SDA applied system · Version 2.0
Youth & Fitness Program Project Partner
A source-linked workspace for observation, challenge, human decisions, and next actions.
Illustrative demonstrationNo student data · Not legal, medical, educational, eligibility, or accommodation advice
Current cycleObservation plan review
Human decision open
4source-linked records
1counterexample retained
2human approvals open
5owned next actions
01 / Decision brief
The decision comes first.
Turn rough program observations into a traceable evidence record, a challenged interpretation, a concise meeting brief, and an owned next action.
Every factual statement resolves to a source; uncertainty is explicit; consequential decisions remain human-owned.
01Orient to objective and state02Retrieve approved sources03Build the next usable component04Challenge the preferred interpretation05Check deterministic and judgment claims06Record decisions, gaps, and ownership07Recommend the next bounded action
02 / Evidence ledger
Evidence stays separate from interpretation.
Every record keeps an ID, source location, context note, and evidence posture so the meeting brief can be retraced.
| Record | Observation | Context | Posture |
|---|---|---|---|
E-001DEMO-SESSION-01 |
Group transition began 4:10 after verbal directions started. | Spoken directions only; standard room; two staff present. | OBSERVED |
E-002DEMO-SESSION-02 |
Group transition began 2:35 after a visual activity sequence was displayed and the first step was restated. | Standard room; two staff present. | OBSERVED |
E-003DEMO-SESSION-03 |
Group transition began 3:50 with the visual sequence in use. | Different room; substitute staff member; equipment arrived late. | OBSERVED |
E-004DEMO-SESSION-02 |
Facilitator noted unprompted use of the visual sequence. | Informal note; no structured participant feedback collected. | OBSERVED WITH LIMITATION |
03 / Analysis + challenge
The preferred interpretation has to face the evidence that weakens it.
The visual sequence may help participants anticipate the next activity.
The visual sequence is a plausible, low-burden support worth observing further. The current records do not establish that it caused the faster transition.
PROPOSED HUMAN REVIEW
The visual-sequence session was faster and the facilitator recorded unprompted use.
A slower visual-sequence session remains in the record.
- Only one verbal-directions-only comparison
- Room, staffing, and equipment conditions differ
- No structured participant feedback
04 / Meeting preparation
Complex evidence becomes a clear human decision.
Purpose
Decide what to continue observing before discussing any program-support change.
Decision requested
Continue the visual sequence for three comparable sessions while collecting the same transition measure and one accessible feedback item?
Discussion guardrail
Present the visual sequence as a support under observation, not a proven intervention.
05 / Decision log
Every proposal keeps its approval state.
Each consequential choice remains attached to the evidence and person responsible for it.
Continue the visual activity sequence for three comparable demonstration sessions.HUMAN APPROVAL REQUIRED
Do not describe the visual sequence as proven effective.ACTIVE GUARDRAIL
Add one accessible participant-feedback item.HUMAN APPROVAL REQUIRED
06 / Next actions
The project closes each cycle with ownership and a real next move.
Approve, revise, or reject the three-session observation plan.Owner: Program professional
OPEN
Create a consistent observation form.Owner: SDA
READY AFTER APPROVAL
Record three comparable demonstration sessions.Owner: Program professional
BLOCKED
Re-run the analysis and surface counterevidence.Owner: Project agent
BLOCKED
Prepare a revised meeting brief for human review.Owner: Project agent + SDA
BLOCKED
07 / Quality gates
The system shows what passed, what remains open, and why.
Source traceEvery observed record has an evidence ID and source locator.
Observation vs. interpretationCandidate interpretation is separated from observed records.
CounterevidenceThe slower visual-sequence session remains visible.
Human decisionD-001 and D-003 cannot advance without human approval.
PrivacyDemonstration contains no student data.
Next-state continuityEach open action has an owner and dependency.
08 / Workspace files
Open the working files behind the system.
Download the charter, evidence ledger, challenge log, meeting brief, decision record, next-action register, and project-agent operating contract.
MDProject charterDownload source file ↓CSVEvidence ledgerDownload source file ↓MDAnalysis and challenge logDownload source file ↓MDMeeting-preparation briefDownload source file ↓CSVDecision logDownload source file ↓CSVNext-action registerDownload source file ↓MDProject-agent operating contractDownload source file ↓
Navigating ambiguity
SDA connects the answer to what happens next.
Sources stay connected to interpretation, human decisions, and next actions. A reader can inspect where the work came from and continue without reconstructing the original conversation.