Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-24 13:47 UTC

grafana / pyroscope-jfr-parser

Java Flight Recorder parser library written in Go.

GoApache-2.0★ 48 stars⑂ 20 forkssince Mar 2022View on GitHub ↗

grafana/pyroscope-jfr-parser holds a health index of 68 out of 100, placing it in the Moderate band. It scores highest on Security (90/100) and lowest on Community & Adoption (53/100). It was last updated today. 2 contributors account for most of its recent work.

68
overall / 100
Moderate

Software 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.

68
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)
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.

Ownership

Grafana LabsOrganization
7,111 followers587 public repossince Apr 2014

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
Gogithub.com/grafana/jfr-parserpoints to another repo — not scoredv0.18.0-279 days ago

Metrics by category

Vitality

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

65Moderate · 22% of overall
How it's scored
36/36Push recency — last push 0 days ago
12.5/36Commit cadence — 18/52 weeks with commits
14.8/18Commit volume — 43 commits in the last year
10/10OpenSSF Scorecard: Maintained — 15 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year43
human_commit_share0.81
days_since_last_push0
active_weeks_last_year18
How it's scored
27/27Ships releases — 6 releases published
0/36Release recency — latest release 1,078 days ago
19.8/27Release cadence — a release every ~98.5 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count6
latest_release_tagv0.7.0
releases_from_tagsno
days_since_latest_release1,078
mean_days_between_releases98.5
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?

53Moderate · 18% of overall
How it's scored
27.1/60Stars — 48 stars
10.7/25Forks — 20 forks
4.3/15Watchers — 7 watchers
Inputs used
forks20
stars48
watchers7
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)
0/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingno
has_issue_templateno
has_code_of_conductyes
has_pull_request_templateno

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

73Good · 24% of overall
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
15.7/22.5Commit distribution — top contributor authored 30% of commits
13.5/13.5Contributor breadth — 14 contributors
10/10OpenSSF Scorecard: Contributors — project has 3 contributing companies or organizations -- score normalized to 10
Inputs used
bus_factor2
contributors_sampled14
top_contributor_share0.304
How it's scored
31.9/46.8Issue resolution — 68% of issues closed
31.7/38.3PR acceptance — 77/93 decided PRs merged
12/15OpenSSF Scorecard: Code-Review — Found 8/10 approved changesets -- score normalized to 8
Inputs used
merged_prs77
open_issues7
closed_issues15
issue_closed_ratio0.682
closed_unmerged_prs16
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
25/25Owner reach — 7,111 followers of grafana
25/25Track record — 587 public repos, account ~12 yr old
Inputs used
followers7,111
owner_typeOrganization
is_verified
owner_logingrafana
public_repos587
account_age_days4,492

Engineering Quality

Are baseline engineering and documentation practices in place?

61Moderate · 20% of overall
How it's scored
24/24CI workflows — 1 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 23 out of 23 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

50Moderate
How it's scored
30/30README
0/25Documentation directory
0/15Documentation / homepage site
10/10Repository description
0/10Topics
10/10Wiki
Inputs used
topics
has_wikiyes
homepage
has_readmeyes
has_docs_dirno
has_descriptionyes

Security

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

90Excellent · 16% of overall

Security posture

87Excellent
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
4.5/7.5Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5CI-Tests — 23 out of 23 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
6/7.5Code-Review — Found 8/10 approved changesets -- score normalized to 8
2.5/2.5Contributors — project has 3 contributing companies or organizations -- score normalized to 10
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 — 15 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
5/5Pinned-Dependencies — all dependencies are pinned
5/5SAST — SAST tool is run on all commits
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — no data
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate8.7
Excluded from scoring (no data or not applicable): packaging, signed_releases. Remaining weights renormalized.
How it's scored
35/35Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40No advisories left outstanding — no advisory carries a publication date
Inputs used
sourceosv
advisories0
affected_packages0
assessed_packages12
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 12 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? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

65Moderate · 0% of overall
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 71 of 81 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share0.877
agent_instruction_files
agent_instruction_max_bytes
How it's scored
18/18One-command bootstrap — Makefile, internal/cmd/fuzz/Makefile
22/22Automated tests
0/11Lint / format config
11/11Static type checking — Go (statically typed)
10/10Reproducible environment — lockfile
10/10Demonstrated agent practice — 6 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
10/10OpenSSF Scorecard: Pinned-Dependencies — all dependencies are pinned
Inputs used
has_nixno
has_testsyes
lockfilesgo.sum
has_dockerfileno
typed_languageyes
bootstrap_filesMakefile, internal/cmd/fuzz/Makefile
has_devcontainerno
has_linter_configno
typecheck_configs
agent_commit_share0.06
toolchain_manifestsgo.mod
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — Go (statically typed)
55/55Manageable file sizes — 0/50 source files over 60KB
Inputs used
primary_languageGo
largest_source_bytes28,808
source_files_sampled50
oversized_source_files0
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — pprof/jfr_labels.proto
0/20MCP server
0/40Runnable examples
Inputs used
example_dirs
has_mcp_signalno
api_schema_filespprof/jfr_labels.proto

Key facts

48GitHub stars
14contributors
43commits, last 12 months
0days since last push
6releases
2bus factor
7open issues
Gopackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • go package 'github.com/grafana/jfr-parser' points at a different repository (https://github.com/grafana/jfr-parser); excluded from ecosystem scoring

More detail

Star and fork history 0 ★ / 20 ⇿
0Stars
20Forks
6Releases

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.

0481216202022022-032024-052026-07
Major 0Minor 4Patch 2

Each point covers 4 days.

OpenSSF Scorecard 8.7 / 10
8.7aggregate

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 · 2026-07-24 13:47 UTC

10Binary-Artifactsno binaries found in the repo
6Branch-Protectionbranch protection is not maximal on development and all release branches
10CI-Tests23 out of 23 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
8Code-ReviewFound 8/10 approved changesets -- score normalized to 8
10Contributorsproject has 3 contributing companies or organizations -- score normalized to 10
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained15 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
10Pinned-Dependenciesall dependencies are pinned
10SASTSAST tool is run on all commits
10Security-Policysecurity policy file detected
n/aSigned-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
10Vulnerabilities0 existing vulnerabilities detected
Direct dependencies 5
RegistryPackageVersion constraintManifest
Gogithub.com/google/pprofv0.0.0-20260507013755-92041b743c96go.mod
Gogithub.com/grafana/pyroscope/apiv1.5.0go.mod
Gogithub.com/stretchr/testifyv1.11.1go.mod
Gogolang.org/x/textv0.39.0go.mod
Gogoogle.golang.org/protobufv1.36.11go.mod
All dependencies 12

Full resolved dependency set from the GitHub dependency graph: 5 direct and 7 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
Gogithub.com/google/pprofv0.0.0-20260507013755-92041b743c96direct
Gogithub.com/grafana/pyroscope/apiv1.5.0direct
Gogithub.com/stretchr/testifyv1.11.1direct
Gogolang.org/x/textv0.39.0direct
Gogoogle.golang.org/protobufv1.36.11direct
Gogithub.com/davecgh/go-spewv1.1.2-0.20180830191138-d8f796af33ccindirect
Gogithub.com/google/gnosticv0.7.1indirect
Gogithub.com/google/gnostic-modelsv0.7.0indirect
Gogithub.com/planetscale/vtprotobufv0.6.1-0.20250313105119-ba97887b0a25indirect
Gogithub.com/pmezard/go-difflibv1.0.1-0.20181226105442-5d4384ee4fb2indirect
Gogo.yaml.in/yaml/v3v3.0.4indirect
Gogopkg.in/yaml.v3v3.0.1indirect
Dependency advisories 0

This repository publishes no package the index resolves, so its own dependency graph was assessed — 12 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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          "is_bot": false,
          "headline": "Merge pull request #47 from grafana/20250117_check-pprof-dependency",
          "author_name": "Christian Simon",
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          "headline": "Merge pull request #46 from grafana/20250117_bump-pprof-dependecy",
          "author_name": "Christian Simon",
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          "body": "The current dependecy version was too old\n\n```\n{ cd ./pprof && GOWORK=off go test ./... }\n./parser.go:53:23: parser.TypeMap.T_ALLOC_SAMPLE undefined (type def.TypeMap has no field or method T_ALLOC_SAMPLE)\n./parser.go:54:29: parser.ObjectAllocationSample undefined (type *parser.Parser has no field o\n[…]\nrser/pprof/cmd/jfrparser [build failed]\nFAIL    github.com/grafana/jfr-parser/pprof/cmd/jfrparser/format [build failed]\n?       github.com/grafana/jfr-parser/pprof/pyroscope   [no test files]\nFAIL\n```",
          "is_bot": false,
          "headline": "Bump jfr-parser version",
          "author_name": "Christian Simon",
          "author_login": "simonswine",
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          "is_bot": false,
          "headline": "Read Ref IDs as uint64 (#43)",
          "author_name": "Sivachandran Paramasivam",
          "author_login": "sivachandran",
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          "headline": "Add ObjectAllocationSample type support (#42)",
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          "headline": "Use int64 as TypeID and use -1 as uninitialised value (#41)",
          "author_name": "Sivachandran Paramasivam",
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          "committed_at": "2024-09-06T14:23:54Z",
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          "is_bot": false,
          "headline": "Revert \"pprof: bump depdendencies\"",
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          "headline": "renamed:    cmd/jfrparser/main.go -> pprof/cmd/jfrparser/main.go",
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          "headline": "Use uint64 for CPool Type Ref (#39)",
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          "headline": "Read CPool Constant Index as uint64 (#38)",
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          "headline": "Merge pull request #33 from sivachandran/parse-char-array-string",
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          "headline": "Support char array string in emitted string parsing",
          "author_name": "Sivachandran Paramasivam",
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          "committed_at": "2024-08-15T04:57:20Z",
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        },
        {
          "oid": "6fd683453097fb48f8ab9d67e894cc51ed6abb98",
          "body": null,
          "is_bot": false,
          "headline": "Add test profile data with char array string",
          "author_name": "Sivachandran Paramasivam",
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          "committed_at": "2024-08-15T04:56:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "863b92b65144131f5110f3460d1690dc43c07ea3",
          "body": "* Format generated code\r\n\r\n* Remove padding generate code\r\n\r\nWe are formatting the generate code anyway",
          "is_bot": false,
          "headline": "Format generated code (#31)",
          "author_name": "Sivachandran",
          "author_login": "sivachandran",
          "committed_at": "2024-08-14T14:35:45Z",
          "body_truncated": false,
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        },
        {
          "oid": "f984a370a6541e9e32adea0c33536ca78d281897",
          "body": null,
          "is_bot": false,
          "headline": "jfrparser-cli: add cli that formats json (#30)",
          "author_name": "Tomer Shafir",
          "author_login": "tomershafir",
          "committed_at": "2024-04-28T04:20:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8abcb81c304c1963194d78ed1e8d0a2f40c4282d",
          "body": "chore: disable pprof profile pool",
          "is_bot": false,
          "headline": "Merge pull request #29 from grafana/chore/disable-pprof-profile-pool",
          "author_name": "Anton Kolesnikov",
          "author_login": "kolesnikovae",
          "committed_at": "2024-02-28T02:42:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "35d04ab45616a6a973178e773639a35c3018f069",
          "body": null,
          "is_bot": false,
          "headline": "chore: disable pprof profile pool",
          "author_name": "Anton Kolesnikov",
          "author_login": "kolesnikovae",
          "committed_at": "2024-02-28T02:40:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "986e71dc036129506f6cdaa24265daff23a4de11",
          "body": null,
          "is_bot": false,
          "headline": "fix: adjust lambda merging regex (#28)",
          "author_name": "Tolya Korniltsev",
          "author_login": "korniltsev",
          "committed_at": "2024-01-26T07:27:39Z",
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          "is_coding_agent": false
        },
        {
          "oid": "c8e77257aa110b835b73bc137025f3c51f2061b3",
          "body": "* add jfr2pprof\r\n\r\n* rewrite test\r\n\r\n* rm scratch\r\n\r\n* fix: add line numbers\r\n\r\n* linenumbers testdata\r\n\r\n* optimize context labels\r\n\r\n* rollback int overflow check\r\n\r\n* bump dependency\r\n\r\n* rm dupe",
          "is_bot": false,
          "headline": "feat: parse line numbers to pprof (#27)",
          "author_name": "Tolya Korniltsev",
          "author_login": "korniltsev",
          "committed_at": "2024-01-19T05:54:49Z",
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        },
        {
          "oid": "c7f61c1f689eb4c20e7dd8b6f5a8fa07c0b67565",
          "body": "…le (#26)\n\n* move jfr->pprof conversion code from pyroscope repo to jfr-parser submodule\r\n\r\n* do not add appName if it is empty\r\n\r\n* fix thread state parsing for asprof 3.0",
          "is_bot": false,
          "headline": "move jfr-pprof conversion code from pyroscope repo to jfr-parser modu…",
          "author_name": "Tolya Korniltsev",
          "author_login": "korniltsev",
          "committed_at": "2024-01-08T13:54:48Z",
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        },
        {
          "oid": "08fa3a941bf83570b21b222f88eaf3bd3c83ad90",
          "body": null,
          "is_bot": false,
          "headline": "improve memory allocation during parsing (#25)",
          "author_name": "Tolya Korniltsev",
          "author_login": "korniltsev",
          "committed_at": "2023-08-31T14:06:26Z",
          "body_truncated": false,
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        },
        {
          "oid": "6d08782b9105ff29e40a56d54a09fdc32c72eacf",
          "body": null,
          "is_bot": false,
          "headline": "MethodScratch name",
          "author_name": "Tolya Korniltsev",
          "author_login": "korniltsev",
          "committed_at": "2023-08-21T12:24:59Z",
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        },
        {
          "oid": "e11aad6a662487898661def682613cd0f54d1a6e",
          "body": "Enhancement #22\r\n\r\nimprove memory&cpu consumption  (#22)\r\n\r\n\r\n\r\n* parser_test: ReportAllocs\r\n\r\n* reader: avoid memory escape and unsafe byte to string\r\n\r\n* types: do not malloc base type\r\n\r\n* types: batch allocate StackFrame\r\n\r\n* batch allocate constants\r\n\r\n* cache typeFn in ClassMetadata\r\n\r\n* check\n[…]\nl and add test\r\n\r\n* fix conflict\r\n\r\n* add async-profiler test\r\n\r\n* fix example_parsed.json.gz\r\n\r\n* fix getPointerToStackFrames\r\n\r\n* move unsafeByteToString into ChunkParseOptions\r\n\r\n* modify README.md",
          "is_bot": false,
          "headline": "fix: improve memory&cpu consumption  (#22)",
          "author_name": "杨杰",
          "author_login": "zdyj3170101136",
          "committed_at": "2023-08-11T04:57:30Z",
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        },
        {
          "oid": "222d6984912fa847e45f35964a206b1b6b7e666f",
          "body": null,
          "is_bot": false,
          "headline": "fix: correct field name in parse ObjectAllocation event. (#21)",
          "author_name": "杨杰",
          "author_login": "zdyj3170101136",
          "committed_at": "2023-08-05T15:48:22Z",
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        },
        {
          "oid": "db7cbf3049835bc1047597f7840cf27e0b925fde",
          "body": null,
          "is_bot": false,
          "headline": "Add LiveObject (#18)",
          "author_name": "Tolya Korniltsev",
          "author_login": "korniltsev",
          "committed_at": "2023-02-14T01:49:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3073e8118417b4b7f6551cef20861bbbb1e9c9d6",
          "body": "Add cpool preprocessor parse option",
          "is_bot": false,
          "headline": "Merge pull request #17 from pyroscope-io/feat/symbol_preprocessor",
          "author_name": "Dmitry Filimonov",
          "author_login": "petethepig",
          "committed_at": "2022-06-12T01:42:29Z",
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          "oid": "5267e8aaecd0cdcd0e15f8f9cdb59c08dc473e5b",
          "body": null,
          "is_bot": false,
          "headline": "cpool parsing processor option",
          "author_name": "Tolya Korniltsev",
          "author_login": "korniltsev",
          "committed_at": "2022-06-10T15:50:44Z",
          "body_truncated": false,
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        },
        {
          "oid": "3228ecf7d79aff91aca35a6063a0545ad35f17ac",
          "body": "* Add a simple parsing test\r\n\r\n* Do not resolve same instances multiple times\r\n\r\n* rm unused example.jfr (not gzipped) file",
          "is_bot": false,
          "headline": "Improve constant pool resolving speed (#16)",
          "author_name": "Tolya Korniltsev",
          "author_login": "korniltsev",
          "committed_at": "2022-05-25T09:04:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6ac8ddf8bf8412e0d64b63511d6521aacaadeb58",
          "body": "Parse \"contextId\" fields from new async-profiler feature",
          "is_bot": false,
          "headline": "Merge pull request #15 from pyroscope-io/feat/context_id",
          "author_name": "Dmitry Filimonov",
          "author_login": "petethepig",
          "committed_at": "2022-05-13T05:28:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "badc14d8b4018fdae91a6af5a7181406eb9c6f20",
          "body": "Add support for parsing new fields from https://github.com/jvm-profiling-tools/async-profiler/pull/576/files",
          "is_bot": false,
          "headline": "Add 'contextId' parsing for async-profiler",
          "author_name": "Tolya Korniltsev",
          "author_login": "korniltsev",
          "committed_at": "2022-05-10T17:15:18Z",
          "body_truncated": false,
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        },
        {
          "oid": "45dba601bb45735189c4b892cda3b7730fbf5866",
          "body": null,
          "is_bot": false,
          "headline": "fix: brings back constants parsing",
          "author_name": "Dmitry Filimonov",
          "author_login": "petethepig",
          "committed_at": "2022-04-22T04:16:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d2cc8a41b83b5738be3c7e80c9dbeb561f446e57",
          "body": "feat: improve support for types and event types.",
          "is_bot": false,
          "headline": "Merge pull request #14 from pyroscope-io/feat/improve-type-support",
          "author_name": "Alfredo Beaumont",
          "author_login": "abeaumont",
          "committed_at": "2022-04-07T14:22:34Z",
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        },
        {
          "oid": "98be606b7c4727c684edf9e285717c4efb9e41f0",
          "body": "- 8 new types have been added, for a total of 25 supported types.\n- 41 new event types have been added, for a total of 54 supported\n  event types.\n\nOpenJDK 17 supports 59 types and 167 event types, so there's still a\nlot of work to do, but at least the Java Flight Recorder output of #4\nis fully supported.",
          "is_bot": false,
          "headline": "feat: improve support for types and event types.",
          "author_name": "Alfredo Beaumont",
          "author_login": "abeaumont",
          "committed_at": "2022-04-07T11:00:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e3cd14fd2d84b3b1495b711c0800554fcc163a4d",
          "body": "fix: return errors that are not being returned.",
          "is_bot": false,
          "headline": "Merge pull request #13 from pyroscope-io/fix/return-errors",
          "author_name": "Alfredo Beaumont",
          "author_login": "abeaumont",
          "committed_at": "2022-04-07T10:52:09Z",
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                "key": "license",
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                "key": "contributing_guide",
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              {
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                "key": "issue_template",
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                "key": "openssf_scorecard_contributors",
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          {
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                "max_points": 46.75
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                "key": "pr_acceptance",
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              {
                "key": "openssf_scorecard_code_review",
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              {
                "key": "owner_reach",
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                "max_points": 25
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              {
                "key": "track_record",
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                "key": "ci_workflows",
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                "key": "tests_present",
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              {
                "key": "linter_config",
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              {
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              },
              {
                "key": "dependency_update_tool",
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                "key": "fuzzing",
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              },
              {
                "key": "license",
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                "detail": "license file detected",
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              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "15 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
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                "status": "met",
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              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
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                ],
                "max_points": 5
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              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "all dependencies are pinned",
                "points": 5,
                "status": "met",
                "details": [],
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              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is run on all commits",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
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              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "params": {}
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                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "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": "excellent",
            "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 12 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": [
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                "code": "excluded_no_data",
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                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 12
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 12,
              "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": "excellent",
            "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": 12,
              "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": "excellent",
            "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"
              ],
              "review_only_matches": 0,
              "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": "moderate",
        "name": "AI Readiness",
        "value": 65,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.877,
              "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": "71 of 81 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 71,
                      "sampled": 81
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile",
                "internal/cmd/fuzz/Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.06,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile, internal/cmd/fuzz/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile, internal/cmd/fuzz/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "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": "6 of the last 100 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 6,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "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": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 28808,
              "source_files_sampled": 50,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/50 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 50,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [],
              "has_mcp_signal": false,
              "api_schema_files": [
                "pprof/jfr_labels.proto"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "pprof/jfr_labels.proto",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "pprof/jfr_labels.proto"
                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "go package 'github.com/grafana/jfr-parser' points at a different repository (https://github.com/grafana/jfr-parser); excluded from ecosystem scoring"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-24T13:47:38.755334Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/g/grafana/pyroscope-jfr-parser.svg",
  "full_name": "grafana/pyroscope-jfr-parser",
  "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 v1.13.0, schema v0.27.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statisticsGo.