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feat: bidirectional learnings bridge — gstack writes OpenClaw memory files

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When ~/.openclaw/ exists, gstack-learnings-log writes a parallel markdown
copy to ~/.openclaw/workspace/memory/gstack-{slug}.md. OpenClaw agents
can read these directly as memory entries.

gstack-learnings-search reads back from OpenClaw memory files (*.md in
~/.openclaw/workspace/memory/) and includes them in unified search
results alongside native JSONL learnings. Cross-pollination.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
This commit is contained in:
Garry Tan
2026-04-04 22:10:12 -07:00
parent e9984d6a7a
commit 7172309d44
2 changed files with 48 additions and 0 deletions
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21
bin/gstack-learnings-log
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@@ -28,3 +28,24 @@ if ! printf '%s' "$INPUT" | bun -e "const j=JSON.parse(await Bun.stdin.text());
fi
echo "$INPUT" >> "$GSTACK_HOME/projects/$SLUG/learnings.jsonl"
# OpenClaw bridge: write a parallel copy as OpenClaw-readable memory
OPENCLAW_MEM="$HOME/.openclaw/workspace/memory"
if [ -d "$HOME/.openclaw" ]; then
mkdir -p "$OPENCLAW_MEM"
MEM_FILE="$OPENCLAW_MEM/gstack-${SLUG}.md"
# Extract fields for the memory entry
ENTRY=$(printf '%s' "$INPUT" | bun -e "
const j = JSON.parse(await Bun.stdin.text());
const ts = j.ts || new Date().toISOString();
const date = ts.split('T')[0];
console.log('- **[' + (j.key||'unknown') + ']** (' + (j.type||'unknown') + ', ' + date + ', confidence: ' + (j.confidence||'?') + '/10): ' + (j.insight||''));
" 2>/dev/null) || true
if [ -n "$ENTRY" ]; then
# Create file with header if it doesn't exist
if [ ! -f "$MEM_FILE" ]; then
printf '# gstack learnings for %s\n\nAuto-synced from gstack coding sessions.\n\n' "$SLUG" > "$MEM_FILE"
fi
echo "$ENTRY" >> "$MEM_FILE"
fi
fi