{ "claims": [ { "text": "The system shall implement a MetadataHeader for every signal.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:1,char:1" }, { "text": "This header must include a provenance_hash to ensure data integrity.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:2,char:1" }, { "text": "The provenance_hash is a SHA-256 hash of the raw bytes of the signal.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:3,char:1" }, { "text": "Traceability is maintained through a parent_id mapping.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:4,char:1" }, { "text": "Each signal is assigned a unique trace_id upon ingestion.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:5,char:1" }, { "text": "The timestamp_ms field records the exact time of capture in milliseconds.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:6,char:1" }, { "text": "Contract versions are strictly enforced to prevent schema drift.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:7,char:1" }, { "text": "Tags can be used for arbitrary metadata and categorization.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:8,char:1" }, { "text": "The universal contract envelope is the DNA of every signal in the system.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:9,char:1" }, { "text": "Auditability is the primary goal of the Silo 4 Research layer.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:10,char:1" }, { "text": "The Reverse-Lookup Judge verifies claims against the original source bytes.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:11,char:1" }, { "text": "Precision must be 100% to avoid hallucinations in the synthesis phase.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:12,char:1" }, { "text": "Recall should exceed 95% across the standard Golden Dataset.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:13,char:1" }, { "text": "Latency for a single lookup must remain below 200 milliseconds.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:14,char:1" }, { "text": "The system uses bitwise exact matching for verification.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:15,char:1" }, { "text": "Aho-Corasick algorithm is recommended for multi-pattern matching.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:16,char:1" }, { "text": "Sliding window approaches are also valid for single snippet lookups.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:17,char:1" }, { "text": "Normalization should be lossless to preserve original formatting.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:18,char:1" }, { "text": "Whitespace and non-printable characters may be handled specifically.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:19,char:1" }, { "text": "Encoding variations (UTF-8, ASCII) must be normalized before matching.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:20,char:1" }, { "text": "The provenance chain allows 4-hop traceability from broadcast to source.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:21,char:1" }, { "text": "Silo 1 handles RawSignal ingestion from various URIs.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:22,char:1" }, { "text": "Silo 2 performs Normalization and noise reduction on raw bytes.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:23,char:1" }, { "text": "Silo 3 filters signals to isolate high-intent tickets for research.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:24,char:1" }, { "text": "Silo 4 synthesizes artifacts with evidence bundles and citations.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:25,char:1" }, { "text": "Silo 5 distributes machine-readable signals via MCP protocol.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:26,char:1" }, { "text": "The North Star metric is Signal Fidelity, a product of precision and recall.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:27,char:1" }, { "text": "Lead time is the third factor in the Signal Fidelity equation.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:28,char:1" }, { "text": "The system operates on a continuous feedback loop of mandates and research.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:29,char:1" }, { "text": "Governors define the objective functions and success criteria.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:30,char:1" }, { "text": "Scientists hypothesize and implement candidate mechanisms.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:31,char:1" }, { "text": "Validators run automated judges against the golden sets.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:32,char:1" }, { "text": "Promotion to Champion status requires passing all convergence criteria.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:33,char:1" }, { "text": "Challengers are tested in a controlled laboratory environment.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:34,char:1" }, { "text": "The repository structure follows a strict organizational pattern.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:35,char:1" }, { "text": "Contracts are stored in the /contracts directory as markdown or protobuf.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:36,char:1" }, { "text": "Golden sets provide the ground truth for evaluation scripts.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:37,char:1" }, { "text": "Evals contain the judge logic and performance logs.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:38,char:1" }, { "text": "References serve as the global source of truth for the system.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:39,char:1" }, { "text": "Research documents track the discovery and evaluation of mechanisms.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:40,char:1" }, { "text": "The project manual is maintained in the PROCESS.md file.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:41,char:1" }, { "text": "The system architecture is detailed in ARCHITECTURE.md.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:42,char:1" }, { "text": "Aho-Corasick is efficient for searching many patterns simultaneously.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:43,char:1" }, { "text": "KMP algorithm is optimal for searching a single pattern in a text.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:44,char:1" }, { "text": "Boyer-Moore is another fast string searching algorithm.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:45,char:1" }, { "text": "Regular expressions can be used for complex pattern matching.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:46,char:1" }, { "text": "However, for exact auditability, literal string matches are preferred.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:47,char:1" }, { "text": "The confidence_score in the AuditTrail reflects the match quality.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:48,char:1" }, { "text": "A verdict of true indicates a confirmed bitwise match.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:49,char:1" }, { "text": "Source coordinates specify the exact location within the document.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:50,char:1" }, { "text": "Line and character offsets are the standard coordinate system used.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:51,char:1" }, { "text": "XPath or CSS selectors may be used for structured HTML or XML data.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:52,char:1" }, { "text": "The audit trail is essential for high-stakes decision making.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:53,char:1" }, { "text": "Transparency in the intelligence pipeline builds trust with users.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:54,char:1" }, { "text": "The system is designed for autonomous operation with human oversight.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:55,char:1" }, { "text": "Continuous integration ensures that new changes do not regress SLOs.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:56,char:1" }, { "text": "The goal is to reach a 0.9 Factuality score in the synthesis silo.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:57,char:1" }, { "text": "Synthesis artifacts must include an immutable EvidenceBundle snapshot.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:58,char:1" }, { "text": "Provenance pointers link every claim to its specific source byte range.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:59,char:1" }, { "text": "The system architecture prioritizes modularity and strict interfaces.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:60,char:1" }, { "text": "Each silo acts as a black box with defined input and output contracts.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:61,char:1" }, { "text": "Errors in one silo are isolated and do not cascade through the system.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:62,char:1" }, { "text": "Dead-letter queues are used to audit failed signals in the ingestion silo.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:63,char:1" }, { "text": "High-intent tickets are the fuel for the research and synthesis process.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:64,char:1" }, { "text": "Signal detection uses Z-Score and semantic shift analysis techniques.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:65,char:1" }, { "text": "The final broadcast layer ensures compatibility with downstream consumers.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:66,char:1" }, { "text": "MCP protocol is used for real-time distribution of intelligence signals.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:67,char:1" }, { "text": "Linter scripts verify JSON schema compliance for all broadcasted data.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:68,char:1" }, { "text": "The entire pipeline is monitored for latency and throughput SLOs.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:69,char:1" }, { "text": "Scalability is achieved through horizontal distribution of silo workers.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:70,char:1" }, { "text": "Reliability is built into the system through redundancy and failover.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:71,char:1" }, { "text": "The mission for Silo 4 Auditability is currently in the mandate phase.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:72,char:1" }, { "text": "The first objective is the implementation of the MetadataHeader.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:73,char:1" }, { "text": "The second objective is the deployment of the Reverse-Lookup Judge.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:74,char:1" }, { "text": "Progress is tracked through mission starts and convergence logs.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:75,char:1" }, { "text": "The ultimate aim is a fully traceable autonomous intelligence system.", "source_uri": "fixture://system-spec", "debug_coordinate": "line:76,char:1" } ], "format": "zigg.ing-anythingllm-bundle-v1", "sources": [ { "title": "System Specification", "excerpt": "The system shall implement a MetadataHeader for every signal. This header must include a provenance_hash to ensure data integrity. The provenance_hash is a SHA-256 hash of the raw bytes of the signal. Traceability is ma…", "trace_id": "0c09d444-8b28-4890-82e8-e11867937779", "source_uri": "fixture://system-spec", "raw_signal_id": "9892e17d-aa0f-478e-ae61-d084313cba6b" } ], "summary": "Why this matters This artifact is grounded in 76 verified claims across 1 context signals. Corroborating evidence: The system shall implement a MetadataHeader for every signal; This header must include a provenance_hash to ensure data integrity. The semantic-shift path highlights material changes in tone or intent rather than surface-level vocabulary churn.", "headline": "The system shall implement a MetadataHeader for every signal", "artifact_id": "7cc77a2b-f9db-4266-9588-52b18e91716d", "raw_sources": [ { "sha256": "d3448a735f50c55a4b4d725c122c4e96aa5238060ba7bb74dd2111caa8a1e498", "trace_id": "9892e17d-aa0f-478e-ae61-d084313cba6b", "mime_type": "text/plain", "source_uri": "fixture://system-spec" } ], "workspace_name": "zigg-system-spec" }