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Claude Skills by Borda
github.com/Borda96 skills0 installs140 views
- Debrief CodingRead local codemap telemetry logs and produce a diagnostic/usage report. Supports date filtering, session filtering, and optional anonymization before sharing. TRIGGER when: analyse recent codemap usage, debug query patterns, investigate errors, or prepare a shareable anonymized report of how codemap skills and CLI are being used.Votes: 0GitHub stars: 28
- Rename RefsAtomic rename of Python symbols or modules via the structural index — static callers, import sites, __all__ re-exports, Sphinx cross-refs; optional deprecated alias (--deprecate) or hard-delete (--remove-if-no-callers). TRIGGER: "rename X to Y" (function/class/method/module), "move module X to Y", "update all references to X". SKIP: non-Python; index not built (/codemap-py:scan-codebase first); local-variable rename; grep-only rename wanted; 1:N symbol splits; package directory rename (git mv).Votes: 0GitHub stars: 28
- Test ImpactIdentify which tests need rerunning after a code change — traces static call graph (function-level) or import graph (module-level) to find affected test files, then emits a ready-to-run pytest command. TRIGGER when: user asks which tests are affected by a change; phrases: "which tests are affected", "what tests cover this", "test impact of", "what tests to rerun".Votes: 0GitHub stars: 28
- Debrief CodingTelemetry report: `$codemap-py:debrief-coding [flags]`; skip integration/index/query.Votes: 0GitHub stars: 28
- IntegrationCodemap integration: audit|plan|apply|sync|demo; skip query/index rebuilds.Votes: 0GitHub stars: 28
- Query CodeQuery Codemap.Votes: 0GitHub stars: 28
- Rename Refs`$codemap-py:rename-refs`: rename Python names; skip non-Python/unbuilt/local/grep/split/pkg-dir.Votes: 0GitHub stars: 28
- Scan Codebase`$codemap-py:scan-codebase [flags]` only: Python index; never auto-invoke; skip query/integration.Votes: 0GitHub stars: 28
- Test Impact`$codemap-py:test-impact qname [--no-mocks]`: affected tests; skip caller/dependency query/exec.Votes: 0GitHub stars: 28
- Agent ShimsSafely manage Codex Rig role-agent shims: doctor, status, install, or remove; one action only.Votes: 0GitHub stars: 28
- AuditAudit Codex configuration and workflow contracts, including failures between individually successful steps, plus prompt-efficiency drift; emit evidence-backed gaps and measurable gates.Votes: 0GitHub stars: 28
- CalibrateCalibrate skills/role cards for leaks/gaps with recall, precision, and confidence-accuracy checks.Votes: 0GitHub stars: 28
- Code RemediateApply selected review fixes; bare PR targets use current online items, while PR +review adds the latest matching artifact.Votes: 0GitHub stars: 28
- Code ReviewClose PRs at an evidence gate or review local diffs/PRs with specialists and JSON artifacts.Votes: 0GitHub stars: 28
- ImplementImplement changes with a linear plan-build-verify workflow and measurable quality gates.Votes: 0GitHub stars: 28
- InvestigateInvestigate code debugging and root-cause narrowing; use measurable gates before fixes.Votes: 0GitHub stars: 28
- KaggleBuild/extend grounded Kaggle Jupytext notebooks for training, EDA, inference, or resume workflows, grounding schema and submission format through the authenticated kaggle CLI.Votes: 0GitHub stars: 28
- ManageManage Codex agents, skills, or config entries: create, update, or remove with guardrails.Votes: 0GitHub stars: 28
- ReleaseDraft release notes, changelogs, contributor credits, migration guides, and summaries from traced unreleased changes; assess SemVer readiness without publishing.Votes: 0GitHub stars: 28
- AssessAnalyze issue/PR/problem before implementation; produce source-backed findings and measurable gates.Votes: 0GitHub stars: 28
- Challenge ResolveIndependently review and fix a bounded task through convergence rounds, with evidence-backed closure and explicit stop/remediation decisions. Use for existing implementations, features, problems, or diffs needing adversarial review and repair.Votes: 0GitHub stars: 28
- Auth SetupConnect or troubleshoot Sentinel's URL-only Roboflow MCP sign-in. TRIGGER when: the user asks to connect Roboflow, sign in, authorize OAuth, configure the plugin, or diagnose unavailable/unauthorized Roboflow MCP tools; the user asks whether a Roboflow API key is required for plugin installation. SKIP when: Roboflow MCP tools already work; the task is purely local, such as discussing a labeling approach for raw footage, and needs no Roboflow operation; a generated standalone client needs cred...Votes: 0GitHub stars: 4
- Check Sentinel SetupRun an offline Sentinel package doctor and separate local installation defects from host enablement or Roboflow sign-in problems. TRIGGER when: the user asks to check, verify, diagnose, or troubleshoot a Sentinel plugin installation; run the setup doctor; find missing skills, packaged files, or Roboflow tools; or confirm Sentinel installed correctly. SKIP when: Sentinel and Roboflow work and the user wants to count boxes or solve a CV task; the package is healthy but OAuth/sign-in alone faile...Votes: 0GitHub stars: 4
- Classify Or FlagProduce one whole-image verdict: pass/fail, category, compliance, or anomaly. TRIGGER when: user asks whether an image is defective/compliant; to flag bad parts, classify product images, run image-level quality control, detect an anomaly, or build binary/multi-class classification. SKIP when: user asks how many boxes/pallets or for other object counts or per-person PPE (detect-and-analyze); masks/area (segment-and-analyze); identity across video (track-and-count); OCR/codes (read-text); to co...Votes: 0GitHub stars: 4
- Decision ReportGenerate a portable stakeholder decision report for a CV deployment decision. TRIGGER when: user explicitly asks for a decision report, manager report, or stakeholder doc after a cost crossover has been computed; phrases: "write me a decision report", "generate a report for my manager", "I need a stakeholder doc", "produce the decision doc", "decision-report skill", "report for my team". SKIP when: no cost crossover exists yet — estimate-economics must run first and deliver a crossover number...Votes: 0GitHub stars: 4
- Decompose To PipelineDecompose a complex vision-and-reasoning requirement into the cheapest measurable pipeline. TRIGGER when: user asks to monitor/alert, analyze footage over time, combine perception with aggregation/reporting, determine whether something is feasible to detect (including sensor limits or smoldering), or replace repeated vision-language calls with a cheaper system. SKIP when: the request is single-frame detection/counting (detect-and-analyze), whole-image classification (classify-or-flag), deploy...Votes: 0GitHub stars: 4
- Deliver Cv ProjectTurn an independently evaluated CV model or pipeline into a verified delivery handoff without copying volatile platform recipes. TRIGGER when: user has a working model, Workflow, OCR pipeline, or tracker and asks to export it, run locally, integrate an app/camera/RTSP source, deploy, productionize, monitor drift, add active learning, or make a runnable package. SKIP when: user asks to build a detector/model from sample images, the capability is unsolved, or measured acceptance is absent (solv...Votes: 0GitHub stars: 4
- Detect And AnalyzeDetect instances and analyze boxes, counts, crops, regions, or metadata. TRIGGER when: user asks to count/detect objects, report the number of defects, build a model that counts trucks, tally boxes/pallets on a conveyor, find workers lacking PPE, crop detections, extract an ROI, estimate box-relative size, or report per-object confidence/zone metadata. SKIP when: user needs one whole-image verdict (classify-or-flag); identity/path/dwell/line crossing (track-and-count); masks/contours/calibrat...Votes: 0GitHub stars: 4
- Estimate EconomicsEstimate CV annotation, training, deployment, and operations economics. TRIGGER when: user invokes `$estimate-economics` or `/sentinel:estimate-economics`, asks labeling/training cost, managed vs self-hosted, build-vs-buy, scale economics, deployment crossover, or selects managed-at-scale after a passing proof. SKIP when: user asks to build/test a detector/classifier/OCR/tracker/pose/mask, count objects, finish the PoC, or keep improving because the eval has not passed yet (solve-cv-task); as...Votes: 0GitHub stars: 4
- Read TextExtract structured text, numbers, labels, and codes from images and evaluate by character or field accuracy. TRIGGER when: user asks to read/scan a serial, part/date/lot number, label, license plate, meter, gauge, barcode, QR code, invoice, document, form field, or other image text. SKIP when: user asks to tally/count boxes or other objects on a conveyor (detect-and-analyze), pass/fail without text (classify-or-flag), measure crack width/masks/area (segment-and-analyze), track objects (track-...Votes: 0GitHub stars: 4
- Recognize Pose Or GestureBuild keypoint-based pose, gesture, action, ergonomics, posture, or fall analysis. TRIGGER when: user asks for body/hand pose, gestures, action recognition, skeletons, keypoints, joint angles, raised hands, bending, squats, falls, sign language, or posture compliance. SKIP when: user needs an exact body contour/mask (segment-and-analyze), per-person PPE without keypoints (detect-and-analyze), whole-image compliance (classify-or-flag), identity/path tracking without pose (track-and-count), OCR...Votes: 0GitHub stars: 4
- Segment And AnalyzeProduce pixel-precise masks plus area, shape, perimeter, calibration, or physical measurements. TRIGGER when: user asks to segment/outline an object or defect; measure exact area, crack width, corrosion, lesion boundary, contours, millimeters, or calibrated dimensions; or quantify mask shape. SKIP when: user only counts boxes (detect-and-analyze), needs one image verdict (classify-or-flag), reads text (read-text), tracks identity (track-and-count), asks cost only (estimate-economics), already...Votes: 0GitHub stars: 4
- Solve Cv TaskTurn a plain-language CV goal into the correct measurable build route. TRIGGER when: user asks to detect/count vehicles, read serial numbers, track people through zones, use a factory camera to catch mistakes, solve a CV problem from sample images, test feasibility, or build an end-to-end vision capability without knowing the modality. SKIP when: request clearly matches a specialist; asks managed deployment cost, annotation/training cost, or other economics only; asks current platform how-to;...Votes: 0GitHub stars: 4
- Track And CountTrack identity across video and produce paths, dwell, crossings, zones, or linked counts. TRIGGER when: user asks to follow a person/vehicle/object across frames, track shoppers/forklifts, count entries/line crossings, ask how many vehicles crossed an intersection, analyze video with identity, measure dwell/path, monitor RTSP, or alert on zone entry. SKIP when: user asks to count cars in a parking lot now or other per-image/per-frame counts (detect-and-analyze); masks/area (segment-and-analyz...Votes: 0GitHub stars: 4
- Auth SetupConnect or troubleshoot Sentinel's URL-only Roboflow MCP sign-in. TRIGGER when: the user asks to connect Roboflow, sign in, authorize OAuth, configure the plugin, or diagnose unavailable/unauthorized Roboflow MCP tools; the user asks whether a Roboflow API key is required for plugin installation. SKIP when: Roboflow MCP tools already work; the task is purely local, such as discussing a labeling approach for raw footage, and needs no Roboflow operation; a generated standalone client needs cred...Votes: 0GitHub stars: 4
- Classify Or FlagProduce one whole-image verdict: pass/fail, category, compliance, or anomaly. TRIGGER when: user asks whether an image is defective/compliant; to flag bad parts, classify product images, run image-level quality control, detect an anomaly, or build binary/multi-class classification. SKIP when: user asks how many boxes/pallets or for other object counts or per-person PPE (detect-and-analyze); masks/area (segment-and-analyze); identity across video (track-and-count); OCR/codes (read-text); to co...Votes: 0GitHub stars: 4
- Decision ReportGenerate a portable stakeholder decision report for a CV deployment decision. TRIGGER when: user explicitly asks for a decision report, manager report, or stakeholder doc after a cost crossover has been computed; phrases: "write me a decision report", "generate a report for my manager", "I need a stakeholder doc", "produce the decision doc", "decision-report skill", "report for my team". SKIP when: no cost crossover exists yet — estimate-economics must run first and deliver a crossover number...Votes: 0GitHub stars: 4
- Decompose To PipelineDecompose a complex vision-and-reasoning requirement into the cheapest measurable pipeline. TRIGGER when: user asks to monitor/alert, analyze footage over time, combine perception with aggregation/reporting, determine whether something is feasible to detect (including sensor limits or smoldering), or replace repeated vision-language calls with a cheaper system. SKIP when: the request is single-frame detection/counting (detect-and-analyze), whole-image classification (classify-or-flag), deploy...Votes: 0GitHub stars: 4
- Deliver Cv ProjectTurn an independently evaluated CV model or pipeline into a verified delivery handoff without copying volatile platform recipes. TRIGGER when: user has a working model, Workflow, OCR pipeline, or tracker and asks to export it, run locally, integrate an app/camera/RTSP source, deploy, productionize, monitor drift, add active learning, or make a runnable package. SKIP when: user asks to build a detector/model from sample images, the capability is unsolved, or measured acceptance is absent (solv...Votes: 0GitHub stars: 4
- Detect And AnalyzeDetect instances and analyze boxes, counts, crops, regions, or metadata. TRIGGER when: user asks to count/detect objects, report the number of defects, build a model that counts trucks, tally boxes/pallets on a conveyor, find workers lacking PPE, crop detections, extract an ROI, estimate box-relative size, or report per-object confidence/zone metadata. SKIP when: user needs one whole-image verdict (classify-or-flag); identity/path/dwell/line crossing (track-and-count); masks/contours/calibrat...Votes: 0GitHub stars: 4
- Estimate EconomicsEstimate CV annotation, training, deployment, and operations economics. TRIGGER when: user invokes `$estimate-economics`, asks labeling/training cost, managed vs self-hosted, build-vs-buy, scale economics, deployment crossover, or selects managed-at-scale after a passing proof. SKIP when: user asks to build/test a detector/classifier/OCR/tracker/pose/mask, count objects, finish the PoC, or keep improving because the eval has not passed yet (solve-cv-task); asks only a current platform how-to;...Votes: 0GitHub stars: 4
- Read TextExtract structured text, numbers, labels, and codes from images and evaluate by character or field accuracy. TRIGGER when: user asks to read/scan a serial, part/date/lot number, label, license plate, meter, gauge, barcode, QR code, invoice, document, form field, or other image text. SKIP when: user asks to tally/count boxes or other objects on a conveyor (detect-and-analyze), pass/fail without text (classify-or-flag), measure crack width/masks/area (segment-and-analyze), track objects (track-...Votes: 0GitHub stars: 4
- Recognize Pose Or GestureBuild keypoint-based pose, gesture, action, ergonomics, posture, or fall analysis. TRIGGER when: user asks for body/hand pose, gestures, action recognition, skeletons, keypoints, joint angles, raised hands, bending, squats, falls, sign language, or posture compliance. SKIP when: user needs an exact body contour/mask (segment-and-analyze), per-person PPE without keypoints (detect-and-analyze), whole-image compliance (classify-or-flag), identity/path tracking without pose (track-and-count), OCR...Votes: 0GitHub stars: 4
- Segment And AnalyzeProduce pixel-precise masks plus area, shape, perimeter, calibration, or physical measurements. TRIGGER when: user asks to segment/outline an object or defect; measure exact area, crack width, corrosion, lesion boundary, contours, millimeters, or calibrated dimensions; or quantify mask shape. SKIP when: user only counts boxes (detect-and-analyze), needs one image verdict (classify-or-flag), reads text (read-text), tracks identity (track-and-count), asks cost only (estimate-economics), already...Votes: 0GitHub stars: 4
- Solve Cv TaskTurn a plain-language CV goal into the correct measurable build route. TRIGGER when: user asks to detect/count vehicles, read serial numbers, track people through zones, use a factory camera to catch mistakes, solve a CV problem from sample images, test feasibility, or build an end-to-end vision capability without knowing the modality. SKIP when: request clearly matches a specialist; asks managed deployment cost, annotation/training cost, or other economics only; asks current platform how-to;...Votes: 0GitHub stars: 4
- Track And CountTrack identity across video and produce paths, dwell, crossings, zones, or linked counts. TRIGGER when: user asks to follow a person/vehicle/object across frames, track shoppers/forklifts, count entries/line crossings, ask how many vehicles crossed an intersection, analyze video with identity, measure dwell/path, monitor RTSP, or alert on zone entry. SKIP when: user asks to count cars in a parking lot now or other per-image/per-frame counts (detect-and-analyze); masks/area (segment-and-analyz...Votes: 0GitHub stars: 4