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E.21 - FPF Pattern-Quality Evaluation CharacteristicSpace

Type: Pattern Status: Stable

E.21:1 - Problem frame

Use this when an authored FPF pattern edition or bounded version must be evaluated for quality under a named use: ordinary practitioner use, authoring input, landing input, release input, external-review input, high-assurance reuse input, canonization input, or another explicit pattern-quality use. E.21 declares the characteristic space, evaluation specification, and result rules. An evaluator applies the quality questions. The evaluator does not replace the required ClaimScope with an easier one. If the pattern fails the required use, the result episteme states repairBeforeUse, holdForArchitectureDecision, or refreshNeeded; a different use needs a different evaluation frame and does not rescue this result.

Not this pattern when the evaluated object is one DRR, an FPF-level corpus object, a single wording repair, a source-use decision, or a project-side evidence, assurance, gate, release, safety, compliance, work, or decision claim. Use E.9.DA for a DRR, E.2.DA for an FPF-level corpus object, F.19 for a wording repair, and the pattern governing a source-use or project-side claim for that claim. Open E.10 or a named precision-restoration neighbor for an unresolved FPF-specific meaning.

First useful move: name the exact pattern edition, required use and scope, working reader, and qualification window. Read its working situation, first useful move, practical delta, boundaries, and evidence. Then assign every coordinate an evidence-based value with an adjacent-value rationale and constitute the aggregate result.

floorEvaluation changes only the declared floor and expected evidence economy. An E.21 result retains the required ClaimScope, full coordinate set, rationales, and PrecisionRestorationProfile. Fragmentary, wrong-shaped, or weak pattern text is still evaluated under the required scope; weakness receives low coordinate values, repair status, architecture hold, or refresh status.

What goes wrong if missed: pattern quality becomes taste, checklist closure, source count, review state, landing state, or length. Short patterns can pass while missing mature content; long patterns can pass while hiding the first user-facing action; semio material can take over a non-semio pattern.

What this pattern buys: one scoped, non-arithmetic PatternQualityQBundle claim about one exact pattern edition, one complete coordinate set, explicit evidence basis, adjacent-value rationales, and a visible stop, repair, hold, or refresh status.

Primary EntityOfConcern in plain terms: one exact authored FPF pattern edition or bounded version checked under one declared quality scope and qualification window. Keep the quality questions, evaluator, coordinate claims, aggregate result, evidence use, any admission decision, and later repair distinct. Use Solution item 5 and CC-E21-0 only when a later claim needs a dated assessment-Work account.

E.21:2 - Problem

FPF patterns need a quality evaluation that is stronger than a style checklist and lighter than a project assurance audit. Earlier review habits produced two opposite failures:

  1. Too weak. A reviewer marks a pattern “ready” because no blocker is obvious, because it landed, or because headings exist.
  2. Too heavy. A reviewer adds more warnings, evidence cards, source rows, boundary notes, and process residues until the pattern becomes harder to use.

E.21 solves this by measuring the pattern of concern against one complete coordinate set. The coordinates ask whether the pattern is usable, coherent, current, precise, affordable, mature enough for its claim, and safe from proxy improvement.

E.21:3 - Forces

ForceTension
Comparability vs false precisionPattern versions must be comparable, but ordinal qualities cannot be averaged.
Completeness vs affordabilityEvery coordinate is evaluated; rationale and evidence can stay compact.
Maturity vs lengthA short pattern is mature only when selected mature-pattern ingredients are present in the body or neighboring pattern governing the claims.
Ontology vs usabilityNames and kinds must be precise enough for the governed use without burying the first user-facing action.
Semio precision vs semio-biasEpisteme and publication distinctions matter, but non-semio patterns still lead with their own EntityOfConcern.
Open-ended improvement vs stopImprovement can continue forever, while one version needs a scoped stop condition.

E.21:4 - Solution

E.21 declares the FPF pattern-quality U.CharacteristicSpace, its object-specific A.19.ECS evaluation specification, ordinal scale, complete result-shape rules, the local non-arithmetic PatternQualityQBundle result payload, and local result-status meanings. An evaluator applies these questions to the pattern and assigns its coordinate values. Evidence use, assurance, admission, and later repair have their own objects and relations below.

For one pattern-quality evaluation, keep independently recoverable the objects and relations that the selected ordinary or Work-bearing form actually asserts:

  1. one exact authored FPF pattern edition or bounded version as the checked object;
  2. the declared ClaimScope, working reader, intended receiving use, qualification window, evidence basis, and evaluation configuration;
  3. the selected U.CharacteristicSpace, this E.21 evaluation-specification episteme, every coordinate/scale binding, and the local result-form and status-value rules;
  4. when exact Method identity or actual assessment Work is asserted, one separately identified semantic evaluation U.Method;
  5. when actual dated assessment U.Work is asserted, first recover every evaluator-performer’s A.13 core for the assessment action. A.15.1 then independently admits the Work from its performance history, enacted Method, temporal extent, and one obtaining locally declared relation to the containing U.System, under the exact system boundary and qualification window. Add F.6 only when the evaluation account also needs precise assignment-bound attribution, using the same obtaining A.13 assignment. A compact account may omit an identifier unused by the receiving claim only when every relation it consumes remains recoverable;
  6. every coordinate-result claim, their same-bearer non-arithmetic PatternQualityQBundle ClaimGraph payload, and one C.2.1 aggregate pattern-quality-result episteme when a durable result is needed;
  7. witnesses, comparator/source/case refs, exact A.10 evidence-use/provenance relations and bounded reliance results, and any B.3 result for an actual named assurance claim;
  8. an optional evaluation-record episteme that packages those refs;
  9. the local PatternQualityStatus value and any separate F.10 status use/interpretation, E.19 admission or refresh decision, project gate or authority decision, publication, and currentness relation; and
  10. later E.23 improvement or other repair work and its changed pattern edition.

A.6.1 enters only when a separately admitted U.Mechanism declares the exact operation that was actually used and the receiving claim needs that application occurrence or its bindings. Then name the mechanism and operation and require that operation’s ApplicationPredicate, ApplicationIdentityRule, ApplicationExtentRule, argument and result declarations, declaration-local binding predicates, exact application occurrence, and actual declaration-local bindings. Treat the checked pattern, configuration, coordinate results, and aggregate result as application inputs or results only when the operation declares those exact meanings and the corresponding bindings actually obtain. Otherwise omit PatternQualityEvaluationApplicationRef; the dated-Work and result accounts remain complete without it.

In the ordinary form, an admitted evaluator U.System applies the quality questions. A claim of dated assessment Work opens item 5; an A.6.1 application requires the independently satisfied operation condition above. Any local evaluator system-role kind and independently obtaining System-classification judgment are optional separate claims. Route unresolved source role through E.10.ROLE.

Each coordinate-result claim is one quality ascription about the exact checked pattern edition. It keeps recoverable the bearer, effective ReferenceScheme, characteristic, scale value, evaluation rule or probe, comparison or calibration frame when used, U.ClaimScope, intended use, qualification window, ordinary assessing action or exact declared-operation application when separately asserted, short rationale, and evidence locus. The complete same-bearer coordinate set forms the non-arithmetic PatternQualityQBundle payload carried by the aggregate result episteme. The evaluator system, evaluator viewpoint episteme if any, witness set, optional record, and receiving status or admission use remain separate.

One conforming two-level assessment-and-result shape applies:

  1. configure the checked pattern edition, scope, use, reader, window, characteristic space and specification, and evidence basis; include the exact semantic evaluation Method only when its identity or actual assessment Work is asserted;
  2. let the admitted evaluator U.System apply the specification; add item 5 only when the result deliberately asserts dated assessment Work, and add an A.6.1 application only when the compact conditional rule above is independently satisfied;
  3. constitute every coordinate-result claim with ShortRationale and the aggregate result episteme;
  4. assert the local PatternQualityStatus in that result;
  5. state its stop, repair, architecture-hold, or refresh condition; and
  6. when improvement is requested, return distinct finding or proposal claims without changing the coordinate result into a work plan.

If a pattern lacks frame, first move, source basis, mature comparison, or naming clarity, lower the relevant coordinates in the one E.21 result.

A bounded lexical, checklist, or automated smell screen may identify suspect loci and reduce search cost. Record the checked edition, covered defect family, and observed limits in EvaluationEvidenceBasis; the screen neither assigns a coordinate value nor establishes semantic completeness, practical use, or the aggregate result.

When candidate editions are compared, keep the declared use, reader, probes, and evidence conditions common where possible and expose missing or underrepresented evidence. This supports replayable comparison; it does not turn ordinal coordinates into one score or establish evaluator agreement that has not been studied.

An E.21 result evaluates one exact edition for one declared use. It does not validate the pattern universally. A stronger validation claim needs separately declared expert checks, observed applications or cases, or other fit-for-purpose research evidence. Missing actual-use evidence therefore caps only the coordinates whose stronger values require it.

E.21:4.1 - Local names and kind settlement

Local nameKind and function
PatternQualityEvaluationCompatibility compound label for the configured evaluation package. Any use resolves to the exact characteristic space/specification, configuration, ordinary assessment or separately asserted dated Work, result episteme, witnesses/evidence-use relations, optional record, and exact declared-operation application only when the compact A.6.1 condition holds.
PatternQualityCharacteristicSpaceRefReference to the exact A.19 U.CharacteristicSpace whose slots are the required E.21 coordinates and whose bindings use the E.21 ordinal scale.
PatternQualityEvaluationSpecRefReference to this object-specific A.19.ECS evaluation-specification episteme: applicability, coordinate and scale meanings, evidence/missingness rules, calibration, result shape, local status meanings, and reopen conditions.
PatternOfConcernRefExact authored FPF pattern edition or bounded version named by value as the checked object, with its host path or monolith section and edition, commit, hash, or other pinned version basis recoverable. PatternOfConcern is relation-relative: the same pattern can also be the concern in another use, review, or evaluation flow. The evaluated pattern also has its own primary EntityOfConcern: the subject that its Problem, Solution, or guidance is about. FPF patterns are applied to situations, claims, texts, or work objects. Say that a pattern defines, constrains, tests, or supplies a repair for a claim, relation, or boundary only when its content actually does; use related pattern for a looser pattern relation and relation only for the relation itself.
ClaimScopeQuality claim boundary recovered from the governing frame: ordinary use, authoring input, landing input, release input, external-review input, high-assurance reuse input, canonization input, or another explicitly requested pattern-quality use. It is not chosen by the evaluator to make a failing request pass.
WorkingReaderScopeWorking-reader family, viewpoint, and first-use situation the pattern must serve.
IntendedUseAction that may use the result: continue drafting, admit for declared use, repair, refresh, or compare candidates.
QualificationWindowEdition, SoTA, related-pattern, release, time, or comparison window in which the evaluation is current.
EvaluationEvidenceBasisChecked evidence loci named by value for the evaluation: pattern body version, host or monolith section, README scenario, ToC row, E.11 entry-distribution locus, I.2 expanded entry-disambiguation case when corpus-facing, card or retrieval cue when claimed, the best-known-line comparison and source-role loci when SoTA is valued, source-identity/currentness traces when replayability or the qualification window needs them, mature comparator set when maturity is valued, and worked case or absence of worked case when case coverage is valued. Inclusion here is neither a witness claim nor an evidence-use relation.
QualityEvaluationQuestionFrameRefE.22 frame when purpose, floor, trade-offs, absorption, or proposal expectation needs to be declared.
PatternQualityEvaluationConfigurationLocal input tuple binding the exact checked pattern, scope, use, reader, and window, characteristic space and specification, question frame when used, and evidence basis, plus the semantic evaluation Method only when its identity or actual assessment Work is asserted.
SemanticPatternQualityEvaluationMethodRefReference to the exact semantic U.Method when Method identity or actual assessment Work is asserted. Exact assessment Work enacts that Method; the E.21 specification and coordinate table supply its evaluation questions.
PatternQualityAssessmentWorkRefUsed only when the evaluation asserts exact dated A.15.1 U.Work. Then the item 5 Work account applies. Add an application ref only when the separately admitted mechanism-operation condition is also satisfied.
PatternQualityEvaluationApplicationRefReference to one exact A.6.1 application occurrence admitted under one exact operation declared by a separately admitted U.Mechanism, together with its actual declaration-local bindings. It is present only when the compact conditional rule in E.21:4 holds.
CoordinateValueRationalesOne result claim for every required coordinate: Coordinate, Value, ShortRationale.
CoordinateEvidenceRefsPer-coordinate text, case, relation, SoTA, mature comparator, projection, or review refs where the short rationale depends on evidence outside the pattern body row being discussed. Reference presence does not itself establish a coordinate value.
PrecisionRestorationProfileCompact quality summary of the F.19 whole-span reading: overallEffect, checkedLoci, and affectedCoordinates. Optional issue-bearing fields in E.21:4.3a retain the six diagnostic layers: word, head, and use precision; phrase-level apparatus; repeated or distributed material; ontic and slot-relation clarity; description, publication, and source boundary separation; and pattern-application ontology. The profile collapses their findings into one scalar effect and the affected existing coordinates. A finding names the restoration locus or concrete pattern contribution needed; a clean result names its checked absence scope once.
PatternQualityQBundleE.21-local non-arithmetic bundle-shaped ClaimGraph payload for one exact pattern edition, effective ReferenceScheme, ClaimScope, intended use, and qualification window. It contains the complete coordinate-result claims and rationales, PrecisionRestorationProfile, local PatternQualityStatus, stop or repair condition, reopen condition, and an optional grounded non-use boundary when a named competing use or plausible confusion makes that boundary material. The aggregate C.2.1 result episteme carries this payload; a general C.25 engineering Q-Bundle or another evaluation object remains separate.
DominanceSetCoordinates used to compare already evaluated candidate versions. It never changes the required coordinate set.
PatternQualityResultRefOne C.2.1 result episteme whose EntityOfConcern is the exact checked pattern edition and whose ClaimGraph carries the same-bearer PatternQualityQBundle: declared use and window, every coordinate-result claim, PrecisionRestorationProfile, local status, stop or repair, reopen, and any grounded non-use boundary. Assessment work, witnesses, records, admission, and authority remain separate objects or relations.
PatternQualityWitnessRefsExact pattern loci, cases, comparators, sources, traces, or projection loci cited by result claims; witness presence is neither a value nor evidence use.
PatternQualityEvidenceUseRefsExact A.10 evidence-use/provenance relations supporting reliance on result claims.
PatternQualityEvaluationRecordRefOptional C.2.1 record episteme packaging the current configuration, work or application, result, witness or evidence, reopen refs, and any grounded non-use boundary. Its function is reference packaging; status, admission, assurance, and authority use their direct relations.
PatternQualityStatusLocal admissible-use value asserted by the aggregate E.21 result episteme. It is not an E.19 admission or refresh decision; any F.10 status use or interpretation by a receiver is a separate relation.
StopConditionWhy improvement may stop, continue, refresh, or hold.
ReopenConditionChange in evidence, use, source, or other stated premise that requires reconsidering the result.
BoundedNonUseOptional non-use boundary, included only when an independently grounded competing use or plausible confusion changes the result’s use.

Names are local to pattern-quality evaluation unless F.18 promotes a durable name. Each has only the direct function stated above; any later receiving use requires its own relation.

E.21:4.2 - Evaluation configuration, application, result, and optional record

PatternQualityEvaluationConfiguration:
  PatternOfConcernRef: <exact authored FPF pattern edition or bounded version>
  ClaimScope: <declared quality claim>
  WorkingReaderScope: <reader and first-use situation>
  IntendedUse: <what may consume the result>
  QualificationWindow: <edition, source, neighbour, release, or comparison window>
  PatternQualityCharacteristicSpaceRef: <exact A.19 characteristic space>
  PatternQualityEvaluationSpecRef: <this E.21 specification edition>
  SemanticPatternQualityEvaluationMethodRef: <exact U.Method when its identity or actual assessment Work is asserted; otherwise omitted>
  QualityEvaluationQuestionFrameRef: <E.22 frame when used>
  EvaluationEvidenceBasis: <checked pattern, corpus, source, comparator, case, and projection loci; missing or unchecked loci named explicitly when they affect values>

When dated assessment Work is asserted:
  AssessmentWorkRef: <PatternQualityAssessmentWorkRef: the dated assessment U.Work independently admitted under A.15.1>
  EvaluatorSystemRefs: <every admitted U.System that performed AssessmentWorkRef>
  EvaluatorA13CoreBasisRefs: <for every precise performer, exact local agential kind and
    criterion, classification, same obtaining assignment, scope, working situation, window,
    and adequate core evidence; add a characteristic profile only when separately consumed>
  AssessmentTemporalExtent: <exact extent of W>
  WorkToSystemRelationBasis: <name one locally declared Work-to-System predicate and its
    obtaining relation for AssessmentWorkRef, the exact containing U.System, system boundary,
    and qualification window>
  EnactedMethodRef: <the exact A.3.1 U.Method enacted by AssessmentWorkRef>
  PreciseAssignmentAttributionRefs?: <only when the receiving claim needs exact
    assignment-bound attribution; for every performer cite the direct case fact that it
    performed AssessmentWorkRef under the same obtaining A.13 assignment, the declared
    assignment species and participant values, holder equality, the obtaining assignment
    predicate and interval, coverage of AssessmentTemporalExtent, and the resulting F.6 link>
  EvaluationConfigurationRef:
When an exact declared-operation application is also asserted:
  ApplicationAndBindingAccount: <the separately admitted mechanism, exact declared operation and application occurrence, and actual declaration-local bindings required by the compact A.6.1 rule in E.21:4>
PatternQualityResultEpisteme:
  EntityOfConcern: <same exact PatternOfConcernRef>
  EffectiveReferenceScheme:
  ClaimGraph:
    PatternQualityQBundle:
      ClaimScope:
      WorkingReaderScope:
      IntendedUse:
      QualificationWindow:
      PrecisionRestorationProfile: <E.21:4.3a compact quality summary; issue-bearing detail only when needed>
      CoordinateValueRationales: <all required coordinates, values, short rationales>
      CoordinateEvidenceRefs:
      PatternQualityStatus: <local result value>
      StopCondition: <local stop, first repair, hold, or refresh>
      ReopenCondition: <change that requires reconsidering this result>
      BoundedNonUse?: <only when an independently grounded competing use or plausible confusion changes the result's use>
  AssessmentApplicationRef: <PatternQualityEvaluationApplicationRef: exact A.6.1 occurrence ref only when the declared-operation condition holds; otherwise omitted>
  PatternQualityWitnessRefs:
  PatternQualityEvidenceUseRefs:
PatternQualityEvaluationRecord: <optional packaging of configuration, application or work, result, witness or evidence, reopen refs, and any grounded non-use boundary>

An unfinished table, prose summary, or record with missing coordinate claims remains assessment material. A complete E.21 result places every required coordinate claim in the result episteme; the objects named in E.21:4.1 retain their stated functions.

E.21:4.3 - Ordinal scale, result row, and adjacent-value rationale

ValueLabelMeaning
0absentThe characteristic is not expressed for the declared scope.
1namedOnlyIt is named or implied but not usable as quality evidence.
2partiallyExpressedForDeclaredUseIt is present but incomplete, fragile, or insufficient for the declared use.
3sufficientlyExpressedForDeclaredUseIt is usable for the declared scope, with limits visible.
4wellExpressedForDeclaredUseIt is clear, evidenced, and bounded for the declared scope.
5exceptionallyExpressedForDeclaredUseIt is exceptional for the declared use across reinforcing loci and cases, without hidden cost or neighbour loss.

Values are ordinal content evaluations. They are not U.Measures, averages, percentages, maturity-ladder steps, review votes, or landing status.

The result-bearing coordinate row has exactly this shape:

CoordinateValueShortRationale
<E.21 coordinate><0..5><assigned-value basis and the applicable adjacent-value rationale below>

For values 1..4, explain why the lower adjacent value would understate the evidence and the higher adjacent value would overstate it. For 0, explain why 1 would overstate the evidence and what would raise the value or reopen it. For 5, explain why 4 would understate the evidence and what would lower the value or reopen it.

A two-column coordinate-and-value table, a narrative paragraph, a table whose comment lacks adjacent-value comparison, or a result whose value depends on unchecked external loci is not an E.21 result. It is only draft evaluation material until every coordinate has a ShortRationale row and the result names the EvaluationEvidenceBasis used for values that depend on source, comparator, corpus, projection, or worked-case evidence.

A ShortRationale is allowed to be compact, but it is not allowed to be evidenceless. When the value depends on a source-currentness row, mature comparator, README scenario, ToC row, E.11 entry-distribution locus, I.2 expanded entry-disambiguation case, card, retrieval cue, monolith section, worked slice, near-miss, or anti-case, the rationale names that locus by value or says that the locus was missing or unchecked. “By value” means a recoverable section, row, case, checklist item, relation, source row, projection row, comparator id plus selected ingredient, or specific absent locus; a category list such as “entry, first move, boundaries, SoTA, checklist, relations” is not by-value discharge. An established absence of required content or support lowers the affected value under its declared anchor. An unperformed check or unavailable basis leaves the dependent value unestablished: name the missing judgement and retain the complete evaluation as draft material under the preceding rule. Preserve independently supported coordinate values. This evidence gap supplies neither a low property value nor an admissible-use result. For SoTABindingAndCurrentness, source identity and currentness support traceability only. One completed canonical E.8:11 comparison supplies the required comparison basis; the evaluator assigns the value from that substantive comparison and its binding into the checked pattern.

A 5 is not a reward for clear early wording, named neighbour relations, or a well-formed field set alone. It needs exceptional expression for the declared use: reinforcing loci, a worked or otherwise replayable slice where the coordinate demands one, and no hidden cost or neighbour loss. When the evaluator cannot say why 4 would understate the evidence, assign 4 or lower.

When a coordinate’s 5 meaning names a filled case, replayable slice, near-miss, anti-case, worked comparison, projection evidence, currentness basis, or selected-neighbour replay, absence of that evidence caps that coordinate at 4 even if the prose is otherwise strong. Do not hide the same absence only in CaseCountercaseAndTransferCoverage; lower every coordinate whose own 5 meaning needs that missing evidence. A 5 rationale names the reinforcing evidence loci that make 4 too weak.

For MaturePatternParityAndSelectedContentSufficiency, the rationale names a mature-pattern comparison set and the selected mature ingredients being claimed. For non-epistemic patterns, include at least one mature non-epistemic comparator when one exists—for example, a mature pattern about Work, Method, a system-role kind, a system-role assignment, direct-relation participation, a System, control, architecture, selection, engineering action, or another primary EntityOfConcern that is neither an episteme nor a publication. Route an unresolved source role through E.10.ROLE rather than treating the word as one pattern family. Value 4 requires by-value discharge of selected ingredients in the body or neighboring pattern that defines or constrains the claims; comparator IDs plus a generic “main ingredients are present” sentence are only value 3. The comparison is not a length target and not permission to copy semio apparatus.

For a 4 or 5 on MaturePatternParityAndSelectedContentSufficiency, include a compact maturity-discharge payload in the rationale or CoordinateEvidenceRefs: comparator=<pattern id>; selectedIngredient=<ingredient name>; currentLocus=<section, row, case, checklist item, relation, or neighboring pattern governing the claim>; missingOrLowering=<absent or weak ingredient, if any>. A category list such as “frame, first move, neighbour relations, CC, SoTA, relations” without current loci is still value 3, even when the listed categories are plausible mature ingredients.

Use the question-to-ground and result-acceptance operation in E.22:4.3 within this evaluation.

E.21:4.3a - Precision-restoration profile

Before assigning the coordinate table, apply the whole-span precise-language reading in F.19 and record one PrecisionRestorationProfile summarizing its quality effect. F.19 governs the reading, repair, and local revalidation; E.21 consumes their result for its existing coordinates. The reading asks which governed object, claim, relation, and reader use the sentence, table, section, or repeated content family serves in the pattern of concern.

Use F.19’s evidence-selection and coverage conditions for recoverability. Name the kind of basis and its material reading conditions in EvaluationEvidenceBasis; use checkedLoci for the text and relations it actually covers. A clean profile retains those qualifications. If F.19 requires an actual reading that is missing, the dependent recovery claim lacks that basis. Apply E.21:4.3’s missing-evidence rule to the affected coordinates and identify the missing judgement. Distinguish this evidence gap from a wording defect established by reading the text.

Use this compact shape:

PrecisionRestorationProfile:
  overallEffect: <clean | boundedLocal | lowersCoordinates | repairBeforeUse>
  checkedLoci: <sections, rows, cases, and relations checked>
  affectedCoordinates: <coordinates lowered or protected>
  repairProposal?: <actual repair or blocker and its locus>
  kindRestorationCheck?: <when a changed FPF-governed expression can alter meaning: pre-repair and proposed post-repair object, kind, relation, current ontic slot, relation position, use relation, claim kind, admissible use, and scope; preserved | split | intentionally changed by accepted decision | blocker>

The diagnostic fields below are optional. Retain a field when its finding, restoration choice, or bounded evidence changes the quality result; a clean result needs no separate clean entry for each field. Fuller profiles use the same field meanings. When a receiving form needs an explicit untriggered kindRestorationCheck disposition, it may use not triggered, ordinary prose, or no FPF-governed phrase changed with the checked locus; this is optional detail in E.21.

FieldDiagnostic value
wordHeadUsePrecisionclean; E.10, E.10.ARCH, F.18, or a concrete pattern contribution needed; or lowers coordinates.
mgdaColdReaderRecoverabilityclean; broad replacement; hidden specialization; defining, constraining, or checking pattern content missing; or lowers coordinates.
phraseApparatusclean; bounded local apparatus repair; or lowers coordinates.
repetitionAndNegativeDistributionclean; bounded-local; or lowers coordinates.
onticAndSlotRelationClarityclean; hidden candidate ontic or slot-relation drift; or lowers coordinates.
descriptionPublicationSourceBoundaryclean; description-publication-source boundary leakage; or lowers coordinates.
patternApplicationOntologyclean; application relation unclear; or lowers coordinates.

The scalar is the strongest quality effect that any layer requires: clean, bounded local repair, coordinate lowering, or repair-before-use. Classify a new symptom under the relevant diagnostic layer or restoration locus and apply its effect to existing E.21 coordinates. F.19 settles ordinary whole-span language questions. Open E.10, E.10.ARCH, or F.18 for an unresolved word, head, or name problem; for hidden candidate ontics and ontic-vs-description-vs-publication boundaries, use E.24.CD, E.24.PUB, or the concrete pattern content that defines or constrains the disputed object; claim, relation, evidence, Work, decision, assurance, publication, or pattern-application problems return to the pattern content that defines, constrains, or tests the disputed item. A pattern reference locates the content whose concrete contribution the evaluation uses. Exact predicates and ClaimGraph identity are required only when the evaluated claim or named reliance needs them. E.21 consumes only the result: which coordinates fall, which stay protected, and what repair would make the quality claim true. The mgdaColdReaderRecoverability layer asks whether a reader without the DRR, campaign notes, or evaluator memory can recover the object, kind or ordinary status, relation or claim position, admissible use, next exact assertion when one is needed, and next concrete defining, constraining, or checking contribution. If a repair replaces a specific phrase with object, item, value, relation, record, condition, basis, material, or unqualified specialization and the reader cannot recover what specializes what, which relation is live, or which assertion or concrete pattern contribution is required, this layer is not clean.

When this layer finds a hidden candidate ontic or publication-form confusion, the E.21 result records only the quality effect and affected coordinates. Candidate detection, ontic placement, slot-relation design, and publication-boundary repair remain with E.24.CD, E.24.PUB, or the concrete pattern whose content defines or constrains the affected object. The kindRestorationCheck is required when a changed FPF-governed expression can alter the meaning-bearing object, kind, relation, current ontic slot, relation position, use relation, claim kind, admissible use, or scope. It records those live values before and after the proposed repair, then names the concrete contribution when another pattern defines, constrains, or tests the affected kind, relation, claim, or position (A.6.0, A.6.5, A.6.P, C.29, A.15, E.24.CD, E.24.PUB, E.10.ARCH, or another relevant pattern). Every value that can drift receives an explicit preserved, split, intentionally changed by accepted decision, or blocker disposition. When no such risk is present, F.19’s ordinary local revalidation is sufficient and the profile omits this field. The underlying slot, ontic, publication-form, and mathematical-lens rules remain with their subject patterns. A lexical replacement is not a repair when it only removes a trigger word, substitutes one umbrella for another, narrows a graph or method into a work sequence, widens a work occurrence into a method, turns a publication form or evidence source into the object itself, or otherwise changes kind, current ontic slot, relation position, use relation, or claim kind without an accepted decision. If the kind, current ontic slot, relation position, use relation, or claim kind cannot be recovered, the profile is at least lowersCoordinates; if the proposed repair would change one of them and no accepted DRR or concrete defining, constraining, or checking pattern content justifies that change, the result is repairBeforeUse or holdForArchitectureDecision.

When the profile is not clean, lower every affected coordinate named by the profile. Do not hide a present precision-restoration issue only in EntityOfConcernPrimacyAndSemioBiasResistance, and do not raise the result through related-pattern-boundary praise, projection evidence, or “correct but true” guards when those materials compete with the pattern’s own EntityOfConcern, first useful move, practitioner action, practical delta, or next useful action.

E.21:4.4 - RequiredPatternQualityCoordinates

For every conforming E.21 result, an admitted evaluator U.System applies the evaluation specification to every coordinate, and the result episteme states every coordinate value and rationale.

CoordinateWhat it evaluates
WorkingSituationAndUseBoundaryRecognizabilityWhether the reader recognises the situation, intended use, practical gain or harm, first move, and action boundary early, plus any grounded non-use distinction that a plausible intended reader needs here.
EntityOfConcernAndClaimScopeStabilityWhether the primary EntityOfConcern and quality-claim scope stay stable across title, Problem frame, Solution, cases, checklist, relations, and status.
PatternApplicationGuidanceWhether the Solution gives usable pattern-application guidance after the first move is recovered.
ClosureAndBoundedNonUseRecoverabilityWhether stop, repair, return, and reopen conditions are recoverable, together with any concrete defining, constraining, testing, or restoration contribution assigned to another pattern and any locally grounded non-use boundary.
SemanticKindAndNameRecoverabilityWhether names, kinds, relations, qualifiers, and claim boundaries recover the same FPF interpretation.
NeighborAuthorityAndBoundedUseFitWhether evidence, assurance, measurement, naming, work, gate, decision, publication, release, and project claims use the pattern content that actually defines or constrains each claim, relation, or boundary. Each outside claim names the concrete contribution used from that pattern and stays within the declared receiving use.
EntityOfConcernPrimacyAndSemioBiasResistanceWhether the pattern leads with its own EntityOfConcern, first useful move, practitioner action, and practical delta instead of letting auxiliary description, source, evaluation, projection, or reference apparatus take over. The PrecisionRestorationProfile supplies the collapsed diagnosis across its six layers. Lower the value when that apparatus competes with the pattern’s positive subject and action guidance; semio-bias is the special case in which publication or representation material displaces them.
PracticalUseDeltaAndHarmPreventionWhether the pattern changes a real reader use, prevents a named misuse, reduces a named cost, or preserves a named boundary.
UseAffordabilityAndApparatusProportionalityWhether ordinary first use stays affordable and heavier apparatus appears only when it buys admissible use.
RepairLocalityAndChangeImpactPredictabilityWhether repairs have the smallest locus and predictable downstream impact.
ProxyForValueSubstitutionResistanceWhether the assessment question and coordinate-result rationale state what became worse when visible quality coordinates improved, and keep any use of a visible quality value, metric, review result, or release cue as practical value under an exact E.13 application/result.
ClaimJustificationTraceabilityCurrentnessAndReplayabilityWhether the claim is replayable from pinned text, scope, evidence, currentness basis, limitations, status, and stop reason.
CaseCountercaseAndTransferCoverageWhether positive cases, near-misses, anti-cases, and transfer cases match the breadth claimed.
MaturePatternParityAndSelectedContentSufficiencyWhether selected mature-pattern ingredients are present in the body or related patterns for this EntityOfConcern and use.
SoTABindingAndCurrentnessWhether the pattern’s positive SoTA claim satisfies the canonical definition and comparison contract in E.8:11 and binds that selected answer into exact pattern loci. Source identity/currentness, officiality, prevalence, and praise are supporting context and cannot raise this coordinate; an official source may still win from its substantive answer.
FormalClaimAdmissibilityAndLensFitWhether measurement, scale, comparison, formal model, simulation, causal, mathematical, QL, or learned-lens claims are admissible for their stated use, connected to the pattern content that defines, constrains, or tests their admissibility at the precision the claim needs, or correctly absent.
FalsifiabilityAndLoweringConditionWhether coordinate values, status, and stop claims say what would raise, lower, or reopen the evaluation.
CorpusEntryProjectionAndEcologyFitWhether README scenarios, ToC query cues, Preface cues, E.11 entry-distribution loci, I.2 expanded entry-disambiguation cases, cards, summaries, retrieval snippets, durable names, relations, and corpus ecology preserve the scoped quality result without becoming authority-bearing publication faces, stale echoes, or pattern content. Corpus-entry and projection evidence belongs in the E.21 result, E.19 run record, README, ToC, E.11, I.2, retrieval or card publication locus, or other quality evaluation locus unless the pattern of concern’s own EntityOfConcern and user-facing action are that projection or evaluation work.
EvolutionFrontAndRefreshDisciplineWhether variants, fronts, archives, refresh windows, and smallest-reopen rules preserve open-ended evolution without endless polishing.

Constraint, harm, safety, security, compliance, deontic, self-application, recursion, and high-assurance questions do not add a second coordinate family. Evaluate them through the applicable coordinate for that content: related-pattern authority, traceability, formal-claim admissibility, falsifiability, affordability, corpus ecology, evolution, or refresh.

Coupled-flow unity and separation for pattern quality. Use this account when the declared quality use needs the relation between development, use, evaluation, and repair flows. Dated E.21 assessment work evaluates one exact PatternOfConcernRef inside a development, refresh, or admission flow. Another flow may make the same pattern a pattern of concern for a different use relation, for example a practitioner selecting and using it, a reviewer applying it to another text, or subsequent assessment work reopening it. One TransformationFlowStructure may join pattern development, pattern use, use-found evaluation, and repair or refresh flows through transfer, feedback, return, edition-change, or projection relations only when every included valuation or internal portion resolves to that same TFS and structural boundary. Independently identified TFS values and relations across their boundaries use E.18.NET. Keep three positions distinct in each sentence: the pattern as concern of the current flow, the intended reader addressed by the pattern, and the pattern’s own primary EntityOfConcern inside its Problem, Solution, or guidance. E.21 and E.19 are specifications; dated assessment and review work are the checking operations; handoffs, ledgers, README, ToC, E.11, I.2, retrieval outputs, and landing evidence are distinct records, publications, or evidence loci in the development/evaluation flow. Those objects may support edits to the pattern, but they are not automatically user-facing content for the reader addressed by it. DesignRunTag stays on the subject-context, claim, work, trace, publication-form relation, or source relation inside the transformation-flow structure; recover currentness, obsolescence, development, and use from their own relations. In pattern development, use quality-loop evidence to guide separately performed repairs and keep that evidence in the evaluation record.

E.21:4.4a - Frequent value-3, value-4, and value-5 calibration points

These rows calibrate common disagreements. They do not replace the coordinate definitions above.

Coordinate family3 is typical when4 is typical when5 is typical when
WorkingSituationAndUseBoundaryRecognizabilityThe situation is recoverable but late, abstract, or missing its practical gain, harm, first move, or action boundary.The situation, intended use, first move, practical consequence, and stop or return are early and clear; any non-use distinction has a locally grounded plausible reading.Early recognition is reinforced by a filled or replayable first-use slice showing that a cold practitioner can enter correctly.
EntityOfConcernAndClaimScopeStabilityThe primary object is named but related record, evidence, lens, or project claims keep pulling the scope.The primary EntityOfConcern and claim scope stay stable, with bounded related-pattern material.Scope stability is reinforced across title, recognition text, Solution, worked or replayable case material, checklist, relations, and any independently grounded non-use boundary without any local apparatus stealing attention.
PatternApplicationGuidanceThe first action is named but only partly executable, or the Solution mostly assigns governing loci instead of giving this pattern’s own action.The first action and continuation are executable in this pattern’s own subject terms; related-pattern statements are declarative, compact, and late.The application guidance is demonstrated by a filled worked slice or equivalent replayable evidence.
ClosureAndBoundedNonUseRecoverabilityStop, repair, return, or related-pattern contribution is present but does not yet select the next action.Stop, repair, return, reopen, and concrete defining, constraining, testing, or restoration contributions are recoverable for the declared use; any non-use boundary has an independent local ground.A worked stop, overturn, return, or grounded non-use case shows how closure changes status or the next applicable pattern relation.
NeighborAuthorityAndBoundedUseFitRelated patterns are named but their contribution remains generic, future-pattern-like, ambiguous, hidden behind an unresolved role nickname, or too early in the Solution; or a separately asserted authority relation lacks its own basis.Related patterns are named by value with limited declarative relations and the concrete definition, constraint, test, or repair contribution used here; use of each contribution stays within its stated scope, and related-pattern content does not replace the pattern’s own content.Those contributions and their limits remain replayable across cases, relations, and grounded boundary cases, with pattern application and any independently asserted authority relation explicit.
EntityOfConcernPrimacyAndSemioBiasResistanceThe pattern is about its object but one or more precision-restoration layers lead or leak into it as development, review, or evaluation apparatus.The pattern leads with its own object and application guidance; auxiliary material is compact, declarative, and late; role-word, slot, publication-form, source, locus, flow, and status expressions are used only when they add a real kind, relation, evidence value, or user-facing action; quality or projection evidence about the pattern stays outside the pattern.The primary object and application guidance are first recoverable across recognition text, Solution, cases, and checks even when auxiliary material is present, and any precision-restoration, quality, or projection material is in its proper evaluation, projection, or publication locus rather than in the pattern.
PracticalUseDeltaAndHarmPreventionThe practical gain or prevented harm is named but not demonstrated.The pattern changes a recoverable use through a named practical gain or prevention of plausible harm or misuse for the declared use.A worked or near-miss case shows the practical delta and cost of missing the pattern; when harm prevention is claimed, the case demonstrates it.
UseAffordabilityAndApparatusProportionalityThe first move exists but apparatus is heavy for ordinary readers.Ordinary first use is affordable and heavier apparatus opens only when useful.A minimal first-use example shows the thin ordinary use works before heavy apparatus.
RepairLocalityAndChangeImpactPredictabilityRepair conditions or related-pattern relations are named but downstream impact is not shown.Repairs have local loci and predictable impact for declared use.A worked repair or downstream-impact slice shows the smallest locus and changed related-pattern relation.
ProxyForValueSubstitutionResistanceProxy risks are named but “what got worse” is not applied.The pattern blocks visible proxy substitutions and asks what worsened.A proxy-failure case shows a visible improvement damaging intended value, and the pattern prevents that proxy substitution.
ClaimJustificationTraceabilityCurrentnessAndReplayabilityFields or sources exist but replayability and currentness basis are incomplete.The claim can be replayed from pinned text, evidence, currentness basis, status, and stop reason.A filled evidence and currentness slice shows how the claim is replayed and when it reopens.
CaseCountercaseAndTransferCoverageArchetypes are listed, but no filled worked case or near-miss exercises the claim.At least one filled worked case plus a near-miss or anti-case covers the declared use.Heterogeneous cases, countercases, and transfer slices cover the breadth claimed.
MaturePatternParityAndSelectedContentSufficiencyMature comparators are named or implied, but selected mature ingredients are not discharged by value.Mature comparators are named and selected ingredients are discharged by value in the body or related patterns named by value.Mature parity is shown across reinforcing body sections, related patterns, omissions, cases, and lowering conditions without copying irrelevant apparatus.
SoTABindingAndCurrentnessA source set or currentness account is relevant, but the positive claim does not yet satisfy the E.8:11 comparison; identity/currentness alone remains below the ordinary floor.One complete E.8:11 comparison is present by value, its selected line defeats or bounds a serious alternative at comparable effort, and the decision changes exact governed pattern loci.A replayable comparison across reinforcing loci shows why 4 understates the binding; a longer, newer, more official, or more popular bibliography supplies no increase.
FormalClaimAdmissibilityAndLensFitFormal, scale, lens, or measurement terms are bounded but not exercised.Formal, lens, and measurement claims are admissible for their stated use, bounded, and connected to the concrete pattern content that defines, constrains, or tests their admissibility when the evaluated pattern makes such claims; exact predicates are required only when the claim or named reliance needs them.A worked formal, lens, or scale comparison shows what is preserved, lost, admissible, and not proved.
FalsifiabilityAndLoweringConditionA closure or limitation is stated, but lowering and reopen triggers for the main claims are mostly implicit.The pattern states explicit lowering and reopen triggers for its main claims; named fields alone do not reach 4 unless they say what evidence change lowers, overturns, rejects, or reopens the claim.Worked lowering or overturn cases show how values, status, or use change.
CorpusEntryProjectionAndEcologyFitHost text is coherent, but README, ToC, E.11, I.2, card, retrieval, monolith, or projection evidence is absent for a corpus-facing claim, or that evidence is placed anywhere in the pattern as method, note, appendix, relation, rationale, or quality-status content about the pattern.Corpus-facing entry or projection loci are named and aligned enough for the declared use, and their evidence stays in the evaluation, result, or projection locus rather than entering the pattern.Retrieval, stale-projection, cold-reader, or projection-update evidence shows corpus ecology stays aligned after change without leaking into the pattern.
EvolutionFrontAndRefreshDisciplineReopen is delegated to related patterns or implied by source-return.The smallest reopen locus, source or currentness trigger, or variant or front condition is explicit.Variant, front, archive, or ongoing refresh discipline is replayable for the declared use.

For EntityOfConcernPrimacyAndSemioBiasResistance, do not compensate a bad PrecisionRestorationProfile with NeighborAuthorityAndBoundedUseFit or CorpusEntryProjectionAndEcologyFit. Ask which governed object, claim, relation, and reader use the sentence serves. Material about developing, reviewing, projecting, landing, evaluating, or proving this pattern’s quality belongs in the evaluation, projection, release, or publication locus that carries that work. Related-pattern statements can be true and still damage the pattern when they precede its own EntityOfConcern and application guidance. If the opening Problem frame or Solution starts with precision-restoration material before the subject and move, this coordinate is at most 2; if the reader must traverse that material across sections to find the action, it is at most 3. Put compact concrete contributions in Relations or a late boundary row. Add local guard prose only when it passes F.19:4’s full independent-ground, plausible-reader, contribution, and smallest-clear-correction test and the subject pattern does not already settle the needed distinction. Also lower PatternApplicationGuidance, WorkingSituationAndUseBoundaryRecognizability, PracticalUseDeltaAndHarmPrevention, and UseAffordabilityAndApparatusProportionality when the profile shows that auxiliary material displaces first use. If the declared use is Stable, landing-input, release-input, external-review-ready, or another corpus-facing use, assessment work must inspect the applicable corpus-entry and projection evidence and the result’s EvaluationEvidenceBasis must name it. A host-only body assessment can still produce values about the pattern body, but it cannot silently turn missing README, ToC, E.11, I.2, card, retrieval, monolith, or projection evidence into a high CorpusEntryProjectionAndEcologyFit value.

E.21:4.5 - Status and stop condition

StatusMeaning
admissibleForDeclaredUseEvery coordinate meets the declared floor for the scoped use, and the result states the usable next action, stop or repair, and reopen condition.
repairBeforeUseOne or more coordinate floors fail for the declared use.
holdForArchitectureDecisionRepair requires a decision about EntityOfConcern, the scope of contributing pattern content, split, merge, or placement.
refreshNeededA SoTA, neighbour, terminology, retrieval, telemetry, use-scope, or corpus change invalidates a previous evaluation.

Default floor is 4 wellExpressedForDeclaredUse on every coordinate for ordinary practitioner use, authoring-input use, landing-input use, Stable, external-review-ready, release-input, canonization-input, stop-improving claims, and ordinary improvement-loop use. Every result presented as an E.21 result contains every coordinate and its rationale, including a diagnostic or exploratory E.21 result. A bounded diagnostic may borrow selected E.21 questions; it reports only their findings and makes neither an E.21-result nor an admissible-use claim. If the current request asks for corpus-facing, landing-input, Stable, release, or external-review use, the evaluator measures that required use and returns repairBeforeUse, holdForArchitectureDecision, or refreshNeeded when the floor is missed.

An all-5 result is a local exceptional result under the declared scope and qualification window. It is not a permanent end of development. E.23 can reopen improvement when use, source, comparison set, front, affordability, or payoff changes.

E.21:4.5.1 - Consume Pattern-Edition Use-Value Evidence Noncompensatorily

When an E.19:4.3.3 replay is current, use that one stable-candidate replay as evidence for the E.21 assessment. During assessment, keep materially affected predecessor and candidate-only uses distinguishable whenever their action, result, boundary, necessity, or consequence can differ; do not copy clean per-use dispositions into the E.21 result. The evaluator still applies every existing coordinate required by the declared scope once. The result names the replay loci in EvaluationEvidenceBasis and carries only distinctions, failures, or improvements that actually change a coordinate rationale or PatternQualityStatus; it does not replace the coordinate set with one use-value score, average replay results, or infer a coordinate value from an E.19 outcome.

Apply these consequences:

Referenced in the corpus

150 literal mentions in other sections. Read their context to establish the relation.