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feat: update Mattermost integration to prefer local proxy mirror evidence and enhance context retrieval methods

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This commit is contained in:
David Delagneau
2026-05-20 07:11:06 -06:00
parent e081360a84
commit 3d4da1919a
19 changed files with 179 additions and 58 deletions
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3
.agents/workflows/communication-sync.md
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@@ -26,11 +26,12 @@ Read:
Fresh communication evidence:
!`if [ -s ai/inbox/mattermost-latest.md ]; then cat ai/inbox/mattermost-latest.md; elif [ -s scripts/mattermost/generated/mattermost_context.jsonl ]; then cat scripts/mattermost/generated/mattermost_context.jsonl; else echo "No communication evidence available."; fi`
!`python3 scripts/mattermost-proxy/read-context.py --mode latest`
Instructions:
- if the sync command failed, stop and do not edit workspace memory
- prefer local proxy mirror evidence when present; legacy sync output is fallback evidence
- treat connector output as evidence, not automatically as project truth
- promote only explicit, project-relevant, high-confidence facts
- default destination is `project-knowledge/06-daily/$(date +%F).md`

2
.agents/workflows/fidelity-context.md
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@@ -59,7 +59,7 @@ PY`
Latest Mattermost context, if available:
!`if [ -s ai/inbox/mattermost-latest.md ]; then cat ai/inbox/mattermost-latest.md; elif [ -s scripts/mattermost/generated/mattermost_context.jsonl ]; then cat scripts/mattermost/generated/mattermost_context.jsonl; else echo "No Mattermost context available."; fi`
!`python3 scripts/mattermost-proxy/read-context.py --mode latest`
Respond with:

41
.agents/workflows/latest-message.md
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@@ -2,7 +2,7 @@
description: Force-sync Mattermost and answer from the latest matching message
---
Force-refresh Mattermost first, then answer the user's question from the refreshed inbox.
Refresh/read Mattermost first, then answer the user's question from the freshest evidence. Prefer the local proxy mirror when it is present; legacy sync output is fallback evidence.
Use this when the user asks for:
@@ -11,46 +11,13 @@ Use this when the user asks for:
- the latest Mattermost update
- the latest message in `fidelity-preguntas`
Run sync:
Run sync/fallback refresh:
!`start=$(date +%s); if [ -n "$AIW_MATTERMOST_SYNC_CMD" ]; then bash -lc "$AIW_MATTERMOST_SYNC_CMD"; elif [ -n "$FIDELITY_MATTERMOST_SYNC_CMD" ]; then bash -lc "$FIDELITY_MATTERMOST_SYNC_CMD"; elif [ -f scripts/mattermost/sync.sh ]; then bash scripts/mattermost/sync.sh; else echo "No Mattermost sync command is configured."; fi; status=$?; end=$(date +%s); echo "__MATTERMOST_SYNC_SECONDS__=$((end - start))"; exit "$status"`
Read a focused slice of refreshed Mattermost context:
Read a focused slice of refreshed Mattermost context, preferring the proxy mirror:
!`python3 - <<'PY'
import json
from pathlib import Path
paths = [
Path("ai/inbox/mattermost-latest.md"),
Path("scripts/mattermost/generated/mattermost_context.jsonl"),
]
source = next((path for path in paths if path.is_file() and path.stat().st_size > 0), None)
if not source:
print("No Mattermost context available after sync.")
raise SystemExit(0)
records = []
for line in source.read_text().splitlines():
line = line.strip()
if not line:
continue
try:
records.append(json.loads(line))
except json.JSONDecodeError:
continue
manager_names = {"jeff", "jeff.dewitte"}
manager_records = [
record for record in records
if str(record.get("username", "")).lower() in manager_names
]
focused = manager_records[-10:] if manager_records else records[-15:]
for record in focused:
print(json.dumps(record, ensure_ascii=False))
PY`
!`python3 scripts/mattermost-proxy/read-context.py --mode focused`
User request:

2
.agents/workflows/manager-update.md
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@@ -22,7 +22,7 @@ Today's log, if present:
Latest Mattermost context, if available:
!`if [ -s ai/inbox/mattermost-latest.md ]; then cat ai/inbox/mattermost-latest.md; elif [ -s scripts/mattermost/generated/mattermost_context.jsonl ]; then cat scripts/mattermost/generated/mattermost_context.jsonl; else echo "No Mattermost context available."; fi`
!`python3 scripts/mattermost-proxy/read-context.py --mode latest`
Detailed active work item files, if available:

9
.agents/workflows/mattermost-sync.md
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@@ -2,7 +2,7 @@
description: Sync Mattermost context and automatically promote high-confidence project memory
---
// turbo-all
Use the configured Mattermost sync command to fetch fresh communication context and maintain workspace memory automatically.
Use the configured Mattermost sync command and/or local proxy mirror evidence to fetch fresh communication context and maintain workspace memory automatically.
Preferred command sources:
@@ -14,12 +14,17 @@ Run the command and use its output as fresh communication context:
!`if [ -n "$AIW_MATTERMOST_SYNC_CMD" ]; then bash -lc "$AIW_MATTERMOST_SYNC_CMD"; elif [ -n "$FIDELITY_MATTERMOST_SYNC_CMD" ]; then bash -lc "$FIDELITY_MATTERMOST_SYNC_CMD"; elif [ -f scripts/mattermost/sync.sh ]; then bash scripts/mattermost/sync.sh; else echo "No Mattermost sync command is configured."; fi`
Fresh Mattermost evidence, preferring the proxy mirror:
!`python3 scripts/mattermost-proxy/read-context.py --mode latest`
Use this command implicitly when the user asks for the latest or last Mattermost message, especially messages from Jeff or the current manager.
Then:
- if the command fails, stop there and do not edit any workspace files
- use `ai/inbox/mattermost-latest.md` if it exists and is non-empty
- prefer the local proxy mirror via `scripts/mattermost-proxy/read-context.py --mode latest` when it has evidence
- otherwise use `ai/inbox/mattermost-latest.md` if it exists and is non-empty
- otherwise use `scripts/mattermost/generated/mattermost_context.jsonl` if it exists and is non-empty
- apply the memory promotion rules from `agent-memory/memory/promotion-rules.md`
- treat Mattermost output as live communication evidence; the agent decides what becomes promoted memory

4
.agents/workflows/promote-project-context.md
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@@ -22,11 +22,11 @@ Today's log, if present:
Current Mattermost inbox, if present:
!`if [ -f ai/inbox/mattermost-latest.md ]; then cat ai/inbox/mattermost-latest.md; else echo "No Mattermost inbox file is available."; fi`
!`python3 scripts/mattermost-proxy/read-context.py --mode latest`
Generated Mattermost context, if present:
!`if [ -s scripts/mattermost/generated/mattermost_context.jsonl ]; then cat scripts/mattermost/generated/mattermost_context.jsonl; else echo "No generated Mattermost context is available."; fi`
!`if [ -s scripts/mattermost/generated/mattermost_context.jsonl ]; then cat scripts/mattermost/generated/mattermost_context.jsonl; else echo "No legacy generated Mattermost context is available."; fi`
User direction or facts to promote:

2
.agents/workflows/standup.md
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@@ -79,7 +79,7 @@ Today's log, if present:
Latest refreshed Mattermost context, if present:
!`if [ -s ai/inbox/mattermost-latest.md ]; then cat ai/inbox/mattermost-latest.md; elif [ -s scripts/mattermost/generated/mattermost_context.jsonl ]; then cat scripts/mattermost/generated/mattermost_context.jsonl; else echo "No refreshed Mattermost context available."; fi`
!`python3 scripts/mattermost-proxy/read-context.py --mode standup --today $(date +%F)`
Detailed active work item files, if available:

2
.agents/workflows/story-draft.md
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@@ -36,7 +36,7 @@ Today's log, if present:
Latest Mattermost context, if available:
!`if [ -s ai/inbox/mattermost-latest.md ]; then cat ai/inbox/mattermost-latest.md; elif [ -s scripts/mattermost/generated/mattermost_context.jsonl ]; then cat scripts/mattermost/generated/mattermost_context.jsonl; else echo "No Mattermost context available."; fi`
!`python3 scripts/mattermost-proxy/read-context.py --mode latest`
Detailed active work item files, if available:

2
.agents/workflows/workspace-context.md
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@@ -66,7 +66,7 @@ PY`
Latest communication inbox, if available:
!`if [ -s ai/inbox/mattermost-latest.md ]; then cat ai/inbox/mattermost-latest.md; elif [ -s scripts/mattermost/generated/mattermost_context.jsonl ]; then cat scripts/mattermost/generated/mattermost_context.jsonl; else echo "No live communication context available."; fi`
!`python3 scripts/mattermost-proxy/read-context.py --mode latest`
Respond with: