Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-10 22:57 UTC

dcostenco / prism-coder

Persistent session memory for AI coding agents — local-first, with on-device inference, associative recall, and drift detection. Works with Claude Code, Cursor, and Codex.

TypeScriptApache-2.0★ 157 stars⑂ 23 forkssince Feb 2026View on GitHub ↗
KindLibraryCommand-line toolMCP serverhow this is determined

dcostenco/prism-coder holds a health index of 83 out of 100, placing it in the Excellent band. It scores highest on Vitality (89/100) and lowest on Sustainability & Governance (54/100). It was last updated today. A single contributor accounts for most of its recent work.

83
overall / 100
Excellent

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.

83
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 70 is calibrated to 83 on the published index scale (record calibration 2026-08-02).

Ownership

Dmitri CostencoPersonal account
4 followers9 public repossince Apr 2020https://synalux.ai

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

Package ecosystems

Metrics by category

Vitality

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

89Excellent · 21% of overall
How it's scored
36/36Push recency — last push 0 days ago
18/36Commit cadence — 26/52 weeks with commits
18/18Commit volume — 1,297 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year1,297
human_commit_share1
days_since_last_push0
active_weeks_last_year26

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 34 releases published
36/36Release recency — latest release 61 days ago
27/27Release cadence — a release every ~7.2 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count34
latest_release_tagv20-apache
releases_from_tagsno
days_since_latest_release61
mean_days_between_releases7.2
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?

59Moderate · 17% of overall
How it's scored
35.6/60Stars — 157 stars
11.2/25Forks — 23 forks
0/15Watchers — 2 watchers
Inputs used
forks23
stars157
watchers2
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges5
has_contributingyes
has_issue_templateno
has_code_of_conductno
readme_badge_servicesshields.io
has_pull_request_templateno
How it's scored
49.7/80Monthly downloads — 5,299 downloads/month across npm
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesprism-mcp-server
dependents—
ecosystemsnpm
total_downloads—
monthly_downloads5,299
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?

54Moderate · 23% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
0/22.5Commit distribution — top contributor authored 100% of commits
1.4/13.5Contributor breadth — 1 contributors
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Inputs used
bus_factor1
contributors_sampled1
top_contributor_share1
How it's scored
42/42Issue resolution — 100% of issues closed
25.5/30PR acceptance — 101/119 decided PRs merged
0/13Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15OpenSSF Scorecard: Code-Review — Found 0/26 approved changesets -- score normalized to 0
Inputs used
merged_prs101
open_issues0
closed_issues38
prs_merged_7d6
prs_decided_7d6
prs_merged_30d36
prs_decided_30d37
issue_closed_ratio1
closed_unmerged_prs18
first_time_authors_30d0
first_time_prs_merged_30d0
first_time_prs_decided_30d0
Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.
How it's scored
10/30Ownership backing — personal (user) account
0/20Verified domain — not applicable to user accounts
5/25Owner reach — 4 followers of dcostenco
19.3/25Track record — 9 public repos, account ~6 yr old
Inputs used
followers4
owner_typeUser
is_verified—
owner_logindcostenco
public_repos9
account_age_days2,327
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 8 days ago
20/20Version history — 202 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesprism-mcp-server
ecosystemsnpm
any_deprecatedno
min_days_since_publish8

Engineering Quality

Are baseline engineering and documentation practices in place?

77Good · 19% of overall
How it's scored
24/24CI workflows — 9 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 7 out of 7 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configno
has_precommit_configno

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://synalux.ai/prism-mcp
10/10Repository description
10/10Topics — 19 topics
0/10Wiki
Inputs used
topicsagent-memory, mcp, mcp-server, model-context-protocol, typescript, ai-agent, semantic-search, local-first, sqlite, vector-search, cognitive-architecture, local-llm, ollama, prism-coder, claude-code, codex, drift-detection, memory, session-memory
has_wikino
homepagehttps://synalux.ai/prism-mcp
docs_sitehttps://synalux.ai/prism-mcp
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

69Good · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
2.2/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 7 out of 7 merged PRs checked by a CI test -- score normalized to 10
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
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
0.5/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate6.5
Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.
How it's scored
17.6/35Direct dependencies free of known advisories — 1 affected: stream-json 2.1.0 (moderate 6.2)
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
40/40No advisories left outstanding — no advisory has been public longer than 90 days
Inputs used
sourceosv
advisories1
affected_packages1
assessed_packages228
unassessed_packages0
affected_by_severitymoderate 1
direct_affected_packages1
Matched the npm:prism-mcp-server@20.18.0 runtime dependency closure — what installing the published package pulls in — 228 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.

79Good · 4% of overall
How it's scored
45/45Agent instructions — GEMINI.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 99 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share0.99
agent_instruction_filesGEMINI.md
agent_instruction_max_bytes474
How it's scored
0/18One-command bootstrap
22/22Automated tests
0/11Lint / format config
11/11Static type checking — examples/vercel-ai-sdk-prism/tsconfig.json, tsconfig.json
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 82 of the last 100 commits agent-authored or agent-credited
5/8Automated maintenance — dependency automation configured, none observed in the sampled commits
1/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 1
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json
has_dockerfileyes
typed_languageyes
bootstrap_files—
has_devcontainerno
has_linter_configno
typecheck_configsexamples/vercel-ai-sdk-prism/tsconfig.json, tsconfig.json
agent_commit_share0.82
toolchain_manifests—
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — TypeScript (statically typed)
52.7/55Manageable file sizes — 18/438 source files over 60KB
Inputs used
primary_languageTypeScript
largest_source_bytes249,550
source_files_sampled438
oversized_source_files18
How it's scored
0/40API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
20/20MCP server
40/40Runnable examples — examples
Inputs used
example_dirsexamples
has_mcp_signalyes
api_schema_files—
interfaces_expected_of—
Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto). Remaining weights renormalized.

Key facts

157GitHub stars
1contributors
1,297commits, last 12 months
0days since last push
34releases
1bus factor
0open 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 ★ / 23 ⇿
0Stars
23Forks
19Releases

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.

8121620242392026-032026-062026-08
Major 4Minor 5Patch 9
OpenSSF Scorecard 6.5 / 10
6.5aggregate

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 · 2026-09-10 22:57 UTC

10Binary-Artifactsno binaries found in the repo
3Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests7 out of 7 merged PRs checked by a CI test -- score normalized to 10
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
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
1Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 1
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 27
RegistryPackageVersion constraintManifest
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npm@google/generative-ai^0.24.1package.json
npm@libsql/client^0.17.2package.json
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All dependencies 404

Full resolved dependency set from the GitHub dependency graph: 29 direct and 375 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

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npmcontent-disposition1.0.1indirect
npmcontent-type1.0.5indirect
npmcontent-type2.0.0indirect
npmconvert-source-map2.0.0indirect
npmcookie0.7.2indirect
npmcookie-signature1.2.2indirect
npmcors2.8.6indirect
npmcross-fetch4.1.0indirect
npmcross-spawn7.0.6indirect
npmcss-select5.2.2indirect
npmcss-tree3.2.1indirect
npmcss-what6.2.2indirect
npmdata-uri-to-buffer4.0.1indirect
npmdata-urls7.0.0indirect
npmdebug4.4.3indirect
npmdecimal.js10.6.0indirect
npmdepd2.0.0indirect
npmdetect-libc2.0.2indirect
npmdetect-libc2.1.2indirect
npmdom-serializer2.0.0indirect
npmdomelementtype2.3.0indirect
npmdomhandler5.0.3indirect
npmdomutils3.2.2indirect
npmdotenv17.4.2indirect
npmdunder-proto1.0.1indirect
npmee-first1.1.1indirect
npmencodeurl2.0.0indirect
npmencoding-sniffer0.2.1indirect
npmentities4.5.0indirect
npmentities6.0.1indirect
npmentities7.0.1indirect
npmes-define-property1.0.1indirect
npmes-errors1.3.0indirect
npmes-module-lexer2.0.0indirect
npmes-object-atoms1.1.2indirect
npmesbuild0.28.1indirect
npmescape-html1.0.3indirect
npmestree-walker3.0.3indirect
npmetag1.8.1indirect
npmeventsource3.0.7indirect
npmeventsource-parser3.0.6indirect
npmexpect-type1.3.0indirect
npmexpress5.2.1indirect
npmexpress-rate-limit8.6.2indirect
npmfast-deep-equal3.1.3indirect
npmfast-uri3.1.7indirect
npmfdir6.5.0indirect
npmfetch-blob3.2.0indirect
npmfinalhandler2.1.1indirect
npmflatbuffers1.12.0indirect
npmformdata-polyfill4.0.10indirect
npmforwarded0.2.0indirect
npmfresh2.0.0indirect
npmfsevents2.3.3indirect
npmfunction-bind1.1.2indirect
npmget-intrinsic1.3.0indirect
npmget-proto1.0.1indirect
npmgopd1.2.0indirect
npmguid-typescript1.0.9indirect
npmhas-symbols1.1.0indirect
npmhasown2.0.4indirect
npmhono4.13.7indirect
npmhtml-encoding-sniffer6.0.0indirect
npmhtmlparser210.1.0indirect
npmhttp-errors2.0.1indirect
npmiceberg-js0.8.1indirect
npmiconv-lite0.6.3indirect
npmiconv-lite0.7.2indirect
npminherits2.0.4indirect
npmip-address10.4.0indirect
npmipaddr.js1.9.1indirect
npmis-potential-custom-element-name1.0.1indirect
npmis-promise4.0.0indirect
npmisexe2.0.0indirect
npmjs-base643.7.8indirect
npmjson-schema-to-ts3.1.1indirect
npmjson-schema-traverse1.0.0indirect
npmjson-schema-typed8.0.2indirect
npmlibsql0.5.29indirect
npmlightningcss1.33.0indirect
npmlightningcss-android-arm641.33.0indirect
npmlightningcss-darwin-arm641.33.0indirect
npmlightningcss-darwin-x641.33.0indirect
npmlightningcss-freebsd-x641.33.0indirect
npmlightningcss-linux-arm-gnueabihf1.33.0indirect
npmlightningcss-linux-arm64-gnu1.33.0indirect
npmlightningcss-linux-arm64-musl1.33.0indirect
npmlightningcss-linux-x64-gnu1.33.0indirect
npmlightningcss-linux-x64-musl1.33.0indirect
npmlightningcss-win32-arm64-msvc1.33.0indirect
npmlightningcss-win32-x64-msvc1.33.0indirect
npmlong5.3.2indirect
npmlru-cache11.2.7indirect
npmmagic-string0.30.21indirect
npmmath-intrinsics1.1.0indirect
npmmdn-data2.27.1indirect
npmmedia-typer1.1.0indirect
npmmerge-descriptors2.0.0indirect
npmmime-db1.54.0indirect
npmmime-types3.0.2indirect
npmminipass7.1.3indirect
npmminizlib3.1.0indirect
npmms2.1.3indirect
npmnanoid3.3.18indirect
npmnegotiator1.0.0indirect
npmnext^15.0.0indirect
npmnode-domexception1.0.0indirect
npmnode-fetch2.7.0indirect
npmnode-fetch3.3.2indirect
npmnth-check2.1.1indirect
npmobject-assign4.1.1indirect
npmobject-inspect1.13.4indirect
npmobug2.1.1indirect
npmon-finished2.4.1indirect
npmonce1.4.0indirect
npmonnxruntime-common1.20.1indirect
npmonnxruntime-node1.20.1indirect
npmonnxruntime-web1.20.1indirect
npmparse57.3.0indirect
npmparse58.0.0indirect
npmparse5-htmlparser2-tree-adapter7.1.0indirect
npmparse5-parser-stream7.1.2indirect
npmparseurl1.3.3indirect
npmpath-key3.1.1indirect
npmpath-to-regexp8.4.2indirect
npmpathe2.0.3indirect
npmpicocolors1.1.1indirect
npmpicomatch4.0.7indirect
npmpkce-challenge5.0.1indirect
npmplatform1.3.6indirect
npmprism-mcp-server^20.13.0indirect
npmpromise-limit2.7.0indirect
npmprotobufjs7.6.5indirect
npmproxy-addr2.0.7indirect
npmpunycode2.3.1indirect
npmqs6.16.0indirect
npmquickjs-emscripten-core0.32.0indirect
npmrange-parser1.2.1indirect
npmraw-body3.0.2indirect
npmreact^19.0.0indirect
npmreact-dom^19.0.0indirect
npmrequire-from-string2.0.2indirect
npmrolldown1.2.7indirect
npmrouter2.2.0indirect
npmsafer-buffer2.1.2indirect
npmsaxes6.0.0indirect
npmsemver7.8.5indirect
npmsend1.2.1indirect
npmserve-static2.2.1indirect
npmsetprototypeof1.2.0indirect
npmsharp0.35.4indirect
npmshebang-command2.0.0indirect
npmshebang-regex3.0.0indirect
npmside-channel1.1.1indirect
npmside-channel-list1.0.1indirect
npmside-channel-map1.0.1indirect
npmside-channel-weakmap1.0.2indirect
npmsiginfo2.0.0indirect
npmsource-map-js1.2.1indirect
npmstackback0.0.2indirect
npmstatuses2.0.2indirect
npmstd-env4.0.0indirect
npmsymbol-tree3.2.4indirect
npmtar7.5.21indirect
npmtinybench2.9.0indirect
npmtinyexec1.0.4indirect
npmtinyglobby0.2.17indirect
npmtinyrainbow3.1.1indirect
npmtldts-core7.0.27indirect
npmtoidentifier1.0.1indirect
npmtough-cookie6.0.1indirect
npmtr460.0.3indirect
npmtr466.0.0indirect
npmts-algebra2.0.0indirect
npmtslib2.8.1indirect
npmtsx4.22.4indirect
npmtype-is2.1.0indirect
npmtypescript5.9.3indirect
npmtypescript^5.5.0indirect
npmundici7.29.0indirect
npmundici-types7.18.2indirect
npmundici-types7.24.7indirect
npmunpipe1.0.0indirect
npmvary1.1.2indirect
npmvite8.2.2indirect
npmvitest4.1.11indirect
npmw3c-xmlserializer5.0.0indirect
npmweb-streams-polyfill3.3.3indirect
npmwebidl-conversions3.0.1indirect
npmwebidl-conversions8.0.1indirect
npmwhatwg-encoding3.1.1indirect
npmwhatwg-mimetype4.0.0indirect
npmwhatwg-mimetype5.0.0indirect
npmwhatwg-url16.0.1indirect
npmwhatwg-url5.0.0indirect
npmwhich2.0.2indirect
npmwhy-is-node-running2.3.0indirect
npmwrappy1.0.2indirect
npmws8.21.0indirect
npmxml-name-validator5.0.0indirect
npmxmlchars2.2.0indirect
npmyallist5.0.0indirect
npmyocto-queue1.2.2indirect
npmzod-to-json-schema3.25.2indirect
PyPIcrewai—indirect
PyPIlangchain—indirect
PyPIllama-index—indirect
PyPIpyautogen—indirect
Dependency advisories 1

Installing npm:prism-mcp-server@20.18.0 pulls in 228 packages, direct and transitive: 1 carry known advisories, of which 1 are direct dependencies.

PackageVersionRelationSeverityAdvisoriesFixed in
stream-json2.1.0directmoderate13.5.0

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

Feedback

Spotted something off in this report, or have thoughts to share? Wrong measurements, missed tooling, ideas, questions — anything is welcome. Every message is read and gets a response.

The message is kept through sign-in.

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 v0.34.0 — full methodology · metrics wiki.

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