Skill-Gated Relational Readiness for Social Platforms

Mechanism

Skill-gated matching operates on three coupled primitives. First, a skill taxonomy defines a structured set of named competences with declared assessment criteria, each criterion specifying the observable behavior, the demonstration context, and the credentialing authority that may attest to it. Second, an AI-mediated curriculum primitive presents to each user a sequence of interaction challenges designed to elicit the named competences, capturing demonstration evidence in credential-bearing form. Third, a matching pool admissibility rule conditions entry to each pool on the holding of named skill credentials at declared currency.

Match formation is a matched-pair settlement. When two skill-credentialed users encounter one another within an admissibility-compatible pool, the matched-pair primitive produces a bilateral, signed record of the match: each side's identity, each side's admitted skill credentials, the pool admissibility rule under which the match formed, and the substantive claim of the match (job offer, task assignment, professional engagement, social introduction). Settlement is bilateral; no aggregator clears the match.

Skill admissibility is per-task. The same user may be admissible to one matching pool and inadmissible to another simultaneously, depending on which credentials each pool's rule requires. A software-engineering job pool requiring credentials in code review and architectural design admits users holding those credentials; a different pool requiring credentials in regulatory compliance admits a different intersection. The user's credential holdings are presented to each pool by the user's agent under the user's authorization.

Credential currency is governed. Each credential carries an issuance epoch, a currency window, and a refresh protocol. Credentials whose currency has lapsed do not satisfy admissibility until refreshed through the curriculum primitive. Refresh challenges are calibrated to the credential class: a code-review credential refreshes through reviewing a representative sample of contemporary code; a conflict-resolution credential refreshes through a structured interaction challenge with a credentialed counterpart.

Operating Parameters

Skill taxonomy is declared and versioned. Each pool operator (an employer, a task marketplace, a professional society, a social platform operator) declares the skill credentials its admissibility rule consumes; declarations are credentialed objects, signed and dated, so that downstream disputes about which rule governed a given match are resolvable by inspection. Taxonomy updates take effect prospectively; in-flight matches settle under the rule active at match formation.

Curriculum mediation is bounded by attestation policy. The AI-mediated curriculum is not the credentialing authority by default; it is the demonstration vehicle. Credentials are issued by the declared authority on review of curriculum-captured evidence, with the authority's own admissibility rules governing what evidence suffices. This separates curriculum operation (which the platform may perform) from credentialing (which a credentialing authority performs), supporting professional, regulatory, and educational credentialing regimes whose authority cannot be delegated to platform operators.

Pool admissibility is symmetric or asymmetric by declaration. A symmetric pool admits two users holding compatible credentials and produces matches between admitted members. An asymmetric pool admits one party (e.g., a contracting employer) on holding employer credentials and another (e.g., a candidate) on holding skill credentials; the match is between admitted members of each side. Admissibility rules may compose: a pool may require that both parties hold a baseline conflict-resolution credential while also holding role-specific credentials.

Skill regression is detected and acted on. The architecture supports continuous re-attestation: ongoing curriculum interaction may surface evidence that contradicts a held credential's currency, triggering a credential review by the issuing authority. Regression handling is governed by the credential class and by the issuing authority's rules; the platform does not unilaterally revoke.

Alternative Embodiments

Employment-matching embodiments gate access to job pools by job-relevant skill credentials. A pool for senior backend engineering positions admits candidates holding architectural-design and code-review credentials at currency, plus the employer credentials required by labor regulation. The match is a matched-pair settlement: candidate and employer settle the engagement bilaterally, with platform operation as a service rather than a clearing intermediary.

Task-assignment embodiments gate task pools by task-relevant skill credentials. A medical-imaging task pool admits radiology credentials at currency; a legal research task pool admits jurisdiction-specific bar credentials. The matched-pair primitive settles each task assignment between the requester and the credentialed performer, with task class governing the admissibility rule and the dispute mechanism.

Professional-services embodiments gate access to service marketplaces by regulated-profession credentials. The credentialing authority is the professional society or licensing body; the platform operates as the curriculum and matching surface but does not issue the credential. Matches settle between client and professional with the professional's licensing scope as a substantive claim of the match.

Social-platform embodiments gate access to relationship-oriented matching pools by interpersonal-competence credentials. A pool for serious relationship matching admits users holding conflict-resolution and emotional-regulation credentials at currency; a different pool admits users at lower credential tiers for lower-stakes interaction. The credentialing authority for interpersonal competences may be the platform itself or a third-party authority; in either case, the credential is an attested object distinct from self-report.

Educational embodiments compose curriculum operation with credentialing. A learning platform operates the curriculum primitive directly and issues credentials on completion of declared assessment criteria; matched-pair settlement applies to mentor-learner pairings, peer-learning groupings, and graduation-to-employment-pool transitions.

Multi-authority embodiments contemplate ecosystems in which a single skill class is credentialed by multiple authorities, each with its own assessment standard. Pool admissibility rules may admit credentials from any declared authority, from a specifically-named authority, or from an authority satisfying a meta-credential declared by a regulator. The disclosure supports each variant: the admissibility rule names the acceptable authorities or meta-criteria; the credential carries the issuing-authority signature; the matched-pair settlement records the authority under which admission was granted, so that subsequent disputes about authority recognition resolve by inspection rather than by retroactive ecosystem-wide policy change.

Composition

Skill-gated matching composes the AI-mediated curriculum primitive with the matched-pair settlement primitive. The curriculum primitive supplies the demonstration vehicle and the evidence capture; the matched-pair primitive supplies the bilateral settlement at match formation. The skill credential is the object that crosses between them: produced by curriculum-captured evidence reviewed by a credentialing authority, consumed by pool admissibility rules at match formation, recorded as a substantive claim of the matched-pair settlement.

Composition with capability gating supplies the admissibility framework. Capability gating treats skill credentials as one credential class among several (identity, role, regulated capability, skill); pool admissibility rules consume the relevant intersection. This produces a uniform admissibility surface across heterogeneous credential ecologies.

Composition with dispute mechanisms supplies recourse. When a matched-pair settlement is disputed on grounds of credential validity (the credential was lapsed at match formation, the credentialing authority subsequently revoked, the demonstration evidence was falsified), the dispute mechanism inspects the signed record of admissibility at match time and the credential lifecycle to resolve the dispute under the rule active at formation.

Prior-Art Distinction

Conventional employment-matching platforms gate access by self-reported attributes (resume claims, profile completeness, recruiter judgment) and optimize for engagement (clicks, applications submitted, recruiter responses). Such systems do not credential skills as attested objects; the resume is unverified. The disclosed primitive treats skill as an attested credential issued by a declared authority, consumed by pool admissibility rules, and recorded in a bilateral settlement.

Conventional credentialing systems (academic transcripts, professional licenses, certification programs) issue credentials but do not compose them with matching pool admissibility or matched-pair settlement. The disclosed primitive composes credentialing with admissibility-gated matching and bilateral settlement to produce an end-to-end matching architecture.

Conventional social-platform matching gates access by demographic attributes and self-report, optimizing for engagement metrics. Such systems do not credential interpersonal competence and do not gate matching pool access on attested behavior. The disclosed primitive treats interpersonal competence as a credential class subject to the same demonstration-and-attestation discipline as employment skill credentials. The composition of curriculum-mediated demonstration with matched-pair settlement, gated by per-pool admissibility rules, is not present in known prior matching architectures and constitutes the structural distinction the Cognition Patent claims.

Disclosure Scope

The Cognition Patent disclosure encompasses skill-gated matching as a first-class application of the AI-mediated curriculum and matched-pair settlement primitives. Embodiments include employment matching, task assignment, professional services, social platforms, and educational settings; admissibility rules range from single-credential to composed multi-credential, symmetric or asymmetric; credentialing authorities range from platform-internal to professional society to regulatory body. Across embodiments the structural pattern is uniform: skill admissibility is per-task, demonstrated competence is the gating criterion, and matched-pair settlement records the bilateral match without aggregator clearing.

The architecture supports incentive alignment by construction. Users have structural incentive to develop and maintain credentialed competence because matching pools are admissibility-gated; pool operators have incentive to declare admissibility rules that select for actual capability because matched-pair settlement records the rule and the dispute mechanism inspects it; credentialing authorities have incentive to maintain attestation discipline because credentials they issue circulate as load-bearing admissibility objects across the matching ecosystem.

The disclosure further contemplates governance surfaces for credential portability and revocation. A credential issued by one authority and admitted by one pool may be presented to a different pool whose admissibility rule consumes the same credential class; portability is bounded by the issuing authority's declared scope. Revocation is governed by the issuing authority and propagates through the credential currency window: revoked credentials cease to satisfy admissibility at the next currency check, and matches in flight at revocation settle under the rule active at formation while subsequent matches require re-attestation. This governance posture preserves the bilateral character of matched-pair settlement while supporting credential lifecycle management at ecosystem scale.

Audit posture is symmetric. Each matched-pair settlement carries the admissibility rule, the credentials admitted under it, and the bilateral signatures; both parties hold the same record. A regulator inspecting whether a matching pool operated under stated admissibility rules reviews the population of settlement records; a candidate disputing a match inspects the record the platform also holds. The disclosure thus produces a matching architecture in which compliance is demonstrable from the same evidence either party would present, rather than from platform-internal analytics whose authoritativeness depends on platform self-report.