learning

name	learning
description	Skill for the Learning area of MCP Efficiency Engine. 23 symbols across 4 files.

Learning

23 symbols | 4 files | Cohesion: 100%

When to Use

• Working with code in scripts/
• Understanding how utc_now, pct, safe_rate work
• Modifying learning-related functionality

Key Files

File	Symbols
scripts/learning/learning-loop-report.py	utc_now, pct, safe_rate, parse_events, parse_feedback (+3)
scripts/learning/iteration-value-report.py	utc_now, safe_rate, parse_jsonl, latest_by_event, build_report (+2)
scripts/learning/record-iteration-metrics.py	utc_now, parse_jsonl, latest_event_id, main
scripts/learning/record-learning-feedback.py	utc_now, parse_jsonl, latest_event_id, main

Entry Points

Start here when exploring this area:

• utc_now (Function) — scripts/learning/learning-loop-report.py:10
• pct (Function) — scripts/learning/learning-loop-report.py:14
• safe_rate (Function) — scripts/learning/learning-loop-report.py:18
• parse_events (Function) — scripts/learning/learning-loop-report.py:24
• parse_feedback (Function) — scripts/learning/learning-loop-report.py:42

Key Symbols

Symbol	Type	File	Line
utc_now	Function	scripts/learning/learning-loop-report.py	10
pct	Function	scripts/learning/learning-loop-report.py	14
safe_rate	Function	scripts/learning/learning-loop-report.py	18
parse_events	Function	scripts/learning/learning-loop-report.py	24
parse_feedback	Function	scripts/learning/learning-loop-report.py	42
build_report	Function	scripts/learning/learning-loop-report.py	64
report_to_markdown	Function	scripts/learning/learning-loop-report.py	190
main	Function	scripts/learning/learning-loop-report.py	240
utc_now	Function	scripts/learning/iteration-value-report.py	10
safe_rate	Function	scripts/learning/iteration-value-report.py	14
parse_jsonl	Function	scripts/learning/iteration-value-report.py	20
latest_by_event	Function	scripts/learning/iteration-value-report.py	37
build_report	Function	scripts/learning/iteration-value-report.py	47
to_markdown	Function	scripts/learning/iteration-value-report.py	150
main	Function	scripts/learning/iteration-value-report.py	230
utc_now	Function	scripts/learning/record-iteration-metrics.py	9
parse_jsonl	Function	scripts/learning/record-iteration-metrics.py	13
latest_event_id	Function	scripts/learning/record-iteration-metrics.py	30
main	Function	scripts/learning/record-iteration-metrics.py	38
utc_now	Function	scripts/learning/record-learning-feedback.py	9

Execution Flows

Flow	Type	Steps
Main → Utc_now	intra_community	3
Main → Safe_rate	intra_community	3
Main → Safe_rate	intra_community	3
Main → Utc_now	intra_community	3
Main → Pct	intra_community	3

How to Explore

1. context({name: "utc_now"}) — see callers and callees
2. query({search_query: "learning"}) — find related execution flows
3. Read key files listed above for implementation details
4. explain({target: "<file or symbol>"}) — persisted taint findings (source→sink data flows), when indexed with --pdg