type: CapabilityCandidate

title: Repeated tool usage: exec

source: transcript

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.


title: Repeated tool usage: exec

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.


title: Repeated tool usage: read

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

failure_points: Missing signals, over-broad changes, skipped validation, missing knowledge solidification

evidence: Observed 2 occurrences of tool call marker for read.


title: Repeated tool usage: exec

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

failure_points: Missing signals, over-broad changes, skipped validation, missing knowledge solidification

evidence: Observed 12 occurrences of tool call marker for exec.


title: Repeated tool usage: exec

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.


title: Repeated tool usage: process

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.