aws-sdk/middleware-eventstream3.972.24indirect
npm@aws-sdk/middleware-websocket3.972.19indirect
npm@aws-sdk/middleware-websocket3.972.41indirect
npm@aws-sdk/nested-clients3.997.33indirect
npm@aws-sdk/nested-clients3.997.9indirect
npm@aws-sdk/signature-v4-multi-region3.996.27indirect
npm@aws-sdk/signature-v4-multi-region3.996.41indirect
npm@aws-sdk/token-providers3.1048.0indirect
npm@aws-sdk/token-providers3.1088.0indirect
npm@aws-sdk/types3.973.8indirect
npm@aws-sdk/types3.974.2indirect
npm@aws-sdk/util-locate-window3.965.5indirect
npm@aws-sdk/util-locate-window3.965.8indirect
npm@aws-sdk/xml-builder3.972.24indirect
npm@aws-sdk/xml-builder3.972.36indirect
npm@aws/lambda-invoke-store0.2.4indirect
npm@aws/lambda-invoke-store0.3.0indirect
npm@babel/runtime7.29.2indirect
npm@babel/runtime7.29.7indirect
npm@earendil-works/pi-agent-core0.81.0indirect
npm@earendil-works/pi-ai0.81.0indirect
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npm@earendil-works/pi-tui0.81.0indirect
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npm@js-sdsl/ordered-map4.4.2indirect
npm@mariozechner/clipboard0.3.9indirect
npm@mariozechner/clipboard-darwin-arm640.3.9indirect
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npm@mariozechner/clipboard-darwin-x640.3.9indirect
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npmformdata-polyfill4.0.10indirect
npmgaxios7.1.4indirect
npmgaxios7.2.0indirect
npmgcp-metadata8.1.2indirect
npmget-caller-file2.0.5indirect
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npmisexe2.0.0indirect
npmjiti2.7.0indirect
npmjson-bigint1.0.0indirect
npmjson-schema-to-ts3.1.1indirect
npmjwa2.0.1indirect
npmjws4.0.1indirect
npmlodash.camelcase4.3.0indirect
npmlong5.3.2indirect
npmlru-cache11.4.0indirect
npmmarked18.0.5indirect
npmminimatch10.2.5indirect
npmminipass7.1.3indirect
npmms2.1.3indirect
npmnode-domexception1.0.0indirect
npmnode-fetch3.3.2indirect
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npmp-retry4.6.2indirect
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npmpartial-json0.1.7indirect
npmpath-expression-matcher1.5.0indirect
npmpath-key3.1.1indirect
npmpath-scurry2.0.2indirect
npmproper-lockfile4.1.2indirect
npmprotobufjs7.6.4indirect
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npmtypebox1.3.6indirect
npmtypescript7.0.2indirect
npmundici8.5.0indirect
npmundici-types6.21.0indirect
npmundici-types8.3.0indirect
npmweb-streams-polyfill3.3.3indirect
npmwhich2.0.2indirect
npmwrap-ansi7.0.0indirect
npmws8.21.0indirect
npmws8.21.1indirect
npmxml-naming0.1.0indirect
npmy18n5.0.8indirect
npmyaml2.9.0indirect
npmyargs17.7.3indirect
npmyargs-parser21.1.1indirect
npmzod-to-json-schema3.25.2indirect
Dependency advisories 0

Installing npm:pi-spark@0.21.1 pulls in 39 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.

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.

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84MattDevy/pi-extensionsA set of pi-extensions, including pi-continuous-learning that continually improves you pi coding agent experienceExcellent81narumiruna/pi-extensionsA TypeScript monorepo of Pi Coding Agent extensions for automation, planning, language tooling, browser control, web research, Git workflows, and configuration sync.Excellent80gentleman-programming/gentle-piGentle AI made-to-measure Pi agentExcellent78QuintinShaw/pi-dynamic-workflowsClaude Code–style dynamic workflows for Pi: code-mode subagents with real model routing, journaled resume, git-worktree isolation, cost accounting, an interactive /workflows TUI, an /ultracode standing opt-in, and deep research.Good78Leechael/pi-provider-kimi-codeReuse your Kimi Code (Moonshot) Coding plan inside pi-coding-agentGood77lmilojevicc/pi-zentuiA Starship-inspired statusline and Opencode-style TUI for PiGood

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 v2.10.0, schema v0.30.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — npm.