ProblemCard

About this pattern

This is a generated FPF pattern page projected from the published FPF source. It is canonical FPF content for this ID; it is not a FPF Reference product feature page.

How to use this pattern

Read the ID, status, type, and normativity first. Use the content for exact wording, the relations for adjacent concepts, and citations to keep active work grounded without pasting the whole specification.

Type: Calculus (C) Status: Stable Normativity: Normative

Plain name. Problem-side card.

Intent. Give a practitioner one compact C.2.1 episteme that turns a messy signal into reviewable problem-side claim content before Principles-to-Work or selector use. The card preserves practical formulation functions while every world-side relation, evidence use, decision, method, plan, and Work occurrence remains with its direct governor.

Use this when. Use this pattern when work starts from a signal, anomaly, drift, risk, hypothesis, stakeholder demand or concern, set-derived candidate, underused capability, new constraint, new environment, opportunity-like cue, or solution-shaped request, and a downstream task-typing, method-family, planning, evidence, gate, autonomy, or P2W use needs one reviewable problem-side episteme.

Do not use this when. Use another pattern directly when the current question is already actual PFR obtaining, task typing, method selection, Work planning, evidence, provenance, assurance, gate decision, autonomy, archive or selected-set governance, mathematical-lens use, or ordinary discussion with no receiving use. C.22.PFR governs the actual Problem; C.22 governs TaskSignature constitution and assignment.

Builds on. C.2.1, E.2, E.9, E.10, C.2.P, A.6.P, C.16.Q, C.16, A.19, C.22, C.25, C.29, G.5, G.9, A.6.3.RT, and A.6.4.

Coordinates with. C.11, C.18, C.19, C.22.1, C.22.PFR, C.24, C.27, C.28, A.15, A.15.5, A.21, E.16, G.6, G.11, A.10, B.3, E.17, E.17.ID.CR, A.6.3, F.9, E.18, E.18.1, C.32.P2S, and E.10.MOVE.

Boundary summary. C.22.2 yields one reviewable ProblemCard, a P2W-ready problem-side input for downstream C.22, or an honest stop naming the direct pattern for the claim, relation, or boundary now current. It yields no world-side Problem, task assignment, selected method, WorkPlan, Work occurrence, gate result, or evidence verdict.

C.2.1 constitution. One ProblemCard is one U.Episteme constituted by one exact ClaimGraph, one independently identified joint EntityOfConcern, and one effective U.ReferenceScheme. U.ClaimScope, assumptions, horizons, qualification windows, viewpoints, and receiving uses qualify only the exact claims and direct relations that need them. No setting, carrier, organization, card id, or publication is a fourth constitution component or identifies an actual Problem. An exact composite or component U.Work under A.15.6 may be referenced by a claim or receiving use; it neither constitutes the card nor identifies the Problem.

Claim-family, actuality, and solvability boundary. A card may carry several claims only while their ClaimGraph has that one joint EntityOfConcern. An actual-problem assertion states affirmative or negative polarity for the exact ProblematicForRelation obtaining predicate. An affirmative assertion may designate an independently established occurrence only when C.22.PFR supplies both participants and its adverse episode; negative polarity creates, ends, erases, or reidentifies no occurrence. A.10/B.3 separately states supported, refuted, or unresolved reliance for one receiving use; G.11 separately governs assertion-edition currentness. Forecast, scenario, counterfactual, and anticipated-condition claims retain their exact assumptions, horizon, and direct governor and do not assert a current PFR. A method-availability or solvability claim concerns the admitted method set, evidence, constraints, and intended use; selecting a method changes that claim, not an independently obtaining PFR. Card creation, acceptance, publication, merge, split, label, Work reference, viewpoint, or setting word makes or ends no PFR. Only non-adversity or cessation of the actual-condition or criterion-applicability participant can end its maximal continuous adverse episode; missing, stale, refuted, or absent evidence cannot.

A working team can begin with symptoms, anomalies, stakeholder signals, constraints, risks, old solution evidence, comparison ideas, solution temptations, underused capabilities, new environments, opportunity-like cues, or members of a retained set. Opportunity-like signals still need an exact EntityOfConcern, effective ReferenceScheme, ClaimScope, not-wish reason, improvement or acceptance probe, and honest next use; they do not turn this pattern into an ideation pattern.

Relations

C.22.2builds onThe Eleven Pillars
C.22.2builds onMathematical Lens Use
C.22.2coordinates withDecision Theory (Decsn-CAL)
C.22.2coordinates withTask-family adaptation signature
C.22.2coordinates withProblematic-For Relation
C.22.2coordinates withEvidence Graph Referring (C-4)
C.22.2coordinates withMulti‑View Publication Kit
C.22.2coordinates withTransformation Flow Structure
C.22.2coordinates withP2W Problem-to-Work Carry-Through
C.22.2outline prev siblingProblematic-For Relation
C.22.2explicit referenceProblematic-For Relation
C.22.2explicit referenceThe Eleven Pillars
C.22.2explicit referenceDesign-Rationale Record (DRR) Method
C.22.2explicit referenceUnified Lexical Rules for FPF
C.22.2explicit referenceEpistemic Precision Restoration
C.22.2explicit referenceQuality-Term Precision Restoration
C.22.2explicit referenceMathematical Lens Use
C.22.2explicit referenceParity / Benchmark Harness
C.22.2explicit referenceDecision Theory (Decsn-CAL)
C.22.2explicit referenceExplore-Exploit Live-Pool Governor
C.22.2explicit referenceTask-family adaptation signature
C.22.2explicit referenceRoC‑Autonomy Budget & Enforcement
C.22.2explicit referenceEvidence Graph & Provenance Ledger
C.22.2explicit referenceEvidence Graph Referring (C-4)
C.22.2explicit referenceMulti‑View Publication Kit
C.22.2explicit referenceAlignment and Bridge across Contexts
C.22.2explicit referenceTransformation Flow Structure
C.22.2explicit referenceP2W Problem-to-Work Carry-Through

Content

Problem Frame

A working team can begin with symptoms, anomalies, stakeholder signals, constraints, risks, old solution evidence, comparison ideas, solution temptations, underused capabilities, new environments, opportunity-like cues, or members of a retained set. Opportunity-like signals still need an exact EntityOfConcern, effective ReferenceScheme, ClaimScope, not-wish reason, improvement or acceptance probe, and honest next use; they do not turn this pattern into an ideation pattern.

Problematization becomes useful here when it produces claim content a practitioner can inspect. The card distinguishes the observed signal from the claim family being considered; the one joint EntityOfConcern from nearby affected entities; the effective scheme and scope from generic setting words; actual-PFR assertions from forecasts and solvability claims; and problem-side readiness from method, Work, gate, or evidence conclusions.

Current FPF already governs archive, pool, front, selected set, parity, refresh, method selection, evidence, autonomy, gate, representation transition, Bridge, mathematical-lens use, TaskSignature, and actual PFR obtaining. ProblemCard carries only the signal, problem-side claims, exact references, and next-use cues needed to reach those patterns without duplicating their objects.

The first-minute question is:

Can I state one exact concern, claim family, scheme, scope, improvement or acceptance probe, and honest next use without turning a signal, card field, setting label, evidence result, or proposed method into the actual Problem?

Thin First Use and Output Kind

Thin First-Use Form

The first substantive use is the Thin form. It is a practitioner-facing prompt for the smallest reviewable card, not a demand to complete a schema.

A ProblemCard is complete for its current use when it states:

  1. what signal or cue made the practitioner stop;
  2. the one exact joint EntityOfConcern, effective U.ReferenceScheme, and U.ClaimScope for the claims being carried;
  3. which claim family is current: actual-PFR assertion, anticipated-condition claim, method-availability or solvability claim, or another directly governed problem-side claim;
  4. why this is not merely a wish, ticket, slogan, label, or preselected Work request;
  5. what would count as improvement or as an acceptance probe; and
  6. one honest next use.

The next use may be P2W-ready, characterize, compare, search, refresh, retire, archive, abstainOrNoChange, or apply the direct pattern governing the named claim, relation, or boundary. If an improvement check or acceptance probe is absent, the card may preserve the signal and choose one of the other uses but cannot claim P2W-ready.

C.22.2 - ProblemCard is the pattern heading. A ProblemCard instance is the C.2.1 episteme described above. ProblemCardRef is only a reference value designating one such episteme; it is not another durable kind. Plain-register glosses and local labels do not replace the Tech name.

Local labels include problem-formulation follow-up reason, validation boundary, risk condition, solvability band, P2W-ready, reviewable, stale, refreshed, retired, archived, abstainOrNoChange, and firstPrinciplesCue. They describe claim content or a local disposition; they create no FPF kind, state-machine kind, gate result, relation occurrence, or mathematical-lens object.

Use E.10.MOVE only when move-like wording no longer denotes one of these local dispositions and instead hides a pattern-use recommendation, Work-entry readiness, performed Work, gate, transformation, source relation, architecture move, call-planning move, or another directly governed value.

Reference labels ending in Ref are reference roles, not kind names. This includes ProblemCardRef, sourceSetRef, rivalProblemFormulationRef, and representationOrWordingUseRelationRef.

Semantic locality comes from the exact EntityOfConcern, effective ReferenceScheme, ClaimScope, declared assumptions or window, and receiving use carried by the relevant claims. A broad domain, organization, practice, or location label is only recognition material until those exact values are recoverable. None becomes a container participant or establishes global Problem identity.

Plain gloss for P2W-ready: problem-side input ready. It means ready as input to downstream P2W or selector reasoning, not ready for Work execution, gate passage, method selection, evidence reliance, or autonomy.

When a downstream reader asks whether intended Work can enter a work boundary, the card may supply problem-side cues, acceptance probes, constraints, and freshness conditions, but A.15.5 governs the readiness relation. C.22.2 decides no full-kit preparation, commitment, launch gate, or performed Work.

Required Solution Use

The Solution turns observed signal material into one C.2.1 episteme and one governed next use, not a completed form.

  1. Capture the symptom, anomaly, risk, stakeholder cue, drift, hypothesis, or other observed signal before naming an actual Problem.
  2. Recover the one joint EntityOfConcern, effective ReferenceScheme, ClaimScope, and claim family. If the claims concern unrelated entities, split the ClaimGraph and card.
  3. Separate the signal detector, actual-PFR assertion if independently grounded, anticipated-condition claim, improvement check, candidate acceptance criterion, method-availability claim, monitored risk signal, and proxy-distortion risk. These are not one card status or one PFR participant set.
  4. Pay only for current complexity. Add conditional content only when it changes the current next use; otherwise stop at the lighter card or name the direct pattern for the claim now current.
  5. If the formulation changes EntityOfConcern, effective scheme, ClaimScope, diagram, functional description, or transformation-flow interpretation, name the representation-transition, retargeting, Bridge, structural-reinterpretation, or wording-use relation before inheriting an earlier card disposition.
  6. Close by the honest next use. A filled card without a truthful next use is not a successful result.

Cheap stop. The smallest card that gives a truthful next use is sufficient. A conforming use does not require heavier fields merely because the full inventory exists.

First practitioner use. State the signal, joint EntityOfConcern, scheme, scope, claim family, not-wish reason, improvement check or acceptance probe, and honest next use. Open the relation-boundary aid only when another claim or relation changes that move.

Relation Boundary Aid

Use this aid only after the Thin ProblemCard is legible: signal, joint EntityOfConcern, effective ReferenceScheme, ClaimScope, not-wish reason, improvement check or acceptance probe, and honest next use. It is not a second writing order and not a catalogue of other patterns. It answers one question:

Which claim being made, relation, or boundary changes the problem-card use, and which FPF pattern governs that claim, relation, or boundary?

If the claim, relation, or boundary does not change the current problem-card use, leave it out of the card. If it does change the move, keep only the local cue or reference that makes the card reviewable, then apply the governing pattern for that claim, relation, or boundary.

Current claim, relation, or boundary that changes the card useLocal ProblemCard contentGoverning pattern
Characterization, measurement, indicator, Q-bundle, comparison, acceptance, or parityCharacterization cue, acceptance probe, candidate criterion, comparator cue or window cue, and the current reason the relation changes the problem formulation.C.16, A.19, C.25, G.0, G.4, or G.9 according to the relation named by value.
Archive, pool, front, shortlist, selected set, retained candidate, or set-return sourcesourceSetRef, source-set kind, selection or retention criterion, budget or window when current, and non-scalar next use.C.18, C.19, G.5, G.9, G.11, A.6.P:7a, or C.16.Q according to the relation named by value.
Method family, work planning, work-entry readiness, performed work, result record, evidence, provenance, assurance, gate, or autonomyProblem-side cue, source reference when it changes formulation, and stop condition before that outside use.G.5, A.15, A.15.5, A.10, G.6, B.3, A.21, or E.16 according to the claim named by value.
Temporal, causal-use, representation-transition, retargeting, bridge, structural-reinterpretation, or wording-use relationRelation reference plus the inheritance boundary: what can be reused from the old card and what relation is reopened.C.27, C.28, A.6.3.RT, A.6.4, E.17, F.9, E.18, or E.10 according to the relation named by value.
First-principles or mathematical structure cueCandidate structure, preserved and lost structure when current, practical payoff for problem formulation, problem-formulation follow-up reason, and stop condition.C.29 for mathematical-lens use; A.6.0 for a FormalSubstrate U.Signature declaration when that signature declaration is current.
Agentic safe probe or world-affecting next actionProbe need, risk condition, bounded next action, and the safety named by value, autonomy, gate, work, evidence, or assurance claim kind that blocks local action.C.24, E.16, A.21, A.15, A.10, G.6, or B.3 according to the relation named by value.

Over-capture symptom: the practitioner spends the pattern use classifying FPF patterns while the signal, joint EntityOfConcern, effective ReferenceScheme, ClaimScope, improvement check, acceptance probe, and next use remain unstable.

Repair: return to the Thin problem-side action. State the signal, joint EntityOfConcern, effective ReferenceScheme, ClaimScope, why this is not merely a wish, ticket, slogan, or preselected work request, the improvement check or acceptance probe, and the honest next use. Reopen this aid only for the claim, relation, or boundary that changes that move.

Use Boundaries and Record Budgets

Use C.22.2 when a signal is not yet a problem-side record and downstream task typing, P2W, method-family selection, work planning, evidence use, gate passage, autonomy control, or selected-set use depends on such a record. A known method does not close this pattern when the problem signal, scope, acceptance probe, or EntityOfConcern remains unstable.

Use another pattern directly when the question under repair is already that pattern's EntityOfConcern or governed relation: A.15 for work planning or performed work; A.10, G.6, or B.3 for evidence, provenance, or assurance; A.21 for gate decision; E.16 for autonomy; C.11 for a local choice among explicit options; and C.18, C.19, or G.5 for archive, pool, front, or selected-set governance. C.22.2 may still preserve the problem-side cue or reference that explains why that pattern is now current.

Use record budgets:

  • Thin record budget: signal, joint EntityOfConcern, effective ReferenceScheme, ClaimScope, not-wish, not-slogan, not-ticket, or not-preselected-work reason, provisional improvement check or acceptance probe, and one honest next use.
  • Standard record budget: Thin fields plus the current comparison, acceptance, risk, validation, freshness, unknown-handling, or P2W-readiness fields needed for downstream use.
  • High-relation record budget: Standard fields plus only the relation references needed when public, disputed, high-risk, set-derived, cross-scheme, cross-use-boundary, evidence-adjacent, autonomy-adjacent, gate-adjacent, agentic, temporal, causal, representation, or Part-G relations are current.

Stop at Thin when it gives a truthful next use. Stop at Standard when it is enough to emit or bind a minimal TaskSignature, TaskKind, or ProblemProfile. Apply the governing FPF pattern for the claim being made, relation, or boundary instead of enlarging the card when the issue under repair is no longer the problem-side record itself.

Field Labels and Current-Use Conditions

Use these readable labels only when current for the case:

  • problem signal and exact signal reference;

  • one exact ClaimGraph, joint EntityOfConcern, effective ReferenceScheme, and ClaimScope;

  • actual-PFR assertion with exact polarity and PFR reference only when C.22.PFR independently establishes the occurrence;

  • anticipated-condition, forecast, scenario, or counterfactual claim with assumptions and horizon;

  • method-availability or solvability claim with admitted method set, evidence qualification, constraints, and intended use;

  • primary viewpoint or role concern as claim qualification, never as card or PFR identity;

  • symptom detector, problem hypothesis or cause-theory cue, and rival formulation when current;

  • improvement check, acceptance probe, characterization relation, characteristic or Q-bundle relation, indicator selection, and parity or comparison relation when current;

  • mandatory constraints, risk condition, validation boundary, freshness or expiry condition, and unknown handling;

  • problem-formulation follow-up reason when it changes review, discrimination, or receiving use;

  • representation-transition, retargeting, Bridge, structural-reinterpretation, or wording-use reference when an earlier disposition may no longer transfer;

  • sourceSetRef, source-set kind, selection or retention criterion, budget or window, and non-scalar next use when the signal comes from a set, pool, front, archive, shortlist, or selected set;

  • firstPrinciplesCue when a mathematical structure changes the formulation; and

  • governing-pattern cue naming the direct pattern, claim kind, exact receiving-use reference, and stop condition when an outside claim changes the card use.

Field current-use classRequired treatment
C.2.1 constitutionState the exact ClaimGraph, one joint EntityOfConcern, and effective ReferenceScheme. These constitute the card episteme; ClaimScope, viewpoint, assumptions, windows, and receiving use qualify the relevant claims and relations, while id, carrier, and publication remain outside constitution.
Core problem-side claimsState the signal, ClaimScope, claim family, not-wish reason, improvement check or acceptance probe, and honest next use.
Conditional claims and referencesAdd only the exact characterization, comparison, risk, validation, freshness, set-source, representation, forecast, solvability, PFR, or other direct relation content that changes the move.
Governing-pattern cueKeep only the local cue or reference needed by the card, then name the direct pattern and claim kind that govern the outside use.

If a conditional value is not current, omit it rather than writing unknown. Use unknown only where a current direct pattern admits that result or value. If a required current value is unavailable, state whether the next use is blocked, degraded, sandboxed, or must return to its governor. A stale value receives the G.11/currentness disposition; an intentionally omitted value states the record-budget reason without implying it was checked.

When the card compares options, retained candidates, or rival formulations, it states the exact comparison or parity relation or why comparison is not current. Absence is a disposition, not an automatic defect; any positive parity or selected-set result remains outside C.22.2.

problemCardWitnessRefs may be used as a local recoverability group, not as a new kind or evidence graph:

problemCardWitnessRefs:
  problemSignalRef?
  sourceSetRef?
  selectionOrRetentionCriterion?
  characterizationRelationRef?
  parityRelationRef?
  freshnessRef?
  representationOrWordingUseRelationRef?

Generated variants, evaluator feedback, and open-ended mutation remain signal or source-set cues. They do not constitute the card, supply evidence sufficiency, make PFR obtain, or authorize action.

Anti-Pattern Checks and Worked Slices

Anti-pattern checks start from the local card use:

  • card-as-executable-work request: the card is treated as executable work while method, plan, and work occurrence remain undecided;
  • form-completion: every field is filled because the template exists, even though the Thin next use would be truthful;
  • readiness shortcut: P2W-ready is declared from signal and scope alone, without improvement check or acceptance probe;
  • source-claim shortcut: a preselected solution, work request, proof-looking reference, gate-looking cue, or authority-looking cue replaces the problem-side signal, joint EntityOfConcern, effective ReferenceScheme, ClaimScope, acceptance probe, and next use;
  • scalar shortcut: archive, set-return, Goldilocks, NQD, OEE, partial-order, stepping-stone, or indicator material collapses into one readiness score;
  • prestige shortcut: first-principles or mathematical wording is kept without practical payoff, preserved and lost structure when current, problem-formulation follow-up reason, and stop condition.

Local stop rule: if the encountered material tries to carry a claim outside C.22.2, the card keeps only the cue or reference that changes problem formulation or the next use, then names the governing FPF pattern and claim kind named by value to use before that claim is relied on.

A conforming C.22.2 use is testable against at least one Thin worked slice, such as repeated task rework or another compact problem signal, showing signal, EntityOfConcern, ReferenceScheme, ClaimScope, not-preselected-work reason, improvement check, and next use. It is also testable against at least one High-relation worked slice from a set, archive, pool, front, shortlist, selected set, or portfolio source, showing sourceSetRef, candidate acceptance criterion, risk condition, and the claim, relation, or boundary without creating a local portfolio or archive kind.

Conformance Checklist Requirements

The checklist protects a completed or reviewed card from overread; the writing order remains the Thin form and honest next use.

CheckRequired test
C.2.1 identityThe card has one exact ClaimGraph, one independently identified joint EntityOfConcern, and one effective ReferenceScheme. Unrelated PFRs or other concerns force ClaimGraph/card split.
Claim-family separationActual-PFR assertion polarity, reliance result, anticipated-condition claim, and method-availability or solvability claim remain distinct.
PFR boundaryAny affirmative actual-PFR assertion names an occurrence independently established by C.22.PFR. A card, signal, label, viewpoint, evidence item, method, or negative assertion creates or ends none.
Core usabilityThe card states signal, ClaimScope, claim family, not-wish reason, improvement check or acceptance probe, and honest next use.
P2W-ready reasonP2W-ready appears only with an improvement check or acceptance probe and one named downstream use; it is problem-side readiness only.
Field budgetConditional content appears only when current; absence and admitted unknown remain distinct.
Exact source and setA set-derived card preserves exact sourceSetRef, set kind, retention or selection criterion, and non-scalar next use without becoming an archive or portfolio object.
Direct-governor cueClaims outside C.22.2 remain local cues or references and name the exact pattern and claim kind used next.
Constitution stays exactOnly ClaimGraph, one joint EntityOfConcern, and effective ReferenceScheme constitute the card. Scheme, ClaimScope, assumptions, windows, viewpoint, receiving use, and any exact A.15.6 Work reference stay in their claims and direct relations; no setting, carrier, or organization is added as a participant.
Currentness and changeFreshness, changed representation, retargeting, or unknown-blocked use states refresh, retirement, bounded use, abstainOrNoChange, or the exact relation reopened.
Scalar and proxy guardGoldilocks, NQD, OEE, set-return, priority, indicator, or stepping-stone wording does not become one readiness score or substitute for value.
First-principles payoffA mathematical cue states practical payoff, preserved and lost structure when current, follow-up reason, and stop; C.29 governs the lens use.
External wording recoveryPassport, rule-of-choice card, evidence pack, autonomy budget, logs, gates, portfolio, factory, and similar source terms enter only as exact signal, set, characterization, comparison, or follow-up material under their direct governors.
Record-budget invariantThe card is as small as the current next use permits; a template, relation aid, or worked example is not another FPF kind.

Problem-Kind Recovery

Problem remains an ordinary word when no FPF-governed claim is being made. Recover it only when wording changes a governed kind, relation, selector use, evidence claim, causal-use claim, assurance claim, decision, or use boundary.

FPF-governed useCurrent recoveryC.22.2 disposition
Symptom, anomaly, deviation, risk signal, or stakeholder signalProblem signal or exact signal referenceMay trigger a card but is not an actual Problem or complete problem-side claim by itself.
Problematic situationPlain cue for an exact condition, entity, Work, transformation, or relation under its direct patternThe phrase introduces no U.Situation; an actual Problem still requires one obtaining C.22.PFR relation.
Actual ProblemOne obtaining ProblematicForRelation with exact condition and applicability participantsC.22.PFR governs actuality and identity; the card can assert or designate it only after that settlement.
Forecast, scenario, counterfactual, or anticipated conditionExact non-actual claim with assumptions, horizon, and direct governorPreserve the claim family; do not turn affirmative wording into current PFR obtaining.
Method availability or solvabilityClaim over admitted methods, evidence, constraints, and one intended useSelecting a method revises this claim but does not end an actual PFR.
Framed problem-side representationClaimGraph about one joint EntityOfConcern under one effective ReferenceScheme and ClaimScopeCenter of ProblemCard; representation change uses its direct transition, retargeting, Bridge, or wording-use governor.
Candidate from archive or retained poolMember of an exact source set under a retention relationPreserve sourceSetRef, set kind, criterion, budget/window, and non-scalar next use; set semantics remain outside the card.
Selected problem from a set-return treatmentExact selected member under a direct selection relationThe card may carry the member, but selection, parity, archive, and set-return claims remain with G.5, C.18, C.19, G.9, G.11, A.6.P:7a, or C.16.Q as applicable.
Problem ready for selector-facing useCard sufficient to prepare or assign TaskSignatureC.22 constitutes and assigns TaskSignature; C.22.2 does not dump card content into it.
Downstream task, method, plan, or performed-Work cueExact value or relation under C.22, G.5, A.15, or another direct patternKeep only the problem-side cue and stop before claiming the downstream result.
E.8 or E.9 Problem frameAuthoring or decision-rationale sectionNot a ProblemCard and not an actual Problem by heading alone.

The card may reference candidate ProblemProfile, TaskSignature, source set, PFR, forecast, solvability claim, or first-principles cue only when that reference changes its use. No reference is promoted into a local kind or card constitution component.

Problem, Task, Method, Work, and Result Split

ProblemCard remains usable while a method is unknown, contested, or not yet selected. A known method does not make the card ready when signal, EntityOfConcern, ClaimScope, claim family, or acceptance probe remains unstable. If the problem-side episteme and method are accepted and only planned execution remains, apply A.15.

Term or local nameCurrent FPF recoveryLocal disposition
ProblemOrdinary wording, ProblemCard claim content, or actual PFR according to the sentenceC.22.2 governs the card; C.22.PFR governs the actual relation. Label alone decides neither.
ProblemCardC.2.1 episteme about one joint EntityOfConcernCompact problem-side result before P2W; not a work request or world-side Problem.
ProblemProfileC.2.1 episteme used by a named receiving selection useNot the card, TaskSignature, method, or Work request.
TaskKind, TaskFamilyRef, TaskSignatureC.22 selector-facing declaration content and epistemeDownstream typing values; not WorkPlan entries.
TaskSignatureAssignmentRelationObtaining relation among exact problem-side episteme, TaskSignature, and receiving-use epistemeSeparate from all three participants and from card fields.
Method-family selection claimG.5 comparison or selection resultNot a card field and not PFR cessation.
U.Method, U.MethodDescriptionMethod and method-description valuesGoverned by their direct method patterns.
U.WorkPlan, SlotFillingsPlanItemIntended Work and plan itemGoverned by A.15; not TaskSignature or ProblemCard.
U.WorkPerformed dated WorkGoverned by A.15.1; its record or evidence is separate.
Result, measurement, assertion, evidence, or relianceExact output under C.16, C.2.1, A.10, G.6, B.3, G.11, or the direct result patternCan support a card claim but neither constitutes the card nor makes PFR obtain.

Transition to C.22 only when the card can prepare or designate the exact problem-side episteme or ProblemProfile needed by one receiving use and one TaskSignature is adequate for that use. If several profiles or signatures remain plausible, preserve candidates rather than asserting one assignment. When the question becomes selection, planning, performed Work, result, gate, evidence, or reliance, apply its governor instead of expanding the card.

Relation to C.22

C.22 governs TaskSignature constitution and TaskSignatureAssignmentRelation. ProblemCard is earlier and explicit: it states which problem-side claims are ready for P2W, search, comparison, characterization, refresh, retirement, or another direct pattern.

A card may prepare TaskKind, characteristic bindings, scope, and candidate TaskSignatures. C.22 assigns one only when the exact problem-side episteme, TaskSignature, and receiving-use episteme satisfy its obtaining rule. Several plausible signatures remain candidates.

No card detail is copied wholesale into TaskSignature. Downstream method, Work, result, evidence, gate, autonomy, archive, portfolio, and selected-set claims remain with their direct patterns.

Characterization, Indicators, and Comparability

ProblemCard states either a recoverable characterization relation and comparability or parity relation, or an explicit current reason why the problem can proceed without one.

The heavy content stays with existing FPF patterns:

  • C.16 carries measurement characterization, backing, and comparability discipline;
  • A.19 carries characteristic, scale, unit, polarity, and indicator-use discipline;
  • C.25 carries Q-bundles and quality-like multi-characteristic bundles;
  • G.9 carries parity, comparison-window, comparator, budget, unit, repeatability, and reproducibility pins;
  • G.0 carries comparison-frame and CG-Spec governance;
  • G.4 carries acceptance clauses and threshold predicates;
  • G.5 governs selected-set publication when the problem enters a selected set.

Missing characterization or parity relation is a current disposition. The record applies the characterization, parity, search, or pool pattern when that relation is current instead of pretending the problem is ready for P2W.

The C.22.2 candidate acceptance criterion separates functional check, constraint compliance, risk or safety boundary, parity or comparison relation, and freshness window when those relations are current. Comparison frame, CG-Spec, or comparability governance is governed by G.0. Acceptance clauses and acceptance threshold predicates apply G.4; C.22.2 may name only the needed relation, cue, or reference. Passing a test, improving one observed indicator value, or naming an acceptance phrase is not by itself sufficient for P2W use.

Source Record-Form Recovery

Source record names are recovered by use, not by label shape. This section prevents source prose from becoming local C.22.2 subobjects.

Source form familyC.22.2 preservationGoverning pattern named by value for outside use
Problem card, problematization passport, problem-side note, or ordinary problem signalCarry the signal, joint EntityOfConcern, effective ReferenceScheme, ClaimScope, improvement check or acceptance probe, and next use.C.22.2 governs only the problem-side episteme; downstream selector-facing use remains with C.22.
Archive, portfolio, palette, front, shortlist, selected set, LivePool, set-return, or retained candidatePreserve sourceSetRef, source-set kind, selection or retention criterion, budget or window when current, and non-scalar next use.C.18, C.19, G.5, G.9, G.11, A.6.P:7a, and C.16.Q according to the relation named by value.
Characterization passport, characteristic card, parity plan, comparison note, rule-of-choice card, or acceptance-looking rowPreserve the cue, candidate criterion, comparator cue or window cue, and current reason the relation changes formulation.C.16, A.19, C.25, G.0, G.4, G.9, or C.11 according to the relation named by value.
Evidence pack, provenance note, assurance row, gate log, autonomy budget, runbook, rollback plan, method selection, work plan, performed-work note, result record, or result measurementPreserve only the problem-side cue, risk or validation boundary, source reference, and stop condition before that use.A.10, G.6, B.3, A.21, E.16, G.5, A.15, C.16, or G.11 according to the claim named by value.
Candidate solution, described system, ordinary log, budget, ledger, protocol, plan, pack, or factory wordingRecover the use under repair: problem-side source material, problem-side source relation, selected-set material, work, evidence, gate, or autonomy material, or ordinary example.Apply the governing pattern for the recovered relation; do not mint a local C.22.2 kind from the label.

The repair rule is short: if the source material supplies problem-side material, copy the material into the card's current fields. If it supplies another FPF-governed claim, keep only the local cue and apply the pattern that governs that claim.

Portfolio, Archive, and Set-Return Treatment

Archive, portfolio, pool, front, shortlist, selected-set, and set-return material remain source and set cues for the current problem-side record. ProblemCard preserves sourceSetRef, source-set kind, selection or retention criterion, and the non-scalar next use when current; portfolio and archive governance stays with the named governing patterns and does not become a local problem-card kind.

Archive, portfolio, palette, front, shortlist, ranked shortlist, selected set, LivePool, and set-return material remain current source distinctions, but their current FPF governing patterns are already available:

Source wordingCurrent FPF pattern or relationRequired problem-card preservation when the corresponding claim is being made
Problem archiveC.18, C.19, A.10, G.6Preserve source set or reference, retention criterion, candidate status, and provenance relation.
Problem portfolioG.5, C.19, G.9, G.11Preserve selection or retention criterion, budget or window, review cadence, and selected-set or LivePool relation.
PaletteC.18, C.19, G.5Preserve candidate-family or option-set interpretation without turning it into evidence or approval.
FrontC.18, A.19, C.25, G.5Preserve declared characteristics and non-dominated set interpretation.
ShortlistG.5, with G.9 when comparison pins matterPreserve selected-set criterion and downstream use.
Ranked shortlistG.5 only when a declared order is declaredPreserve ranking criterion or narrow to selected set with tie notes.
Selected setG.5Preserve selected-set output, selection pins, and unknown handling.
LivePoolC.19Preserve pool policy, current treatment, and change trigger.
Set-returnG.5, C.18, C.16.Q, declared comparison recordsPreserve set-valued result when no total order is declared.

A singleton problem card is the degenerate case. If it came from a portfolio, front, archive, or pool, the selected problem remains traceable through sourceSetRef: the lightweight reference to the source-set kind, source reference, selection or retention criterion, budget or window, review cadence, and direct pattern when current. sourceSetRef is a reference field, not a new kind and not a downstream claim carrier.

sourceSetRef preserves the recoverable set-source relation when current: Palette, Front, Archive, ExplorationArchive, Shortlist, RankedShortlist, SelectedSet, LivePool, or another accepted source-set form. If the set-source relation is not recoverable, the card may keep a set-finding cue, but it does not claim selected-set readiness or archive-derived readiness.

When multiple plausible problem formulations remain current, C.22.2 does not bind one TaskSignature prematurely. Each optional rivalProblemFormulationRef states the rival formulation, EntityOfConcern, effective ReferenceScheme, ClaimScope, preserved concern, lost concern, reason not selected yet, and next discrimination action. It is not a CG-Frame, not the E.8 Problem Frame, and not a representation-frame kind. The next discrimination action may be to characterize, compare, retarget, reopen the source material or source relation, choose a local problem formulation, or apply the relation-bearing pattern. Reframing is triggered when EntityOfConcern, effective ReferenceScheme, ClaimScope, viewpoint qualification, or cause-theory cue changes the problem representation enough that readiness or use-boundary cannot be inherited by wording continuity.

Goldilocks and Set-Return Docking

Goldilocks problem selection is the problem-side adaptation of the current NQD, OEE, and set-return family. It is not direct QD or OEE vocabulary import, not a new scalar readiness doctrine, not a local QD or OEE vocabulary, and not a single score. C.22.2 does not mint GoldilocksProblem, GoldilocksScore, GoldilocksReadiness, or any equivalent local kind; Goldilocks remains a readiness and selection interpretation carried by current governing patterns.

A Goldilocks, stepping-stone, or archive-derived problem is represented by its source-set reference, selection or retention criterion, and current next use, not by one difficulty, priority, or readiness score.

ProblemCard carries only the problem-side readiness fields and relation references:

  • source set kind when archive, pool, front, shortlist, selected set, or portfolio language is current;
  • solvability band;
  • characteristic-space, declared problem-side characteristic descriptor, or Q-bundle relation;
  • declared difference criterion when novelty or diversity is claimed, or apply the governing characterization or comparison pattern;
  • non-scalar trade-off, dominance, partial-order, or set-return relation when that relation is being made;
  • measurability or explicit unknown handling;
  • reversibility or containment for safe probing when current;
  • stepping-stone option value when retention matters;
  • expiry or refresh condition;
  • selected-set, archive, pool, front, or parity relation when that relation is being made.

The local solvability band label means a scheme-and-scope-qualified, non-scalar interpretation of feasible-but-not-trivial fit under current capability, constraints, validation boundary, and optional set-return relation. It is not a universal difficulty claim, hidden readiness scale, or single-score ranking.

If the band cannot be tied to a characteristic, Q-bundle, comparison, retention, or capability relation and its qualification, treat Goldilocks wording as informal recognition only and bind any selection, set-return, or parity claim to its direct governor.

The current governing family is C.18, C.19, G.5, G.9, G.11, A.6.P:7a, and C.16.Q. The relation to C.22:14 is a role and timing relation inside the same family: C.22.2 uses the family before P2W, while C.22:14 uses it downstream when candidate solutions for a TaskKind make TaskSignature informative.

Structure Cue That Improves Formulation

C.29 carries mathematical-lens use for first-principles or mathematical structure cues used by ProblemCard.

firstPrinciplesCue is a local cue label for a formulation-changing structure and a cue to apply C.29; it is not a local mathematical-lens kind or a substitute for a C.29 lens-use result.

The problem card may ask whether a first-principles or mathematical structure helps find or improve the problem formulation, not only whether an already-mentioned mathematical expression helps the problem formulation. Useful cues include state space, graph, boundary, topology, symmetry, invariant, variational or constrained-optimization structure, probability or information structure, resource bound, obstruction, scale window, composition, or coarse-graining choice.

The practitioner-facing use is:

State the structure that improves the problem formulation, the preserved structure, the lost structure, the practical payoff, the problem-formulation follow-up reason, and the stop condition.

Distribution by principles:

Source-side cueCurrent FPF pattern or relationC.22.2 use
Zero-principles and first-principles invariants, constraints, symmetry, composition, multi-scale description, variational structure, probability or information, and resource limitsC.29, with A.19, C.16, C.25, and G.9 when characteristics, measurement characterization, quality bundles, or parity are currentCarry a first-principles or mathematical structure cue and apply the governing pattern for the claim being made, relation, or boundary.
Second-principles method-family implicationsG.5, A.15, E.18, A.19 as applicableName the method-family cue; do not perform method selection in the problem card.
Third-principles reproducibility, checks, templates, records, logs, rollback, evidenceA.10, G.6, B.3, A.21, G.11, E.16 as applicableName the reproducibility or evidence cue and apply the governing pattern for the claim kind named by value before relying on that claim.

When no useful mathematical structure survives, record that absence and proceed without forcing mathematical prose into the problem card.

Validation, Reliance, AI-Agent Cues, and Safe Probing

ProblemCard exposes three local fields for downstream use:

  • problem-formulation follow-up reason: why this formulation is worth keeping, reviewing, discriminating, or moving onward now;
  • validation boundary: what has been checked for the current next use, what may be used now, and which use is governed by another pattern;
  • risk condition: the monitored risk, cost-of-error concern, or containment concern that may change the safe next action.

Use these fields to state a local reliance disposition, not to authorize downstream action.

Card-use conditionLocal dispositionNext pattern application
The current reason is sufficient for the named reversible P2W use.P2W-ready only for that named use, with effective ReferenceScheme, ClaimScope, qualification window, validation boundary, and stop condition.Apply measurement, evidence, temporal, refresh, representation, gate, autonomy, Work, or assurance patterns only when those claims are part of the use.
The reason is useful but narrower than the attempted use.Narrow the attempted use; name the narrowed use, blocked attempted use, and stop condition.Apply the governing pattern for the missing claim, relation, or boundary.
Source material, source relation, validation, or currentness is stale, conflicted, uncalibrated, or untied to the current relation.Choose abstainOrNoChange, refresh, or reopen; name the missing relation, evidence-needed cue when current, and decision point.Use A.10, G.6, B.3, C.16, C.27, G.11, A.6.3.RT, A.6.4, E.17, F.9, or E.18 according to the reopened relation.
The proposed next action can affect the world, spend resources, call tools, delegate to agents, change operational state, or make safety, release, gate, or work claims.Block local use or name the governing relation; keep only the problem-side cue inside the card.Apply B.3, A.21, E.16, A.15, A.10, G.6, or B.2.5 when the corresponding controlled-EntityOfConcern relation is current.

Cause-theory cues may focus problem formulation inside ProblemCard. Association, intervention, counterfactual, responsibility, expected-effect, or causal-evidence claims are governed by C.28 plus evidence, provenance, or assurance patterns when those claims are being made.

Environment design and safe probing may appear as problem signal reference, validation boundary, risk condition, or governing-pattern cue. If the next action can affect a controlled EntityOfConcern, the card names the probe need plus the claim kind named by value that blocks local action; any deontic permission, work authorization, release authorization, or gate passage stays with the governing pattern for that claim.

Freshness, Expiry, and Unknown Handling

C.22.2 includes a section-local state and disposition vocabulary for ProblemCard; this vocabulary is not a new FPF kind. These labels describe the card's current governed use; they are not required states in a transition sequence, event kinds, or gate records. The local labels are:

State or disposition labelRequired interpretation
draftSignalA problem signal has been captured, but the card is not yet reviewable.
reviewableThe problem-side record can be inspected, challenged, sent onward, or refined, but it is not necessarily P2W-ready.
P2W-readyLocal disposition label with plain gloss: problem-side input ready. The problem-side record is sufficient for downstream P2W or selector-facing use; it is not ReadyForWork, GateReady, MethodReady, AutonomyReady, or work authorization.
governing-pattern cueA claim, relation, or boundary outside C.22.2 changes the current problem-card use; the card names the governing FPF pattern and claim kind named by value to use next without claiming that use inside C.22.2.
staleFreshness or expiry blocks the intended downstream use until refreshed, retired, or otherwise disposed.
refreshedThe relevant signal, source material, source relation, ReferenceScheme, ClaimScope, characterization, parity, evidence, provenance, assurance, representation relation, or wording-use relation has been updated enough for the named use.
retiredThe problem-side record is no longer used as a current problem for downstream work.
archivedThe record is retained under the relevant archive, pool, front, or selected-set pattern without being current for P2W.
abstainOrNoChangeNo downstream receiving use is selected because the signal is stale, duplicate, already solved, already absorbed, unnecessary, or not worth current downstream Work.

Freshness names the exact affected locus: problem signal, effective ReferenceScheme, ClaimScope, characterization or parity relation, problem-formulation reason, source material, source relation, source-set reference, representation relation, or wording-use relation. For the problem signal, ask whether it is still present, recurring, solved, absorbed, duplicate, unnecessary, or no longer worth downstream work. For ReferenceScheme or ClaimScope, ask whether the applicable meaning, cut, assumptions, window, or receiving use changed enough to alter the formulation. For characterization or parity, ask whether measurement, comparison, and parity relations are current enough for the intended use. For the formulation reason, source material, or source relation, ask whether cited sources, provenance, reason references, and source references remain current. For a source set, ask whether archive, front, pool, shortlist, or selected-set membership and its selection or retention criterion remain current. For a representation or wording-use relation, ask whether wording, diagram, functional description, transformation-flow path, Bridge, retargeting, or other representation change alters the EntityOfConcern, effective ReferenceScheme, ClaimScope, viewpoint qualification, comparison relation, governed next use, or relation needed for inheritance.

A stale source material, source relation, or evidence reference does not always retire the problem; it may require refresh while the problem remains reviewable. A stale problem signal may lead to refresh, retire, archive, abstain or no-change, or a governing-pattern cue for the claim, relation, or boundary that is checked.

Freshness or expiry failure is a current disposition. A stale or unknown-bearing problem card may remain reviewable as a problem-side record, but it does not become P2W-ready unless freshness and unknown handling permit the intended downstream use. A stale problem card does not silently remain usable as P2W input.

When freshness, expiry, or unknown handling fails, choose one of these current dispositions:

  • refresh the problem card or its characterization or comparison relation under G.11, C.16, A.19, C.25, or G.9;
  • retire or deprecate the problem-side record under the relevant archive, pool, selected-set, or refresh pattern;
  • continue only as explicitly governed bounded-risk use under the governing pattern for the claim being made, relation, or boundary.

Unknown-handling fields state whether they permit use, require degraded use, abstention, or sandbox treatment, or make the current problem formulation blocked. No P2W, no change, or abstain-for-now may be a successful next use when the signal is stale, duplicate, already solved, already absorbed, unnecessary, or not currently worth downstream work. Before ProblemCard emits or binds TaskSignature, it checks whether the problem signal is still present and whether prior work has already solved or removed the problem.

Representation and Wording-Use Relation Continuity

C.22.2 names A.6.3.RT, A.6.4, E.17, F.9, E.18, and E.10 only when changed problem formulations, diagrams, functional descriptions, transformation-flow paths, wording, or PathSlice examples carry a current representation, bridge, retargeting, structural-reinterpretation, or wording-use claim. The card may preserve the local cue, reference, or problem-formulation follow-up reason, but it does not prove continuity or use-boundary inheritance by wording similarity.

Framing is not wording repair. A framing change applies when EntityOfConcern, effective ReferenceScheme, ClaimScope, viewpoint qualification, comparison relation, use-boundary inheritance, or honest next use changes. Wording-use repair is current only when wording, diagram, functional description, transformation-flow path, Bridge, retargeting, or another representation change alters the carried problem-side representation, EntityOfConcern, effective ReferenceScheme, ClaimScope, viewpoint qualification, comparison relation, governed next use, or governing-pattern cue. Ordinary wording cleanup triggers no representation-continuity relation and does not block a Thin ProblemCard.

Pattern or pattern familyWhen it matters for the cardC.22.2 use
C.22Problem-side record, ProblemProfile, and TaskSignature are being related.Keep TaskSignature minimal and apply representation-transition, bridge, retargeting, structural-reinterpretation, or wording-use patterns only when a current relation claim or use-boundary appears.
C.16, A.19, C.25, G.9, and G.11Characterization, characteristic, Q-bundle, parity, or freshness representation changes the selected entity or comparison relation.Preserve only the problem-card cue and apply the characterization, parity, bundle, or refresh relation named by value when that relation is being made.
C.29A mathematical representation preserves, coarsens, or retargets the EntityOfConcern or the problem-side representation.Use C.29 output and representation or wording-use relation references when structure changes entity interpretation.
C.18, C.19, and G.5Archive, pool, front, shortlist, selected set, method-family, or selected-set output uses transformed representations.Preserve source-set reference, criterion, and downstream use; keep selection semantics outside the card.
A.6.P, C.16.Q, E.10, E.17, F.9, E.18, A.10, G.6, B.3, A.21, E.16, and A.15Source wording, quality wording, multi-view, bridge, structural reinterpretation, evidence, provenance, assurance, gate, autonomy, method, or work relation is current.Keep the local cue only; apply the governing pattern for the claim being made, relation, or boundary before reusing readiness or relying on the transformed material.

C.22.2 may not treat changed-problem examples as governed relations unless the appropriate accepted FPF relation is named.

Source and P2W Carry-Forward

The source presentation is not compressed into a generic problem-card summary. The following source details become carry-forward constraints for C.22.2 use and for the P2W-facing relation from C.22.2.

Source detailCurrent FPF recoveryC.22.2 carry-forward relation
Source examples: person, team, organization, system, community, episteme, and exact WorkRecognition material for the EntityOfConcern or exact A.15.6 Work when it changes problem-card use; not a new FPF kind taxonomyA domain or practice locus may qualify the effective ReferenceScheme, ClaimScope, horizon, indicators, cost of error, role concern, or comparison, but it neither constitutes the card nor identifies an actual Problem.
Engineering language for reproducibility and management language for coordination, rights, resources, and responsibilityVerification and reproducibility, coordination, right, resource, and responsibility claims are different FPF relationsC.22.2 may name reproducibility, role, budget, right, or responsibility cue only as a field or relation reference; claims outside the problem-side record stay with their governing patterns.
Problem factory, solution factory, and factory-of-factoriesSource exposition for three related work families, not FPF process kindsC.22.2 covers only the problem-side output. Solution and P2W relations use G.5, A.15, E.18, A.10, G.6, B.3, A.21, E.16, and G.11; organizational-development or platform-capability questions are outside this pattern.
Characterization protocol: ReferenceScheme, ClaimScope or slice, compared set, role or viewpoint characteristics, scale, polarity, measurement method, freshness, repeatability, budget, missing data, and comparison rulesC.16, A.19, C.25, and G.9 governing patternsProblemCard cites characterization and comparability relations when current; available measurement alone is not an accepted indicator-use relation.
Indicator roles: mandatory constraints, optimization objectives for the current cycle, and risk signalsCharacteristic and Q-bundle use under selected comparison or acceptanceC.22.2 preserves whether an indicator is a mandatory constraint, an optimization objective, or a monitored risk signal when that distinction affects acceptance.
Problem portfolio as period-bounded selected set with budget, role assignment, review cadence, and not-selected dispositionG.5, C.19, G.9, G.11, A.6.P:7a, and C.16.QProblemCard preserves source set or reference, selection or retention criterion, budget or window, review cadence, and not-selected or stepping-stone disposition when the set-source relation is current.
Goldilocks as zone-of-growth selection calibrated to current capability, effective ReferenceScheme, and ClaimScopeProblem-side entry to current NQD, OEE, and set-return familyC.22.2 does not turn Goldilocks into one global difficulty scale or scalar readiness score.
Stepping stones as option value: new actions, tools, data, interfaces, environments, or experiment modes that may expand downstream searchRetained archive, front, or pool member, or selected-set reasonC.22.2 may record stepping-stone value only with a governing set-return, archive, or pool pattern and a retention or tie-break criterion.
P2W chain: signatures and principles help select formalism, ontology, characterization, and method-family materialA.6.0, A.6.1, C.16, A.19, C.29, G.5, and E.18C.22.2 supplies problem-side cues and relation references; it does not select the formalism, ontology, mechanism, or method family by itself.
P2W chain: condition measurement and comparison help select a concrete methodC.16, A.19, C.25, G.9, G.5, and A.15State the comparison-and-acceptance cue or acceptance-criterion reference and parity and characterization relations needed by downstream method selection.
P2W chain: work planning makes planned work inspectableA.15, A.15.3, and SlotFillingsPlanItemC.22.2 may emit or bind TaskSignature, but planned work stays in work-planning patterns.
P2W chain: performed work produces work-result recordsA.15, A.10, G.6, and B.3C.22.2 does not treat performed work or result records as problem-card fields beyond problem-side cues or named relation references.
P2W chain: result measurement can trigger refresh or return to earlier source materialC.16, G.11, A.10, G.6, B.3, C.18, and C.19C.22.2 states freshness or expiry and unknown-handling dispositions that let downstream result measurement refresh, retire, or re-open the problem-side record.
Runbook, rollback plan, canary, SafeStop, error budget, and override protocolWork, gate, autonomy, evidence, and control recordsThese source forms are not C.22.2 subobjects; apply A.15, A.21, E.16, A.10, G.6, or B.3 when the corresponding claim is current.
Trust debt after reliance-window expiryFreshness and decay indicator and bounded-risk continuation questionTreat trust debt as an indicator or problem-formulation follow-up reason, not as punishment, proof failure, or gate passage by itself.

This carry-forward preserves detail, not broader scope. C.22.2 remains the problem-side output; P2W uses it with enough problem-side cues and exact receiving-use and Work references to select method families, plans, performed Work, and result measurement without making the card a P2W pattern.

SoTA Decision-Use Source Material

The following external anchors are adopted or adapted only where they change this pattern's local answer by value.

Current source or relation lineReferencePattern useDisposition
Problem framing turns an ill-structured situation into a solvable design problem and requires care because "framing" is ambiguous.2025 CEEA paper "Towards a Theoretical Framework of Framing in Engineering Design", https://doi.org/10.24908/pceea.2025.19713Contributes deconfliction of symptom, situation, framed problem representation, and task.Adopted as field and kind-recovery cue; wording is expressed in current FPF terms.
Strategic problem framing distinguishes symptoms and attention allocation from causal problem formulation.2025 Organization Science article "Looking at the Trees to See the Forest: Construal Level Shift in Strategic Problem Framing and Formulation", DOI suffix 2024.19134, https://doi.org/10.1287/orsc.2024.19134Motivates the fields for problem signal, problem hypothesis/cause-theory cue, and improvement check.Adapted; causal claims still apply C.28 plus evidence, provenance, or assurance patterns when current.
QD and OEE work motivates collections, fronts, archive retention, set-return, and non-single-winner treatment.2026 survey "A survey on Quality-Diversity optimization: Approaches, applications, and challenges", https://www.sciencedirect.com/science/article/pii/S2210650225003979; QD-as-MOO reference https://arxiv.org/abs/2602.00478 checked 2026-05-20Motivates set-source-reference and Goldilocks docking into current C.18, C.19, G.5, G.9, G.11, A.6.P:7a, and C.16.Q.Adopted as field and relation cue; no local QD or OEE vocabulary or scalar readiness score is introduced.
Open-ended coding agents use archives, self-improvement, problem variants, evaluator feedback, and stepping-stone retention.Darwin Godel Machine https://arxiv.org/abs/2505.22954, FrontierSmith https://arxiv.org/abs/2605.14445, and AlphaEvolve https://arxiv.org/abs/2506.13131, all checked 2026-05-20Contributes record-form, set-source reference, Goldilocks, safe-probe, and freshness fields and relation references for archive, problem generation, safe probes, evaluator feedback, no-change and abstain dispositions, and autonomy and evidence boundaries.Adapted as recent trend cue; C.22.2 is not turned into AI-agent doctrine or an AI-agent management pattern.
External AI-agent and autonomy practice more often makes evidence, log, gate, autonomy-budget, and update-discipline claims current.Presented material plus current FPF autonomy, evidence, and gate patternsMotivates governing-pattern assignment for validation, AI-agent cues, and safe probing.Non-FPF-governed for the center of C.22.2; FPF-governed content remains with E.16, A.21, A.10, G.6, B.3, A.15, and G.11.

If a C.22.2 use carries a wider external claim than these dispositions, the claim is outside this pattern and requires a separate content decision or demotion to a non-FPF-governed example.

Each FPF-governed SoTA use is recovered as a local test: source idea, FPF invariant, practitioner check, and popular shortcut rejected. A source citation without that local test is not enough to carry pattern use.

Local SoTA-to-action tests:

Source or relation cuePopular shortcut rejectedRequired local resultReopen condition
Problem framing is ambiguous and abstraction shifts matter.Symptom, root-cause story, request, or ticket is treated as the problem.Recover signal, framed problem representation, EntityOfConcern, effective ReferenceScheme, ClaimScope, viewpoint qualification, improvement check, and rival formulation when current.Reopen when scheme, scope, viewpoint, rival formulation, evidence need, or improvement or acceptance probe changes.
P2W uses only a reviewable problem-side record.P2W-ready is treated as Work authorization, gate passage, method selection, evidence proof, assurance, or selected solution.State problem-formulation follow-up reason, validation boundary, readiness disposition, retained P2W use, blocked attempted use, and governing-pattern cue when an outside claim is current.Reopen when the signal, EntityOfConcern, ReferenceScheme, ClaimScope, acceptance probe, follow-up reason, validation boundary, freshness, or named outside claim changes.
QD, OEE, and set-return work produce archives, fronts, pools, and selected sets.Priority score, single winner, local problem portfolio, or local selected-set claim.Preserve sourceSetRef, source set kind, selection or retention criterion, and a non-scalar next use; apply the governing set, parity, archive, pool, or refresh pattern when current.Reopen when the source set, retention criterion, parity relation, archive, pool, front, selected set, budget, window, or freshness disposition changes.
Open-ended agents, problem variants, evaluator feedback, and stepping stones change signal interpretation.Agent output, evaluator trace, or generated variant is treated as enough to act.Record generator, evaluator, variant, or stepping-stone reason source only as a problem-side cue; name validation, freshness, and pattern reference named by value before probe or action.Reopen when generator, evaluator, variant, stepping-stone reason source, safety condition, probe condition, or pattern reference named by value changes.
First-principles or mathematical structure can improve formulation.A named formalism or mathematical or ontological prestige is treated as adequacy or rigor.Record the candidate structure, either its relation to the problem-side EntityOfConcern or the C.29 mathematical-lens-use relation, preserved and lost structure when current, practical formulation payoff, problem-formulation follow-up reason, and stop condition.Reopen when candidate structure, preserved or lost structure, problem-formulation follow-up reason, stop condition, or C.29 result changes.
Early class or kind taxonomy looks available.A class list or ontology-first taxonomy is treated as the problem formulation.Keep the formulation question current; record candidate structure, preserved and lost structure when current, and representation or retargeting relations before freezing kind structure.Reopen when formulation question, kind structure, relation, representation-transition relation, or retargeting relation changes.
Object model looks clarifying.Object-model clarity freezes the wrong EntityOfConcern or relation.Keep EntityOfConcern and relation reviewable; name representation-transition, retargeting, or bridge relation references before reusing a local cue or readiness disposition.Reopen when EntityOfConcern, relation, view, bridge relation, or representation-transition relation changes.

Rationale

ProblemCard gives the practitioner one compact problem-side record between vague problem talk and downstream P2W. The card is useful because it is light enough for ordinary use and specific enough to show when comparison, characterization, evidence, selection, mathematical-lens use, method, work, gate, autonomy, bridge, representation transition, or refresh requires another FPF pattern.

The card gives the practitioner one thing to write, inspect, and challenge. A practitioner can see whether a problem is ready without first assembling the problem-side record from TaskSignature, Q-bundle, parity report, evidence note, selected-set output, and refresh record. Claims beyond the problem-side record stay with their governing patterns.

The archive and portfolio distinctions remain current when they matter because the card preserves sourceSetRef and names the governing pattern for any current set, archive, or portfolio claim. Changed problem formulations, diagrams, functional descriptions, or transformation-flow path interpretations require the accepted representation or retargeting relations before a local cue or readiness disposition is reused. Current SoTA and first-principles cues matter only when they change fields, relation references, boundaries, or the problem formulation itself.

Problem-Card Use Invariants

InvariantRequirement
One card, one joint EntityOfConcernOne ProblemCard has one ClaimGraph, one independently identified EntityOfConcern, and one effective ReferenceScheme. Several PFR references may share the card only when one direct pattern identifies their joint concern; otherwise split the claims and card. C.22.2:20.1b supplies the joint, forced-split, and many-cards/one-PFR replay.
ProblemCard is not PFRThe card may assert, deny, forecast, describe, or discuss solvability, but only C.22.PFR establishes actual Problem obtaining and identity.
Claim families remain distinctActual-PFR assertion polarity, A.10/B.3 reliance, G.11 currentness, anticipated-condition claims, and method-availability or solvability claims do not collapse.
P2W-ready is problem-side readinessThe card can be ready as input to P2W or C.22 without being ready for Work execution, gate passage, method selection, evidence reliance, or autonomy.
Constitution and qualification stay separateClaimGraph, one joint EntityOfConcern, and effective ReferenceScheme constitute the card. ClaimScope, assumptions, window, viewpoint, receiving use, and any exact A.15.6 Work reference stay in their claims and direct relations; no carrier, organization, or setting constitutes the card or PFR.
Claims outside C.22.2 stay outsideEvidence, assurance, gate, autonomy, Work, archive, selected-set, comparison, acceptance, representation, temporal, causal, and mathematical-lens claims remain with their governors.
Stale or blocked cards state a dispositionA stale, unknown-blocked, changed-representation, or missing-governor card states refresh, retirement, bounded use, abstainOrNoChange, or the exact relation reopened.

Misuse Modes and Repairs

Misuse modeSymptomRepair
Card-as-executable-work requestA solution-shaped task or implementation request is treated as a problem-side record.Recover signal, joint EntityOfConcern, effective ReferenceScheme, ClaimScope, improvement check or acceptance probe, and next use before applying a Work pattern.
Content creepThe card starts carrying claims outside the problem-side record.Keep only the cue or reference needed by the problem-side record and apply the pattern that governs the claim being made.
Hidden scalarizationGoldilocks, readiness, priority, OEE, QD, or indicator wording becomes one local score.Preserve source-set kind, selection or retention criterion, characteristic or Q-bundle relation, and non-scalar next use.
Silent retargetingA changed EntityOfConcern, representation scheme, diagram, functional description, or transformation-flow path interpretation inherits old readiness by wording continuity.Name the representation-transition, retargeting, bridge, structural-reinterpretation, or wording-use relation before reuse.
Refresh dead endExpiry or unknown handling is recorded as a passive note.State refresh, retirement, bounded use, abstainOrNoChange, or the relation that is reopened.

Use-Quality Checks

These checks protect the card's practical use; they do not add fields.

CheckQuality question
RecognitionCan the practitioner recognize the working situation before outside-governed relation material appears?
Thin affordanceCan a truthful card fit under one page when only Thin fields are current?
Next useDoes the card choose P2W-ready, characterize, compare, search, refresh, retire, archive, abstainOrNoChange, or the FPF pattern governing the named claim kind, relation kind, or boundary?
Record budgetAre heavier fields present only because they change the current move?
P2W exportDoes the card state what P2W may use now and which governing-pattern cues remain outside the card?

Worked Slices and Anti-Cases

Five-Case Worked Slices

CaseProblem-side signalRepaired card useBoundary preserved
AI and human task transfer reworkRepeated rework appears after transfer between human and agent.Stabilize signal, EntityOfConcern, effective ReferenceScheme, ClaimScope, acceptance probe, and safe-call or Work relation before another delegation.The card is not a prompt retry instruction and does not justify another delegation.
Musical mastery tempo driftPractice tempo drifts away from the intended mastery band.State the temporal claim, practice scheme and scope, acceptance probe, and C.27 relation when tempo, rhythm, recovery, or learning rate changes the next use.A trend line is not an intervention model or evidence of mastery.
Customer-service escalation after a policy or interface changeEscalation volume rises after the change.Stabilize affected customer hand-off, acceptance probe, risk boundary, measurement relation, and causal-use relation when that relation is being made.Escalation volume is not an automatic fix request, staffing plan, rollback order, or causal proof.
Literature-synthesis anomaly before method selectionAn anomaly does not fit current category labels.Preserve rival formulation, EntityOfConcern, evidence need, bridge, representation, or mathematical-lens relation when that relation is being made, and next discrimination action.The anomaly is not proof for a new theory or a selected research method.
Selected-set candidate before P2WA retained candidate from a front or pool looks promising.Preserve sourceSetRef, source-set kind, selection or retention criterion, non-scalar next use, currentness, and window.Set membership is not selected-solution proof, priority score, or work authorization.

Compact P2W-ready Disposition Slice

A support team sees repeated failed hand-offs after a new interface policy. The incoming request says "rewrite the escalation workflow." A conforming ProblemCard first repairs the problem-side record instead of accepting the work-shaped request.

Thin card fieldFilled value
Source signalEscalations reopen after hand-off from first-line support to specialist support.
ReferenceScheme, ClaimScope, and qualification windowEffective scheme: support-interface hand-off under the new policy edition; ClaimScope: SupportOps-EU; qualification window: two-week incident window.
Problem-side EntityOfConcernThe hand-off ambiguity at the support interface, not the whole escalation process.
Improvement check or acceptance probeSample reopened cases; accepted improvement means fewer reopened hand-offs within that ClaimScope and window without increasing unresolved safety, compliance, or customer-impact exceptions.
Problem-formulation follow-up reasonSeparate interface wording, role-method-work alignment, evidence and currentness, and possible policy-boundary relations before any method or work-plan choice.
Validation boundarySame support interface, policy edition, ClaimScope, incident window, and source logs; refresh if the scheme, scope, source logs, window, or acceptance probe changes.
Readiness dispositionP2W-ready only for the carried problem-side distinction: hand-off ambiguity under a declared interface policy and acceptance probe.
Exported governing-pattern cuesA.6 for policy or interface wording, A.15 for role-method-work alignment, A.10 for evidence and currentness, A.21 only if a gate claim later becomes current.

The P2W export is narrow: accepted problem-side material, joint EntityOfConcern, effective ReferenceScheme, ClaimScope, improvement check, validation boundary, freshness condition, and governing-pattern cues. If the improvement check or acceptance probe is missing, the card stays reviewable-only or source-finding and cannot claim P2W-ready. If the next user wants evidence sufficiency, a gate decision, Work authorization, or selected method, the card preserves the cue and its direct governor carries that downstream claim.

Card/PFR Cardinality Replay

Every PFR reference below designates a world-side occurrence independently established under C.22.PFR; no card-side fact supplies its participants, adverse extent, or identity. PFR-RoleAssignment-17 and later PFR-RoleAssignment-18 are the two Robot-7 occurrences replayed in C.22.PFR:5. For the unrelated branch, RoleAssignment-27 : U.RoleAssignment has the A.2.1 participants Robot-8, InspectorRole, MaintenanceRoles-2026, and Maintenance-Scheme-A and obtains without interruption on [2026-07-13T10:00, 2026-07-13T10:30]. Its own Robot8ReleaseCriterionApplicability-4 uses the same governed prohibited-role predicate, maps the assignment's role value to the adverse nominal coordinate and its holder to Robot-8, and names Robot-8, its exact release ClaimScope, and [2026-07-13T09:30, 2026-07-13T12:00] as the other applicability participants. Those facts independently establish PFR-RoleAssignment-27 on [2026-07-13T10:00, 2026-07-13T10:30] under C.22.PFR.

BranchExact card-side objectsMechanically recoverable result
One joint multi-PFR cardRobot7ReleaseEpisodesCard-E1 = <CG-Robot7-ReleaseEpisodes-E1, Robot-7, Maintenance-Scheme-A>. The exact ClaimGraph contains two affirmative assertion nodes designating PFR-RoleAssignment-17 and PFR-RoleAssignment-18. A.1 independently identifies Robot-7 : U.System, and both PFRs have that same system as their applicability-derived problem-for entity.One ClaimGraph has one direct, genuinely joint EntityOfConcern, so one card carries both PFR references. The card records two occurrences; it does not merge them.
Unrelated PFRs force splitProposed CG-Mixed-RobotReleaseProblems-E0 contains PFR-RoleAssignment-17 about A.1-identified Robot-7 and PFR-RoleAssignment-27 about separately A.1-identified Robot-8. No direct pattern in this replay identifies one joint EntityOfConcern for those claims; a list of the two systems is not one.E0 cannot constitute one ProblemCard. Split it into CG-Robot7-ReleaseProblem-E1 in Robot7ReleaseProblemCard-E1 and CG-Robot8-ReleaseProblem-E1 in Robot8ReleaseProblemCard-E1, each with its own exact system EntityOfConcern and effective scheme.
Several cards retain one PFRRobot7SafetyCard-E1 = <CG-Robot7-Safety-E1, Robot-7, RobotSafety-Scheme-A> qualifies its designation by SafetyAssuranceViewpoint-E1 and receiving use AutonomousInspectionReleaseReview-E1. Robot7StaffingCard-E1 = <CG-Robot7-Staffing-E1, Robot-7, MaintenancePlanning-Scheme-B> qualifies its designation by MaintenancePlanningViewpoint-E1 and receiving use RoleAssignmentRepairPlanning-E1. Both exact ClaimGraphs designate PFR-RoleAssignment-17.The differing ClaimGraphs, schemes, viewpoints, and receiving uses identify or qualify two cards and their claims; the PFR reference remains exactly PFR-RoleAssignment-17. Revising, merging, splitting, publishing, or replacing either card changes no PFR participant or adverse episode.

Anti-Cases

Anti-caseCorrect result
The card is cited as safety acceptance, gate passage, tool-call action invitation, or work authorization.Apply the safety named by value, gate, autonomy, work, evidence, provenance, or assurance pattern; keep only the problem-side cue in the card.
A mathematical phrase is added because it sounds rigorous.Use C.29 only when the candidate structure, preserved and lost structure, payoff, follow-up reason, and stop condition are recoverable.
A source archive produces a "best" problem by one score.Use source-set and selected-set patterns; the card carries a non-scalar source-set reference, criterion, and problem-side next use.

Machine-Assisted Drafting Boundary

Machine-assisted ProblemCard drafting is only a drafting aid. Before the draft is used for P2W or selector-facing work, a practitioner checks the card's local fields and any governing-pattern cues for claims outside C.22.2.

Required practitioner checks for a machine-assisted draft:

  • problem signal;
  • improvement check or acceptance probe;
  • problem-formulation follow-up reason;
  • unknown handling;
  • freshness or expiry disposition;
  • governing-pattern cues for claims being made, relations, or boundaries outside C.22.2.

First Practical Entry Aid

This section is a discoverability aid only. It helps a practitioner or assistant find a candidate pattern; it does not prescribe a transition sequence and does not require opening C.22.2 for every problem-sounding text.

These likely practitioner entry phrases point to C.22.2:

  • "We have a problem, but it is not yet clear what work should be done."
  • "This looks like a ticket, but I am not sure the problem is stated."
  • "A signal or anomaly keeps recurring before method selection."
  • "We selected this candidate from a front, archive, pool, or selected set, but need to state why it is a problem now."
  • "P2W would otherwise use 'implement X' as if it were reviewable problem-side output."
  • "There is a symptom, but we do not yet know what to solve."
  • "We need to know whether this problem is ready for P2W or should apply another pattern."

Direct-entry cues that are not C.22.2:

  • accepted method or work planning: use A.15;
  • proof, provenance, reliability, or assurance claim: use A.10, G.6, or B.3;
  • local choice among explicit options: use C.11, or G.5 when set publication or selected-set semantics are current;
  • agent tool-call, gate, or autonomy claim: use C.24, E.16, or A.21; ProblemCard may only name the problem-side cue or relation named by value;
  • ordinary discussion with no downstream receiving use: no C.22.2 use.

First-use Thin-card test:

Given a messy signal, a practitioner can produce a Thin ProblemCard in under one page and correctly choose one governed next use: P2W-ready, characterize, compare or parity, search or pool, refresh, retire, abstainOrNoChange, or apply the FPF pattern that governs the claim being made, relation, or boundary outside the card.

Entry relation:

The entry relation is local: C.22.2 is introduced under C.22, and C.22 names the ProblemCard relation. The C.22.2 body carries the Problem frame, first-entry phrases, tempting-wrong-pattern boundaries, and first-use Thin-card test needed for ordinary discovery.

Downstream Cue Export

ProblemCard exports problem-side claim content, not authority over downstream use.

The compact export contains:

  • problem signal and exact signal reference;
  • one joint EntityOfConcern, effective ReferenceScheme, ClaimScope, and current qualification window when needed;
  • exact claim family and polarity: actual-PFR assertion, anticipated-condition claim, method-availability or solvability claim, or another named direct claim;
  • improvement check or acceptance probe;
  • readiness disposition: reviewable-only, P2W-ready, abstainOrNoChange, refresh, retire, archive, or governing-pattern cue;
  • exact PFR, source-set, A.15.6 composite or component Work, or representation reference only when current and independently governed; and
  • problem-formulation follow-up reason, validation boundary, freshness condition, and stop when the receiving use relies on them.

For P2W carry-through, use E.18.1 with the accepted problem-side distinctions. For TaskSignature constitution and assignment, use C.22. For selected-set or search use, apply G.5 only when that relation is current. For intended or performed Work, use A.15 only after its exact object is current; when the question is whether intended Work may enter its boundary, A.15.5 governs WorkEntryReadiness@Context. For evidence, gate, autonomy, or any other claim, apply the direct pattern; the whole card never carries that claim by itself.

Consequences

Benefits

  • FPF gains a clear problem-side output for problematization as the input P2W can use.
  • P2W uses a typed problem-side record rather than a slogan, ticket-shaped wish, or preselected method.
  • C.22.2 has practical value for FPF when it reduces at least one expensive failure: a wish enters P2W as TaskSignature; a preselected work request is treated as the problem; method selection happens before the problem is reviewable; a problem from a set loses sourceSetRef; an indicator is used without a declared indicator-use relation; problem-formulation follow-up reason is cited as proof; a stale problem remains active; scalar readiness replaces set-return; or the problem-formulation follow-up reason is inherited across a changed representation without the governing representation-continuity or wording-use relation.
  • Current archive, pool, front, shortlist, set-return, parity, refresh, evidence, and C.29 patterns are reused instead of duplicated.
  • The positive role of mathematical and first-principles thinking is preserved: it can find missing structure, not only check already-written mathematics.
  • Characterization and parity are no longer optional background when they are prerequisites for problem reviewability.
  • Representation-change relations are handled through named relation references rather than local proof inside the problem card.

Costs of Use

  • A ProblemCard adds a small writing step before P2W. The cost is justified only when the signal is not yet reviewable before downstream use.
  • The practitioner keeps the card small: preserve the split between problem, task, method, work, and result; keep TaskSignature minimal; and add conditional fields only when their relation is current.
  • For problems emitted from archives, pools, fronts, selected sets, or portfolios, the practitioner preserves sourceSetRef or the set-source relation without turning the card into a portfolio, archive, selected-set, or work-planning carrier.
  • External or source-local terms may guide recognition only when they change a concrete boundary, field, relation, or validation requirement. Otherwise they remain examples or local cues.

Relations

  • Builds on: E.2, E.9, E.10, C.2.P, A.6.P, C.16.Q, C.16, A.19, C.22, C.25, C.29, G.5, G.9, A.6.3.RT, and A.6.4.
  • Coordinates with: C.11, C.18, C.19, C.22.1, C.22.PFR, A.15, A.15.5, A.21, E.16, G.6, G.11, A.10, B.3, E.17, E.17.ID.CR, A.6.3, F.9, E.18, E.18.1, C.32.P2S, and E.10.MOVE. Use C.22.PFR when actual Problem obtaining or identity is current. Use C.32.P2S only when a problem-side record exposes architecture pressure that must continue into selected structures, candidate synthesis, decision, realization, actual-structure feedback, or refresh.

C.22.2:End


Last Updated: 2026-08-04 — upstream FPF commit 8b727cba (github.com/ailev/FPF)