Public record
Software health reportschema 0.27.0 · metrics 1.13.0 · 2026-07-27 02:12 UTC

mavlink / MAVSDK

API and library for MAVLink compatible systems written in C++ 20

C++ · PythonBSD-3-Clause★ 915 stars⑂ 633 forkssince Jun 2017View on GitHub ↗

mavlink/MAVSDK holds a health index of 75 out of 100, placing it in the Good band. It scores highest on Vitality (94/100) and lowest on AI Readiness (52/100). It was last updated 4 days ago. A single contributor accounts for most of its recent work.

75
overall / 100
Good

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.

75
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

825 followers40 public repossince Aug 2011

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

Metrics by category

Vitality

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

94Excellent · 22% of overall
How it's scored
36/36Push recency — last push 4 days ago
33.2/36Commit cadence — 48/52 weeks with commits
18/18Commit volume — 603 commits in the last year
10/10OpenSSF Scorecard: Maintained — 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10
Inputs used
commits_last_year603
human_commit_share1
days_since_last_push4
active_weeks_last_year48
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 9 days ago
27/27Release cadence — a release every ~26.5 days
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Inputs used
releases_count100
latest_release_tagv3.17.2
releases_from_tagsno
days_since_latest_release9
mean_days_between_releases26.5

Community & Adoption

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

67Moderate · 18% of overall
How it's scored
48/60Stars — 915 stars
23.3/25Forks — 633 forks
9.3/15Watchers — 48 watchers
Inputs used
forks633
stars915
watchers48
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (BSD-3-Clause)
0/18CONTRIBUTING guide
0/13.5Code of conduct
0/7.2Issue template
0/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Sustainability & Governance

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

67Moderate · 24% of overall
How it's scored
9/54Bus factor — 1 contributor(s) cover half of all commits
7/22.5Commit distribution — top contributor authored 69% of commits
13.5/13.5Contributor breadth — 99 contributors
10/10OpenSSF Scorecard: Contributors — project has 29 contributing companies or organizations
Inputs used
bus_factor1
contributors_sampled99
top_contributor_share0.688
How it's scored
44.7/46.8Issue resolution — 96% of issues closed
32.6/38.3PR acceptance — 1,740/2,042 decided PRs merged
13.5/15OpenSSF Scorecard: Code-Review — Found 25/27 approved changesets -- score normalized to 9
Inputs used
merged_prs1,740
open_issues42
closed_issues928
issue_closed_ratio0.957
closed_unmerged_prs302
How it's scored
30/30Ownership backing — organization-owned
0/20Verified domain
21/25Owner reach — 825 followers of mavlink
23.7/25Track record — 40 public repos, account ~14 yr old
Inputs used
followers825
owner_typeOrganization
is_verified
owner_loginmavlink
public_repos40
account_age_days5,469

Engineering Quality

Are baseline engineering and documentation practices in place?

77Good · 20% of overall
How it's scored
24/24CI workflows — 7 workflow(s)
24/24Tests present
0/16Linter config
0/9.6Pre-commit hooks
0/6.4.editorconfig
20/20OpenSSF Scorecard: CI-Tests — 27 out of 27 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://mavsdk.mavlink.io
10/10Repository description
10/10Topics — 5 topics
0/10Wiki
Inputs used
topicsmavlink, cpp, cpp17, ardupilot, px4
has_wikino
homepagehttps://mavsdk.mavlink.io
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

68Moderate · 16% of overall
How it's scored
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — no data
2.5/2.5CI-Tests — 27 out of 27 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
6.8/7.5Code-Review — Found 25/27 approved changesets -- score normalized to 9
2.5/2.5Contributors — project has 29 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
5/5Fuzzing — project is fuzzed
2.5/2.5License — license file detected
7.5/7.5Maintained — 30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — no data
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
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 — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
3.8/7.5Vulnerabilities — 5 existing vulnerabilities detected
Inputs used
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate6
Excluded from scoring (no data or not applicable): branch_protection, packaging. 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
advisories5
affected_packages3
assessed_packages263
unassessed_packages4
affected_by_severityhigh 3
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 263 resolved dependencies against OSV. 4 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? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

52Moderate · 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 — 100 of 100 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtno
legible_history_share1
agent_instruction_files
agent_instruction_max_bytes
How it's scored
0/18One-command bootstrap
22/22Automated tests
0/11Lint / format config
11/11Static type checking — C++ (statically typed)
10/10Reproducible environment — devcontainer, Dockerfile, lockfile
4/10Demonstrated agent practice — 2 of the last 100 commits agent-authored or agent-credited
0/8Automated maintenance — no automated dependency updates observed
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Inputs used
has_nixno
has_testsyes
lockfilespackage-lock.json, yarn.lock
has_dockerfileyes
typed_languageyes
bootstrap_files
has_devcontaineryes
has_linter_configno
typecheck_configs
agent_commit_share0.02
toolchain_manifests
dependency_bot_commit_share0
How it's scored
45/45Type-checkable code — C++ (statically typed)
53.4/55Manageable file sizes — 23/810 source files over 60KB
Inputs used
primary_languageC++
largest_source_bytes177,212
source_files_sampled810
oversized_source_files23
How it's scored
0/40API schema (OpenAPI/GraphQL/proto)
0/20MCP server
40/40Runnable examples — example, examples
Inputs used
example_dirsexample, examples
has_mcp_signalno
api_schema_files

Key facts

915GitHub stars
99contributors
603commits, last 12 months
4days since last push
100releases
1bus factor
42open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Could not fetch pypi package 'mavsdk4' from its registry
  • Could not fetch pypi package 'aiomavsdk' from its registry

More detail

Star and fork history 0 ★ / 633 ⇿
0Stars
633Forks
100Releases

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.

0125250375500625617162017-082022-022026-07
Major 3Minor 35Patch 62

Each point covers 9 days.

OpenSSF Scorecard 6.0 / 10
6.0aggregate

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 · 2026-07-27 02:11 UTC

10Binary-Artifactsno binaries found in the repo
n/aBranch-Protectioninternal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md
10CI-Tests27 out of 27 merged PRs checked by a CI test -- score normalized to 10
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
9Code-ReviewFound 25/27 approved changesets -- score normalized to 9
10Contributorsproject has 29 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
10Fuzzingproject is fuzzed
10Licenselicense file detected
10Maintained30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10
n/aPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
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
5Vulnerabilities5 existing vulnerabilities detected
All dependencies 267

Full resolved dependency set from the GitHub dependency graph: 0 direct and 267 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

RegistryPackageVersionRelation
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Dependency advisories 3

This repository publishes no package the index resolves, so its own dependency graph was assessed — 263 packages, which also include development and test pins that never ship: 3 carry known advisories, of which 0 are direct. 4 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

PackageVersionRelationSeverityAdvisoriesFixed in
linkify-it5.0.1indirecthigh15.0.2
postcss8.5.15indirecthigh18.5.18
vite5.4.21indirecthigh38.0.16

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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          "headline": "docs(core): update px4_custom_mode.h source attribution URL",
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          "is_bot": false,
          "headline": "docs: fix misplaced parenthesis in connections ground station note (#…",
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          "body": "'This was a a change' -> 'This was a change'.",
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          "headline": "docs: remove duplicated word in system information guide (#2939)",
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        },
        {
          "oid": "5f988eda2de116d37b9480c113f91affd2aea728",
          "body": "The AUTO Flight Modes link's opening parenthesis was never closed,\nleaving the sentence's parenthetical unterminated.",
          "is_bot": false,
          "headline": "docs: fix unbalanced parenthesis in cruise speed section (#2937)",
          "author_name": "Bartok",
          "author_login": "Bartok9",
          "committed_at": "2026-07-16T07:47:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a0823b19af9bddf4258da3706c127549bb55a444",
          "body": "process_heartbeat() stops setpoint streaming when the vehicle is not in\noffboard mode more than 3 seconds after _last_started. However,\n_last_started is only ever written in start(), so before the first\nstart() it is still default-initialized (epoch 0) and the 3-second\nguard is always satisfied: any\n[…]\ne first setpoint\nand start(), as intended by the existing 'don't stop too eagerly'\ncomment.\n\nWe also rename _last_started because the name isn't quite right.\n\nSigned-off-by: Julian Oes <julian@oes.ch>",
          "is_bot": false,
          "headline": "offboard: give watchdog grace period from when setpoints start (#2927)",
          "author_name": "Julian Oes",
          "author_login": "julianoes",
          "committed_at": "2026-07-16T02:01:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "41c1a084185b142e00598c35600f27ef167ee722",
          "body": "Make all log lines start with a capital letter for consistency. Where a\nline begins with a bare identifier (syscall, function, message or field\nname), prepend a descriptive word instead of capitalizing the identifier\nitself, e.g. \"getaddrinfo failed\" -> \"Call getaddrinfo failed\".",
          "is_bot": false,
          "headline": "core, plugins: capitalize log message casing (#2929)",
          "author_name": "Julian Oes",
          "author_login": "julianoes",
          "committed_at": "2026-07-15T21:42:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fb522ff9ad85fc48cbec4255fc2df95c7b0f7488",
          "body": "* examples: fix gimbal_device_id in attitude status\n\nThe gimbal_manager example is both the gimbal manager and the gimbal\ndevice in a single component (MAV_COMP_ID_GIMBAL). Per gimbal protocol\nv2, when the manager and device share a component ID the device is\naddressed by a small id in the range 1-6\n[…]\nh/yaw (and rate) setpoint from GIMBAL_DEVICE_SET_ATTITUDE\nwhenever it changes by more than a degree, so the control path from the manager\nis visible without flooding the console at the streaming rate.",
          "is_bot": false,
          "headline": "examples: add gimbal_device example (#2928)",
          "author_name": "Julian Oes",
          "author_login": "julianoes",
          "committed_at": "2026-07-15T21:06:28Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fb630035bc21bdaa0c432cbe9548b128488d04cc",
          "body": "…(#2935)\n\nMavlinkDirectImpl/MavlinkDirectServerImpl register a libmav-message callback on\nSystemImpl/ServerComponentImpl that captures 'this' and, on the io thread,\nreaches into the plugin's own CallbackList. deinit() unregistered it via\nCallbackList::unsubscribe(), which only posts the removal to t\n[…]\nn the io thread) to\navoid hanging or self-deadlocking. Route both plugins' unregister through it.\n\nThe previous comments claiming clear() blocks were inaccurate; clear() also just\nposts. Updated them.",
          "is_bot": false,
          "headline": "core: block until libmav handler is unregistered to fix teardown UAF …",
          "author_name": "Julian Oes",
          "author_login": "julianoes",
          "committed_at": "2026-07-15T21:05:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4dd31673448a477831457635cfd92a63f4ce6882",
          "body": "…930)\n\nComment-only spelling fixes; no behavioral change.",
          "is_bot": false,
          "headline": "examples: fix separate/receive typos in autopilot_server comments (#2…",
          "author_name": "Bartok",
          "author_login": "Bartok9",
          "committed_at": "2026-07-15T08:10:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b0ed4fedfd0d7f62c4e3852c95a6e4511c9c488c",
          "body": "…931)\n\nReplace legacy docs.px4.io/master simulation URLs with main sim_jmavsim\nand sim_gazebo_gz pages.",
          "is_bot": false,
          "headline": "docs: point Python quickstart SITL links at current PX4 main docs (#2…",
          "author_name": "Bartok",
          "author_login": "Bartok9",
          "committed_at": "2026-07-15T08:10:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "01a40e6033a443cb90e1939aa48d5b67eb16ff79",
          "body": null,
          "is_bot": false,
          "headline": "docs: update C++ quickstart PX4 SITL setup URL to main (#2932)",
          "author_name": "Bartok",
          "author_login": "Bartok9",
          "committed_at": "2026-07-15T08:09:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3deb19e019dd5997e34333bf4e7afaa73c3d097f",
          "body": null,
          "is_bot": false,
          "headline": "docs: update PX4 default UDP ports link in connections guide (#2933)",
          "author_name": "Bartok",
          "author_login": "Bartok9",
          "committed_at": "2026-07-15T08:09:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "afb69965bfa4780af526ed1da6025dc6afd8f926",
          "body": null,
          "is_bot": false,
          "headline": "docs: note C++20 library dialect in FAQ C++ rationale (#2934)",
          "author_name": "Bartok",
          "author_login": "Bartok9",
          "committed_at": "2026-07-15T08:08:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b82b726f64da70a33d471e07d4200ac132885c8c",
          "body": "* examples: add gimbal_manager example\n\nImplement a MAVLink gimbal manager (gimbal protocol v2) with an\ninternally simulated gimbal device, based on MavlinkDirectServer and\nnlohmann::json.\n\nIt identifies as a MAVLink gimbal with built-in gimbal manager\n(sysid 1/compid 154), answers MAV_CMD_REQUEST_M\n[…]\n to the COMMAND_INT frame\nfield: global frames are taken as is, relative-alt frames are converted\nusing the vehicle's relative_alt from GLOBAL_POSITION_INT, and other\nframes (e.g. terrain) are denied.",
          "is_bot": false,
          "headline": "examples: add gimbal_manager example (#2921)",
          "author_name": "Julian Oes",
          "author_login": "julianoes",
          "committed_at": "2026-07-15T02:04:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f5b04085242824d626488dd30cfe00818699c6de",
          "body": "gimbal: correlate device messages to the right manager",
          "is_bot": false,
          "headline": "Merge pull request #2926 from mavlink/pr-gimbal-device-correlation",
          "author_name": "Julian Oes",
          "author_login": "julianoes",
          "committed_at": "2026-07-15T02:04:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "149cc7c22a3635385ecdff458721ad7cf33998eb",
          "body": "…urrency\n\ncore: fix buffer overflows, deadlocks, and races in core",
          "is_bot": false,
          "headline": "Merge pull request #2925 from mavlink/fix-core-memory-safety-and-conc…",
          "author_name": "Julian Oes",
          "author_login": "julianoes",
          "committed_at": "2026-07-15T01:38:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "13fc9bd4c62448064ac1f1fc7ccc45a2cc95cef0",
          "body": "The crash handler called cpptrace::generate_trace().print(), but cpptrace v0.3.1\nfrequently failed to symbolize from a signal handler (its macOS backend in\nparticular), so a SIGSEGV in CI printed only bare frame addresses that can't be\nmapped back to code. Bump cpptrace to v1.0.4, whose symbolizer r\n[…]\nThe signal-safe raw-trace API is intentionally not used: it needs the libunwind\nunwinder backend to collect frames and returns nothing with the default one,\nwhich would be worse than generate_trace().",
          "is_bot": false,
          "headline": "system_tests: upgrade cpptrace to v1.0.4 for symbolized crash traces",
          "author_name": "Julian Oes",
          "author_login": "julianoes",
          "committed_at": "2026-07-15T00:23:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "67d463101d098f2d6e6c248152099d076bf49d2c",
          "body": "_statustext_handler_callbacks and _param_changed_callbacks were mutated by\nregister/unregister (which can run on a user thread via plugin init) and\niterated on the io thread when messages arrive, with no synchronization - a data\nrace and potential iterator invalidation. Guard each with its own mutex and\nsnapshot the callbacks under the lock before invoking them, so callbacks never\nrun while the lock is held (avoiding re-entrancy deadlock).",
          "is_bot": false,
          "headline": "core: synchronize statustext and param-changed handler lists",
          "author_name": "Julian Oes",
          "author_login": "julianoes",
          "committed_at": "2026-07-15T00:23:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "48b4987192c1f5e0226581b50427c2b6ccace547",
          "body": "process_mavlink_ftp_message wrote _target_system_id/_target_component_id outside\n_mutex, while the burst thread reads them (under _mutex) in\n_send_mavlink_ftp_message. Make them atomic so the concurrent write from a new\nincoming FTP message and the burst-thread read are not a data race.",
          "is_bot": false,
          "headline": "core: make FTP server target ids atomic",
          "author_name": "Julian Oes",
          "author_login": "julianoes",
          "committed_at": "2026-07-15T00:23:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "79534d261c4a088a80316b7c50a6b12eb54168a9",
          "body": "The slow-callback watchdog lambda captured the loop-local UserCallback by\nreference and reads callback.filename (a std::string) on the io thread when it\nfires. TimeoutHandler executes expired callbacks outside its lock, so it could\nrun just as the worker thread finished callback.func() and moved to the next\niteration, destroying the captured object - a use-after-free (debug builds).\nCapture filename/linenumber by value instead.",
          "is_bot": false,
          "headline": "core: capture callback watchdog fields by value to avoid data race",
          "author_name": "Julian Oes",
          "author_login": "julianoes",
          "committed_at": "2026-07-15T00:23:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4687bc2af6fbfc1c53eee0073e4720fa1b942a9a",
          "body": "send_raw_bytes() calls _socket.send_to() synchronously on a caller thread while\nholding _remote_mutex, but stop() closed the socket from the io thread without\ntaking that mutex. asio forbids closing a socket concurrently with another\noperation on it, so a send during teardown was a data race. Hold _remote_mutex\nwhile closing in both stop() paths.",
          "is_bot": false,
          "headline": "core: serialize UDP socket close against concurrent send_to",
          "author_name": "Julian Oes",
          "author_login": "julianoes",
          "committed_at": "2026-07-15T00:23:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6d68e3d734a4ed5f98e705bb3f9f1bc4286e8604",
          "body": "The inet_ntop return value was ignored and the (uninitialized) buffer was read\nunconditionally, so a failure would build the address from stack garbage and an\nempty result would still be returned as a successful (empty) string. Zero-init\nthe buffer, only accept the address when inet_ntop succeeds, and return\nnullopt otherwise.",
          "is_bot": false,
          "headline": "core: check inet_ntop result in resolve_hostname_to_ip",
          "author_name": "Julian Oes",
          "author_login": "julianoes",
          "committed_at": "2026-07-15T00:23:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "fa747adfe6708bec2afba52a0947c577dd4438e0",
          "body": "ReceiveIncomingMission::process_mission_item_int pushed every received\nMISSION_ITEM_INT without checking seq against _next_sequence and refreshed the\ntimeout each time, so a peer streaming items (e.g. all seq 0) grew _items\nwithout bound while the transfer never timed out. Guard on\n_next_sequence == item_int.seq, mirroring the download client.",
          "is_bot": false,
          "headline": "core: ignore duplicate/out-of-order mission items on the server",
          "author_name": "Julian Oes",
          "author_login": "julianoes",
          "committed_at": "2026-07-15T00:23:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cbac9c089d48160f54bdde6a4d39aa4ecf5669b2",
          "body": "On a burst download gap, the client did std::vector<char>(payload->offset -\ncurrent_offset) to zero-fill the missing range. payload->offset is a 32-bit\nvalue from the server checked only to be >= current_offset, so a crafted offset\ncould request a ~4 GB allocation (and disk write) - OOM/abort under\n-fno-exceptions. Reject any offset beyond the known file size.",
          "is_bot": false,
          "headline": "core: reject FTP burst offset past file size to avoid huge allocation",
          "author_name": "Julian Oes",
          "author_login": "julianoes",
          "committed_at": "2026-07-15T00:23:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "21cba79b499a571edd5999e6b022e77324780053",
          "body": "ACCUMULATION_BUFFER_SIZE was one max message (~280 bytes), but set_new_datagram\nappends a whole read (up to the 2048-byte connection receive buffer) and trims\nto the cap *before* parsing. A TCP read or batched UDP datagram carrying several\nmessages therefore had all but its ~280-byte tail erased, so\n[…]\ne libmav\n(MavlinkDirect) receive path dropped most messages on busy links. Size the cap\nto a full read plus one message; the parser already drains the buffer, so this\nonly ever acts as a safety valve.",
          "is_bot": false,
          "headline": "core: enlarge libmav accumulation buffer to avoid dropping messages",
          "author_name": "Julian Oes",
          "author_login": "julianoes",
          "committed_at": "2026-07-15T00:23:32Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "87372297046ed8e63429dcea81969d7dad2c788c",
          "body": "all_parameters(false) returned a filtered vector whose entries kept their\nfull-set index, but param_by_index() indexes that vector by the raw wire index\nand count(false) reports the filtered size. When extended-only params are\ninterspersed, the stored index no longer matched the position: param_by_i\n[…]\ntripped assert(param.index == param_index), and\nbroadcast_all_parameters(false) advertised param_index values >= param_count.\nReassign contiguous indices to the filtered view so it is self-consistent.",
          "is_bot": false,
          "headline": "core: reindex non-extended parameter view contiguously",
          "author_name": "Julian Oes",
          "author_login": "julianoes",
          "committed_at": "2026-07-15T00:23:31Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "46b3c9adec090058ceec15455e45061fdf4a5e15",
          "body": "std::from_chars stops at the first non-digit and still reports success, so\nconnection URLs like udpout://host:8080abc or serial:///dev/ttyUSB0:57600xyz\nwere accepted with the leading number silently. Require that the entire\nstring_view was consumed.",
          "is_bot": false,
          "headline": "core: reject trailing garbage when parsing port and baudrate",
          "author_name": "Julian Oes",
          "author_login": "julianoes",
          "committed_at": "2026-07-15T00:23:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2e1c78ca10395ec9d541f0980bcea295f88beea6",
          "body": "When HOME is unset, the code dereferenced getpwuid(getuid())->pw_dir before the\nsubsequent NULL check. getpwuid() returns NULL when the uid has no passwd entry\n(common in minimal containers/sandboxes), causing a NULL dereference. Check the\npasswd pointer before reading pw_dir.",
          "is_bot": false,
          "headline": "core: guard against NULL getpwuid() in get_cache_directory",
          "author_name": "Julian Oes",
          "author_login": "julianoes",
          "committed_at": "2026-07-14T09:02:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "93a625b7365f48c9f0d18d9b87e9c25fb573a364",
          "body": "_work_write seeks the output stream with ofstream.seekp() but then tested\nifstream.fail() to detect a seek error, so a failed seek on the write stream\nwent undetected. Check ofstream.fail().",
          "is_bot": false,
          "headline": "core: check ofstream (not ifstream) after seekp in FTP _work_write",
          "author_name": "Julian Oes",
          "author_login": "julianoes",
          "committed_at": "2026-07-14T09:02:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "845f382a4b97cebc05029960054ae6f9e9df42f1",
          "body": "The MissingParam and non-extended WrongType branches set send_error=true and\nreturned out of the whole function, skipping the trailing 'if (send_error)\nsend_param_error(...)' block, so the server never emitted PARAM_ERROR. Clients\nthen waited through their full retry/timeout cycle instead of getting an\nimmediate DoesNotExist/TypeMismatch. Break out of the switch instead of\nreturning so the deferred send runs.",
          "is_bot": false,
          "headline": "core: send PARAM_ERROR for missing/wrong-type non-extended PARAM_SET",
          "author_name": "Julian Oes",
          "author_login": "julianoes",
          "committed_at": "2026-07-14T09:02:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3e70e892383128b3d8a5ee8db950f9ee6f967231",
          "body": "process_param_set_internally called find_and_call_subscriptions_value_changed\nwhile holding _all_params_mutex. Those callbacks are arbitrary user code; if one\nre-entered a server API that also takes _all_params_mutex it would self-deadlock\non the non-recursive mutex on the io thread, stalling all MAVLink processing.\nPost the notification onto the io_context so it runs after the lock is released,\nmatching provide_server_param().",
          "is_bot": false,
          "headline": "core: don't invoke param subscription callbacks under _all_params_mutex",
          "author_name": "Julian Oes",
          "author_login": "julianoes",
          "committed_at": "2026-07-14T09:02:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9235e523e0f6b12a4a0ece4957c66cb0bba9f33c",
          "body": "The burst worker ran _send_burst_packet(), which locked _mutex, while _reset()/\n_work_burst()/_work_terminate() set burst_stop and join()ed that thread while\nalready holding _mutex. If the worker re-entered _send_burst_packet() before\nseeing burst_stop, it blocked forever on _mutex and join() never \n[…]\n_stop atomic and have the worker try_lock _mutex, so it can observe\nthe stop request and exit even while the joining thread holds the lock.\n_send_burst_packet() now requires the caller to hold _mutex.",
          "is_bot": false,
          "headline": "core: fix FTP server deadlock joining burst thread while holding _mutex",
          "author_name": "Julian Oes",
          "author_login": "julianoes",
          "committed_at": "2026-07-14T09:02:50Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6c643aaae553bbadec1acdd56380cf3cc63f09f0",
          "body": "_configuration was written under _server_components_mutex, read under _mutex in\nget_configuration(), and read with no lock at all in get_mav_type/get_autopilot/\nget_mav_autopilot/get_compatibility_mode/effective_autopilot and the component-\ntype checks in message processing. Writer and readers share\n[…]\nt guards only\n_configuration and is never held while taking another lock, so it cannot invert\nwith _mutex / _server_components_mutex. Route all reads through it (adding a\nget_component_type() helper).",
          "is_bot": false,
          "headline": "core: guard MavsdkImpl::_configuration with a dedicated mutex",
          "author_name": "Julian Oes",
          "author_login": "julianoes",
          "committed_at": "2026-07-14T08:52:08Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cffa8f6dca325f924d456638f9d235baac1ff603",
          "body": "The call used the single-iterator erase overload with the iterator returned by\nstd::remove_if. Unregistering a cookie that was not present makes remove_if\nreturn end(), so erase(end()) is undefined behaviour; even a matching cookie\nonly worked by luck. Use the two-argument erase(remove_if(...), end()).",
          "is_bot": false,
          "headline": "core: fix erase-remove idiom in unregister_statustext_handler",
          "author_name": "Julian Oes",
          "author_login": "julianoes",
          "committed_at": "2026-07-14T08:52:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "62c60ac771c47887ee365b2662a5a9d5490d06af",
          "body": "The skip condition used 'message_id != msgid && target_component == compid',\nso a work item was matched whenever the message id differed OR the component\nmatched. An unrelated incoming message could complete the wrong pending request\nwith Result::Success and the wrong payload. Skip unless both the message id and\ncomponent match, mirroring handle_timeout.",
          "is_bot": false,
          "headline": "core: fix message matching in MavlinkRequestMessage::handle_any_message",
          "author_name": "Julian Oes",
          "author_login": "julianoes",
          "committed_at": "2026-07-14T08:52:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c863cdfa2e18ff5d881263a10ee1445477d756f9",
          "body": "A request that received a Success command ack schedules a 1s TimeoutHandler\ncallback capturing 'this'. The destructor unregistered the message handler but\nnever removed these timeout cookies, so if the object was destroyed (system\ndisconnect/shutdown) while a request was in flight, TimeoutHandler would later\ninvoke handle_timeout on freed memory. Remove all pending cookies on teardown,\nmatching the mission-transfer WorkItem destructors.",
          "is_bot": false,
          "headline": "core: cancel pending timeouts in MavlinkRequestMessage destructor",
          "author_name": "Julian Oes",
          "author_login": "julianoes",
          "committed_at": "2026-07-14T08:52:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5c5eea8b2e1bd1c57fc20eceb12518858a1eb572",
          "body": "The file handle from fopen(path, \"wb\") was never checked for nullptr. It was\nhanded to libcurl's default fwrite writer (CURLOPT_WRITEFUNCTION == NULL) and\nunconditionally fclose()d. An unwritable local_path (missing parent directory\nor permissions) therefore caused a NULL FILE* dereference in fwrite or fclose.\nBail out cleanly if the file cannot be opened.",
          "is_bot": false,
          "headline": "core: check fopen result before using it in download_file_to_path",
          "author_name": "Julian Oes",
          "author_login": "julianoes",
          "committed_at": "2026-07-14T08:52:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
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          "is_bot": false,
          "headline": "core: lock _system_ids when inserting from the libmav receive path",
          "author_name": "Julian Oes",
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          "body": "uri_is_mavlinkftp parsed the optional [;comp=<N>] prefix of a COMPONENT_METADATA\nuri with std::stoi. The uri is autopilot-supplied, so a value greater than\nINT_MAX (e.g. mftp://[;comp=99999999999]/x.json) threw std::out_of_range, which\nunder -fno-exceptions calls std::terminate() - a trivially triggerable remote\nDoS. Parse with std::strtol and validate the full string and the 0..255 range.",
          "is_bot": false,
          "headline": "core: avoid std::stoi terminate() when parsing metadata uri component id",
          "author_name": "Julian Oes",
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          "body": "…alue\n\nMAV_PARAM_EXT_TYPE_CUSTOM used strlen() on param_value, a char[128] that\nMAVLink does not guarantee to be null-terminated. A full 128-byte value with\nno zero byte made strlen scan past the field into adjacent struct memory; the\nstd::min(128, ...) cap was applied only after the over-read. Use strnlen with\nthe 128-byte bound, matching set_from_mavlink_param_ext_value.",
          "is_bot": false,
          "headline": "core: fix out-of-bounds read on non-terminated PARAM_EXT_SET custom v…",
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          "body": "The helper scanned the fixed 239-byte data[] buffer using max_data_length\nregardless of the sender-supplied payload.size, and never bounds-checked the\nrunning start/end offsets. Because max_data_length is uint8_t and start is\nsize_t, 'max_data_length - start' underflows to a huge value once start ex\n[…]\nCOL message (e.g. CMD_RENAME) with a NUL-free field\nmade strnlen read far past the buffer.\n\nBound all scanning by the validated payload.size and clamp offsets so the\nmemcpy can never read past data[].",
          "is_bot": false,
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          "author_name": "Julian Oes",
          "author_login": "julianoes",
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          "body": "…or v4 (#2917)\n\n* core: deprecate intercept_{incoming,outgoing}_messages_async\n\n* mavlink_passthrough: mark class as [[deprecated]] for v4\n\n* mavlink_passthrough: use DEPRECATED macro instead of [[deprecated]]\n\n* mavlink_passthrough: deprecate individual methods instead of the class\n\n* test: port In\n[…]\n-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>\n\n* fix: resolve merge conflict - update intercept.cpp to use nlohmann/json\n\n---------\n\nCo-authored-by: Claude Sonnet 4.6 <noreply@anthropic.com>",
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          "is_bot": false,
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          "body": "Relative Mission/MissionRaw links under general_usage pointed at .html\nfiles that do not exist in the docs tree (sources are .md). Also fix\nmesssages → messages in the MavlinkDirect guide.",
          "is_bot": false,
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          "is_bot": false,
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          "author_name": "Ban Siesta (Bot)",
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          "is_bot": false,
          "headline": "gimbal: wait for device info before announcing gimbal (#2920)",
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          "is_bot": false,
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          "is_bot": false,
          "headline": "log_streaming: fix backend teardown race",
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                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 9 days ago",
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                "details": [
                  {
                    "code": "release_recency",
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                      "days": 9
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                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~26.5 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
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                      "gap": 26.5
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                ],
                "max_points": 27
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              {
                "key": "openssf_scorecard_signed_releases",
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                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
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                "max_points": 10
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            ]
          },
          {
            "key": "abandonment",
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            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
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              "days_since_last_human_commit_is_floor": false
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            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 4 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
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                      "days": 4
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                  }
                ],
                "max_points": 100
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            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "moderate",
        "name": "Community & Adoption",
        "value": 67,
        "weight": 0.18,
        "metrics": [
          {
            "key": "popularity",
            "band": "good",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 81,
            "inputs": {
              "forks": 633,
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              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
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            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "915 stars",
                "points": 48,
                "status": "partial",
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                      "count": 915
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                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
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                "detail": "633 forks",
                "points": 23.3,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
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                      "count": 633
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                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
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                "detail": "48 watchers",
                "points": 9.3,
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                "details": [
                  {
                    "code": "watchers",
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                ],
                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
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            "name": "Community health",
            "note": null,
            "notes": [],
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            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": false,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "has_pull_request_template": false
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            "components": [
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                "key": "readme",
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              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (BSD-3-Clause)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "BSD-3-Clause"
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                  }
                ],
                "max_points": 22.5
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              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
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                "status": "missed",
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              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
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              },
              {
                "key": "issue_template",
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                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
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                "key": "pr_template",
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                "points": 0,
                "status": "missed",
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                "max_points": 6.3
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            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 67,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "bus_factor": 1,
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              "top_contributor_share": 0.688
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            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
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                    "code": "bus_factor",
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                      "count": 1
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                ],
                "max_points": 54
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              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 69% of commits",
                "points": 7,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
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                      "share": 69
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                "max_points": 22.5
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              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "99 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
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                    "code": "contributors_sampled",
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                      "count": 99
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                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 29 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
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            ]
          },
          {
            "key": "responsiveness",
            "band": "excellent",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 91,
            "inputs": {
              "merged_prs": 1740,
              "open_issues": 42,
              "closed_issues": 928,
              "issue_closed_ratio": 0.957,
              "closed_unmerged_prs": 302
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            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "96% of issues closed",
                "points": 44.7,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 96
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                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "1740/2042 decided PRs merged",
                "points": 32.6,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 1740,
                      "decided": 2042
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                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 25/27 approved changesets -- score normalized to 9",
                "points": 13.5,
                "status": "partial",
                "details": [],
                "max_points": 15
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            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 75,
            "inputs": {
              "followers": 825,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "mavlink",
              "public_repos": 40,
              "account_age_days": 5469
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "825 followers of mavlink",
                "points": 21,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 825,
                      "login": "mavlink"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "40 public repos, account ~14 yr old",
                "points": 23.7,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 40
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 14
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 77,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "7 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 7
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                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "27 out of 27 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
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            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "mavlink",
                "cpp",
                "cpp17",
                "ardupilot",
                "px4"
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              "has_wiki": false,
              "homepage": "https://mavsdk.mavlink.io",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://mavsdk.mavlink.io",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "5 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
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                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
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                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 68,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "branch_protection",
                    "packaging"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 60,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 6
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
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                ],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "27 out of 27 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 25/27 approved changesets -- score normalized to 9",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 29 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is fuzzed",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 7 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "5 existing vulnerabilities detected",
                "points": 3.8,
                "status": "partial",
                "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 263 resolved dependencies against OSV; 4 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.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 263
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 4
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 5,
              "affected_packages": 3,
              "assessed_packages": 263,
              "unassessed_packages": 4,
              "affected_by_severity": "high 3",
              "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": 263,
              "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": 9
            },
            "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": 52,
        "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": 1,
              "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": "100 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 100,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 47,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "package-lock.json",
                "yarn.lock"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": true,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.02,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "C++ (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C++"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "devcontainer, Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "devcontainer, Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "2 of the last 100 commits agent-authored or agent-credited",
                "points": 4,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 2,
                      "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": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 98,
            "inputs": {
              "primary_language": "C++",
              "largest_source_bytes": 177212,
              "source_files_sampled": 810,
              "oversized_source_files": 23
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "C++ (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "C++"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "23/810 source files over 60KB",
                "points": 53.4,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 810,
                      "oversized": 23
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "example",
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "example, examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "example, examples"
                    }
                  }
                ],
                "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",
    "Could not fetch pypi package 'mavsdk4' from its registry",
    "Could not fetch pypi package 'aiomavsdk' from its registry"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-27T02:12:28.436018Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/mavlink/MAVSDK.svg",
  "full_name": "mavlink/MAVSDK",
  "license_state": "standard",
  "license_spdx": "BSD-3-Clause"
}

Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v1.13.0, schema v0.27.0 — full methodology · metrics wiki.

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