agentic/code/addons/agent-loop/skills/debug-memory/SKILL.md
Query and manage the executable feedback debug memory
npx skillsauth add jmagly/aiwg debug-memoryInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
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Query, analyze, and manage the debug memory from executable feedback loops.
Manage the debug memory stored in .aiwg/ralph/debug-memory/:
Search debug memory for relevant past execution sessions.
.aiwg/ralph/debug-memory/sessions/ for matching entriesDisplay learned patterns from past debug sessions.
.aiwg/ralph/debug-memory/patterns/learned-patterns.yamlShow aggregate statistics from debug memory.
Clear debug memory (with confirmation).
.aiwg/ralph/debug-memory/archive/query [keyword] - Search debug memorypatterns - Show learned patternsstats - Show aggregate statisticsclear - Clear and archive debug memory--file [path] - Filter by source file--error [type] - Filter by error type--since [date] - Filter by datedata-ai
Report which research-corpus radar sidecars are overdue for refresh. Computes staleness (days since last refresh vs the cadence window) for every radar, sorted most-overdue-first. Runs via `aiwg corpus radar-status`.
data-ai
Aggregate research-corpus radar sidecars into a corpus or per-cluster freshness report — totals, overdue count, per-cluster / per-GRADE / per-trajectory breakdowns, an overdue table, and per-radar rationale snippets. Runs via `aiwg corpus radar-report`.
testing
Scaffold radar/freshness sidecars for research-corpus REFs. Pulls title/authors from the citation sidecar and GRADE from the analysis doc, defaults the refresh cadence from GRADE and the cluster from a corpus-local map, and stamps documentation/radar/REF-XXX-radar.md. Runs via `aiwg corpus radar-init`.
data-ai
Compute an entity's publication trajectory — per-year paper counts, topic drift, hot-streak detection (≥3 consecutive A-grade years), and career phase. Runs via `aiwg corpus profile-temporal`.