vamseeachanta Comprehensive Learning — Skill Wrapper
Discoverable entry point for the comprehensive-learning nightly pipeline. The pipeline
itself runs via cron (scripts/cron/comprehensive-learning-nightly.sh) and is invisible
to skill discovery without this wrapper.
Why This Exists
The learning extraction pipeline is the largest automated process in the ecosystem:
- 10+ phases running nightly at 22:00 on dev-primary
- Processes session signals, drift detection, knowledge harvesting
- Produces learning reports, WRK items, memory updates
But it was invisible to /skills discovery and could not be invoked on-demand. This
wrapper makes it accessible via /learn-extended or similar commands.
Canonical Pipeline
The full pipeline lives at:
- Skill definition:
.claude/skills/workspace-hub/comprehensive-learning/ - Cron wrapper:
scripts/cron/comprehensive-learning-nightly.sh - Pipeline script:
scripts/learning/comprehensive-learning.sh - Phase specs:
.claude/skills/workspace-hub/comprehensive-learning/references/pipeline-detail.md
On-Demand Commands
Check Pipeline Health
REPO_ROOT="$(git rev-parse --show-toplevel)"
REPORT_DIR="$REPO_ROOT/.claude/state/learning-reports"
CRON_LOG="$REPORT_DIR/cron.log"
echo "=== Pipeline health ==="
# Last run time
if [[ -f "$CRON_LOG" ]]; then
LAST_RUN=$(tail -1 "$CRON_LOG" 2>/dev/null)
echo " Last cron log entry: $LAST_RUN"
else
echo " WARNING: No cron log found at $CRON_LOG"
fi
# Most recent report
LATEST_REPORT=$(ls -t "$REPORT_DIR"/*.md 2>/dev/null | head -1)
if [[ -n "$LATEST_REPORT" ]]; then
echo " Latest report: $(basename "$LATEST_REPORT")"
echo " Report age: $(( ($(date +%s) - $(stat -c %Y "$LATEST_REPORT" 2>/dev/null || echo 0)) / 3600 )) hours"
else
echo " WARNING: No learning reports found"
fi
Review Latest Report
REPO_ROOT="$(git rev-parse --show-toplevel)"
REPORT_DIR="$REPO_ROOT/.claude/state/learning-reports"
LATEST=$(ls -t "$REPORT_DIR"/*.md 2>/dev/null | head -1)
if [[ -n "$LATEST" ]]; then
head -80 "$LATEST"
else
echo "No learning reports available"
fi
List Recent Learning Candidates
REPO_ROOT="$(git rev-parse --show-toplevel)"
CANDIDATES_DIR="$REPO_ROOT/.claude/state/candidates"
echo "=== Recent learning candidates ==="
if [[ -d "$CANDIDATES_DIR" ]]; then
ls -lt "$CANDIDATES_DIR"/*.md 2>/dev/null | head -10
else
echo " No candidates directory found"
fi
Manual Pipeline Trigger (use sparingly)
The pipeline is designed for nightly cron execution. Running it during an active session violates the Iron Law documented in the comprehensive-learning skill. Only trigger manually in exceptional cases:
REPO_ROOT="$(git rev-parse --show-toplevel)"
# DRY RUN: list what phases would execute
echo "Pipeline phases:"
head -30 "$REPO_ROOT/scripts/learning/comprehensive-learning.sh" 2>/dev/null || echo "Script not found"
echo ""
echo "WARNING: Running the pipeline mid-session violates the Iron Law."
echo "Use nightly cron instead. See: .claude/skills/workspace-hub/comprehensive-learning/"
Scheduling Reference
The cron entry on dev-primary:
0 22 * * * cd /path/to/workspace-hub && bash scripts/cron/comprehensive-learning-nightly.sh >> .claude/state/learning-reports/cron.log 2>&1
Iron Law Reminder
No learning pipeline phase shall run standalone during an active work session. Learning is deferred to the nightly pipeline, always.
This wrapper provides read-only inspection commands that are session-safe. The actual pipeline execution is reserved for cron.
Related
- Primary skill:
.claude/skills/workspace-hub/comprehensive-learning/ - Extract to issues:
.claude/skills/extract-learnings-to-issues/ - Session corpus audit:
.claude/skills/coordination/session-corpus-audit/ - Cron scripts:
scripts/cron/comprehensive-learning-nightly.sh