{"type":"CapabilityCandidate","id":"cand_5afdf7f3","title":"Repeated tool usage: exec","source":"transcript","created_at":"2026-03-01T20:00:54.281Z","signals":["repeated_tool_usage:exec"],"shape":{"title":"Repeated tool usage: exec","input":"Recent session transcript + memory snippets + user instructions","output":"A safe, auditable evolution patch guided by GEP assets","invariants":"Protocol order, small reversible patches, validation, append-only events","params":"Signals: repeated_tool_usage:exec","failure_points":"Missing signals, over-broad changes, skipped validation, missing knowledge solidification","evidence":"Observed 7 occurrences of tool call marker for exec."}}
{"type":"CapabilityCandidate","id":"cand_5afdf7f3","title":"Repeated tool usage: exec","source":"transcript","created_at":"2026-03-02T20:00:49.881Z","signals":["repeated_tool_usage:exec"],"shape":{"title":"Repeated tool usage: exec","input":"Recent session transcript + memory snippets + user instructions","output":"A safe, auditable evolution patch guided by GEP assets","invariants":"Protocol order, small reversible patches, validation, append-only events","params":"Signals: repeated_tool_usage:exec","failure_points":"Missing signals, over-broad changes, skipped validation, missing knowledge solidification","evidence":"Observed 5 occurrences of tool call marker for exec."}}
{"type":"CapabilityCandidate","id":"cand_2f2b5dde","title":"Repeated tool usage: read","source":"transcript","created_at":"2026-03-03T14:53:48.133Z","signals":["high_tool_usage:exec","repeated_tool_usage:exec"],"shape":{"title":"Repeated tool usage: read","input":"Recent session transcript + memory snippets + user instructions","output":"A safe, auditable evolution patch guided by GEP assets","invariants":"Protocol order, small reversible patches, validation, append-only events","params":"Signals: high_tool_usage:exec, repeated_tool_usage:exec","failure_points":"Missing signals, over-broad changes, skipped validation, missing knowledge solidification","evidence":"Observed 2 occurrences of tool call marker for read."}}
{"type":"CapabilityCandidate","id":"cand_5afdf7f3","title":"Repeated tool usage: exec","source":"transcript","created_at":"2026-03-03T14:53:48.133Z","signals":["high_tool_usage:exec","repeated_tool_usage:exec"],"shape":{"title":"Repeated tool usage: exec","input":"Recent session transcript + memory snippets + user instructions","output":"A safe, auditable evolution patch guided by GEP assets","invariants":"Protocol order, small reversible patches, validation, append-only events","params":"Signals: high_tool_usage:exec, repeated_tool_usage:exec","failure_points":"Missing signals, over-broad changes, skipped validation, missing knowledge solidification","evidence":"Observed 12 occurrences of tool call marker for exec."}}
{"type":"CapabilityCandidate","id":"cand_5afdf7f3","title":"Repeated tool usage: exec","source":"transcript","created_at":"2026-03-03T20:00:51.368Z","signals":["repeated_tool_usage:exec"],"shape":{"title":"Repeated tool usage: exec","input":"Recent session transcript + memory snippets + user instructions","output":"A safe, auditable evolution patch guided by GEP assets","invariants":"Protocol order, small reversible patches, validation, append-only events","params":"Signals: repeated_tool_usage:exec","failure_points":"Missing signals, over-broad changes, skipped validation, missing knowledge solidification","evidence":"Observed 6 occurrences of tool call marker for exec."}}
{"type":"CapabilityCandidate","id":"cand_5a91a6db","title":"Repeated tool usage: process","source":"transcript","created_at":"2026-03-03T20:00:51.368Z","signals":["repeated_tool_usage:exec"],"shape":{"title":"Repeated tool usage: process","input":"Recent session transcript + memory snippets + user instructions","output":"A safe, auditable evolution patch guided by GEP assets","invariants":"Protocol order, small reversible patches, validation, append-only events","params":"Signals: repeated_tool_usage:exec","failure_points":"Missing signals, over-broad changes, skipped validation, missing knowledge solidification","evidence":"Observed 2 occurrences of tool call marker for process."}}