Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-10-16 10:57 UTC

mandiant / flare-floss

FLARE Obfuscated String Solver - Automatically extract obfuscated strings from malware.

PythonApache-2.0★ 4,189 stars⑂ 540 forkssince Mar 2016View on GitHub ↗
KindCommand-line toolNetwork serviceWeb interfacehow this is determined
#malware#deobfuscation#strings#flare#malware-analysis#gsoc-2026

mandiant/flare-floss holds a health index of 94 out of 100, placing it in the Exceptional band. It scores highest on Engineering Quality (92/100) and lowest on Security (66/100). It was last updated today. 2 contributors account for most of its recent work.

94
overall / 100
Exceptional

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.

94
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 80 is calibrated to 94 on the published index scale (record calibration 2026-08-02).

Ownership

MANDIANTOrganization
2,582 followers104 public repossince Jul 2010

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publishTags
PyPIflare-floss3.2.012,807100 days agoflossmalwareanalysisobfuscationstringsflare

Metrics by category

Vitality

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

87Excellent · 21% of overall

Development activity

94Exceptional
How it's scored
36/36Push recency — last push 0 days ago
29.8/36Commit cadence — 43/52 weeks with commits
18/18Commit volume — 813 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 24 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year813
human_commit_share0.8
days_since_last_push0
active_weeks_last_year43

Release discipline

76Good
How it's scored
27/27Ships releases — 33 releases published
36/36Release recency — latest release 0 days ago
12.6/27Release cadence — a release every ~134.6 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count33
latest_release_tagv3.2.0
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases134.6

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

79Good · 17% of overall

Popularity & adoption

93Exceptional
How it's scored
58.8/60Stars — 4,189 stars
22.8/25Forks — 540 forks
11.6/15Watchers — 121 watchers
Inputs used
forks540
stars4,189
watchers121
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history

Community health

70Good
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_servicesgithub.com, shields.io
has_pull_request_templateno

Ecosystem adoption (downloads)

68Good
How it's scored
54.8/80Monthly downloads — 12,807 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesflare-floss
dependents—
ecosystemspypi
total_downloads—
monthly_downloads12,807
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?

75Good · 23% of overall

Maintainer resilience (bus factor)

62Moderate
How it's scored
25.2/54Bus factor — 2 contributor(s) cover half of all commits
12.8/22.5Commit distribution — top contributor authored 43% of commits
13.5/13.5Contributor breadth — 46 contributors
10/10OpenSSF Scorecard: Contributors — project has 9 contributing companies or organizations
Inputs used
bus_factor2
contributors_sampled46
top_contributor_share0.429

Issue & PR responsiveness

65Good
How it's scored
34/42Issue resolution — 81% of issues closed
23.9/30PR acceptance — 737/924 decided PRs merged
0/13Newcomer PR acceptance — 0/3 first-time contributors' PRs merged in 30d
7.5/15OpenSSF Scorecard: Code-Review — Found 1/2 approved changesets -- score normalized to 5
Inputs used
merged_prs737
open_issues105
closed_issues445
prs_merged_7d1
prs_decided_7d2
prs_merged_30d20
prs_decided_30d25
issue_closed_ratio0.809
closed_unmerged_prs187
first_time_authors_30d2
first_time_prs_merged_30d0
first_time_prs_decided_30d3

Ownership & stewardship

80Excellent
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
24.5/25Owner reach — 2,582 followers of mandiant
25/25Track record — 104 public repos, account ~16 yr old
Inputs used
followers2,582
owner_typeOrganization
is_verifiedno
owner_loginmandiant
public_repos104
account_age_days5,938

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 0 days ago
20/20Version history — 10 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesflare-floss
ecosystemspypi
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

92Excellent · 19% of overall

Engineering practices

94Exceptional
How it's scored
24/24CI workflows — 7 workflow(s)
24/24Tests present
16/16Linter config — eslint.config.js
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 13 out of 13 merged PRs checked by a CI test -- score normalized to 10
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://github.com/mandiant/flare-floss/tree/master/doc
10/10Repository description
10/10Topics — 6 topics
0/10Wiki
Inputs used
topicsmalware, deobfuscation, strings, flare, malware-analysis, gsoc-2026
has_wikino
homepage—
docs_sitehttps://github.com/mandiant/flare-floss/tree/master/doc
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

66Good · 16% of overall

Security posture

58Moderate
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
2.5/2.5CI-Tests — 13 out of 13 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
3.8/7.5Code-Review — Found 1/2 approved changesets -- score normalized to 5
2.5/2.5Contributors — project has 9 contributing companies or organizations
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 24 issue activity found in the last 90 days -- score normalized to 10
5/5Packaging — packaging workflow detected
2/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4
5/5SAST — SAST tool is run on all commits
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
5.2/7.5Vulnerabilities — 3 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated18
scorecard_versionv5.5.0
checks_inconclusive0
scorecard_aggregate5.8

Dependency advisories

100Exceptional
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
advisories3
affected_packages3
assessed_packages245
unassessed_packages13
affected_by_severityhigh 1, moderate 2
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 245 resolved dependencies against OSV. 13 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

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

76Good · 4% of overall

Agent context & guidance

85Excellent
How it's scored
45/45Agent instructions — AGENTS.md, CLAUDE.md
0/15Machine-readable docs (llms.txt)
40/40Legible commit history — 80 of 80 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
llms_txt_url—
legible_history_share1
agent_instruction_filesAGENTS.md, CLAUDE.md
agent_instruction_max_bytes964

Verify loop (build / test / typecheck)

66Good
How it's scored
0/18One-command bootstrap
22/22Automated tests
11/11Lint / format config — eslint.config.js
11/11Static type checking — .github/mypy/mypy.ini, viewer/tsconfig.json
10/10Reproducible environment — lockfile
0/10Demonstrated agent practice — no agent-authored commits among the last 100
8/8Automated maintenance — 20 of the last 100 commits are automated dependency updates
4/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 4
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json
has_dockerfileno
typed_languageno
bootstrap_files—
has_devcontainerno
has_linter_configyes
typecheck_configs.github/mypy/mypy.ini, viewer/tsconfig.json
agent_commit_share0
toolchain_manifests—
dependency_bot_commit_share0.2

Code legibility for models

82Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (.github/mypy/mypy.ini, viewer/tsconfig.json)
55/55Manageable file sizes — 0/128 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes47,299
source_files_sampled128
oversized_source_files0

Key facts

4,189GitHub stars
46contributors
813commits, last 12 months
0days since last push
33releases
2bus factor
105open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • deps.dev does not index pypi:flare-floss@3.2.0; advisories assessed against the repository dependency graph instead

More detail

Star and fork history 0 ★ / 540 ⇿
0Stars
540Forks
30Releases

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.

0100200300400500600534192016-032021-062026-09
Major 2Minor 11Patch 5

Each point covers 10 days.

OpenSSF Scorecard 5.8 / 10
5.8aggregate

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 · 2026-10-16 10:56 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
10CI-Tests13 out of 13 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
5Code-ReviewFound 1/2 approved changesets -- score normalized to 5
10Contributorsproject has 9 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 24 issue activity found in the last 90 days -- score normalized to 10
10Packagingpackaging workflow detected
4Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 4
10SASTSAST tool is run on all commits
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
7Vulnerabilities3 existing vulnerabilities detected
Direct dependencies 21
RegistryPackageVersion constraintManifest
PyPItabulate>=0.9pyproject.toml
PyPIpydantic>=2pyproject.toml
PyPItqdm>=4pyproject.toml
PyPIhalo>=0.0.31pyproject.toml
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PyPIpefile>=2022.5.30pyproject.toml
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PyPIviv-utils>=0.8.0pyproject.toml
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PyPIdncil>=1.0.2pyproject.toml
PyPInetworkx>=3pyproject.toml
PyPIdnfile==0.18.0pyproject.toml
PyPIcolorama==0.4.6pyproject.toml
PyPImsgspec==0.22.0pyproject.toml
PyPIpython-lancelot==0.10.0pyproject.toml
PyPIpyelftools==0.33pyproject.toml
npmreact^19.1.0viewer/package.json
npmreact-dom^19.1.0viewer/package.json
npmreact-dropzone^14.3.8viewer/package.json
All dependencies 258

Full resolved dependency set from the GitHub dependency graph: 34 direct and 224 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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PyPIvivisect—direct
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PyPIpre-commit4.6.0indirect
PyPIpyasn10.6.4indirect
PyPIpyasn1-modules0.4.2indirect
PyPIpycodestyle2.15.0indirect
PyPIpycparser3.11indirect
PyPIpygments2.21.0indirect
PyPIpyinstaller6.22.1indirect
PyPIpytest9.1.0indirect
PyPIpytest-cov7.1.0indirect
PyPIpytest-instafail0.5.0indirect
PyPIpytest-sugar1.1.1indirect
PyPIpython-flirt0.10.0indirect
PyPIpyyaml6.0.1indirect
PyPIsetuptools84.0.0indirect
PyPIsix1.17.0indirect
PyPIsortedcontainers2.4.0indirect
PyPIspinners0.0.24indirect
PyPItermcolor3.3.0indirect
PyPItypes-pyyaml6.0.10indirect
PyPItypes-tabulate0.10.0.20260408indirect
PyPIvirtualenv21.14.5indirect
Dependency advisories 3

This repository publishes no package the index resolves, so its own dependency graph was assessed — 245 packages, which also include development and test pins that never ship: 3 carry known advisories, of which 0 are direct. 13 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
braces3.0.3indirecthigh1—
@eslint/plugin-kit0.3.3indirectmoderate10.3.4
ajv6.12.6indirectmoderate18.18.0

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.

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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 — PyPI.