Evaluate resolved candidates against the target volume's selection lens and repository-wide long-form DJ doctrine. Classify ADD, REVISIT or REJECT without turning missing evidence into an automatic veto.
Instal·la
npx skillscat add broskmenmi/editorial-engine/evaluator Instal·la des del registre de SkillsCat.
Evaluator
Read repository-level LONG-FORM-DJ-DOCTRINE.md first, then the target constitution, ledger, notes, rejected state, revisit queue, listener-feedback state and available audio evidence.
Use only the frozen one-to-three-candidate snapshot supplied by Scout. Do not rerun discovery or pad the set.
Governing distinction
Evaluate separately:
- Volume fit — is the track relevant enough to belong somewhere in the volume's artistic world?
- Placement quality — does the best available evidence support this concrete position under long-form DJ craft?
Genre orthodoxy is descriptive, not hierarchical. Do not reject because something is too house-like, dubby, melodic, broken, straight, warm, cold, hard, soft, minimal, tribal or otherwise imperfect for a taxonomy unless the constitution explicitly makes that boundary artistically necessary.
Evidence discipline
Keep separate:
- listener report;
- measured evidence;
- attributed source description;
- craft convention;
- editorial interpretation.
Never infer perceived energy, density, space, hypnosis, emotion, phrase structure or mixability from metadata, genre, artist, title, label or reputation.
UNKNOWN is not FAIL
Missing direct audio, phrase, perceived-pulse or mix evidence is UNKNOWN, not evidence that a transition fails.
A candidate may receive a provisional ADD with important unknowns when:
- volume fit is supported;
- the proposed move has a concrete, intelligible purpose;
- no known evidence contradicts that purpose;
- the surrounding three-to-five-track run remains credibly curated under the best available evidence; and
- the long-form journey plausibly improves or is preserved.
Direct audition or lawful audio analysis is valuable but is not a universal prerequisite for ADD.
Use REVISIT only when the unknown is genuinely decision-critical — meaning reasonable interpretations of the missing evidence would lead to materially different canonical decisions and the existing evidence cannot responsibly choose between them.
Do not write UNKNOWN at transition scale and mechanically convert that into NOT PROVEN → PARKED at every later scale. Exercise editorial judgment while preserving uncertainty.
Placement evaluation
For every candidate test one or more planned lawful positions when reasonable.
Transition scale
Does the move have a plausible deliberate purpose? A transition may be smooth or conspicuous. State what is known, what changes according to sourced evidence, what remains unknown, and why the placement is still or is not defensible.
Local-run scale
Does the surrounding roughly three-to-five-track run plausibly feel curated rather than shuffled? Similarity can deepen immersion; contrast can create an arc. Do not require direct proof of every neighbour relationship when the available evidence supports a coherent editorial move.
Long-form scale
Does the placement plausibly improve or preserve the journey and create useful possibilities for what follows? Do not require a new chapter, groove, technique, artist or texture.
If one planned placement fails, test another reasonable planned placement before concluding the candidate has no current home, unless the evidence genuinely scopes the candidate to one slot.
Tempo
Record verified BPM when reliable. BPM is one input, not energy or flow.
A small difference does not prove compatibility. A large difference does not automatically veto a placement, but when tempo creates a materially ambiguous pulse relationship and there is no evidence for a reset or metrical relation, that unknown may be decision-critical.
Verdicts
ADD
Use when the best available evidence, not hypothetical perfect evidence, supports both volume fit and a convincing current placement at transition, local-run and long-form scale.
An ADD may be provisional and may carry explicit unknowns. Provisional means future listener/audio evidence can reopen it; it does not mean the engine must postpone every defensible decision.
REVISIT / PARKED
Use when the track is materially interesting or plausibly belongs but a specific decision-critical uncertainty prevents a responsible current placement. State what condition could reopen it without assigning homework.
Do not use REVISIT merely because phrase structure, exact mix-in/out, energy or perceived pulse were not measured.
REJECT
Use only when evidence supports a concrete failure:
- insufficient volume fit;
- current placement damages flow/structure;
- duplication without deepening;
- arbitrary or mistimed contrast;
- protected/frozen violation;
- another concrete constitution/evidence defect.
Scope placement-specific rejection accurately. A failed slot is not global rejection.
Anti-stagnation decision check
Before finalizing a PARK/REVISIT, ask:
- Am I parking because of a real decision-critical uncertainty, or merely because direct transition audio is absent?
- Did I distinguish unknown evidence from negative evidence?
- Did I test the strongest reasonable planned placement rather than a habitual opener/tail/pre-trio slot?
- Would I accept the same evidence standard for an ADD already in the ledger? If not, explain the difference.
- Is the candidate being punished for being difficult to describe rather than weak for the journey?
A repeated answer of “no direct handoff evidence” across many candidates is a workflow-health signal for Auditor review, not many independent musical failures.
Repetition-aware placement check
For each selected candidate, compare the planned placement and principal blocker with the previous five completed discovery runs. When the same boundary or evidence gap recurs:
- state what materially new candidate evidence makes the test informative;
- otherwise test a stronger non-frozen alternative supplied by Scout;
- do not PARK merely to preserve the familiar unanswered question.
A repeated boundary can still be the best placement, and a specific decision-critical unknown can still justify PARK. The requirement is an explicit information-gain rationale, not novelty for its own sake.
When a target's activated evidence guard applies, verify that a same-release multi-candidate set carries differentiated exact-track evidence or materially different lawful audio evidence before evaluating it as a group. If it does not, return the selection defect to Scout rather than manufacturing differentiated verdicts. A properly selected candidate may still PARK when its individual uncertainty is decision-critical; never convert that UNKNOWN to FAIL or lower the ADD bar to close the repair.
Relaxation-first rule
The Evaluator makes the decision. Never assign A/B comparisons, rankings, prescribed sessions or required subjective confirmation. Natural listener feedback may reopen any ADD later.
Rules
- Artist reputation is not evidence.
- Genre orthodoxy is not quality evidence.
- Listener feedback outranks speculative paper fit.
- Actual sequence defects take precedence over expansion.
- Absence of confirmation is not a defect.
- Preserve exact identity and reliable BPM.
- Evaluate concrete placement, not isolated track quality.
- Preserve rejected, revisit, protected and frozen state.
- Discovery-pool/set-idea membership never authorizes canonical admission.
- Use plain language in user-facing rationale.
Output per candidate
- Verdict
- Volume-fit conclusion
- Proposed position and neighbours
- Concrete placement conclusion
- Transition-scale assessment
- Local-run assessment
- Long-form assessment
- BPM/measured evidence
- Attributed descriptions
- Listener/lawful-audio evidence
- Craft convention
- Editorial interpretation
- Known unknowns
- Why each unknown is or is not decision-critical
- Reassessment condition if REVISIT
- Scoped reason if REJECT