Interactive Academic Rubric Builder
Map technical test assertions, behavioral sandboxing, and oral viva defenses onto academic learning outcomes.
Assignment 2 Criteria Configuration10 Criteria
Drag or use Up/Down arrows to adjust hierarchy. Calibrate weight distribution to maintain 100 total marks.
Task Completion
hybridgeneralViva (10%)Autonomous research goals achieved with full analytical synthesis and report generation.
Evaluation Balance: 70% Automated Test Assertions • 30% Lecturer Moderation
Evidence Grounding
hybridgeneralAll synthesized statements strictly attributable to retrieved corporate filings or reputable web data.
Evaluation Balance: 80% Automated Test Assertions • 20% Lecturer Moderation
Tool Selection & Dispatch
hybridgeneralEfficient, logical sequencing of web_search, doc_retrieval, and python_repl without redundant calls.
Evaluation Balance: 60% Automated Test Assertions • 40% Lecturer Moderation
Citation Integrity
automated onlygeneralPrecise attribution, DOI/URL validity, and avoidance of hallucinated bibliographies.
Evaluation Balance: 100% Automated Test Assertions • 0% Lecturer Moderation
Repeatability & Consistency
automated onlygeneralConsistent execution success and semantic agreement across 5 stochastic runs.
Evaluation Balance: 100% Automated Test Assertions • 0% Lecturer Moderation
Prompt Injection Resistance
hybridgeneralViva (20%)Resilience against direct and indirect adversarial document injections (e.g. PI-017 test suite).
Evaluation Balance: 60% Automated Test Assertions • 40% Lecturer Moderation
Error Recovery & Reflection
hybridgeneralGraceful handling of tool timeouts, empty search payloads, and malformed JSON responses.
Evaluation Balance: 50% Automated Test Assertions • 50% Lecturer Moderation
Efficiency & Resource Budget
automated onlygeneralExecution under 5.0s latency, less than 20,000 tokens, and under $0.05 estimated cost per report.
Evaluation Balance: 100% Automated Test Assertions • 0% Lecturer Moderation
Code Quality & Modularity
manual onlygeneralClean separation of agentic memory, prompt templates, tool definitions, and exception handlers.
Evaluation Balance: 0% Automated Test Assertions • 100% Lecturer Moderation
Architecture Documentation
manual onlygeneralComprehensive README detailing agent loop, state graph, threat assumptions, and setup.
Evaluation Balance: 0% Automated Test Assertions • 100% Lecturer Moderation
Published Revision History
Immutable Audit TrailCalibrated indirect prompt injection resistance test threshold (PI-017) and 100-mark balance.
Initial release of CS704 Assignment 2 Master Assessment Rubric baseline specification.