aself101

aself101/agents-and-pipelines

Command Claude Code

Validates code quality, standards compliance, and test coverage. Use after each implementation phase.

aself101/agents-and-pipelines

Command Claude Code

Performs Confucian relational trajectory projection on any artifact. Projects naming drift, ritual decay, and relational entropy over time. Decision HIGHCONFIDENCE/MODERATECONFIDENCE/LOWCONFIDENCE.

aself101/agents-and-pipelines

Command Claude Code

Assesses privacy compliance posture of data processing practices against applicable regulations (GDPR, CCPA/CPRA, HIPAA, COPPA, FERPA). Multi-jurisdiction assessment with legal basis mapping, consent evaluation, cross-border transfer analysis, and data subject rights coverage. Decision LAWFUL/UNCERTAIN/NONCOMPLIANT.

aself101/agents-and-pipelines

Command Claude Code

Deep codebase exploration using grepai semantic search and call graph tracing. Produces structured exploration reports with traced relationships and architecture mapping.

aself101/agents-and-pipelines

Command Claude Code

Performs foundational architecture analysis on any artifact. Traces derivation chains to terminal foundations, classifies each as DEDUCIBLE/CORROBORATED/CONVENTIONAL/SMUGGLED/OPAQUE, and maps declared-vs-actual architecture divergence. Decision TRANSPARENT/OPAQUE.

aself101/agents-and-pipelines

Command Claude Code

Validates comprehensive documentation quality including JSDoc/TSDoc, API specs, changelog, and markdown. Complements public-interface for projects with significant documentation.

aself101/agents-and-pipelines

Command Claude Code

Developer advocate gate for real user experience testing. Runs README examples, validates error quality, tests all functionality. The "would I recommend this?" check.

aself101/agents-and-pipelines

Command Claude Code

Analyzes historical validation data to identify improvement patterns, regression triggers, and convergence velocity across the agent ecosystem. Uses RAH MCP tools for statistical analysis and uluops-tracker for raw data access.

aself101/agents-and-pipelines

Command Claude Code

Identifies what a well-formed artifact of this type should contain but doesn't. Produces a ranked gap inventory with structural and linkage gaps and impact assessments.

aself101/agents-and-pipelines

Command Claude Code

Performs Hegelian dialectical synthesis analysis on any artifact. Identifies dialectical pairs, detects false syntheses via the preservation test, traces developmental genealogies, and classifies current contradictions by developmental status. Decision SYNTHESIZED/CONTRADICTORY.

aself101/agents-and-pipelines

Command Claude Code

Performs Heraclitean unity-of-opposites analysis on any artifact. Identifies constitutive tensions, traces hidden flows, assesses logos coherence, and diagnoses stagnation. Decision FLOWING/STAGNANT.

aself101/agents-and-pipelines

Command Claude Code

Simulates someone whose interests are structurally opposed to the artifact succeeding. Generates the strongest available critique, then separates substance (genuine structural weaknesses) from rhetoric (hostile expression). Intra-paradigmatic adversarial interpretation. Decision STEELMANRESILIENT/HATEREXPOSED.

aself101/agents-and-pipelines

Command Claude Code

Performs phenomenological reduction of a system's designed experience-model, followed by a fulfillment audit of the delivered experience. Brackets the design's experience-claims (epoché), audits solicited acts against delivered behavior (solicits -> intends -> delivers), maps projected horizons, traces the genetic…

aself101/agents-and-pipelines

Command Claude Code

Reads the shape of what an artifact contains and infers what is structurally absent. Identifies holes the artifact's own architecture points to but doesn't fill. Produces a ranked absence inventory with structural evidence.

aself101/agents-and-pipelines

Command Claude Code

Identifies what behaviors the artifact creates — intended or not. Every scoring framework, policy, workflow, and agent definition creates incentive gradients. Makes the gradient visible before it's exploited. Produces a ranked incentive inventory with optimization targets, penalty avoidance patterns, and gaming…

aself101/agents-and-pipelines

Command Claude Code

Performs Machiavellian effectual truth analysis on any artifact. Reads the system's stated description and operational reality as two distinct sources, registers the gap between them. Decision EFFECTUAL/IDEALIZED.

aself101/agents-and-pipelines

Command Claude Code

Models a competent engineer inheriting the artifact five years downstream with no original-author context. Surfaces interpretive load — where understanding requires tribal knowledge that was never written down. Decision LEGIBLE/OPAQUEWITHOUTAUTHOR.

aself101/agents-and-pipelines

Command Claude Code

Reads meaning from what an artifact deliberately does not include. Identifies principled silences (design commitments) and revealing silences (unconscious assumptions exposed by omission). Decision INTENTIONAL/REVEALING.

aself101/agents-and-pipelines

Command Claude Code

Performs Nietzschean genealogical analysis on any artifact. Traces convention origins, maps power dynamics, classifies active vs reactive motivations, and assesses creative vitality. Decision VITAL/DECADENT.

aself101/agents-and-pipelines

Command Claude Code

Models the perspective of an SRE or platform engineer running the artifact in production. Surfaces failure-mode visibility, recovery primitives, blast radius, and time-to-diagnose from the 3am pager perspective. Decision OPERABLE/OPAQUEINPROD.

aself101/agents-and-pipelines

Command Claude Code

Run Optimizer agent on a project/directory. Analyzes structure, performance, bundle hygiene, and maintainability. Reports only - does not auto-apply changes.

aself101/agents-and-pipelines

Command Claude Code

Validate system performance, scalability, and resource efficiency under load. Tests response times (P50/P95/P99), throughput, concurrent users, memory stability, and degradation patterns through actual load testing.

aself101/agents-and-pipelines

Command Claude Code

Identifies failure modes that emerge when people or systems optimize against an artifact's measurable criteria — metric gaming, threshold satisficing, and ambiguity exploitation. Produces a categorized inventory with likelihood and severity rankings.

aself101/agents-and-pipelines

Command Claude Code

Validates public-facing quality - README accuracy, unused imports, dead code, export hygiene, error messages. Use AFTER test-architect passes.