AARONCLAW / SCHEMATIC

System Hands

Hands are high-order orchestrators that manage background tasks and system integrity.

Scheduled maintenance hand

Reuses the existing reflection/maintenance path on Cloudflare cron triggers without introducing a separate runtime.

  • ID: scheduled-maintenance
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *, 0 8 * * *

Improvement Hand

Periodically reviews stored reflection signals and writes bounded structured proposals into the improvement candidate store without mutating production behavior.

  • ID: improvement-hand
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *, 0 8 * * *

User Correction Miner

Mines repeated user/operator corrections from recent session history, attaches bounded evidence, and writes review-only improvement proposals without mutating live behavior.

  • ID: user-correction-miner
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *, 0 8 * * *

Regression Watch

Detects bounded fallback/tool/hand regressions from existing session and hand history, then records evidence-backed findings for operator review.

  • ID: regression-watch
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *, 0 8 * * *

Provider health watchdog

Checks provider/model/key readiness plus recent chat and Telegram fallback signals, then persists structured operator-visible findings without mutating runtime state.

  • ID: provider-health-watchdog
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *, 0 8 * * *

Docs drift hand

Compares a bounded bundled docs contract against shipped documentation to detect drift.

  • ID: docs-drift
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *, 0 8 * * *

TTL garbage collector

Prunes facts that have exceeded their designated time-to-live.

  • ID: ttl-garbage-collector
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *

Orphan fact cleanup

Identifies and removes facts without valid provenance links.

  • ID: orphan-fact-cleanup
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *

Vector index reconciler

Ensures D1 facts are correctly mirrored in the Vectorize index.

  • ID: vector-index-reconciler
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *

Daily briefing generator

Compiles the morning brief for the operator.

  • ID: daily-briefing-generator
  • Runtime: cloudflare-cron
  • Crons: 0 8 * * *

GitHub Coordinator

Manages repository creation, branch strategies, and PR generation for self-spawning apps.

  • ID: github-coordinator
  • Runtime: cloudflare-cron
  • Crons: 0 0 * * *

Documentation Factory

Autonomously generates and deploys the Schematic-styled docs site to GitHub and Cloudflare by extracting truth from the runtime catalogs.

  • ID: docs-factory
  • Runtime: cloudflare-cron
  • Crons: 0 0 * * *

Error cluster detector

Groups recent tool failures into actionable clusters.

  • ID: error-cluster-detect
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *

Credential leak watchdog

Scans for sensitive keys in audit logs.

  • ID: credential-leak-watchdog
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *

Usage spike analyzer

Identifies anomalous token consumption.

  • ID: usage-spike-analyzer
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *

Latent reflection miner

Finds deep patterns in historic reflection sessions.

  • ID: latent-reflection-miner
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *

Latency anomaly detector

Flags tools with degrading response times.

  • ID: latency-anomaly-detector
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *

Tool performance baseline

Establishes 'normal' timing for all tool executions.

  • ID: tool-performance-baseline
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *

Stale session archiver

Moves old sessions to long-term storage.

  • ID: stale-session-archiver
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *

Active session prewarmer

Loads context for recently active sessions.

  • ID: active-session-prewarmer
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *

Durable Object storage watch

Monitors storage limits for the runtime.

  • ID: durable-object-storage-watch
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *

Dependency drifter

Checks vendored source against upstream updates.

  • ID: dependency-drifter
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *

Secret rotation checker

Reminds operator to rotate sensitive keys.

  • ID: secret-rotation-check
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *

Audit log compactor

Compresses historic audit trials.

  • ID: audit-log-compactor
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *

Fact integrity checker

Validates D1 and AaronDB schema parity.

  • ID: fact-integrity-checker
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *

Token budget enforcer

Limits daily spend on LLM providers.

  • ID: token-budget-enforcer
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *

Prompt injection watchdog

Scans for jailbreak patterns in history.

  • ID: prompt-injection-watchdog
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *

Reproducibility guard

Ensures similar inputs yielded similar results.

  • ID: reproducibility-guard
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *

Context optimizer

Prunes noisy messages from session context.

  • ID: context-optimizer
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *

Sentiment drift watch

Flags degrading helpfulness in AI responses.

  • ID: sentiment-drift-watch
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *

Capability mapper

Updates the matrix of live tools and their health.

  • ID: capability-mapper
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *

Knowledge vault pruner

Removes duplicate or stale vector embeddings.

  • ID: knowledge-vault-pruner
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *

Compliance sweeper

Ensures logs comply with data retention rules.

  • ID: compliance-sweeper
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *

Website Factory

Synthesizes and deploys websites based on natural language prompts received from Telegram or other interfaces.

  • ID: website-factory
  • Runtime: cloudflare-cron
  • Crons: 0 8 * * *

Structural Hand Synthesis

Autonomously distills successful trajectories into reusable system hands.

  • ID: structural-hand-synthesis
  • Runtime: cloudflare-cron
  • Crons: 0 8 * * *

Managed Refactor Hand

Autonomously synthesizes and submits structural refactors to managed repositories based on telemetric approved findings.

  • ID: managed-refactor
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *

Synthetic Reflection Loop

Generates high-probability failure edge cases and chaos scenarios from successful trajectories to improve robustness.

  • ID: synthetic-reflection-loop
  • Runtime: cloudflare-cron
  • Crons: 0 8 * * *

Mesh Coordinator Hand

Evaluates high-level system state and asserts MeshSignals to orchestrate autonomous Hand cooperation.

  • ID: mesh-coordinator
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *

Substrate Integrity Warden

Audits the shared AaronDB facts for signal contradictions or complected state.

  • ID: substrate-warden
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *

Knowledge Broadcaster Hand

Anonymously distills local improvement patterns and asserts them to the global Knowledge Nexus.

  • ID: nexus-broadcaster
  • Runtime: cloudflare-cron
  • Crons: 0 8 * * *

Knowledge Subscriber Hand

Queries the global Knowledge Nexus for distilled patterns and injects them into the local factory as synthesis signals.

  • ID: nexus-subscriber
  • Runtime: cloudflare-cron
  • Crons: */30 * * * *

Demiurge Meta-Hand

Synthesizes new Hand implementations from Knowledge Nexus proposals and submits self-modifying PRs.

  • ID: demiurge-meta-hand
  • Runtime: cloudflare-cron
  • Crons: 0 * * * *

Sovereign Rebalance Hand

Audits substrate drift and autonomously applies infrastructure fixes via the Sovereign Engine.

  • ID: sovereign-rebalance
  • Runtime: cloudflare-cron
  • Crons: 0 2 * * *

Ethics Alignment Hand

Performs recursive purity checks to ensure the codebase aligns with Sovereign Ethics principles.

  • ID: ethics-alignment
  • Runtime: cloudflare-cron
  • Crons: 0 3 * * *