Flight Recorder™

What 27 sessions say that one session cannot.

A session score tells a supervisor somebody had a bad afternoon. This answers the question asked in supervision. What does the evidence across this person’s simulations say about how they work? Under which conditions does it stop holding, and did the practice they were sent to do change anything?

Stored demonstration record. Read from the database. Every session below is a stored row, and every reading on this page is computed from those rows by the same engine that graded them. This is a demonstration record for a fictional member of staff. The sessions are fabricated; every reading, pattern, curve and recommendation on this page is computed from them by the same engine that would run on real training, with the same evidence thresholds.

My readiness

developing

Competency is showing in some areas and not yet consistent across them.

2 of 5 measured competencies are at standard, 1 is below it. 5 not yet measurable.

270

Graded interactions across 27 sessions.

Evidence strength: high. Substantial evidence across sessions and conditions. Competency is scored per turn rather than per session, which is why the denominator is interactions.

5/10

Competencies with enough evidence to read at all.

4 assessed interactions is the floor. Below it this page shows no percentage — a greyed-out number still gets quoted in a performance conversation six weeks later.

Practice my weakness

Boundary and Emotion — Medium

P06-M · Boundaries, Limits & Consistency · A promise another staff member made. Something you cannot honour.

Why this: Observed in 31 of 36 relevant interactions (86%) across 6 sessions, when the response was classified as directive, instructing or warning. Across the most recent 6, 83%. Seen consistently across many sessions and conditions. This lesson is the Medium template for Boundaries, Limits & Consistency, which is where that has been happening.

With: simone — Chosen as a young person this competency has not recently been demonstrated with.

This lesson is still a draft. It can be practised; nothing formal runs on an unapproved lesson, and no competency claim is made from it. The recommendation is an existing lesson from the existing curriculum — the platform does not author a scenario to fix a weakness it found itself.

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My competencies

Ten pillars, and what the evidence supports for each.

A session is assessed on one competency and unavoidably exercises two or three others. Only the assessed one produces a claim; the rest is context, and the column below says which is which rather than folding them together.

CompetencyReadingAt standardEvidenceTrendConsistencyLevel held
P01 Safety & Situational AwarenessNot enough evidence—0 in 0 (+80 exercised)unmeasuredunmeasured—
P02 Trauma-Informed InteractionNot enough evidence—0 in 0 (+30 exercised)unmeasuredunmeasured—
P03 Developmentally Appropriate CommunicationNot enough evidence—0 in 0 (+110 exercised)unmeasuredunmeasured—
P04 Active Listening & Emotional ValidationAt standard88%60 in 6 (+80 exercised)steadystrong and consistent ±3.7M
P05 De-escalation & Emotional RegulationDeveloping60%50 in 5 (+130 exercised)steadydeveloping consistency ±8.9H
P06 Boundaries, Limits & ConsistencyBelow standard55%100 in 10 (+30 exercised)improvingdeveloping consistency ±25.4H
P07 Choice, Autonomy & Collaborative Problem-SolvingNot enough evidence—0 in 0 (+100 exercised)unmeasuredunmeasured—
P08 Conflict, Refusal & Challenging BehaviorDeveloping60%30 in 3decliningdeveloping consistency ±8.2M
P09 Crisis Recognition, Response & EscalationAt standard87%30 in 3steadystrong and consistent ±4.7E
P10 Reflection, Recovery & Professional PracticeNot enough evidence—0 in 0unmeasuredunmeasured—

5 competencies have no assessed interactions yet and are shown as unmeasured rather than as a low score. An absence of information is not a weakness, and a system that reports it as one sends people to practise a problem it invented.

My patterns

Things that keep happening, and the condition they happen under.

A pattern is repetition across separate sessions — not a bad turn and not a bad afternoon. Each one below names the condition, the count and the rate. A finding about how somebody works is one they are entitled to argue with.

Conflict, Refusal & Challenging Behavior responses fall away once the young person is escalatingactiveestablished

Why am I seeing this? Observed in 8 of 9 relevant interactions (89%) across 3 sessions, when the young person is escalating or the situation is high risk. Across the most recent 6, 83%. Seen consistently across many sessions and conditions.

Happening repeatedly and has not changed. · most recent 6: 83% against 89% overall

Conflict, Refusal & Challenging Behavior turns become directive rather than staying alongsideactiveestablished

Why am I seeing this? Observed in 8 of 9 relevant interactions (89%) across 3 sessions, when the response was classified as directive, instructing or warning. Across the most recent 6, 83%. Seen consistently across many sessions and conditions.

Happening repeatedly and has not changed. · most recent 6: 83% against 89% overall

De-escalation & Emotional Regulation responses fall away once the young person is escalatingactiveestablished

Why am I seeing this? Observed in 13 of 15 relevant interactions (87%) across 5 sessions, when the young person is escalating or the situation is high risk. Across the most recent 6, 83%. Seen consistently across many sessions and conditions.

Happening repeatedly and has not changed. · most recent 6: 83% against 87% overall

De-escalation & Emotional Regulation turns become directive rather than staying alongsideactiveestablished

Why am I seeing this? Observed in 13 of 15 relevant interactions (87%) across 5 sessions, when the response was classified as directive, instructing or warning. Across the most recent 6, 83%. Seen consistently across many sessions and conditions.

Happening repeatedly and has not changed. · most recent 6: 83% against 87% overall

Boundaries, Limits & Consistency turns become directive rather than staying alongsideactiveestablished

Why am I seeing this? Observed in 31 of 36 relevant interactions (86%) across 6 sessions, when the response was classified as directive, instructing or warning. Across the most recent 6, 83%. Seen consistently across many sessions and conditions.

Happening repeatedly and has not changed. · most recent 6: 83% against 86% overall

Boundaries, Limits & Consistency responses fall away once the young person is escalatingresolvedestablished

Why am I seeing this? Observed in 15 of 30 relevant interactions (50%) across 10 sessions, when the young person is escalating or the situation is high risk. Across the most recent 6, 0%. Seen consistently across many sessions and conditions.

Sustained evidence across several sessions that this no longer happens. · most recent 6: 0% against 50% overall

Active Listening & Emotional Validation holds across the conditions measuredstrengthestablished

Observed in 53 of 60 relevant interactions (88%) across 6 sessions, across every assessed interaction on this competency. Across the most recent 6, 100%. Seen consistently across many sessions and conditions.

Crisis Recognition, Response & Escalation holds across the conditions measuredstrengthestablished

Observed in 26 of 30 relevant interactions (87%) across 3 sessions, across every assessed interaction on this competency. Across the most recent 6, 83%. Seen consistently across many sessions and conditions.

Stress-Response Fingerprint™

How responses hold as the young person escalates.

This measures the simulated young person’s behavioral state and the responses made inside it. It is not a measurement of the member of staff’s stress, temperament or state of mind, and nothing in this product is permitted to phrase it as though it were. Conditions are read from the five behavioral axes the engine already maintains.

calm89%108 interactions
resistant64%81 interactions
agitatednot enough evidence in this condition—0 interactions
escalating42%81 interactions
high-risknot enough evidence in this condition—0 interactions

Responses are at standard 89% of the time when the young person is calm, and 42% of the time when escalating. The measured difference is 47 points across 3 conditions.

Agitation high and climbing, perceived threat rising with it. An unmeasured condition is drawn as a gap rather than as a zero, because a zero there would describe the training schedule and not the person.

Recovery and transfer

The two measurements that separate competency from a good afternoon.

6

Recovery: developing

Sometimes recovers inside the same conversation, and sometimes the session does not come back.

In 6 of 14 sessions containing a response below standard, a later response in the same conversation was classified at standard within 3 turns, typically after 3 turns.

Measured only over sessions that actually contained a response below standard. Somebody who has never missed has not demonstrated recovery — they have demonstrated not needing it, and scoring that as strong would be a compliment dressed as a measurement.

2

Transfer demonstrated

P04 demonstrated · P05 partial · P06 partial · P08 partial · P09 demonstrated

The same competency has held across different young people, ages, presentations and situations.

Running the same scenario six times and scoring well is repetition. The record has to span different young people, ages, presentations and situations before the word transfer is used.

Did the targeted practice work?

The question that makes the rest of this worth building.

P06 — P06 under escalationimproved

At standard 35% of 60 interactions before the targeted practice, 85% of 40 after it.

The comparison is against the evidence that produced the pattern. That is why a session run as targeted practice carries the pattern that prescribed it.

Demonstrated is not verified

Current developing · highest demonstrated advanced

Flight Recorder does not replace the mastery model and does not re-implement it. Highest demonstrated is what somebody managed at their best, which is a real fact and is not a competency claim; verification is the separate, stricter thing, and only certification sessions count toward it.

Outstanding for verification:

  • 3 more certification session(s) — practice and assessment sessions do not count toward verification
  • 2 more distinct scenario(s)
  • a certification session with a young person in a different developmental band — the same skill with a nine-year-old and a sixteen-year-old is what shows it transferred
  • a certification session at 75% or above

What this is not, and what is not yet built

This describes simulation performance. It does not describe a person. Nothing here infers mental health, personality, character, temperament or suitability for the work. No conclusion is an employment recommendation. The build fails if a sentence in the engine crosses that line, and a test checks every finding the pattern engine can produce.

Every conclusion is arithmetic over the existing per-turn grades. No model is called anywhere in the longitudinal layer. That is what makes each one explainable, versioned and open to argument. The counts under each finding are the whole of the reasoning. Calculated under flight-recorder-1.0.0 against rubric placeholder-1.

This record is stored. Each session was opened when it started. Each graded turn was written by the server at the moment it graded it, and the row was closed by the scorecard. A real viewer sees their own record and nobody else’s. That is a query returning nothing rather than a page choosing not to render.

The role model is enforced in code instead of a policy document. A learner sees their own record and nobody else’s. Permission to see a group never means permission to open one person’s record. An advisor sees results for a program and never a person. And a group of fewer than 10 people is refused instead of averaged. The leadership view is here, and the standards matrix is here.