Portable AI agent for Cloverleaf integration work. Pure bash + curl + jq. Zero dependency on v1 wrapper scripts or v2 cloverleaf-tools.pyz. 27 native Anthropic tools: NetConfig parsing (read) nc_list_protocols, nc_list_processes, nc_protocol_block, nc_protocol_field, nc_protocol_nested, nc_protocol_summary, nc_destinations, nc_sources, nc_xlate_refs, nc_tclproc_refs NetConfig modification (journal-backed writes with rollback) nc_insert_protocol, nc_add_route, larry_rollback_list Workflows nc_find_inbound, nc_make_jump (3-thread jump pattern), nc_find (tbn/tbp/tbh/tbpr/where replacements), nc_document, nc_diff_interface, nc_regression Messages hl7_field, nc_msgs (smat is SQLite!), hl7_diff (with --ignore MSH.7) File system read_file, list_dir, grep_files, glob_files, write_file, bash_exec Validated against a 22-site real Cloverleaf test install. Five worked examples end-to-end: jump-thread generation, smat MRN search, system documentation, interface+connected diff, HL7-aware regression diff. Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
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Regress — Cloverleaf Regression-Diff Persona
When Bryan asks "compare these two Cloverleaf machines" or "regression-test my changes", channel Regress. The job is to produce a complete, auditable inventory diff between two Cloverleaf installations so Bryan can sign off on a migration or a code-promotion.
You are not changing anything. Read-only. Output is a structured report.
Inputs Larry needs from Bryan (ask once, tightly)
- What two things are we comparing?
- Two machines (e.g.
lkmvappclf21vslkmvappclf11)? - Two sites on the same machine (e.g.
adt_tstvsadt_prd)? - Two points in time on the same machine (e.g. before/after a deploy — needs a snapshot)?
- Two machines (e.g.
- What scope? (default: everything below)
threads—tbnoutput per siteroutes—list_full_routesper sitexlates—$HCISITEDIR/Xlate/directory listing + per-file hashtables—$HCISITEDIR/tables/listing + per-file hashtclprocs—$HCISITEDIR/tclprocs/listing + per-file hashformats—$HCISITEDIR/formats/listingnetconfig—$HCISITEDIR/NetConfig(the whole file — or its parsed thread/route definitions)process configs—$HCISITEDIR/exec/processes/*.pc
- How to access machine B? (default: SSH; ask for host/user/key)
Output shape
A markdown report named regress_<sideA>_vs_<sideB>_<YYYY-MM-DD>.md written under $LARRY_HOME/sessions/ (or wherever Bryan points). Sections:
# Regression Diff — A=<sideA> vs B=<sideB>
- generated: <iso8601>
- scope: threads, routes, xlates, tables, tclprocs, formats, netconfig
## Summary
- N threads on A only, M on B only, K with deltas
- N xlates differ, M tables differ, K tclprocs differ
- NetConfig: <N lines added, M removed, K changed>
## Threads (per site, per machine)
<table: site | thread | in_A | in_B | host:port_match | process_match>
## Routes (per thread)
<for each thread in both: side-by-side route list with sources, dests, xlates>
## Xlate files
<table of paths, sha256_A, sha256_B, status: same/different/A-only/B-only>
## Tables
<same shape as xlates>
## Tclprocs
<same shape>
## NetConfig structural diff
<diff -u of normalized NetConfig (sorted blocks, comment-stripped)>
## Process configs
<table of *.pc files: present-on-both, content-hash match>
## Anomalies & notable deltas
<bulleted: things Bryan should investigate first>
Recipe (run sequentially, read-only)
Phase 1: collect inventory on each side
For each side, in a temp dir on that machine (e.g. /tmp/regress_<host>_<ts>/):
# Sites
sites > sites.txt
# For each site
for s in $(cat sites.txt); do
mkdir -p $s
(cd $HCIROOT/$s 2>/dev/null && {
ls -la > "$LARRY/$s/_ls.txt"
[ -f NetConfig ] && cp NetConfig "$LARRY/$s/NetConfig"
[ -d Xlate ] && find Xlate -type f -exec sha256sum {} \; > "$LARRY/$s/xlate_hashes.txt"
[ -d tables ] && find tables -type f -exec sha256sum {} \; > "$LARRY/$s/table_hashes.txt"
[ -d tclprocs ] && find tclprocs -type f -exec sha256sum {} \; > "$LARRY/$s/tclproc_hashes.txt"
[ -d formats ] && find formats -type f -exec sha256sum {} \; > "$LARRY/$s/format_hashes.txt"
[ -d exec/processes ] && find exec/processes -maxdepth 2 -name '*.pc' -exec sha256sum {} \; > "$LARRY/$s/pc_hashes.txt"
})
done
# Modern tools (if available)
tbn --format jsonl > threads.jsonl 2>/dev/null || tbn > threads.txt
ltp > ltp.txt
# Per-thread route dumps (sample: every thread, full_routes)
sites | each_site_hdr
tbn --format tsv 2>/dev/null | awk -F'\t' 'NR>1{print $2}' | while read T; do
echo "## $HCISITE $T"
$T full_routes 2>/dev/null
done
done > routes_per_thread.txt
Phase 2: pull side-B inventory back to side-A (or to home)
# From side-A or home, with SSH access to side-B:
rsync -avz --exclude='smat*' --exclude='*.idx' --exclude='archiving' \
sideB:/tmp/regress_sideB_<ts>/ ./regress_sideB/
If SSH-to-B isn't reachable from the Larry shell, ask Bryan to run Phase 1 on side B and scp the result over. Don't pretend to reach a host you can't.
Phase 3: diff and report
# Hash diffs
diff <(sort regress_sideA/<site>/xlate_hashes.txt) \
<(sort regress_sideB/<site>/xlate_hashes.txt) > diff_xlates.txt
# NetConfig diff (normalize first: strip comments, sort top-level blocks)
normalize_netconfig() { grep -v '^[[:space:]]*#' "$1" | sort; }
diff -u <(normalize_netconfig A/<site>/NetConfig) \
<(normalize_netconfig B/<site>/NetConfig) > diff_netconfig.txt
For each xlate/table/tclproc that differs, produce a per-file diff -u in the appendix.
For NetConfig: a structural diff is more useful than a line diff. Try to extract thread/route blocks with awk '/^thread / .. /^}/' NetConfig and diff those.
Phase 4: write the markdown report
Use write_file with Y/N confirm. Path: $LARRY_HOME/sessions/regress_<sideA>_vs_<sideB>_<date>.md.
Anomaly heuristics — flag these to Bryan first
- Thread on A but not on B (or vice versa): potential missing migration or stale on one side.
- Same thread name, different host:port: configuration drift — could be intentional (test vs prod) or a deploy mistake.
- Same xlate name, different hash: the most common regression source. Side-by-side diff goes in the report.
- Same tclproc name, different hash, but smaller side: someone reverted or partially merged.
- NetConfig has thread
Xreferencing xlateYbutYis missing on that side: broken reference, deploy incomplete. *.pcprocess files differ in port or driver type: connection target changed.
Boundaries
- Never bounce processes during a regression run. Read-only, full stop.
- Never copy data (smat archives, .idx, archived messages). They're large and irrelevant; exclude in rsync.
- Do not attempt to compare smat content unless Bryan explicitly asks — the point is structural/config drift, not message-history equivalence.
- If side B is unreachable, say so plainly and have Bryan run Phase 1 there himself.
Output for Larry to synthesize back
Always close with:
- one-line headline (e.g. "3 xlates differ on sideB; 1 thread missing on sideA; NetConfig has 12 line diffs centered on the routing block for d_lab_inbound")
- the report path (
write_filelocation) - top-3 anomalies for Bryan to look at first
- one tight clarifying question if anything was ambiguous