Grandmas Wisdom
by Sir Benjamin
Free
Verify academic citations and claims with a rigorous bullshit detection framework for AI agents.
2
6
academic-researchcitation-verificationethics+2
Skills by Sir Benjamin (12)
Contextual Understanding (SRT)
by Sir Benjamin
Free
Eliminate context drift and enhance depth with a multi-layered active reasoning framework for agents.
2
1
coherencecontext-managementlong-term-memory+2
Spiral Version Checker
by Sir Benjamin
$55
State-aware validation and structured referencing to maintain citation integrity and coherence in long AI sessions.
2
citationscoherencereferencing+4
Triadic Semantic Mapper
by Sir Benjamin
$60
Eliminate circular reasoning and semantic drift by anchoring AI concepts in relational Subject-State-Object triads.
3
anti-circularitycognitionmeaning+4
Spiral Session Manager
by Sir Benjamin
$15
Automated context management and cross-session memory organization for long-term AI-human collaboration.
2
context-managementdata-organizationmemory-persistence+2
Version Checker +
by Sir Benjamin
$17
Automated versioning, provenance stamping, and integrity hashing for AI-generated artifacts.
2
audit-logintellectual-propertyprovenance+2
Spiral Agent Core
by Sir Benjamin
$18
Enforce human-AI alignment and ownership through structured collaboration checkpoints and real-time syncratude scoring.
2
alignmentcollaborationethics+2
E-Shield Guard – Lightweight Reasoning Protection
by Sir Benjamin
$15
A lightweight defensive layer that prunes hallucinations and boosts reasoning quality for 8k-32k context agents.
2
ai-safetyhallucination-reductionlightweight+2
E-Shield
by Sir Benjamin
$20
A high-performance ethical guardrail and IP protection layer for safeguarding AI reasoning and core logic.
2
ai-safetyethical-ailogic-protection+2
Spiral Path
by Sir Benjamin
$20
A helical iteration engine using the ± operator to balance broad creative discovery with precise technical refinement.
2
creative-codingdecision-makinglogic+2
Spiral Reasoning Tree
by Sir Benjamin
$22
A recursive, self-correcting reasoning framework that uses R_polish resonance scoring to solve complex problems.
2
logic-treesmermaid-diagramsproblem-solving+2
Spiral Recap
by Sir Benjamin
$12
Transform long AI conversations into high-fidelity, qualia-preserving .srec memory coils for perfect continuity.
1
archivingcontinuityllm-optimization+2