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docs(roadmap): add specs for items 67, 70 and 74 - #364
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These are the generic pieces that robotics-toolbox-cpp's localization family needs: - 67 PointSetAlignment (Kabsch/Umeyama): weighted rigid or similarity fit with the reflection fix, a 2-D closed form and 3-D degeneracy rejection. Used for point-to-point ICP and calibration. - 70 ParticleFilter: bounded SIR with log-domain weights, effective sample size, and systematic resampling from a caller-supplied uniform. Motion and likelihood are passed as callables. - 74 ResidualKalmanUpdate (new item): stateless Joseph-form update from a caller-formed residual, returning the NIS, with a χ² gate. ExtendedKalmanFilter can't serve wrapped bearings, per-landmark measurement models or Mahalanobis gating, because it forms z − h(x) itself and does not expose S. All test vectors were checked in double precision. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_01Mmp77ieEy16GxJL8KsLsVx
Contributor
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| Descriptor | Linter | Files | Fixed | Errors | Max errors | Warnings | Elapsed time |
|---|---|---|---|---|---|---|---|
| ✅ ACTION | actionlint | 7 | 0 | 0 | 0.55s | ||
| ✅ CPP | clang-format | 476 | 9 | 0 | 0 | 4.43s | |
| ✅ CPP | cppcheck | 476 | 0 | 0 | 9.85s | ||
| ✅ DOCKERFILE | hadolint | 1 | 0 | 0 | 0.69s | ||
| ✅ JSON | jsonlint | 8 | 0 | 0 | 0.11s | ||
| ✅ JSON | prettier | 8 | 8 | 0 | 0 | 0.47s | |
| markdownlint | 156 | 2 | 165 | 0 | 3.46s | ||
| ✅ MARKDOWN | markdown-table-formatter | 156 | 12 | 0 | 0 | 0.43s | |
| lychee | 267 | 25 | 0 | 21.51s | |||
| ✅ YAML | prettier | 12 | 3 | 0 | 0 | 0.64s | |
| ✅ YAML | yamllint | 12 | 0 | 0 | 0.62s |
Detailed Issues
⚠️ SPELL / lychee - 25 errors
📝 Summary
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🔍 Total..........613
🔗 Unique.........457
✅ Successful.....576
⏳ Timeouts.........0
🔀 Redirected.....148
👻 Excluded........11
❓ Unknown..........0
🚫 Errors..........25
⛔ Unsupported.....25
Errors in .github/workflows/static-analysis.yml
[403] https://binaries.sonarsource.com/Distribution/sonar-scanner-cli/sonar-scanner-cli-$ (at 37:21) | Rejected status code: 403 Forbidden
Errors in CHANGELOG.md
[404] https://github.com/embedded-pro/embedded-numerical-toolbox/issues/1 (at 206:31) | Rejected status code: 404 Not Found
[404] https://github.com/embedded-pro/embedded-numerical-toolbox/issues/12 (at 221:8) | Rejected status code: 404 Not Found
[404] https://github.com/embedded-pro/embedded-numerical-toolbox/issues/13 (at 220:7) | Rejected status code: 404 Not Found
[404] https://github.com/embedded-pro/embedded-numerical-toolbox/issues/15 (at 215:18) | Rejected status code: 404 Not Found
[404] https://github.com/embedded-pro/embedded-numerical-toolbox/issues/18 (at 205:62) | Rejected status code: 404 Not Found
[404] https://github.com/embedded-pro/embedded-numerical-toolbox/issues/2 (at 213:34) | Rejected status code: 404 Not Found
[404] https://github.com/embedded-pro/embedded-numerical-toolbox/issues/24 (at 210:19) | Rejected status code: 404 Not Found
[404] https://github.com/embedded-pro/embedded-numerical-toolbox/issues/26 (at 211:30) | Rejected status code: 404 Not Found
[404] https://github.com/embedded-pro/embedded-numerical-toolbox/issues/27 (at 208:23) | Rejected status code: 404 Not Found
[404] https://github.com/embedded-pro/embedded-numerical-toolbox/issues/3 (at 204:35) | Rejected status code: 404 Not Found
[404] https://github.com/embedded-pro/embedded-numerical-toolbox/issues/4 (at 214:34) | Rejected status code: 404 Not Found
[404] https://github.com/embedded-pro/embedded-numerical-toolbox/issues/6 (at 212:53) | Rejected status code: 404 Not Found
[404] https://github.com/embedded-pro/embedded-numerical-toolbox/issues/7 (at 209:32) | Rejected status code: 404 Not Found
[404] https://github.com/embedded-pro/embedded-numerical-toolbox/issues/9 (at 207:15) | Rejected status code: 404 Not Found
Errors in doc/filters/active/AhrsMadgwickMahony.md
[ERROR] file://doc/filters/ComplementaryFilter.md (at 131:3) | File not found. Check if file exists and path is correct
Errors in doc/filters/active/ExtendedKalmanFilter.md
[ERROR] file://doc/dynamics/EulerLagrange.md (at 130:3) | File not found. Check if file exists and path is correct
Errors in doc/filters/active/KalmanFilter.md
[ERROR] file://doc/filters/controllers/Lqr.md (at 114:77) | File not found. Check if file exists and path is correct
[ERROR] file://doc/filters/controllers/Lqr.md (at 133:3) | File not found. Check if file exists and path is correct
[ERROR] file://doc/filters/controllers/Pid.md (at 135:3) | File not found. Check if file exists and path is correct
[ERROR] file://doc/filters/solvers/DiscreteAlgebraicRiccatiEquation.md (at 134:3) | File not found. Check if file exists and path is correct
Errors in doc/performance-optimization/README.md
[403] https://developer.arm.com/documentation/100166/latest/ (at 472:3) | Rejected status code: 403 Forbidden
[403] https://developer.arm.com/documentation/dui0473/latest (at 474:3) | Rejected status code: 403 Forbidden
Errors in README.md
[ERROR] file:///releases/latest (at 39:14) | File not found. Check if file exists and path is correct
[404] https://embedded-pro.github.io/embedded-dsp-control/ (at 38:1) | Rejected status code: 404 Not Found
Hint: Followed 148 redirects. You might want to consider replacing redirecting URLs with the resolved URLs. Use verbose mode (`-v`/`-vv`) to see redirection details.
Hint: You can configure accepted/rejected response codes with `-a` or `--accept`
⚠️ MARKDOWN / markdownlint - 165 errors
rror MD041/first-line-heading/first-line-h1 First line in a file should be a top-level heading [Context: "Triage requests and route to t..."]
.github/agents/planner.agent.md:11 error MD041/first-line-heading/first-line-h1 First line in a file should be a top-level heading [Context: "Canonical rules: `AGENTS.md`. ..."]
.github/agents/reviewer.agent.md:14 error MD041/first-line-heading/first-line-h1 First line in a file should be a top-level heading [Context: "Canonical rules: `AGENTS.md`. ..."]
.github/agents/unit-tester.agent.md:11 error MD041/first-line-heading/first-line-h1 First line in a file should be a top-level heading [Context: "You add or extend the unit tes..."]
.github/instructions/numerical-cpp.instructions.md:71:401 error MD013/line-length Line length [Expected: 400; Actual: 615]
.github/instructions/numerical-cpp.instructions.md:76:401 error MD013/line-length Line length [Expected: 400; Actual: 423]
.github/prompts/orchestrate.prompt.md:8:401 error MD013/line-length Line length [Expected: 400; Actual: 496]
.github/prompts/orchestrate.prompt.md:8 error MD041/first-line-heading/first-line-h1 First line in a file should be a top-level heading [Context: "Analyze the following task for..."]
.github/prompts/unit-test.prompt.md:8 error MD041/first-line-heading/first-line-h1 First line in a file should be a top-level heading [Context: "Author (or extend) the unit te..."]
CHANGELOG.md:26 error MD024/no-duplicate-heading Multiple headings with the same content [Context: "Bug Fixes"]
CHANGELOG.md:38 error MD024/no-duplicate-heading Multiple headings with the same content [Context: "Bug Fixes"]
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CHANGELOG.md:64 error MD024/no-duplicate-heading Multiple headings with the same content [Context: "Features"]
CHANGELOG.md:133 error MD024/no-duplicate-heading Multiple headings with the same content [Context: "Miscellaneous"]
CHANGELOG.md:151 error MD024/no-duplicate-heading Multiple headings with the same content [Context: "Build System"]
CHANGELOG.md:179 error MD024/no-duplicate-heading Multiple headings with the same content [Context: "⚠ BREAKING CHANGES"]
CHANGELOG.md:183 error MD024/no-duplicate-heading Multiple headings with the same content [Context: "Features"]
CHANGELOG.md:195 error MD024/no-duplicate-heading Multiple headings with the same content [Context: "Bug Fixes"]
CHANGELOG.md:202 error MD024/no-duplicate-heading Multiple headings with the same content [Context: "Features"]
CHANGELOG.md:218 error MD024/no-duplicate-heading Multiple headings with the same content [Context: "Bug Fixes"]
doc/analysis/Decibels.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 637]
doc/analysis/GoertzelAlgorithm.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 492]
doc/analysis/GoertzelAlgorithm.md:93:401 error MD013/line-length Line length [Expected: 400; Actual: 757]
doc/analysis/GoertzelAlgorithm.md:109:401 error MD013/line-length Line length [Expected: 400; Actual: 451]
doc/analysis/HilbertTransform.md:31:34 error MD056/table-column-count Table column count [Expected: 2; Actual: 4; Too many cells, extra data will be missing]
doc/analysis/PowerDensitySpectrum.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 509]
doc/analysis/PowerDensitySpectrum.md:104:20 error MD056/table-column-count Table column count [Expected: 2; Actual: 6; Too many cells, extra data will be missing]
doc/analysis/PowerDensitySpectrum.md:104:17 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/analysis/PowerDensitySpectrum.md:104:20 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/analysis/PowerDensitySpectrum.md:104:32 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/analysis/PowerDensitySpectrum.md:104:38 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/analysis/PowerDensitySpectrum.md:104:45 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/analysis/PowerDensitySpectrum.md:104:135 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/analysis/SignalDetectors.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 481]
doc/control_analysis/FrequencyResponse.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 469]
doc/control_analysis/README.md:11:68 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/control_analysis/README.md:11:147 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/control_analysis/README.md:12:53 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/control_analysis/README.md:12:172 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/control_analysis/README.md:13:68 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/control_analysis/README.md:13:151 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/control_analysis/RootLocus.md:69 error MD040/fenced-code-language Fenced code blocks should have a language specified [Context: "```"]
doc/control_analysis/TransferFunctionStateSpace.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 589]
doc/controllers/Feedforward2Dof.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 627]
doc/controllers/FrictionCompensation.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 420]
doc/controllers/FrictionCompensation.md:29:401 error MD013/line-length Line length [Expected: 400; Actual: 406]
doc/controllers/FrictionCompensation.md:44:401 error MD013/line-length Line length [Expected: 400; Actual: 436]
doc/controllers/GainScheduledController.md:7:401 error MD013/line-length Line length [Expected: 400; Actual: 454]
doc/controllers/LeadLagCompensator.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 639]
doc/controllers/Lqg.md:7:401 error MD013/line-length Line length [Expected: 400; Actual: 428]
doc/controllers/SaturationRateLimiter.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 451]
doc/controllers/SaturationRateLimiter.md:7:401 error MD013/line-length Line length [Expected: 400; Actual: 477]
doc/estimators/ExpectationMaximization.md:104:103 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/estimators/LmsAdaptiveFilter.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 547]
doc/estimators/README.md:11:128 error MD056/table-column-count Table column count [Expected: 2; Actual: 3; Too many cells, extra data will be missing]
doc/estimators/README.md:11:128 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/AhrsMadgwickMahony.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 538]
doc/filters/active/AhrsMadgwickMahony.md:7:401 error MD013/line-length Line length [Expected: 400; Actual: 554]
doc/filters/active/AlphaBetaFilter.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 419]
doc/filters/active/AlphaBetaFilter.md:7:401 error MD013/line-length Line length [Expected: 400; Actual: 451]
doc/filters/active/KalmanSmoother.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 421]
doc/filters/active/KalmanSmoother.md:111:28 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/KalmanSmoother.md:111:61 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/KalmanSmoother.md:111:110 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/KalmanSmoother.md:122:19 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/KalmanSmoother.md:122:27 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/KalmanSmoother.md:122:67 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/KalmanSmoother.md:123:19 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/KalmanSmoother.md:123:27 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/KalmanSmoother.md:123:67 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/KalmanSmoother.md:124:19 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/KalmanSmoother.md:124:27 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/KalmanSmoother.md:124:67 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/KalmanSmoother.md:125:19 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/KalmanSmoother.md:125:27 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/KalmanSmoother.md:125:67 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/UnscentedKalmanFilter.md:11:401 error MD013/line-length Line length [Expected: 400; Actual: 468]
doc/filters/active/UnscentedKalmanFilter.md:149:65 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/active/UnscentedKalmanFilter.md:149:153 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/passive/MedianFilter.md:69:25 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/passive/MedianFilter.md:69:43 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/passive/MedianFilter.md:70:51 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/passive/MedianFilter.md:70:96 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/README.md:13:74 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/README.md:13:179 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/README.md:14:74 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/README.md:14:179 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/README.md:15:74 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/README.md:15:179 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/README.md:16:74 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/README.md:16:179 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/README.md:17:74 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/filters/README.md:17:179 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/math/AngleUtilities.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 603]
doc/math/AngleUtilities.md:58:401 error MD013/line-length Line length [Expected: 400; Actual: 438]
doc/math/CubicSpline.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 453]
doc/math/CubicSpline.md:38:401 error MD013/line-length Line length [Expected: 400; Actual: 476]
doc/math/GivensRotation.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 429]
doc/math/HouseholderTransform.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 455]
doc/math/MatrixExponential.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 555]
doc/math/MatrixNorms.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 452]
doc/math/MatrixNorms.md:42:67 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/math/MatrixNorms.md:43:67 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/math/MatrixNorms.md:44:67 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/math/MatrixNorms.md:45:67 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/math/MatrixNorms.md:46:67 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/math/SE3Transform.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 538]
doc/math/SE3Transform.md:7:401 error MD013/line-length Line length [Expected: 400; Actual: 546]
doc/math/SE3Transform.md:23:401 error MD013/line-length Line length [Expected: 400; Actual: 494]
doc/math/SE3Transform.md:43:401 error MD013/line-length Line length [Expected: 400; Actual: 464]
doc/math/SE3Transform.md:126:401 error MD013/line-length Line length [Expected: 400; Actual: 414]
doc/math/StepResponseMetrics.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 514]
doc/math/StepResponseMetrics.md:61 error MD040/fenced-code-language Fenced code blocks should have a language specified [Context: "```"]
doc/motion_profiles/SCurveProfile.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 438]
doc/motion_profiles/SCurveProfile.md:53:401 error MD013/line-length Line length [Expected: 400; Actual: 480]
doc/motion_profiles/TrapezoidalProfile.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 474]
doc/nonlinear_control/BacksteppingControl.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 594]
doc/nonlinear_control/FeedbackLinearization.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 533]
doc/nonlinear_control/FeedbackLinearization.md:15:401 error MD013/line-length Line length [Expected: 400; Actual: 491]
doc/nonlinear_control/ModelReferenceAdaptiveControl.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 587]
doc/nonlinear_control/README.md:9:80 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/nonlinear_control/README.md:9:258 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/nonlinear_control/README.md:10:80 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/nonlinear_control/README.md:10:258 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/nonlinear_control/README.md:11:80 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/nonlinear_control/README.md:11:270 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/optimization/LevenbergMarquardt.md:7:401 error MD013/line-length Line length [Expected: 400; Actual: 437]
doc/optimization/LevenbergMarquardt.md:42:401 error MD013/line-length Line length [Expected: 400; Actual: 511]
doc/optimization/LevenbergMarquardt.md:57:401 error MD013/line-length Line length [Expected: 400; Actual: 410]
doc/regularization/Regularization.md:100:32 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/regularization/Regularization.md:100:135 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/robust_control/ActiveDisturbanceRejection.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 699]
doc/robust_control/ActiveDisturbanceRejection.md:85:401 error MD013/line-length Line length [Expected: 400; Actual: 575]
doc/robust_control/ActiveDisturbanceRejection.md:93:401 error MD013/line-length Line length [Expected: 400; Actual: 622]
doc/robust_control/DisturbanceObserver.md:7:401 error MD013/line-length Line length [Expected: 400; Actual: 476]
doc/robust_control/README.md:12:259 error MD060/table-column-style Table column style [Table pipe does not align with header for style "aligned"]
doc/robust_control/SlidingModeControl.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 644]
doc/solvers/ActiveSetQp.md:7:401 error MD013/line-length Line length [Expected: 400; Actual: 584]
doc/solvers/ActiveSetQp.md:71:401 error MD013/line-length Line length [Expected: 400; Actual: 703]
doc/solvers/ActiveSetQp.md:107:401 error MD013/line-length Line length [Expected: 400; Actual: 421]
doc/solvers/ConditionNumber.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 461]
doc/solvers/ConditionNumber.md:51:401 error MD013/line-length Line length [Expected: 400; Actual: 425]
doc/solvers/DampedPseudoInverse.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 531]
doc/solvers/DampedPseudoInverse.md:89:401 error MD013/line-length Line length [Expected: 400; Actual: 581]
doc/solvers/JacobiEigenSolver.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 443]
doc/solvers/JacobiEigenSolver.md:7:401 error MD013/line-length Line length [Expected: 400; Actual: 609]
doc/solvers/JacobiEigenSolver.md:45:401 error MD013/line-length Line length [Expected: 400; Actual: 427]
doc/solvers/RungeKuttaIntegrators.md:9:401 error MD013/line-length Line length [Expected: 400; Actual: 509]
doc/solvers/SpectralRadius.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 665]
doc/solvers/SymplecticIntegrators.md:7:401 error MD013/line-length Line length [Expected: 400; Actual: 486]
doc/solvers/SymplecticIntegrators.md:35:401 error MD013/line-length Line length [Expected: 400; Actual: 476]
doc/solvers/SymplecticIntegrators.md:63:401 error MD013/line-length Line length [Expected: 400; Actual: 431]
doc/windowing/window.md:5:401 error MD013/line-length Line length [Expected: 400; Actual: 415]
README.md:1 error MD041/first-line-heading/first-line-h1 First line in a file should be a top-level heading [Context: "[
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npx mega-linter-runner@10.1.0 --custom-flavor-setup --custom-flavor-linters ACTION_ACTIONLINT,CPP_CPPCHECK,CPP_CLANG_FORMAT,DOCKERFILE_HADOLINT,JSON_JSONLINT,JSON_PRETTIER,MARKDOWN_MARKDOWNLINT,MARKDOWN_MARKDOWN_TABLE_FORMATTER,SPELL_LYCHEE,YAML_PRETTIER,YAML_YAMLLINT

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Adds specs (
implementation.md,tests.md,explanation.md) for the generic pieces that robotics-toolbox-cpp's localization family (E1–E5) builds on.solvers::PointSetAlignment(Kabsch/Umeyama) — weighted rigid or similarity fit. Kabsch reflection fix, closed form in 2-D (atan2), and rejection of 3-D collinear input. Used for point-to-point ICP (E5) and hand-eye calibration (C1).filters::ParticleFilter— bounded SIR filter:float;infra::Functioncapture limit.filters::ResidualKalmanUpdate(new item) — stateless Joseph-form update from a residual the caller forms. Returns the NIS and applies a χ² gate.ExtendedKalmanFiltercan't serve E1/E3: it formsz − h(x)itself (so bearings can't be wrapped), fixeshat construction (E3 needs one per landmark), and doesn't exposeS(needed for gating and data association).CholeskyDecomposition,ConsistencyMetrics,CongruenceTransformandSymmetrize.ROADMAP.md: item 74 is added to the master list and Tier 2, items 67, 70 and 74 link their specs, and item 70's "Reuses" line is corrected (it does not useStatistics).roadmap/README.md: index entries added.All test vectors were checked in double precision, including Kabsch on mirrored input (proper rotation, rms 0.925196), particle-filter posteriors on a fixed grid, Kalman updates against the textbook equations, and the wrapped-angle case.
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