MyoSkel Competency Dashboards

Program Director Dashboard

Cohort Oversight, ACGME Milestones & ABOS Readiness

  • ABOS Part I Blueprint–Aligned
  • ABOS Oral Case Framework–Aligned
  • ACGME Milestones–Aligned
  • Preview — Sample Data

Sample Orthopaedic Surgery Residency · 12 residents · 2025–2026 · Mid-Year Review

Formal ACGME Milestone determinations require qualified faculty judgment and Clinical Competency Committee review. MyoSkel presents the assessment record and its own educational analytics side by side, and never presents either as an official determination.

Cohort filters

Sets the reviewed milestone positions shown in the domain overview and the matrix. Evidence, blueprint readiness, simulations and the review queue always report the current window (2025–2026 · Mid-Year Review).

Training year

Showing 12 of 12 residents. Applies to every section on this page.

Evidence base

Residents With Adequate Evidence

10 / 12

Residents whose records carry 75% or more of their relevant subcompetencies with at least 3 linked assessment items drawn from at least 2 different evidence types, and no subcompetency left uncovered. A statement about the assessment record, not about the resident.

Committee agenda

Residents Requiring Review

7 / 12

11 items raised by 7 configurable MyoSkel review conditions — evidence volume, coverage, assessor agreement, review recency, and MyoSkel educational metrics.

See every condition and its configured threshold

ACGME Milestones–Aligned

Milestone Evidence Coverage

80%

191 of 238 relevant resident–subcompetency pairs carry adequate assessment evidence. Subcompetencies recorded as Not Yet Assessable are excluded rather than counted as gaps.

ABOS Part I Blueprint–Aligned

Blueprint Readiness Index

71.2%

up 2.8 pts vs. previous review period

Cohort MyoSkel readiness weighted by the official ABOS Part I blueprint weights, across 100% of the blueprint. A MyoSkel educational metric — not an ABOS score, not a predicted score, and not a statement about any exam outcome.

ABOS Oral Case Framework–Aligned

Oral Case Simulation Coverage

10 / 12

83% of the cohort

Residents with at least 6 MyoSkel case simulations spanning 7 or more of the nine official domains. 113 simulations in total. Simulations, not ABOS examination results.

Milestone Domain Overview

Version 2.2 · 12 residents · 2025–2026 · Mid-Year Review

All six official competency domains, showing how the cohort’s reviewed positions are distributed, how much assessment evidence sits behind them, and how the distribution moved since 2024–2025 · Year-End Review. Levels are the values faculty entered and the Clinical Competency Committee reviewed.

Formal ACGME Milestone determinations require qualified faculty judgment and Clinical Competency Committee review.

Level 4 is the developmental graduation goal for a subcompetency, not an automatic graduation, promotion, board-eligibility, or certification requirement.

Cohort Milestone Matrix

Faculty-entered · CCC reviewed

Every cell is the reporting position faculty entered and the Clinical Competency Committee reviewed for that resident and subcompetency at 2025–2026 · Mid-Year Review — one of the nine official positions, or one of the non-numeric options that subcompetency’s own official record carries. Select any of the 20 subcompetencies as columns, and open a cell for the official descriptor text and the evidence behind it.

How to read this matrix

Formal ACGME Milestone determinations require qualified faculty judgment and Clinical Competency Committee review.

Level 4 is the developmental graduation goal for a subcompetency, not an automatic graduation, promotion, board-eligibility, or certification requirement.

The number in a cell is its meaning. MyoSkel does not name levels — the ACGME publishes no level names for these worksheets — and colour is a readability aid only.

Reviewed milestone reporting positions by resident and subcompetency at 2025–2026 · Mid-Year Review. Each cell states the reporting position and the number of linked evidence items. Select a cell to open the full record.
ResidentPC1PCPC6PCPC7PCMK1MKSBP1SBPPBLI1PBLIPROF1PROFICS1ICS
Sample Resident DPGY-1
Sample Resident EPGY-1
Sample Resident BPGY-2
Sample Resident FPGY-2
Sample Resident GPGY-2
Sample Resident APGY-3
Sample Resident HPGY-3
Sample Resident IPGY-3
Sample Resident CPGY-4
Sample Resident JPGY-4
Sample Resident KPGY-5
Sample Resident LPGY-5

Reading a cell

1 · 1.5 · 2 · 2.5 · 3 · 3.5 · 4 · 4.5 · 5
The reviewed reporting position, faculty-entered and CCC-reviewed. These nine positions are the whole numeric scale; MyoSkel adds no names to them.
NYC1
Not Yet Completed Level 1 — available on every subcompetency’s official record.
NYA
Not Yet Assessable — available only on the subcompetencies whose official record carries it, and offered nowhere else.
n ev · thin
MyoSkel analytics: linked evidence items for that cell. “thin” marks a cell below the configured review threshold of at least 3 linked assessment items drawn from at least 2 different evidence types. It describes the evidence base, never the resident.

Cell shading follows the numeric position as a reading aid only. Every value in this table is stated as text and remains complete without colour.

Select any cell to open the resident’s record for that subcompetency — the reviewed position, the official ACGME descriptor text, the contributing assessments, and the trend across review periods.

ABOS Part I Blueprint — Cohort Performance

MyoSkel analytics

All ten official ABOS Part I blueprint categories across 12 residents. A category’s official blueprint weight and the cohort’s MyoSkel readiness are two different measures and are kept in separate fields throughout. No passing threshold is shown anywhere, because the ABOS does not publish a per-category passing percentage.

Sort categories

Grouped bar chart of cohort MyoSkel readiness and official ABOS blueprint weight for each of the ten official categories. Every plotted value is repeated in the table below this chart.

Cohort MyoSkel readiness, the official ABOS Part I blueprint weight, the range across residents, the change since the previous review period, and how many residents sit in each MyoSkel educational band, for each of the ten official categories.
Official categoryCohort MyoSkel readinessOfficial blueprint weightRange across residentsChangeMyoSkel label distribution
General Principles78.2%13%62% – 91%up 3.3 pts vs. previous review period7 Stronger Area · 4 Monitor · 1 Priority Review
Adult Spine66.3%9%51% – 85%up 3.3 pts vs. previous review period1 Stronger Area · 6 Monitor · 5 Priority Review
Shoulder and Elbow71.3%7.5%62% – 85%up 3.4 pts vs. previous review period2 Stronger Area · 7 Monitor · 3 Priority Review
Surgery of the Hand67.6%10.5%52% – 83%up 1.8 pts vs. previous review period2 Stronger Area · 5 Monitor · 5 Priority Review
Orthopaedic Sports Medicine75.4%9.5%62% – 91%up 3.4 pts vs. previous review period6 Stronger Area · 5 Monitor · 1 Priority Review
Adult Reconstruction72.1%8%58% – 87%up 2.3 pts vs. previous review period4 Stronger Area · 5 Monitor · 3 Priority Review
Foot and Ankle67.9%10%54% – 84%up 1.6 pts vs. previous review period2 Stronger Area · 5 Monitor · 5 Priority Review
Adult Trauma78.2%13.5%62% – 92%up 2.8 pts vs. previous review period7 Stronger Area · 3 Monitor · 2 Priority Review
Pediatrics64.7%12%53% – 78%up 4.1 pts vs. previous review period1 Stronger Area · 5 Monitor · 6 Priority Review
Orthopaedic Oncology65.4%7%50% – 80%up 2.3 pts vs. previous review period2 Stronger Area · 5 Monitor · 5 Priority Review

Areas needing educational attention

The categories where lower cohort readiness meets a larger share of the official blueprint. A curriculum-planning aid — not a prediction, and not a statement about any individual resident.

  1. PediatricsCohort MyoSkel readiness 64.7% · official blueprint weight 12% · residents range 53%–78% · MyoSkel label Priority Review
  2. Surgery of the HandCohort MyoSkel readiness 67.6% · official blueprint weight 10.5% · residents range 52%–83% · MyoSkel label Monitor
  3. Foot and AnkleCohort MyoSkel readiness 67.9% · official blueprint weight 10% · residents range 54%–84% · MyoSkel label Monitor

About the MyoSkel labels

Stronger Area, Monitor, and Priority Review are MyoSkel educational study-prioritisation labels. They are not ABOS classifications, they do not correspond to any ABOS passing standard, and no ABOS passing standard is shown anywhere in this view.

Stronger Area — readiness 78% and above
MyoSkel educational label — readiness is holding up across recent activity in this category.
Monitor — readiness 65% and above
MyoSkel educational label — readiness is mid-range; keep this category in the rotation.
Priority Review — below the Monitor range
MyoSkel educational label — readiness is lower than your other categories; worth focused study time.

ABOS Oral Case Simulation — Cohort Performance

MyoSkel analytics

The nine official ABOS oral examination domains on the official 0–3 scale, across 113 MyoSkel case simulations run by 12 residents. These are MyoSkel simulations using the ABOS framework — teaching exercises, not the ABOS Oral Examination, and not official ABOS examination results.

Simulation period

Showing every recorded simulation.

The four scale points — Above Expected Level, Expected Level, Below Expected Level, Unacceptable — are the official ABOS wording. MyoSkel AI readiness metrics and simulations are educational analytics and are not official ABOS examination results. MyoSkel is not affiliated with, endorsed by, or certified by the ABOS.

CCC Review Queue

MyoSkel analytics

Residents whose records met one of MyoSkel’s configurable review conditions this cycle. Every row names the condition, the specific finding in the assessment record, the framework it sits against, and a suggested next step. These are prompts for the committee to look at the evidence — they are not determinations, and MyoSkel does not make them.

Priority

Residents with a matched review condition, the finding in their assessment record, the relevant framework, the evidence status, the suggested next action, and the committee priority.
ResidentPGYReview reasonRelevant frameworkEvidence statusSuggested next actionPriority
Sample Resident DPGY-1Missing subcompetency coverageCondition: any relevant subcompetency with zero linked evidence itemsACGME Milestones · evidence baseNo linked evidence for PC6, SBP3Assign an assessment that covers the uncovered subcompetency and link the record to it.Review first
Sample Resident DPGY-1Insufficient assessment evidenceCondition: fewer than 75% of relevant subcompetencies with at least 3 linked assessment items drawn from at least 2 different evidence typesACGME Milestones · evidence base6 of 19 relevant subcompetencies carry adequate evidence (32%)Schedule observations and assessments against the thinnest subcompetencies before the next committee meeting.Review first
Sample Resident DPGY-1Major board-readiness knowledge gapCondition: MyoSkel readiness below 55% in a category weighted 10% or moreABOS Part I blueprint · MyoSkel readinessSurgery of the Hand: 52% MyoSkel readiness, official blueprint weight 10.5%Add a focused study block for that category and re-assess at the next review.Review first
Sample Resident EPGY-1Missing subcompetency coverageCondition: any relevant subcompetency with zero linked evidence itemsACGME Milestones · evidence baseNo linked evidence for PROF3, ICS3Assign an assessment that covers the uncovered subcompetency and link the record to it.Review first
Sample Resident EPGY-1Insufficient assessment evidenceCondition: fewer than 75% of relevant subcompetencies with at least 3 linked assessment items drawn from at least 2 different evidence typesACGME Milestones · evidence base14 of 20 relevant subcompetencies carry adequate evidence (70%)Schedule observations and assessments against the thinnest subcompetencies before the next committee meeting.Review first
Sample Resident EPGY-1Recurrent low oral-case simulation domainCondition: mean below 1.5 / 3 across 3 or more simulationsABOS oral case framework · MyoSkel simulationsSurgical Complications: mean 1.3 / 3 across 3 simulationsRun further simulations led by that domain and review the official rubric wording for it together.Review first
Sample Resident HPGY-3Persistent declineCondition: lower at each of the last two review periodsACGME Milestones · reviewed levelsPBLI2: Level 3 → Level 2.5 → Level 2 across the last three periodsReview the contributing assessments across all three periods with the resident's advisor.Review first
Sample Resident KPGY-5Overdue faculty reviewCondition: no recorded faculty review in 210 daysProgram review scheduleLast recorded faculty review 2025-06-13 — 217 daysBook the outstanding faculty review and record the outcome against the current period.Review first
Sample Resident FPGY-2Large disagreement between assessorsCondition: 1.5 reporting positions or more, with 3 or more assessorsACGME Milestones · assessor agreementPC3: 4 assessors, recorded between Level 2 and Level 4Bring the contributing assessments to the committee and reconcile against the official descriptors for that subcompetency.Review this cycle
Sample Resident GPGY-2Recurrent low oral-case simulation domainCondition: mean below 1.5 / 3 across 3 or more simulationsABOS oral case framework · MyoSkel simulationsSurgical Complications: mean 0.4 / 3 across 7 simulationsRun further simulations led by that domain and review the official rubric wording for it together.Review this cycle
Sample Resident IPGY-3Major board-readiness knowledge gapCondition: MyoSkel readiness below 55% in a category weighted 10% or moreABOS Part I blueprint · MyoSkel readinessPediatrics: 53% MyoSkel readiness, official blueprint weight 12%Add a focused study block for that category and re-assess at the next review.Review this cycle

Evidence & Assessment Feed

MyoSkel analytics

Every kind of assessment evidence the platform records, across 12 residents — 356 records in the window since 2024–2025 · Year-End Review. Volume and direction describe the assessment stream; whether it is enough to review against is a separate judgement, shown alongside.

Evidence volume, share of the cohort contributing, change since the previous review window, and whether the stream carries enough for committee review, for each evidence type.
Evidence typeVolumeShare of recordsResidents contributingChangeEnough to review against
CasesLogged operative and clinic cases linked to subcompetencies.5610 of 12up 44 records vs. the previous review windowSufficient for review
Direct ObservationsObserved performance recorded by supervising faculty.3811 of 12up 12 records vs. the previous review windowDeveloping
Case-Based AssessmentsStructured discussion of a specific case, recorded against a subcompetency.286 of 12up 9 records vs. the previous review windowDeveloping
SimulationsMyoSkel case simulations run against the ABOS oral framework.7812 of 12up 43 records vs. the previous review windowSufficient for review
Faculty AssessmentsStructured assessments completed by faculty.4112 of 12up 15 records vs. the previous review windowDeveloping
Multisource FeedbackFeedback gathered from several roles around the resident, collated into one record.146 of 12up 5 records vs. the previous review windowLimited
FeedbackNarrative feedback captured against a subcompetency.4411 of 12up 24 records vs. the previous review windowDeveloping
QI / EBPQuality improvement and evidence-based practice activity records.3912 of 12up 20 records vs. the previous review windowDeveloping
Evidence-Based PracticeEvidence appraisal and literature-to-practice activity recorded on its own.186 of 12up 12 records vs. the previous review windowLimited

Evidence volume is not competence

A larger number of records does not make a resident more competent, and a smaller number does not make one less so. What this panel measures is whether the committee has enough, and enough different kinds, of assessment evidence to make its own judgement. Formal determinations remain a faculty and Clinical Competency Committee function.

About the MyoSkel evidence sufficiency labels

Sufficient for review
MyoSkel educational indicator — enough linked evidence to discuss this subcompetency in review.
Developing
MyoSkel educational indicator — some linked evidence; more would strengthen the picture.
Limited
MyoSkel educational indicator — little linked evidence so far for this subcompetency.