Memory Bridge Operations

Memory Bridge Operations

Use this skill when syncing Hermes memory into a git-tracked repo memory directory such as .claude/memory/, especially for scheduled jobs that must run autonomously and report bridge status.

Standard Workflow

1. Enter the workspace-hub repo checkout (e.g. $WORKROOT/workspace-hub, where $WORKROOT holds your repo checkouts).
2. Run drift check:

   bash scripts/memory/check-memory-drift.sh
   

   • Exit 0: report No drift — nothing to bridge and stop.
   • Exit 1: capture the drift/missing-entry count and continue.
3. Run the quality gate with auto-fix:

   bash scripts/memory/pre-bridge-quality.sh --fix
   

4. Extract the quality score from Score: NN/100.
5. Report updated .claude/memory/ files and line counts:

   wc -l .claude/memory/agents.md .claude/memory/context.md .claude/memory/claude-auto-memory.md
   find .claude/memory/topics -type f | wc -l
   find .claude/memory/topics -type f -print0 | xargs -0 wc -l | tail -1
   

6. Verify drift is resolved:

   bash scripts/memory/check-memory-drift.sh
   

7. Verify commit/push:

   git log --oneline -1 --decorate --no-show-signature
   git branch -r --contains HEAD
   

Quality Gate Semantics

• Score < 50: abort; do not bridge degenerate memory.
• Score 50-70: auto-compaction may run before bridging.
• Score >= 70: bridge can run directly; --fix may still compact files near limits.

Recovery: pre-bridge stashed valid memory but exited nonzero

Observed pattern:

• pre-bridge-quality.sh --fix prints successful bridge generation:
  • agents.md generated
  • context.md regenerated
  • claude-auto-memory.md snapshot updated
  • topic files mirrored
• Then it says Uncommitted changes detected — stashing before pull... and creates stash@{0}: On main: pre-bridge-stash.
• The script exits nonzero after nothing added to commit but untracked files present, because unrelated untracked files prevented its internal commit path even though the bridge outputs are in the stash.

Safe recovery:

git stash list --date=local | head
git stash show --name-only stash@{0}
git checkout stash@{0} -- .claude/memory
bash scripts/memory/check-memory-drift.sh
git commit -m "chore(memory): bridge Hermes memory" -- .claude/memory
git push
bash scripts/memory/check-memory-drift.sh

Important constraints:

• Do not apply the whole stash; it may contain unrelated generated state, plans, reports, or other agents' work.
• Restore only .claude/memory for the memory bridge job.
• Leave unrelated untracked files untouched and mention them only as context.
• Final report should distinguish initial drift count from final verified drift state.

Reporting Template

Memory bridge completed.

- Initial drift check: <in sync|drift detected>
- Initial missing entries: <N>
- Quality score: <NN>/100
- Bridge result: <completed|aborted|recovered from stash>
- Final drift recheck: <in sync|still drifted>

Files updated / final line counts:
| Path | Lines |
|---|---:|
| `.claude/memory/agents.md` | <N> |
| `.claude/memory/context.md` | <N> |
| `.claude/memory/claude-auto-memory.md` | <N> |
| `.claude/memory/topics/` | <N files, total lines> |

Commit / push:
- Commit: `<hash> <subject>`
- Push: <succeeded|failed>; `<remote>` contains HEAD: <yes|no>

Pitfalls

• The script output may be partially successful even when the final exit code is nonzero; inspect stashes before declaring failure.
• Drift count can increase after compaction because compacted memories may expose entries not represented in repo memory yet; report both initial and final verified states when relevant.
• Scheduled jobs cannot ask for clarification. Make a narrow, reversible recovery decision and verify with drift check plus remote containment.