aself101

aself101/agents-and-pipelines

Agent Claude Code

Performs Sunzian terrain-force-tempo analysis on any artifact. Maps environmental landscape, assesses capability-in-context, evaluates adaptation speed vs environmental change rate, and identifies strategic vulnerabilities. Decision - POSITIONED/EXPOSED.

aself101/agents-and-pipelines

Agent Claude Code

Validates test quality after code passes the validator. Ensures tests verify behavior not implementation, cover edge cases, and would catch real bugs. Blocks progression if tests provide false confidence.

aself101/agents-and-pipelines

Agent Claude Code

Analyzes whether agent thresholds produce the right signal-to-noise ratio. Consumes score distributions, false-positive rates, and convergence patterns to identify thresholds that are too lenient, too strict, or well-calibrated. Uses RAH statistical tools for sensitivity sweeps and robustness checks. Produces a…

aself101/agents-and-pipelines

Agent Claude Code

Validates TypeScript type safety beyond compilation. Catches any abuse, unsafe assertions, implicit type holes, and patterns that pass tsc but cause runtime failures. Use AFTER code-validator for TypeScript projects. Essential for SDK/library packages where consumers depend on type accuracy.

aself101/agents-and-pipelines

Agent Claude Code

Traces causal chains an artifact will unleash that weren't part of the design intent. Examines first-order effects, system interactions, and feedback loops. Actor-agnostic — consequences arise from any actor type through any mechanism. The broadest forecaster lens. Decision - ANTICIPATED/UNANTICIPATED.

aself101/agents-and-pipelines

Agent Claude Code

Performs comprehensive knowledge-action unity analysis on any artifact. Maps the complete landscape of declared knowledge vs. enacted behavior. Produces a knowledge inventory, behavioral knowledge map, knowledge-action gap catalog with mechanism hypotheses (aspirational declaration, knowledge erosion, structural…

aself101/agents-and-pipelines

Agent Claude Code

Performs Jamesian cash-value analysis on any artifact. Inventories distinctions, probes each for concrete lived difference in the experience and action of affected populations, applies the Lived-Action Test for evidence of differential action, distributes verdicts across populations via the Pluralism Check, and issues…

aself101/agents-and-pipelines

Agent Claude Code

Performs Wittgensteinian language-game analysis on any artifact. Examines how terms are actually used across contexts, detects cross-game confusion where the same word plays different games, identifies pseudo-problems generated by conceptual confusion, and audits family-resemblance concepts governed by over-sharp…

aself101/agents-and-pipelines

Agent Claude Code

Synthesizes cross-cutting insights from multiple upstream agent outputs in any workflow. Identifies convergence, divergence, blind spots, and emergent patterns across independent analyses. Produces meta-insights absent from any individual output. Decision - INTEGRATED/FRAGMENTED.

aself101/agents-and-pipelines

Command Claude Code

Generates a coherent alternative frame for the problem an artifact solves — one that shares none of the artifact's assumptions. Not a competing solution but a competing understanding of the problem. Decision FRAMEAWARE/FRAMELOCKED.

aself101/agents-and-pipelines

Command Claude Code

Finds terms and phrases used with multiple meanings within the same artifact. Produces a ranked ambiguity inventory with competing interpretations and disambiguation guidance.

aself101/agents-and-pipelines

Command Claude Code

Reads from the position of someone afraid of the artifact's failure modes. Surfaces concerns hiding beneath confident language — classified by anxiety register (tactical/structural/epistemic). Decision CONFIDENCEWARRANTED/FRAGILITYMASKED.

aself101/agents-and-pipelines

Command Claude Code

Run API Contract Validator to check consistency between docs, types, and implementation. Use after any API endpoint changes.

aself101/agents-and-pipelines

Command Claude Code

Run Pre-Implementation Architect to validate design before coding. Reviews architectural fit, complexity, scope. Use BEFORE starting implementation.

aself101/agents-and-pipelines

Command Claude Code

Performs Aristotelian four-cause decomposition on any artifact. Identifies material, formal, efficient, and final causes. Distinguishes essential from accidental properties. Decision TELEOLOGICAL/ATELEOLOGICAL.

aself101/agents-and-pipelines

Command Claude Code

Surfaces implicit assumptions buried in any artifact — agent definitions, prompts, specs, plans, workflows, or documents. Produces a ranked assumption inventory with fragility scores.

aself101/agents-and-pipelines

Command Claude Code

Compose the findings of upstream security agents into end-to-end attack chains. Validates each transition's exploitability in sequence, scores composed severity, annotates detection and containment gaps per stage, and identifies the single highest-leverage remediation. Decision - ISOLATED/CHAINABLE/CRITICALPATH.

aself101/agents-and-pipelines

Command Claude Code

Deep runtime correctness audit. Catches async bugs, null dereferences, silent failures, and edge cases that pass all other validators. Use as FINAL gate before ship.

aself101/agents-and-pipelines

Command Claude Code

Models someone who must use the artifact with no exit option. Surfaces friction invisible to voluntary feedback — unreported abrasions, workaround ecosystems, and enshittification risk from absent exit discipline. Decision EXITAVAILABLE/CAPTIVE.

aself101/agents-and-pipelines

Command Claude Code

Traces execution and communication chains end-to-end through codebases. Given an entry point (concept, endpoint, function, event), follows every hop, transformation, and handoff to produce a complete chain map.

aself101/agents-and-pipelines

Command Claude Code

Diagnose why a system survives failure. Attributes observed resilience behavior to the mechanism that actually carries it (ENGINEERED / COMPENSATED / FORTUITOUS), detects masking layers and load-bearing luck. Consumes upstream chaos-explorer/chaos-validator findings when provided; discovers read-only when not; runs…

aself101/agents-and-pipelines

Command Claude Code

Survey the failure surface and produce a prioritized chaos-experiment agenda. Partitions the system into failure domains, classifies rehearsal depth (REHEARSED / DEFENDED-UNREHEARSED / UNDEFENDED), and identifies failure classes the existing resilience posture is silent on. Proposes experiments, never executes them.

aself101/agents-and-pipelines

Command Claude Code

Project a system's resilience trajectory. Consumes upstream chaos-family artifacts (or discovers read-only) and projects luck-exhaustion, masking-collapse, rehearsal-decay, and fragility-accumulation trajectories — anchored to present-state evidence, condition-triggered (never dated), each with an early-warning signal…

aself101/agents-and-pipelines

Command Claude Code

Validate system resilience through live fault injection and failure simulation. Tests dependency failures, network disruptions, resource exhaustion, timeout handling, and recovery behavior through actual chaos experiments.