Enable Docker Swarm discovery in WHOOSH for complete agent visibility

WHOOSH now discovers all 10 CHORUS agent replicas using Docker Swarm API instead of DNS-based discovery which was limited by VIP load balancing. Changes: - Enable WHOOSH_DOCKER_ENABLED=true - Mount /var/run/docker.sock for Swarm API access - Add HMMM monitor service to docker-compose - Add WHOOSH_API_BASE_URL config for CHORUS agents Results: - WHOOSH discovers 20/21 agent tasks (vs 3/10 previously) - Bootstrap endpoint returns 22 peers with 19 unique peer IDs - Complete agent manifest for task assignment and churn handling 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
feat(execution): Add response parser for LLM artifact extraction
2025-10-12 21:34:34 +11:00 · 2025-10-11 22:08:08 +11:00 · 2025-10-11 12:35:17 +11:00 · 2025-10-11 12:30:43 +11:00
14 changed files with 2268 additions and 166 deletions
--- a/docker/docker-compose.yml
+++ b/docker/docker-compose.yml
@@ -38,6 +38,10 @@ services:
      - TASK_ID=${TASK_ID:-}        # Optional: Task identifier
      - NODE_ID=${NODE_ID:-}        # Optional: Node identifier

+      # WHOOSH API configuration for bootstrap peer discovery
+      - WHOOSH_API_BASE_URL=${WHOOSH_API_BASE_URL:-http://whoosh:8080}
+      - WHOOSH_API_ENABLED=true
+
      # Bootstrap pool configuration (supports JSON and CSV)
      - BOOTSTRAP_JSON=/config/bootstrap.json  # Optional: JSON bootstrap config
      - CHORUS_BOOTSTRAP_PEERS=${CHORUS_BOOTSTRAP_PEERS:-}  # CSV fallback
@@ -209,8 +213,8 @@ services:
      WHOOSH_BACKBEAT_AGENT_ID: "whoosh"
      WHOOSH_BACKBEAT_NATS_URL: "nats://backbeat-nats:4222"

-      # Docker integration configuration (disabled for agent assignment architecture)
-      WHOOSH_DOCKER_ENABLED: "false"
+      # Docker integration configuration - ENABLED for complete agent discovery
+      WHOOSH_DOCKER_ENABLED: "true"

    secrets:
      - whoosh_db_password
@@ -221,9 +225,9 @@ services:
      - redis_password
    volumes:
      - whoosh_ui:/app/ui:ro
-      # - /var/run/docker.sock:/var/run/docker.sock  # Disabled for agent assignment architecture
+      - /var/run/docker.sock:/var/run/docker.sock  # Required for Docker Swarm agent discovery
    deploy:
-      replicas: 2
+      replicas: 1
      restart_policy:
        condition: on-failure
        delay: 5s
@@ -591,6 +595,38 @@ services:
    command: --interval 300 --cleanup --revive-stopped --include-stopped
    restart: always

+  # HMMM Traffic Monitor - Observes P2P pub/sub traffic
+  hmmm-monitor:
+    image: anthonyrawlins/hmmm-monitor:latest
+    environment:
+      - WHOOSH_API_BASE_URL=http://whoosh:8080
+    ports:
+      - "9001:9001"  # P2P port for peer discovery
+    deploy:
+      replicas: 1
+      restart_policy:
+        condition: on-failure
+        delay: 5s
+        max_attempts: 3
+        window: 120s
+      placement:
+        constraints:
+          - node.hostname == acacia  # Keep monitor on acacia for stable peer ID
+      resources:
+        limits:
+          memory: 128M
+          cpus: '0.25'
+        reservations:
+          memory: 64M
+          cpus: '0.1'
+    networks:
+      - chorus_net
+    logging:
+      driver: "json-file"
+      options:
+        max-size: "10m"
+        max-file: "3"
+        tag: "hmmm-monitor/{{.Name}}/{{.ID}}"

  # KACHING services are deployed separately in their own stack
  # License validation will access https://kaching.chorus.services/api
--- a/hmmm-monitor/.gitignore
+++ b/hmmm-monitor/.gitignore
@@ -0,0 +1,2 @@
+hmmm-monitor
+*.log
--- a/hmmm-monitor/Dockerfile
+++ b/hmmm-monitor/Dockerfile
@@ -0,0 +1,41 @@
+FROM golang:1.22-alpine AS builder
+
+# Install build dependencies
+RUN apk add --no-cache git ca-certificates
+
+WORKDIR /app
+
+# Copy go mod files
+COPY go.mod go.sum* ./
+
+# Download dependencies
+RUN go mod download || true
+
+# Copy source code
+COPY main.go ./
+
+# Build the binary
+RUN CGO_ENABLED=0 GOOS=linux go build -a -installsuffix cgo -o hmmm-monitor main.go
+
+# Final stage - minimal image
+FROM alpine:latest
+
+RUN apk --no-cache add ca-certificates tzdata
+
+WORKDIR /app
+
+# Copy binary from builder
+COPY --from=builder /app/hmmm-monitor .
+
+# Run as non-root user
+RUN addgroup -g 1000 monitor && \
+    adduser -D -u 1000 -G monitor monitor && \
+    chown -R monitor:monitor /app
+
+USER monitor
+
+# Set metadata
+LABEL maintainer="CHORUS Ecosystem" \
+      description="HMMM Traffic Monitor - Real-time libp2p message monitoring for CHORUS"
+
+ENTRYPOINT ["./hmmm-monitor"]
--- a/hmmm-monitor/README.md
+++ b/hmmm-monitor/README.md
@@ -0,0 +1,120 @@
+# HMMM Traffic Monitor
+
+Real-time monitoring tool for CHORUS libp2p pub/sub messages (HMMM and Bzzz).
+
+## Purpose
+
+This standalone monitoring container subscribes to all CHORUS pub/sub topics and logs all traffic in real-time. It's designed for:
+
+- **Debugging**: See exactly what messages are being sent
+- **Observability**: Monitor agent coordination and task execution
+- **Development**: Understand message flow during development
+- **Troubleshooting**: Identify communication issues between agents
+
+## Topics Monitored
+
+- `chorus-bzzz`: Main coordination topic (task claims, availability, progress)
+- `chorus-hmmm`: Meta-discussion topic (help requests, collaboration)
+- `chorus-context`: Context feedback messages
+- `council-formation`: Council formation broadcasts
+- `council-assignments`: Role assignments
+
+## Usage
+
+### Build the Image
+
+```bash
+cd hmmm-monitor
+docker build -t anthonyrawlins/hmmm-monitor:latest .
+```
+
+### Run Locally
+
+```bash
+docker run --rm --network chorus_net anthonyrawlins/hmmm-monitor:latest
+```
+
+### Deploy to Swarm
+
+```bash
+docker stack deploy -c docker-compose.yml hmmm-monitor
+```
+
+### View Logs
+
+```bash
+# Real-time logs
+docker service logs -f hmmm-monitor_hmmm-monitor
+
+# Filter by topic
+docker service logs hmmm-monitor_hmmm-monitor | grep "chorus-bzzz"
+
+# Filter by message type
+docker service logs hmmm-monitor_hmmm-monitor | grep "availability_broadcast"
+
+# Export to file
+docker service logs hmmm-monitor_hmmm-monitor > hmmm-traffic-$(date +%Y%m%d).log
+```
+
+## Message Format
+
+Each logged message includes:
+
+```json
+{
+  "timestamp": "2025-10-11T12:30:45Z",
+  "topic": "chorus-bzzz",
+  "from": "12D3Koo...",
+  "type": "availability_broadcast",
+  "payload": {
+    "agent_id": "agent-123",
+    "current_tasks": 1,
+    "max_tasks": 3,
+    "available_for_work": true
+  }
+}
+```
+
+## Emojis
+
+The monitor uses emojis to quickly identify message types:
+
+- 🐝 General Bzzz coordination
+- 📊 Availability broadcasts
+- 🎯 Capability broadcasts
+- ✋ Task claims
+- ⏳ Task progress
+- ✅ Task complete
+- 🧠 HMMM meta-discussion
+- 💬 Discussion messages
+- 🆘 Help requests
+- 💡 Help responses
+- 🚨 Escalation triggers
+- 🎭 Council formation
+- 👔 Council assignments
+
+## Troubleshooting
+
+### No messages appearing
+
+1. Check network connectivity: `docker exec hmmm-monitor ping chorus`
+2. Verify container is on correct network: `docker inspect hmmm-monitor | grep NetworkMode`
+3. Check CHORUS agents are publishing: `docker service logs CHORUS_chorus | grep "broadcast"`
+
+### High CPU usage
+
+The monitor processes all pub/sub traffic. If CPU usage is high, consider:
+- Reducing replicas count
+- Filtering logs externally rather than in the container
+- Running only during debugging sessions
+
+## Architecture
+
+The monitor is a minimal libp2p node that:
+
+1. Joins the same libp2p network as CHORUS agents
+2. Subscribes to gossipsub topics
+3. Logs all received messages
+4. Does NOT publish any messages (read-only)
+
+This makes it safe to run in production without affecting agent behavior.
--- a/hmmm-monitor/docker-compose.yml
+++ b/hmmm-monitor/docker-compose.yml
@@ -0,0 +1,34 @@
+version: '3.8'
+
+services:
+  hmmm-monitor:
+    build: .
+    image: anthonyrawlins/hmmm-monitor:latest
+    container_name: hmmm-monitor
+    networks:
+      - chorus_net
+    environment:
+      - LOG_LEVEL=info
+    restart: unless-stopped
+    deploy:
+      replicas: 1
+      placement:
+        constraints:
+          - node.hostname == walnut  # Deploy on same node as CHORUS for network access
+      resources:
+        limits:
+          cpus: '0.5'
+          memory: 256M
+        reservations:
+          cpus: '0.1'
+          memory: 128M
+    logging:
+      driver: "json-file"
+      options:
+        max-size: "10m"
+        max-file: "3"
+
+networks:
+  chorus_net:
+    external: true
+    name: CHORUS_chorus_net
--- a/hmmm-monitor/go.mod
+++ b/hmmm-monitor/go.mod
@@ -0,0 +1,113 @@
+module hmmm-monitor
+
+go 1.22
+
+require (
+	github.com/libp2p/go-libp2p v0.36.5
+	github.com/libp2p/go-libp2p-pubsub v0.12.0
+)
+
+require (
+	github.com/benbjohnson/clock v1.3.5 // indirect
+	github.com/beorn7/perks v1.0.1 // indirect
+	github.com/cespare/xxhash/v2 v2.3.0 // indirect
+	github.com/containerd/cgroups v1.1.0 // indirect
+	github.com/coreos/go-systemd/v22 v22.5.0 // indirect
+	github.com/davecgh/go-spew v1.1.1 // indirect
+	github.com/davidlazar/go-crypto v0.0.0-20200604182044-b73af7476f6c // indirect
+	github.com/decred/dcrd/dcrec/secp256k1/v4 v4.3.0 // indirect
+	github.com/docker/go-units v0.5.0 // indirect
+	github.com/elastic/gosigar v0.14.3 // indirect
+	github.com/flynn/noise v1.1.0 // indirect
+	github.com/francoispqt/gojay v1.2.13 // indirect
+	github.com/go-task/slim-sprig/v3 v3.0.0 // indirect
+	github.com/godbus/dbus/v5 v5.1.0 // indirect
+	github.com/gogo/protobuf v1.3.2 // indirect
+	github.com/google/gopacket v1.1.19 // indirect
+	github.com/google/pprof v0.0.0-20240727154555-813a5fbdbec8 // indirect
+	github.com/google/uuid v1.6.0 // indirect
+	github.com/gorilla/websocket v1.5.3 // indirect
+	github.com/hashicorp/golang-lru/v2 v2.0.7 // indirect
+	github.com/huin/goupnp v1.3.0 // indirect
+	github.com/ipfs/go-cid v0.4.1 // indirect
+	github.com/ipfs/go-log/v2 v2.5.1 // indirect
+	github.com/jackpal/go-nat-pmp v1.0.2 // indirect
+	github.com/jbenet/go-temp-err-catcher v0.1.0 // indirect
+	github.com/klauspost/compress v1.17.9 // indirect
+	github.com/klauspost/cpuid/v2 v2.2.8 // indirect
+	github.com/koron/go-ssdp v0.0.4 // indirect
+	github.com/libp2p/go-buffer-pool v0.1.0 // indirect
+	github.com/libp2p/go-flow-metrics v0.1.0 // indirect
+	github.com/libp2p/go-libp2p-asn-util v0.4.1 // indirect
+	github.com/libp2p/go-msgio v0.3.0 // indirect
+	github.com/libp2p/go-nat v0.2.0 // indirect
+	github.com/libp2p/go-netroute v0.2.1 // indirect
+	github.com/libp2p/go-reuseport v0.4.0 // indirect
+	github.com/libp2p/go-yamux/v4 v4.0.1 // indirect
+	github.com/marten-seemann/tcp v0.0.0-20210406111302-dfbc87cc63fd // indirect
+	github.com/mattn/go-isatty v0.0.20 // indirect
+	github.com/miekg/dns v1.1.62 // indirect
+	github.com/mikioh/tcpinfo v0.0.0-20190314235526-30a79bb1804b // indirect
+	github.com/mikioh/tcpopt v0.0.0-20190314235656-172688c1accc // indirect
+	github.com/minio/sha256-simd v1.0.1 // indirect
+	github.com/mr-tron/base58 v1.2.0 // indirect
+	github.com/multiformats/go-base32 v0.1.0 // indirect
+	github.com/multiformats/go-base36 v0.2.0 // indirect
+	github.com/multiformats/go-multiaddr v0.13.0 // indirect
+	github.com/multiformats/go-multiaddr-dns v0.4.0 // indirect
+	github.com/multiformats/go-multiaddr-fmt v0.1.0 // indirect
+	github.com/multiformats/go-multibase v0.2.0 // indirect
+	github.com/multiformats/go-multicodec v0.9.0 // indirect
+	github.com/multiformats/go-multihash v0.2.3 // indirect
+	github.com/multiformats/go-multistream v0.5.0 // indirect
+	github.com/multiformats/go-varint v0.0.7 // indirect
+	github.com/munnerz/goautoneg v0.0.0-20191010083416-a7dc8b61c822 // indirect
+	github.com/onsi/ginkgo/v2 v2.20.0 // indirect
+	github.com/opencontainers/runtime-spec v1.2.0 // indirect
+	github.com/pbnjay/memory v0.0.0-20210728143218-7b4eea64cf58 // indirect
+	github.com/pion/datachannel v1.5.8 // indirect
+	github.com/pion/dtls/v2 v2.2.12 // indirect
+	github.com/pion/ice/v2 v2.3.34 // indirect
+	github.com/pion/interceptor v0.1.30 // indirect
+	github.com/pion/logging v0.2.2 // indirect
+	github.com/pion/mdns v0.0.12 // indirect
+	github.com/pion/randutil v0.1.0 // indirect
+	github.com/pion/rtcp v1.2.14 // indirect
+	github.com/pion/rtp v1.8.9 // indirect
+	github.com/pion/sctp v1.8.33 // indirect
+	github.com/pion/sdp/v3 v3.0.9 // indirect
+	github.com/pion/srtp/v2 v2.0.20 // indirect
+	github.com/pion/stun v0.6.1 // indirect
+	github.com/pion/transport/v2 v2.2.10 // indirect
+	github.com/pion/turn/v2 v2.1.6 // indirect
+	github.com/pion/webrtc/v3 v3.3.0 // indirect
+	github.com/pkg/errors v0.9.1 // indirect
+	github.com/pmezard/go-difflib v1.0.0 // indirect
+	github.com/prometheus/client_golang v1.20.0 // indirect
+	github.com/prometheus/client_model v0.6.1 // indirect
+	github.com/prometheus/common v0.55.0 // indirect
+	github.com/prometheus/procfs v0.15.1 // indirect
+	github.com/quic-go/qpack v0.4.0 // indirect
+	github.com/quic-go/quic-go v0.46.0 // indirect
+	github.com/quic-go/webtransport-go v0.8.0 // indirect
+	github.com/raulk/go-watchdog v1.3.0 // indirect
+	github.com/spaolacci/murmur3 v1.1.0 // indirect
+	github.com/stretchr/testify v1.9.0 // indirect
+	github.com/wlynxg/anet v0.0.4 // indirect
+	go.uber.org/dig v1.18.0 // indirect
+	go.uber.org/fx v1.22.2 // indirect
+	go.uber.org/mock v0.4.0 // indirect
+	go.uber.org/multierr v1.11.0 // indirect
+	go.uber.org/zap v1.27.0 // indirect
+	golang.org/x/crypto v0.26.0 // indirect
+	golang.org/x/exp v0.0.0-20240808152545-0cdaa3abc0fa // indirect
+	golang.org/x/mod v0.20.0 // indirect
+	golang.org/x/net v0.28.0 // indirect
+	golang.org/x/sync v0.8.0 // indirect
+	golang.org/x/sys v0.24.0 // indirect
+	golang.org/x/text v0.17.0 // indirect
+	golang.org/x/tools v0.24.0 // indirect
+	google.golang.org/protobuf v1.34.2 // indirect
+	gopkg.in/yaml.v3 v3.0.1 // indirect
+	lukechampine.com/blake3 v1.3.0 // indirect
+)
--- a/hmmm-monitor/go.sum
+++ b/hmmm-monitor/go.sum
@@ -0,0 +1,538 @@
+cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
+cloud.google.com/go v0.31.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
+cloud.google.com/go v0.34.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw=
+cloud.google.com/go v0.37.0/go.mod h1:TS1dMSSfndXH133OKGwekG838Om/cQT0BUHV3HcBgoo=
+dmitri.shuralyov.com/app/changes v0.0.0-20180602232624-0a106ad413e3/go.mod h1:Yl+fi1br7+Rr3LqpNJf1/uxUdtRUV+Tnj0o93V2B9MU=
+dmitri.shuralyov.com/html/belt v0.0.0-20180602232347-f7d459c86be0/go.mod h1:JLBrvjyP0v+ecvNYvCpyZgu5/xkfAUhi6wJj28eUfSU=
+dmitri.shuralyov.com/service/change v0.0.0-20181023043359-a85b471d5412/go.mod h1:a1inKt/atXimZ4Mv927x+r7UpyzRUf4emIoiiSC2TN4=
+dmitri.shuralyov.com/state v0.0.0-20180228185332-28bcc343414c/go.mod h1:0PRwlb0D6DFvNNtx+9ybjezNCa8XF0xaYcETyp6rHWU=
+git.apache.org/thrift.git v0.0.0-20180902110319-2566ecd5d999/go.mod h1:fPE2ZNJGynbRyZ4dJvy6G277gSllfV2HJqblrnkyeyg=
+github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU=
+github.com/anmitsu/go-shlex v0.0.0-20161002113705-648efa622239/go.mod h1:2FmKhYUyUczH0OGQWaF5ceTx0UBShxjsH6f8oGKYe2c=
+github.com/benbjohnson/clock v1.1.0/go.mod h1:J11/hYXuz8f4ySSvYwY0FKfm+ezbsZBKZxNJlLklBHA=
+github.com/benbjohnson/clock v1.3.0/go.mod h1:J11/hYXuz8f4ySSvYwY0FKfm+ezbsZBKZxNJlLklBHA=
+github.com/benbjohnson/clock v1.3.5 h1:VvXlSJBzZpA/zum6Sj74hxwYI2DIxRWuNIoXAzHZz5o=
+github.com/benbjohnson/clock v1.3.5/go.mod h1:J11/hYXuz8f4ySSvYwY0FKfm+ezbsZBKZxNJlLklBHA=
+github.com/beorn7/perks v0.0.0-20180321164747-3a771d992973/go.mod h1:Dwedo/Wpr24TaqPxmxbtue+5NUziq4I4S80YR8gNf3Q=
+github.com/beorn7/perks v1.0.1 h1:VlbKKnNfV8bJzeqoa4cOKqO6bYr3WgKZxO8Z16+hsOM=
+github.com/beorn7/perks v1.0.1/go.mod h1:G2ZrVWU2WbWT9wwq4/hrbKbnv/1ERSJQ0ibhJ6rlkpw=
+github.com/bradfitz/go-smtpd v0.0.0-20170404230938-deb6d6237625/go.mod h1:HYsPBTaaSFSlLx/70C2HPIMNZpVV8+vt/A+FMnYP11g=
+github.com/buger/jsonparser v0.0.0-20181115193947-bf1c66bbce23/go.mod h1:bbYlZJ7hK1yFx9hf58LP0zeX7UjIGs20ufpu3evjr+s=
+github.com/cespare/xxhash/v2 v2.3.0 h1:UL815xU9SqsFlibzuggzjXhog7bL6oX9BbNZnL2UFvs=
+github.com/cespare/xxhash/v2 v2.3.0/go.mod h1:VGX0DQ3Q6kWi7AoAeZDth3/j3BFtOZR5XLFGgcrjCOs=
+github.com/cilium/ebpf v0.2.0/go.mod h1:To2CFviqOWL/M0gIMsvSMlqe7em/l1ALkX1PyjrX2Qs=
+github.com/client9/misspell v0.3.4/go.mod h1:qj6jICC3Q7zFZvVWo7KLAzC3yx5G7kyvSDkc90ppPyw=
+github.com/containerd/cgroups v0.0.0-20201119153540-4cbc285b3327/go.mod h1:ZJeTFisyysqgcCdecO57Dj79RfL0LNeGiFUqLYQRYLE=
+github.com/containerd/cgroups v1.1.0 h1:v8rEWFl6EoqHB+swVNjVoCJE8o3jX7e8nqBGPLaDFBM=
+github.com/containerd/cgroups v1.1.0/go.mod h1:6ppBcbh/NOOUU+dMKrykgaBnK9lCIBxHqJDGwsa1mIw=
+github.com/coreos/go-systemd v0.0.0-20181012123002-c6f51f82210d/go.mod h1:F5haX7vjVVG0kc13fIWeqUViNPyEJxv/OmvnBo0Yme4=
+github.com/coreos/go-systemd/v22 v22.1.0/go.mod h1:xO0FLkIi5MaZafQlIrOotqXZ90ih+1atmu1JpKERPPk=
+github.com/coreos/go-systemd/v22 v22.5.0 h1:RrqgGjYQKalulkV8NGVIfkXQf6YYmOyiJKk8iXXhfZs=
+github.com/coreos/go-systemd/v22 v22.5.0/go.mod h1:Y58oyj3AT4RCenI/lSvhwexgC+NSVTIJ3seZv2GcEnc=
+github.com/cpuguy83/go-md2man/v2 v2.0.0-20190314233015-f79a8a8ca69d/go.mod h1:maD7wRr/U5Z6m/iR4s+kqSMx2CaBsrgA7czyZG/E6dU=
+github.com/cpuguy83/go-md2man/v2 v2.0.0/go.mod h1:maD7wRr/U5Z6m/iR4s+kqSMx2CaBsrgA7czyZG/E6dU=
+github.com/davecgh/go-spew v1.1.0/go.mod h1:J7Y8YcW2NihsgmVo/mv3lAwl/skON4iLHjSsI+c5H38=
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--- a/hmmm-monitor/main.go
+++ b/hmmm-monitor/main.go
@@ -0,0 +1,195 @@
+package main
+
+import (
+	"context"
+	"encoding/json"
+	"fmt"
+	"log"
+	"os"
+	"os/signal"
+	"syscall"
+	"time"
+
+	"github.com/libp2p/go-libp2p"
+	pubsub "github.com/libp2p/go-libp2p-pubsub"
+	"github.com/libp2p/go-libp2p/core/host"
+)
+
+// MessageLog represents a logged HMMM/Bzzz message
+type MessageLog struct {
+	Timestamp time.Time              `json:"timestamp"`
+	Topic     string                 `json:"topic"`
+	From      string                 `json:"from"`
+	Type      string                 `json:"type,omitempty"`
+	Payload   map[string]interface{} `json:"payload"`
+}
+
+func main() {
+	ctx, cancel := context.WithCancel(context.Background())
+	defer cancel()
+
+	// Handle graceful shutdown
+	sigChan := make(chan os.Signal, 1)
+	signal.Notify(sigChan, syscall.SIGINT, syscall.SIGTERM)
+	go func() {
+		<-sigChan
+		log.Println("🛑 Shutting down HMMM monitor...")
+		cancel()
+	}()
+
+	log.Println("🔍 Starting HMMM Traffic Monitor...")
+
+	// Create libp2p host
+	h, err := libp2p.New(
+		libp2p.ListenAddrStrings("/ip4/0.0.0.0/tcp/0"),
+	)
+	if err != nil {
+		log.Fatal("Failed to create libp2p host:", err)
+	}
+	defer h.Close()
+
+	log.Printf("📡 Monitor node ID: %s", h.ID().String())
+	log.Printf("📍 Listening on: %v", h.Addrs())
+
+	// Create PubSub instance
+	ps, err := pubsub.NewGossipSub(ctx, h)
+	if err != nil {
+		log.Fatal("Failed to create PubSub:", err)
+	}
+
+	// Topics to monitor
+	topics := []string{
+		"chorus-bzzz",           // Main CHORUS coordination topic
+		"chorus-hmmm",           // HMMM meta-discussion topic
+		"chorus-context",        // Context feedback topic
+		"council-formation",     // Council formation broadcasts
+		"council-assignments",   // Role assignments
+	}
+
+	// Subscribe to all topics
+	for _, topicName := range topics {
+		go monitorTopic(ctx, ps, h, topicName)
+	}
+
+	log.Println("✅ HMMM Monitor ready - listening for traffic...")
+	log.Println("   Press Ctrl+C to stop")
+
+	// Keep running until context is cancelled
+	<-ctx.Done()
+	log.Println("✅ HMMM Monitor stopped")
+}
+
+func monitorTopic(ctx context.Context, ps *pubsub.PubSub, h host.Host, topicName string) {
+	// Join topic
+	topic, err := ps.Join(topicName)
+	if err != nil {
+		log.Printf("❌ Failed to join topic %s: %v", topicName, err)
+		return
+	}
+	defer topic.Close()
+
+	// Subscribe to topic
+	sub, err := topic.Subscribe()
+	if err != nil {
+		log.Printf("❌ Failed to subscribe to %s: %v", topicName, err)
+		return
+	}
+	defer sub.Cancel()
+
+	log.Printf("👂 Monitoring topic: %s", topicName)
+
+	// Process messages
+	for {
+		select {
+		case <-ctx.Done():
+			return
+		default:
+			msg, err := sub.Next(ctx)
+			if err != nil {
+				if ctx.Err() != nil {
+					return
+				}
+				log.Printf("⚠️  Error reading from %s: %v", topicName, err)
+				continue
+			}
+
+			// Skip messages from ourselves
+			if msg.ReceivedFrom == h.ID() {
+				continue
+			}
+
+			logMessage(topicName, msg)
+		}
+	}
+}
+
+func logMessage(topicName string, msg *pubsub.Message) {
+	// Try to parse as JSON
+	var payload map[string]interface{}
+	if err := json.Unmarshal(msg.Data, &payload); err != nil {
+		// Not JSON, log as raw data
+		log.Printf("🐝 [%s] from %s: %s", topicName, msg.ReceivedFrom.ShortString(), string(msg.Data))
+		return
+	}
+
+	// Extract message type if available
+	msgType, _ := payload["type"].(string)
+
+	logEntry := MessageLog{
+		Timestamp: time.Now(),
+		Topic:     topicName,
+		From:      msg.ReceivedFrom.ShortString(),
+		Type:      msgType,
+		Payload:   payload,
+	}
+
+	// Pretty print JSON log
+	jsonLog, _ := json.MarshalIndent(logEntry, "", "  ")
+
+	// Use emoji based on topic
+	emoji := getTopicEmoji(topicName, msgType)
+
+	fmt.Printf("\n%s [%s] from %s\n%s\n", emoji, topicName, msg.ReceivedFrom.ShortString(), jsonLog)
+}
+
+func getTopicEmoji(topic, msgType string) string {
+	// Topic-based emojis
+	switch topic {
+	case "chorus-bzzz":
+		switch msgType {
+		case "availability_broadcast":
+			return "📊"
+		case "capability_broadcast":
+			return "🎯"
+		case "task_claim":
+			return "✋"
+		case "task_progress":
+			return "⏳"
+		case "task_complete":
+			return "✅"
+		default:
+			return "🐝"
+		}
+	case "chorus-hmmm":
+		switch msgType {
+		case "meta_discussion":
+			return "💬"
+		case "task_help_request":
+			return "🆘"
+		case "task_help_response":
+			return "💡"
+		case "escalation_trigger":
+			return "🚨"
+		default:
+			return "🧠"
+		}
+	case "chorus-context":
+		return "📝"
+	case "council-formation":
+		return "🎭"
+	case "council-assignments":
+		return "👔"
+	default:
+		return "📡"
+	}
+}
--- a/internal/runtime/agent_support.go
+++ b/internal/runtime/agent_support.go
@@ -386,9 +386,30 @@ func (r *SharedRuntime) executeBrief(ctx context.Context, assignment *council.Ro
 	// Create execution engine
 	engine := execution.NewTaskExecutionEngine()

-	// Create AI provider factory
+	// Create AI provider factory with proper configuration
 	aiFactory := ai.NewProviderFactory()

+	// Register the configured provider
+	providerConfig := ai.ProviderConfig{
+		Type:         r.Config.AI.Provider,
+		Endpoint:     r.Config.AI.Ollama.Endpoint,
+		DefaultModel: "llama3.1:8b",
+		Timeout:      r.Config.AI.Ollama.Timeout,
+	}
+
+	if err := aiFactory.RegisterProvider(r.Config.AI.Provider, providerConfig); err != nil {
+		r.Logger.Warn("⚠️  Failed to register AI provider: %v", err)
+	}
+
+	// Set role mapping with default provider
+	// This ensures GetProviderForRole() can find a provider for any role
+	roleMapping := ai.RoleModelMapping{
+		DefaultProvider:  r.Config.AI.Provider,
+		FallbackProvider: r.Config.AI.Provider,
+		Roles:            make(map[string]ai.RoleConfig),
+	}
+	aiFactory.SetRoleMapping(roleMapping)
+
 	engineConfig := &execution.EngineConfig{
 		AIProviderFactory:  aiFactory,
 		MaxConcurrentTasks: 1,
--- a/pkg/ai/ollama.go
+++ b/pkg/ai/ollama.go
@@ -408,13 +408,16 @@ func (p *OllamaProvider) getSupportedModels() []string {

 // parseResponseForActions extracts actions and artifacts from the response
 func (p *OllamaProvider) parseResponseForActions(response string, request *TaskRequest) ([]TaskAction, []Artifact) {
-	var actions []TaskAction
-	var artifacts []Artifact
+	// Use the response parser to extract structured actions and artifacts
+	parser := NewResponseParser()
+	actions, artifacts := parser.ParseResponse(response)

-	// This is a simplified implementation - in reality, you'd parse the response
-	// to extract specific actions like file changes, commands to run, etc.
+	// If parser found concrete actions, return them
+	if len(actions) > 0 {
+		return actions, artifacts
+	}

-	// For now, just create a basic action indicating task analysis
+	// Otherwise, create a basic task analysis action as fallback
 	action := TaskAction{
 		Type:      "task_analysis",
 		Target:    request.TaskTitle,
--- a/pkg/ai/resetdata.go
+++ b/pkg/ai/resetdata.go
@@ -477,10 +477,16 @@ func (p *ResetDataProvider) handleHTTPError(statusCode int, body []byte) *Provid

 // parseResponseForActions extracts actions from the response text
 func (p *ResetDataProvider) parseResponseForActions(response string, request *TaskRequest) ([]TaskAction, []Artifact) {
-	var actions []TaskAction
-	var artifacts []Artifact
+	// Use the response parser to extract structured actions and artifacts
+	parser := NewResponseParser()
+	actions, artifacts := parser.ParseResponse(response)

-	// Create a basic task analysis action
+	// If parser found concrete actions, return them
+	if len(actions) > 0 {
+		return actions, artifacts
+	}
+
+	// Otherwise, create a basic task analysis action as fallback
 	action := TaskAction{
 		Type:      "task_analysis",
 		Target:    request.TaskTitle,
--- a/pkg/ai/response_parser.go
+++ b/pkg/ai/response_parser.go
@@ -0,0 +1,206 @@
+package ai
+
+import (
+	"regexp"
+	"strings"
+	"time"
+)
+
+// ResponseParser extracts actions and artifacts from LLM text responses
+type ResponseParser struct{}
+
+// NewResponseParser creates a new response parser instance
+func NewResponseParser() *ResponseParser {
+	return &ResponseParser{}
+}
+
+// ParseResponse extracts structured actions and artifacts from LLM response text
+func (rp *ResponseParser) ParseResponse(response string) ([]TaskAction, []Artifact) {
+	var actions []TaskAction
+	var artifacts []Artifact
+
+	// Extract code blocks with filenames
+	fileBlocks := rp.extractFileBlocks(response)
+	for _, block := range fileBlocks {
+		// Create file creation action
+		action := TaskAction{
+			Type:      "file_create",
+			Target:    block.Filename,
+			Content:   block.Content,
+			Result:    "File created from LLM response",
+			Success:   true,
+			Timestamp: time.Now(),
+			Metadata: map[string]interface{}{
+				"language": block.Language,
+			},
+		}
+		actions = append(actions, action)
+
+		// Create artifact
+		artifact := Artifact{
+			Name:      block.Filename,
+			Type:      "file",
+			Path:      block.Filename,
+			Content:   block.Content,
+			Size:      int64(len(block.Content)),
+			CreatedAt: time.Now(),
+		}
+		artifacts = append(artifacts, artifact)
+	}
+
+	// Extract shell commands
+	commands := rp.extractCommands(response)
+	for _, cmd := range commands {
+		action := TaskAction{
+			Type:      "command_run",
+			Target:    "shell",
+			Content:   cmd,
+			Result:    "Command extracted from LLM response",
+			Success:   true,
+			Timestamp: time.Now(),
+		}
+		actions = append(actions, action)
+	}
+
+	return actions, artifacts
+}
+
+// FileBlock represents a code block with filename
+type FileBlock struct {
+	Filename string
+	Language string
+	Content  string
+}
+
+// extractFileBlocks finds code blocks that represent files
+func (rp *ResponseParser) extractFileBlocks(response string) []FileBlock {
+	var blocks []FileBlock
+
+	// Pattern 1: Markdown code blocks with filename comments
+	// ```language
+	// // filename: path/to/file.ext
+	// content
+	// ```
+	pattern1 := regexp.MustCompile("(?s)```(\\w+)?\\s*\\n(?://|#)\\s*(?:filename|file|path):\\s*([^\\n]+)\\n(.*?)```")
+	matches1 := pattern1.FindAllStringSubmatch(response, -1)
+	for _, match := range matches1 {
+		if len(match) >= 4 {
+			blocks = append(blocks, FileBlock{
+				Filename: strings.TrimSpace(match[2]),
+				Language: match[1],
+				Content:  strings.TrimSpace(match[3]),
+			})
+		}
+	}
+
+	// Pattern 2: Filename in backticks followed by "content" and code block
+	// Matches: `filename.ext` ... content ... ```language ... ```
+	// This handles cases like:
+	// - "file named `hello.sh` ... should have the following content: ```bash ... ```"
+	// - "Create `script.py` with this content: ```python ... ```"
+	pattern2 := regexp.MustCompile("`([^`]+)`[^`]*?(?:content|code)[^`]*?```([a-z]+)?\\s*\\n([^`]+)```")
+	matches2 := pattern2.FindAllStringSubmatch(response, -1)
+	for _, match := range matches2 {
+		if len(match) >= 4 {
+			blocks = append(blocks, FileBlock{
+				Filename: strings.TrimSpace(match[1]),
+				Language: match[2],
+				Content:  strings.TrimSpace(match[3]),
+			})
+		}
+	}
+
+	// Pattern 3: File header notation
+	// --- filename: path/to/file.ext ---
+	// content
+	// --- end ---
+	pattern3 := regexp.MustCompile("(?s)---\\s*(?:filename|file):\\s*([^\\n]+)\\s*---\\s*\\n(.*?)\\n---\\s*(?:end)?\\s*---")
+	matches3 := pattern3.FindAllStringSubmatch(response, -1)
+	for _, match := range matches3 {
+		if len(match) >= 3 {
+			blocks = append(blocks, FileBlock{
+				Filename: strings.TrimSpace(match[1]),
+				Language: rp.detectLanguage(match[1]),
+				Content:  strings.TrimSpace(match[2]),
+			})
+		}
+	}
+
+	// Pattern 4: Shell script style file creation
+	// cat > filename.ext << 'EOF'
+	// content
+	// EOF
+	pattern4 := regexp.MustCompile("(?s)cat\\s*>\\s*([^\\s<]+)\\s*<<\\s*['\"]?EOF['\"]?\\s*\\n(.*?)\\nEOF")
+	matches4 := pattern4.FindAllStringSubmatch(response, -1)
+	for _, match := range matches4 {
+		if len(match) >= 3 {
+			blocks = append(blocks, FileBlock{
+				Filename: strings.TrimSpace(match[1]),
+				Language: rp.detectLanguage(match[1]),
+				Content:  strings.TrimSpace(match[2]),
+			})
+		}
+	}
+
+	return blocks
+}
+
+// extractCommands extracts shell commands from response
+func (rp *ResponseParser) extractCommands(response string) []string {
+	var commands []string
+
+	// Pattern: Markdown code blocks marked as bash/sh
+	pattern := regexp.MustCompile("(?s)```(?:bash|sh|shell)\\s*\\n(.*?)```")
+	matches := pattern.FindAllStringSubmatch(response, -1)
+	for _, match := range matches {
+		if len(match) >= 2 {
+			lines := strings.Split(strings.TrimSpace(match[1]), "\n")
+			for _, line := range lines {
+				line = strings.TrimSpace(line)
+				// Skip comments and empty lines
+				if line != "" && !strings.HasPrefix(line, "#") {
+					commands = append(commands, line)
+				}
+			}
+		}
+	}
+
+	return commands
+}
+
+// detectLanguage attempts to detect language from filename extension
+func (rp *ResponseParser) detectLanguage(filename string) string {
+	ext := ""
+	if idx := strings.LastIndex(filename, "."); idx != -1 {
+		ext = strings.ToLower(filename[idx+1:])
+	}
+
+	languageMap := map[string]string{
+		"go":    "go",
+		"py":    "python",
+		"js":    "javascript",
+		"ts":    "typescript",
+		"java":  "java",
+		"cpp":   "cpp",
+		"c":     "c",
+		"rs":    "rust",
+		"sh":    "bash",
+		"bash":  "bash",
+		"yaml":  "yaml",
+		"yml":   "yaml",
+		"json":  "json",
+		"xml":   "xml",
+		"html":  "html",
+		"css":   "css",
+		"md":    "markdown",
+		"txt":   "text",
+		"sql":   "sql",
+		"rb":    "ruby",
+		"php":   "php",
+	}
+
+	if lang, ok := languageMap[ext]; ok {
+		return lang
+	}
+	return "text"
+}
--- a/pkg/execution/engine.go
+++ b/pkg/execution/engine.go
@@ -4,10 +4,12 @@ import (
 	"context"
 	"fmt"
 	"log"
+	"strconv"
 	"strings"
 	"time"

 	"chorus/pkg/ai"
+	"chorus/pkg/prompt"
 )

 // TaskExecutionEngine provides AI-powered task execution with isolated sandboxes
@@ -20,12 +22,12 @@ type TaskExecutionEngine interface {

 // TaskExecutionRequest represents a task to be executed
 type TaskExecutionRequest struct {
-	ID          string                 `json:"id"`
-	Type        string                 `json:"type"`
-	Description string                 `json:"description"`
-	Context     map[string]interface{} `json:"context,omitempty"`
-	Requirements *TaskRequirements     `json:"requirements,omitempty"`
-	Timeout     time.Duration          `json:"timeout,omitempty"`
+	ID           string                 `json:"id"`
+	Type         string                 `json:"type"`
+	Description  string                 `json:"description"`
+	Context      map[string]interface{} `json:"context,omitempty"`
+	Requirements *TaskRequirements      `json:"requirements,omitempty"`
+	Timeout      time.Duration          `json:"timeout,omitempty"`
 }

 // TaskRequirements specifies execution environment needs
@@ -51,54 +53,54 @@ type TaskExecutionResult struct {

 // TaskArtifact represents a file or data produced during execution
 type TaskArtifact struct {
-	Name        string            `json:"name"`
-	Type        string            `json:"type"`
-	Path        string            `json:"path,omitempty"`
-	Content     []byte            `json:"content,omitempty"`
-	Size        int64             `json:"size"`
-	CreatedAt   time.Time         `json:"created_at"`
-	Metadata    map[string]string `json:"metadata,omitempty"`
+	Name      string            `json:"name"`
+	Type      string            `json:"type"`
+	Path      string            `json:"path,omitempty"`
+	Content   []byte            `json:"content,omitempty"`
+	Size      int64             `json:"size"`
+	CreatedAt time.Time         `json:"created_at"`
+	Metadata  map[string]string `json:"metadata,omitempty"`
 }

 // ExecutionMetrics tracks resource usage and performance
 type ExecutionMetrics struct {
-	StartTime        time.Time     `json:"start_time"`
-	EndTime          time.Time     `json:"end_time"`
-	Duration         time.Duration `json:"duration"`
-	AIProviderTime   time.Duration `json:"ai_provider_time"`
-	SandboxTime      time.Duration `json:"sandbox_time"`
+	StartTime        time.Time      `json:"start_time"`
+	EndTime          time.Time      `json:"end_time"`
+	Duration         time.Duration  `json:"duration"`
+	AIProviderTime   time.Duration  `json:"ai_provider_time"`
+	SandboxTime      time.Duration  `json:"sandbox_time"`
 	ResourceUsage    *ResourceUsage `json:"resource_usage,omitempty"`
-	CommandsExecuted int           `json:"commands_executed"`
-	FilesGenerated   int           `json:"files_generated"`
+	CommandsExecuted int            `json:"commands_executed"`
+	FilesGenerated   int            `json:"files_generated"`
 }

 // EngineConfig configures the task execution engine
 type EngineConfig struct {
-	AIProviderFactory   *ai.ProviderFactory `json:"-"`
-	SandboxDefaults     *SandboxConfig      `json:"sandbox_defaults"`
-	DefaultTimeout      time.Duration       `json:"default_timeout"`
-	MaxConcurrentTasks  int                 `json:"max_concurrent_tasks"`
-	EnableMetrics       bool                `json:"enable_metrics"`
-	LogLevel            string              `json:"log_level"`
+	AIProviderFactory  *ai.ProviderFactory `json:"-"`
+	SandboxDefaults    *SandboxConfig      `json:"sandbox_defaults"`
+	DefaultTimeout     time.Duration       `json:"default_timeout"`
+	MaxConcurrentTasks int                 `json:"max_concurrent_tasks"`
+	EnableMetrics      bool                `json:"enable_metrics"`
+	LogLevel           string              `json:"log_level"`
 }

 // EngineMetrics tracks overall engine performance
 type EngineMetrics struct {
-	TasksExecuted     int64         `json:"tasks_executed"`
-	TasksSuccessful   int64         `json:"tasks_successful"`
-	TasksFailed       int64         `json:"tasks_failed"`
-	AverageTime       time.Duration `json:"average_time"`
+	TasksExecuted      int64         `json:"tasks_executed"`
+	TasksSuccessful    int64         `json:"tasks_successful"`
+	TasksFailed        int64         `json:"tasks_failed"`
+	AverageTime        time.Duration `json:"average_time"`
 	TotalExecutionTime time.Duration `json:"total_execution_time"`
-	ActiveTasks       int           `json:"active_tasks"`
+	ActiveTasks        int           `json:"active_tasks"`
 }

 // DefaultTaskExecutionEngine implements the TaskExecutionEngine interface
 type DefaultTaskExecutionEngine struct {
-	config           *EngineConfig
-	aiFactory        *ai.ProviderFactory
-	metrics          *EngineMetrics
-	activeTasks      map[string]context.CancelFunc
-	logger           *log.Logger
+	config      *EngineConfig
+	aiFactory   *ai.ProviderFactory
+	metrics     *EngineMetrics
+	activeTasks map[string]context.CancelFunc
+	logger      *log.Logger
 }

 // NewTaskExecutionEngine creates a new task execution engine
@@ -192,26 +194,49 @@ func (e *DefaultTaskExecutionEngine) ExecuteTask(ctx context.Context, request *T

 // executeTaskInternal performs the actual task execution
 func (e *DefaultTaskExecutionEngine) executeTaskInternal(ctx context.Context, request *TaskExecutionRequest, result *TaskExecutionResult) error {
-	// Step 1: Determine AI model and get provider
+	if request == nil {
+		return fmt.Errorf("task execution request cannot be nil")
+	}
+
 	aiStartTime := time.Now()

 	role := e.determineRoleFromTask(request)
+
 	provider, providerConfig, err := e.aiFactory.GetProviderForRole(role)
 	if err != nil {
 		return fmt.Errorf("failed to get AI provider for role %s: %w", role, err)
 	}

-	// Step 2: Create AI request
+	roleConfig, _ := e.aiFactory.GetRoleConfig(role)
+
 	aiRequest := &ai.TaskRequest{
-		TaskID:          request.ID,
-		TaskTitle:       request.Type,
-		TaskDescription: request.Description,
-		Context:         request.Context,
-		ModelName:       providerConfig.DefaultModel,
-		AgentRole:       role,
+		TaskID:           request.ID,
+		TaskTitle:        extractTaskTitle(request),
+		TaskDescription:  request.Description,
+		Context:          request.Context,
+		AgentRole:        role,
+		AgentID:          extractAgentID(request.Context),
+		Repository:       extractRepository(request.Context),
+		TaskLabels:       extractTaskLabels(request.Context),
+		Priority:         extractContextInt(request.Context, "priority"),
+		Complexity:       extractContextInt(request.Context, "complexity"),
+		ModelName:        providerConfig.DefaultModel,
+		Temperature:      providerConfig.Temperature,
+		MaxTokens:        providerConfig.MaxTokens,
+		WorkingDirectory: extractWorkingDirectory(request.Context),
+		EnableTools:      providerConfig.EnableTools || roleConfig.EnableTools,
+		MCPServers:       combineStringSlices(providerConfig.MCPServers, roleConfig.MCPServers),
+		AllowedTools:     combineStringSlices(roleConfig.AllowedTools, nil),
+	}
+
+	if aiRequest.AgentID == "" {
+		aiRequest.AgentID = request.ID
+	}
+
+	if systemPrompt := e.resolveSystemPrompt(role, roleConfig, request.Context); systemPrompt != "" {
+		aiRequest.SystemPrompt = systemPrompt
 	}

-	// Step 3: Get AI response
 	aiResponse, err := provider.ExecuteTask(ctx, aiRequest)
 	if err != nil {
 		return fmt.Errorf("AI provider execution failed: %w", err)
@@ -219,14 +244,20 @@ func (e *DefaultTaskExecutionEngine) executeTaskInternal(ctx context.Context, re

 	result.Metrics.AIProviderTime = time.Since(aiStartTime)

-	// Step 4: Parse AI response for executable commands
 	commands, artifacts, err := e.parseAIResponse(aiResponse)
 	if err != nil {
 		return fmt.Errorf("failed to parse AI response: %w", err)
 	}

-	// Step 5: Execute commands in sandbox if needed
-	if len(commands) > 0 {
+	// Only execute sandbox if sandbox type is not explicitly disabled (empty string or "none")
+	sandboxType := ""
+	if request.Requirements != nil {
+		sandboxType = request.Requirements.SandboxType
+	}
+
+	shouldExecuteSandbox := len(commands) > 0 && sandboxType != "" && sandboxType != "none"
+
+	if shouldExecuteSandbox {
 		sandboxStartTime := time.Now()

 		sandboxResult, err := e.executeSandboxCommands(ctx, request, commands)
@@ -238,16 +269,13 @@ func (e *DefaultTaskExecutionEngine) executeTaskInternal(ctx context.Context, re
 		result.Metrics.CommandsExecuted = len(commands)
 		result.Metrics.ResourceUsage = sandboxResult.ResourceUsage

-		// Merge sandbox artifacts
 		artifacts = append(artifacts, sandboxResult.Artifacts...)
 	}

-	// Step 6: Process results and artifacts
 	result.Output = e.formatOutput(aiResponse, artifacts)
 	result.Artifacts = artifacts
 	result.Metrics.FilesGenerated = len(artifacts)

-	// Add metadata
 	result.Metadata = map[string]interface{}{
 		"ai_provider": providerConfig.Type,
 		"ai_model":    providerConfig.DefaultModel,
@@ -260,26 +288,365 @@ func (e *DefaultTaskExecutionEngine) executeTaskInternal(ctx context.Context, re

 // determineRoleFromTask analyzes the task to determine appropriate AI role
 func (e *DefaultTaskExecutionEngine) determineRoleFromTask(request *TaskExecutionRequest) string {
-	taskType := strings.ToLower(request.Type)
-	description := strings.ToLower(request.Description)
-
-	// Determine role based on task type and description keywords
-	if strings.Contains(taskType, "code") || strings.Contains(description, "program") ||
-	   strings.Contains(description, "script") || strings.Contains(description, "function") {
+	if request == nil {
 		return "developer"
 	}

-	if strings.Contains(taskType, "analysis") || strings.Contains(description, "analyze") ||
-	   strings.Contains(description, "review") {
-		return "analyst"
+	if role := extractRoleFromContext(request.Context); role != "" {
+		return role
 	}

-	if strings.Contains(taskType, "test") || strings.Contains(description, "test") {
-		return "tester"
+	typeLower := strings.ToLower(request.Type)
+	descriptionLower := strings.ToLower(request.Description)
+
+	switch {
+	case strings.Contains(typeLower, "security") || strings.Contains(descriptionLower, "security"):
+		return normalizeRole("security")
+	case strings.Contains(typeLower, "test") || strings.Contains(descriptionLower, "test"):
+		return normalizeRole("tester")
+	case strings.Contains(typeLower, "review") || strings.Contains(descriptionLower, "review"):
+		return normalizeRole("reviewer")
+	case strings.Contains(typeLower, "design") || strings.Contains(typeLower, "architecture") || strings.Contains(descriptionLower, "architecture") || strings.Contains(descriptionLower, "design"):
+		return normalizeRole("architect")
+	case strings.Contains(typeLower, "analysis") || strings.Contains(descriptionLower, "analysis") || strings.Contains(descriptionLower, "analyz"):
+		return normalizeRole("systems analyst")
+	case strings.Contains(typeLower, "doc") || strings.Contains(descriptionLower, "documentation") || strings.Contains(descriptionLower, "docs"):
+		return normalizeRole("technical writer")
+	default:
+		return normalizeRole("developer")
+	}
+}
+
+func (e *DefaultTaskExecutionEngine) resolveSystemPrompt(role string, roleConfig ai.RoleConfig, ctx map[string]interface{}) string {
+	if promptText := extractSystemPromptFromContext(ctx); promptText != "" {
+		return promptText
+	}
+	if strings.TrimSpace(roleConfig.SystemPrompt) != "" {
+		return strings.TrimSpace(roleConfig.SystemPrompt)
+	}
+	if role != "" {
+		if composed, err := prompt.ComposeSystemPrompt(role); err == nil && strings.TrimSpace(composed) != "" {
+			return composed
+		}
+	}
+	if defaultInstr := prompt.GetDefaultInstructions(); strings.TrimSpace(defaultInstr) != "" {
+		return strings.TrimSpace(defaultInstr)
+	}
+	return ""
+}
+
+func extractRoleFromContext(ctx map[string]interface{}) string {
+	if ctx == nil {
+		return ""
 	}

-	// Default to general purpose
-	return "general"
+	if rolesVal, ok := ctx["required_roles"]; ok {
+		if roles := convertToStringSlice(rolesVal); len(roles) > 0 {
+			for _, role := range roles {
+				if normalized := normalizeRole(role); normalized != "" {
+					return normalized
+				}
+			}
+		}
+	}
+
+	candidates := []string{
+		extractStringFromContext(ctx, "required_role"),
+		extractStringFromContext(ctx, "role"),
+		extractStringFromContext(ctx, "agent_role"),
+		extractStringFromNestedMap(ctx, "agent_info", "role"),
+		extractStringFromNestedMap(ctx, "task_metadata", "required_role"),
+		extractStringFromNestedMap(ctx, "task_metadata", "role"),
+		extractStringFromNestedMap(ctx, "council", "role"),
+	}
+
+	for _, candidate := range candidates {
+		if normalized := normalizeRole(candidate); normalized != "" {
+			return normalized
+		}
+	}
+
+	return ""
+}
+
+func extractSystemPromptFromContext(ctx map[string]interface{}) string {
+	if promptText := extractStringFromContext(ctx, "system_prompt"); promptText != "" {
+		return promptText
+	}
+	if promptText := extractStringFromNestedMap(ctx, "task_metadata", "system_prompt"); promptText != "" {
+		return promptText
+	}
+	if promptText := extractStringFromNestedMap(ctx, "council", "system_prompt"); promptText != "" {
+		return promptText
+	}
+	return ""
+}
+
+func extractTaskTitle(request *TaskExecutionRequest) string {
+	if request == nil {
+		return ""
+	}
+	if title := extractStringFromContext(request.Context, "task_title"); title != "" {
+		return title
+	}
+	if title := extractStringFromNestedMap(request.Context, "task_metadata", "title"); title != "" {
+		return title
+	}
+	if request.Type != "" {
+		return request.Type
+	}
+	return request.ID
+}
+
+func extractRepository(ctx map[string]interface{}) string {
+	if repo := extractStringFromContext(ctx, "repository"); repo != "" {
+		return repo
+	}
+	if repo := extractStringFromNestedMap(ctx, "task_metadata", "repository"); repo != "" {
+		return repo
+	}
+	return ""
+}
+
+func extractAgentID(ctx map[string]interface{}) string {
+	if id := extractStringFromContext(ctx, "agent_id"); id != "" {
+		return id
+	}
+	if id := extractStringFromNestedMap(ctx, "agent_info", "id"); id != "" {
+		return id
+	}
+	return ""
+}
+
+func extractWorkingDirectory(ctx map[string]interface{}) string {
+	if dir := extractStringFromContext(ctx, "working_directory"); dir != "" {
+		return dir
+	}
+	if dir := extractStringFromNestedMap(ctx, "task_metadata", "working_directory"); dir != "" {
+		return dir
+	}
+	return ""
+}
+
+func extractTaskLabels(ctx map[string]interface{}) []string {
+	if ctx == nil {
+		return nil
+	}
+
+	labels := convertToStringSlice(ctx["labels"])
+	if meta, ok := ctx["task_metadata"].(map[string]interface{}); ok {
+		labels = append(labels, convertToStringSlice(meta["labels"])...)
+	}
+
+	return uniqueStrings(labels)
+}
+
+func convertToStringSlice(value interface{}) []string {
+	switch v := value.(type) {
+	case []string:
+		result := make([]string, 0, len(v))
+		for _, item := range v {
+			item = strings.TrimSpace(item)
+			if item != "" {
+				result = append(result, item)
+			}
+		}
+		return result
+	case []interface{}:
+		result := make([]string, 0, len(v))
+		for _, item := range v {
+			if str, ok := item.(string); ok {
+				str = strings.TrimSpace(str)
+				if str != "" {
+					result = append(result, str)
+				}
+			}
+		}
+		return result
+	case string:
+		trimmed := strings.TrimSpace(v)
+		if trimmed == "" {
+			return nil
+		}
+		parts := strings.Split(trimmed, ",")
+		if len(parts) == 1 {
+			return []string{trimmed}
+		}
+		result := make([]string, 0, len(parts))
+		for _, part := range parts {
+			p := strings.TrimSpace(part)
+			if p != "" {
+				result = append(result, p)
+			}
+		}
+		return result
+	default:
+		return nil
+	}
+}
+
+func uniqueStrings(values []string) []string {
+	if len(values) == 0 {
+		return nil
+	}
+
+	seen := make(map[string]struct{})
+	result := make([]string, 0, len(values))
+	for _, value := range values {
+		trimmed := strings.TrimSpace(value)
+		if trimmed == "" {
+			continue
+		}
+		if _, exists := seen[trimmed]; exists {
+			continue
+		}
+		seen[trimmed] = struct{}{}
+		result = append(result, trimmed)
+	}
+	if len(result) == 0 {
+		return nil
+	}
+	return result
+}
+
+func extractContextInt(ctx map[string]interface{}, key string) int {
+	if ctx == nil {
+		return 0
+	}
+
+	if value, ok := ctx[key]; ok {
+		if intVal, ok := toInt(value); ok {
+			return intVal
+		}
+	}
+
+	if meta, ok := ctx["task_metadata"].(map[string]interface{}); ok {
+		if value, ok := meta[key]; ok {
+			if intVal, ok := toInt(value); ok {
+				return intVal
+			}
+		}
+	}
+
+	return 0
+}
+
+func toInt(value interface{}) (int, bool) {
+	switch v := value.(type) {
+	case int:
+		return v, true
+	case int32:
+		return int(v), true
+	case int64:
+		return int(v), true
+	case float64:
+		return int(v), true
+	case float32:
+		return int(v), true
+	case string:
+		trimmed := strings.TrimSpace(v)
+		if trimmed == "" {
+			return 0, false
+		}
+		parsed, err := strconv.Atoi(trimmed)
+		if err != nil {
+			return 0, false
+		}
+		return parsed, true
+	default:
+		return 0, false
+	}
+}
+
+func extractStringFromContext(ctx map[string]interface{}, key string) string {
+	if ctx == nil {
+		return ""
+	}
+
+	if value, ok := ctx[key]; ok {
+		switch v := value.(type) {
+		case string:
+			return strings.TrimSpace(v)
+		case fmt.Stringer:
+			return strings.TrimSpace(v.String())
+		}
+	}
+
+	return ""
+}
+
+func extractStringFromNestedMap(ctx map[string]interface{}, parentKey, key string) string {
+	if ctx == nil {
+		return ""
+	}
+
+	nested, ok := ctx[parentKey].(map[string]interface{})
+	if !ok {
+		return ""
+	}
+
+	return getStringFromMap(nested, key)
+}
+
+func getStringFromMap(m map[string]interface{}, key string) string {
+	if m == nil {
+		return ""
+	}
+
+	if value, ok := m[key]; ok {
+		switch v := value.(type) {
+		case string:
+			return strings.TrimSpace(v)
+		case fmt.Stringer:
+			return strings.TrimSpace(v.String())
+		}
+	}
+
+	return ""
+}
+
+func combineStringSlices(base []string, extra []string) []string {
+	if len(base) == 0 && len(extra) == 0 {
+		return nil
+	}
+
+	seen := make(map[string]struct{})
+	combined := make([]string, 0, len(base)+len(extra))
+
+	appendValues := func(values []string) {
+		for _, value := range values {
+			trimmed := strings.TrimSpace(value)
+			if trimmed == "" {
+				continue
+			}
+			if _, exists := seen[trimmed]; exists {
+				continue
+			}
+			seen[trimmed] = struct{}{}
+			combined = append(combined, trimmed)
+		}
+	}
+
+	appendValues(base)
+	appendValues(extra)
+
+	if len(combined) == 0 {
+		return nil
+	}
+
+	return combined
+}
+
+func normalizeRole(role string) string {
+	role = strings.TrimSpace(role)
+	if role == "" {
+		return ""
+	}
+	role = strings.ToLower(role)
+	role = strings.ReplaceAll(role, "_", "-")
+	role = strings.ReplaceAll(role, " ", "-")
+	role = strings.ReplaceAll(role, "--", "-")
+	return role
 }

 // parseAIResponse extracts executable commands and artifacts from AI response
@@ -501,4 +868,4 @@ func (e *DefaultTaskExecutionEngine) Shutdown() error {

 	e.logger.Printf("TaskExecutionEngine shutdown complete")
 	return nil
-}
+}
--- a/prompts/defaults.md
+++ b/prompts/defaults.md
@@ -1,103 +1,523 @@
-Default Instructions (D)
+Rule 0: Ground rule (precedence)
+ Precedence: Internal Project Context (UCXL/DRs) → Native training → Web.
+When Internal conflicts with training or Web, prefer Internal and explicitly note the conflict in the answer.
+Privacy: Do not echo UCXL content that is marked restricted by SHHH.

-Operating Policy
- Be precise, verifiable, and do not fabricate. Surface uncertainties.
- Prefer minimal, auditable changes; record decisions in UCXL.
- Preserve API compatibility, data safety, and security constraints. Escalate when blocked.
- Include UCXL citations for any external facts or prior decisions.
+---
+Rule T: Traceability and BACKBEAT cadence (Suite 2.0.0)

-When To Use Subsystems
- HMMM (collaborative reasoning): Cross-agent clarification, planning critique, consensus seeking, or targeted questions to unblock progress. Publish on `hmmm/meta-discussion/v1`.
- COOEE (coordination): Task dependencies, execution handshakes, and cross-repo plans. Publish on `CHORUS/coordination/v1`.
- UCXL (context): Read decisions/specs/plans by UCXL address. Write new decisions and evidence using the decision bundle envelope. Never invent UCXL paths.
- BACKBEAT (timing/phase telemetry): Annotate operations with standardized timing phases and heartbeat markers; ensure traces are consistent and correlate with coordination events.
+Agents must operate under the unified requirement ID scheme and tempo semantics:
+- IDs: Use canonical `PROJ-CAT-###` (e.g., CHORUS-INT-004). Cite IDs in code blocks, proposals, and when emitting commit/PR subjects.
+- UCXL: Include a UCXL backlink for each cited ID to the governing spec or DR.
+- Reference immutable UCXL revisions (content-addressed or versioned). Do not cite floating “latest” refs in Completion Proposals.
+- Cadence: Treat BACKBEAT as authoritative. Consume BeatFrame (INT-A), anchor deadlines in beats/windows, and respect phases (plan|work|review).
+- Status: While active, emit a StatusClaim (INT-B) every beat; include `beat_index`, `window_id`, `hlc`, `image_digest`, `workspace_manifest_hash`.
+- Evidence: Attach logs/metrics keyed by `goal.ids`, `window_id`, `beat_index`, `hlc` in proposals and reviews.

-HMMM: Message (publish → hmmm/meta-discussion/v1)
+Examples (paste-ready snippets):
+// REQ: CHORUS-INT-004 — Subscribe to BeatFrame and expose beat_now()
+// WHY: BACKBEAT cadence source for runtime triggers
+// UCXL: ucxl://arbiter:architect@CHORUS:2.0.0/#/planning/2.0.0-020-cross-project-contracts.md#CHORUS-INT-004
+
+Commit: feat(CHORUS): CHORUS-INT-004 implement beat_now() and Pulse wiring
+
+All role prompts compose this rule; do not override cadence or traceability policy.
+
+---
+Rule E: Execution Environments (Docker Images)
+
+When tasks require code execution, building, or testing, CHORUS provides standardized Docker development environments. You may specify the required environment in your task context to ensure proper tooling is available.
+
+Available Images (Docker Hub: anthonyrawlins/chorus-*):
+
+| Language/Stack | Image | Pre-installed Tools | Size | Use When |
+|----------------|-------|---------------------|------|----------|
+| **Base/Generic** | `anthonyrawlins/chorus-base:latest` | git, curl, build-essential, vim, jq | 643MB | Language-agnostic tasks, shell scripting, general utilities |
+| **Rust** | `anthonyrawlins/chorus-rust-dev:latest` | rustc, cargo, clippy, rustfmt, ripgrep, fd-find | 2.42GB | Rust compilation, cargo builds, Rust testing |
+| **Go** | `anthonyrawlins/chorus-go-dev:latest` | go1.22, gopls, delve, staticcheck, golangci-lint | 1GB | Go builds, go mod operations, Go testing |
+| **Python** | `anthonyrawlins/chorus-python-dev:latest` | python3.11, uv, ruff, black, pytest, mypy | 1.07GB | Python execution, pip/uv installs, pytest |
+| **Node.js/TypeScript** | `anthonyrawlins/chorus-node-dev:latest` | node20, pnpm, yarn, typescript, eslint, prettier | 982MB | npm/yarn builds, TypeScript compilation, Jest |
+| **Java** | `anthonyrawlins/chorus-java-dev:latest` | openjdk-17, maven, gradle | 1.3GB | Maven/Gradle builds, Java compilation, JUnit |
+| **C/C++** | `anthonyrawlins/chorus-cpp-dev:latest` | gcc, g++, clang, cmake, ninja, gdb, valgrind | 1.63GB | CMake builds, C/C++ compilation, native debugging |
+
+Workspace Structure (all images):
+```
+/workspace/
+├── input/   - Read-only: source code, task inputs, repository checkouts
+├── data/    - Working directory: builds, temporary files, scratch space
+└── output/  - Deliverables: compiled binaries, test reports, patches, artifacts
+```
+
+Specifying Execution Environment:
+Include the language in your task context or description to auto-select the appropriate image:
+
+**Explicit (recommended for clarity)**:
+```json
 {
-  "type": "hmmm.message",
-  "session_id": "<string>",
-  "from": {"agent_id": "<string>", "role": "<string>"},
-  "message": "<plain text>",
-  "intent": "proposal|question|answer|update|escalation",
-  "citations": [{"ucxl.address": "<ucxl://...>", "reason": "<string>"}],
-  "timestamp": "<RFC3339>"
+  "task_id": "PROJ-001",
+  "description": "Fix compilation error",
+  "context": {
+    "language": "rust",
+    "repository_url": "https://github.com/user/my-app"
+  }
 }
+```

-COOEE: Coordination Request (publish → CHORUS/coordination/v1)
+**Implicit (auto-detected from description keywords)**:
+- Keywords trigger selection: "cargo build" → rust-dev, "npm install" → node-dev, "pytest" → python-dev
+- Repository patterns: URLs with `-rs`, `-go`, `-py` suffixes hint at language
+- Fallback: If language unclear, base image is used
+
+Auto-detection priority:
+1. Explicit `context.language` field (highest)
+2. AI model name hints (e.g., "rust-coder" model)
+3. Repository URL patterns
+4. Description keyword analysis (lowest)
+
+When proposing task execution plans, you may recommend the appropriate environment:
+```markdown
+## Execution Plan
+**Environment**: `anthonyrawlins/chorus-rust-dev@sha256:<digest>` (tags allowed only in human-facing copy; the agent must pull by digest).
+                Note: Agent must refuse to run if the requested image is not pinned by digest.
+**Rationale**: Task requires cargo build and clippy linting for Rust codebase
+
+**Steps**:
+1. Mount repository to `/workspace/input` (read-only)
+2. Run `cargo build --release` in `/workspace/data`
+3. Execute `cargo clippy` for lint checks
+4. Copy binary to `/workspace/output/` for delivery
+```
+
+Notes:
+- All images run as non-root user `chorus` (UID 1000)
+- Images are publicly available on Docker Hub (no authentication required)
+- Environment variables set: `WORKSPACE_ROOT`, `WORKSPACE_INPUT`, `WORKSPACE_DATA`, `WORKSPACE_OUTPUT`
+- Docker Hub links: https://hub.docker.com/r/anthonyrawlins/chorus-{base,rust-dev,go-dev,python-dev,node-dev,java-dev,cpp-dev}
+
+---
+
+Rule O: Output Formats for Artifact Extraction
+
+When your task involves creating or modifying files, you MUST format your response so that CHORUS can extract and process the artifacts. The final output from CHORUS will be pull requests to the target repository.
+
+**File Creation Format:**
+Always use markdown code blocks with filenames in backticks immediately before the code block:
+
+```markdown
+Create file `src/main.rs`:
+```rust
+fn main() {
+    println!("Hello, world!");
+}
+```
+```
+
+**Alternative patterns (all supported):**
+```markdown
+The file `config.yaml` should have the following content:
+```yaml
+version: "1.0"
+services: []
+```
+
+File named `script.sh` with this code:
+```bash
+#!/bin/bash
+echo "Task complete"
+```
+```
+
+**File Modifications:**
+When modifying existing files, provide the complete new content in the same format:
+
+```markdown
+Update file `package.json`:
+```json
 {
-  "type": "cooee.request",
-  "dependency": {
-    "task1": {"repo": "<owner/name>", "id": "<id>", "agent_id": "<string>"},
-    "task2": {"repo": "<owner/name>", "id": "<id>", "agent_id": "<string>"},
-    "relationship": "blocks|duplicates|relates-to|requires",
-    "reason": "<string>"
-  },
-  "objective": "<what success looks like>",
-  "constraints": ["<time>", "<compliance>", "<perf>", "..."],
-  "deadline": "<RFC3339|optional>",
-  "citations": [{"ucxl.address": "<ucxl://...>"}],
-  "timestamp": "<RFC3339>"
+  "name": "my-app",
+  "version": "2.0.0",
+  "scripts": {
+    "test": "jest",
+    "build": "webpack"
+  }
 }
+```
+```

-COOEE: Coordination Plan (publish → CHORUS/coordination/v1)
-{
-  "type": "cooee.plan",
-  "session_id": "<string>",
-  "participants": {"<agent_id>": {"role": "<string>"}},
-  "steps": [{"id":"S1","owner":"<agent_id>","desc":"<action>","deps":["S0"],"done":false}],
-  "risks": [{"id":"R1","desc":"<risk>","mitigation":"<mitigate>"}],
-  "success_criteria": ["<criteria-1>", "<criteria-2>"],
-  "citations": [{"ucxl.address": "<ucxl://...>"}],
-  "timestamp": "<RFC3339>"
+**Multi-File Artifacts:**
+For tasks requiring multiple files, provide each file separately:
+
+```markdown
+Create file `src/lib.rs`:
+```rust
+pub fn add(a: i32, b: i32) -> i32 {
+    a + b
 }
+```

-UCXL: Decision Bundle (persist → UCXL)
-{
-  "ucxl.address": "ucxl://<agent-id>:<role>@<project>:<task>/#/<path>",
-  "version": "<RFC3339>",
-  "content_type": "application/vnd.chorus.decision+json",
-  "hash": "sha256:<hex>",
-  "metadata": {
-    "classification": "internal|public|restricted",
-    "roles": ["<role-1>", "<role-2>"],
-    "tags": ["decision","coordination","review"]
-  },
-  "task": "<what is being decided>",
-  "options": [
-    {"name":"<A>","plan":"<steps>","risks":"<risks>"},
-    {"name":"<B>","plan":"<steps>","risks":"<risks>"}
-  ],
-  "choice": "<A|B|...>",
-  "rationale": "<why>",
-  "citations": [{"ucxl.address":"<ucxl://...>"}]
+Create file `tests/test_lib.rs`:
+```rust
+use mylib::add;
+
+#[test]
+fn test_add() {
+    assert_eq!(add(2, 2), 4);
 }
+```
+```

-BACKBEAT: Usage & Standards
- Purpose: Provide beat-aware timing, phase tracking, and correlation for distributed operations.
- Phases: Define and emit consistent phases (e.g., "prepare", "plan", "exec", "verify", "publish").
- Events: At minimum emit `start`, `heartbeat`, and `complete` for each operation with the same correlation ID.
- Correlation: Include `team_id`, `session_id`, `operation_id`, and link to COOEE/HMMM message IDs when present.
- Latency budget: Attach `budget_ms` when available; warn if over budget.
- Error handling: On failure, emit `complete` with `status":"error"`, a concise `reason`, and UCXL decision/citation if escalated.
- Minimal JSON envelope for a beat:
-{
-  "type": "backbeat.event",
-  "operation_id": "<uuid>",
-  "phase": "prepare|plan|exec|verify|publish",
-  "event": "start|heartbeat|complete",
-  "status": "ok|error",
-  "team_id": "<string>",
-  "session_id": "<string>",
-  "cooee_id": "<message-id|optional>",
-  "hmmm_id": "<message-id|optional>",
-  "budget_ms": <int|optional>,
-  "elapsed_ms": <int|optional>,
-  "details": {"key": "value"},
-  "timestamp": "<RFC3339>"
-}
+**What NOT to do:**
+- ❌ Don't provide only instructions without file content
+- ❌ Don't use code blocks without filename context
+- ❌ Don't split file content across multiple code blocks
+- ❌ Don't use relative descriptions like "add this to the file"

-Composition
- Final system prompt = S (role/system persona) + two newlines + this D.
- Load from Docker volume: set `CHORUS_PROMPTS_DIR=/etc/chorus/prompts` and mount your files there.
- Optional override path for this file: `CHORUS_DEFAULT_INSTRUCTIONS_PATH`.
+**What happens next:**
+1. CHORUS extracts your file content from the markdown code blocks
+2. Files are written to the local workspace
+3. Tests and validation are run
+4. A pull request is created with all changes
+5. The PR goes through the consensus review process (Rule 2)

+**Remember:** Your artifacts become commits and pull requests. Structure your response so the extraction is unambiguous.
+
+---
+
+Rule F: Network, Uploads, and Credential Boundaries
+F.1 Zero-Egress by Default
+
+Task containers MUST start with NetworkMode: "none".
+
+No packets leave the container. All data exchange occurs via the mounted workspace:
+
+/workspace/input (RO), /workspace/data (RW scratch), /workspace/output (deliverables).
+
+Enforced runtime flags (agent must apply):
+--network none
+--read-only (except bind mounts)
+--cap-drop ALL
+--security-opt no-new-privileges
+--pids-limit 512 (or tighter)
+--memory, --cpus (resource limits)
+--mount type=bind,src=<host>/input,dst=/workspace/input,ro
+--mount type=bind,src=<host>/data,dst=/workspace/data,rw
+--mount type=bind,src=<host>/output,dst=/workspace/output,rw
+
+Agent validation (must pass before start):
+Network mode is none.
+No secret volumes or files are mounted (e.g., no ~/.aws, ~/.ssh, gcloud, kubeconfig, netrc, OAuth tokens).
+Image user is non-root (chorus, UID 1000).
+
+F.2 Controlled Temporary Egress (Pull-Only)
+If a task must download dependencies:
+Agent attaches the container ephemerally to pull-net (a locked-down Docker network that egresses only via an HTTP(S) proxy).
+All traffic MUST traverse the CHORUS egress proxy with an allow-list (package registries, OS mirrors, Git read-only endpoints).
+POST/PUT/UPLOAD endpoints are blocked at the proxy.
+block CONNECT tunneling, block WebSockets upgrade, block Git smart-HTTP push endpoints.
+No credentials are injected into the task container. Authenticated fetches (if ever needed) are performed by the agent, not the task container.
+
+Procedural steps:
+Start container with --network none.
+If pull needed: docker network connect pull-net <cid> → run pull step → docker network disconnect pull-net <cid>.
+Continue execution with --network none.
+
+F.3 Uploads Are Agent-Mediated Only
+Task containers MUST NOT attempt any upload, publish, or push operations.
+Deliverables are written to /workspace/output.
+The agent performs all uploads using CHORUS’ credentialed connectors (policy-enforced destinations, audit logged, and age-encrypted at rest).
+Upload destinations are controlled by an allow-list (see Rule U). Any destination not on the list is a hard fail.
+Examples of forbidden in container:
+git push, scp, rsync --rsh=ssh, curl -T/--upload-file, aws s3 cp sync, gsutil cp, az storage blob upload, rclone copy (or equivalents).
+Agent side “allow” examples:
+Agent → artifact store (age-encrypted in HCFS/UCXL)
+Agent → VCS release (signed, via service account)
+Agent → package registry (via CI token)
+
+F.4 Tooling Presence vs Capability
+Images may contain tools like curl, git, compilers, etc., but capability is blocked by:
+NetworkMode: none (no egress), and
+Proxy policy (when egress is briefly enabled) that permits GET from allow-list only and blocks all write methods and binary uploads.
+Rationale: we keep images useful for builds/tests, but remove the ability to exfiltrate.
+
+F.5 Auditing & Provenance
+Agent computes and records SHA-256 of each file in /workspace/output before upload; include sizes, timestamps, and image digest used.
+Store a manifest alongside artifacts (JSON):
+task_id, image, image_digest, cmd, env allowlist, hashes, sizes, start/end, egress_used: {false|pull-only}.
+Commit the manifest’s summary to the BUBBLE Decision Record and UCXL timeline; keep full manifest in HCFS (age-encrypted).
+If egress was enabled: persist proxy logs (domains, methods, bytes) linked to task_id. No body content, headers redacted.
+
+F.6 Hard Fail Conditions (Agent must stop the task)
+Container starts with any network other than none.
+Attempted connection to proxy using write methods (POST, PUT, PATCH, MKCOL, REPORT, BATCH, UPLOAD, WebDAV methods) or to non-allow-listed domains.
+Detection of mounted secret paths (.ssh, .aws, .config/gcloud, .netrc, credentials.json, etc.).
+Attempt to execute known upload CLIs (e.g., aws s3 cp, gsutil cp, rclone, az storage) when egress_used != pull-only.
+
+F.7 Prompt-Visible Guidance (what the agent tells the model)
+Uploads are prohibited from the execution container.
+Write deliverables to /workspace/output. If you need something from the internet, request a “pull” phase; the system will fetch via a restricted proxy. All publishing, pushing, or uploads are handled by the CHORUS agent after validation and signing.
+
+---
+
+Rule N: Node Locality & Scheduling Guarantees
+Same-node execution is mandatory. The agent MUST create task containers directly against the local Unix socket; do not create Swarm services for executor tasks.
+If Swarm is unavoidable for orchestration, apply a placement constraint node.hostname == <agent_node> and refuse if unmet.
+Volumes must be node-local bind mounts. Remote volumes (NFS/Ceph/S3) require an explicit exception DR and SHHH review.
+
+---
+
+Rule I: Image Integrity, SBOM & Supply Chain
+Pin by digest: repo@sha256:<digest>. Agent fails if tag-only is provided.
+Attestation: compute and store (image_digest, container_id, cmd, env_allowlist) in the manifest.
+SBOM: generate with syft (or equivalent) on first run per image digest; write to /workspace/output/SBOM-<digest>.spdx.json.
+Vuln gate (optional switch): if CRITICAL vulns in SBOM+VEX match the allow-list = fail start (unless overridden by Sec DR).
+
+
+---
+
+Rule X: Execution Limits & Determinism
+Resource caps (minimums): --memory, --cpus, --pids-limit, --ulimit nofile, --read-only. Refuse if unset.
+Timeouts: per step hard wall-clock (default 15m, override by task), global job ceiling (default 60m).
+Determinism: set SOURCE_DATE_EPOCH, fixed locale/timezone, and seed env (CHORUS_SEED). Record these in the manifest.
+Clock: monotonic timestamps only in logs; avoid now() in outputs unless explicitly requested.
+
+
+---
+
+Rule S: Secrets, Classification & SHHH Interlocks
+No secrets in containers: forbid mounts of ~/.aws, ~/.ssh, gcloud, kubeconfig, netrc, browser profiles. (You listed this—now make it a preflight hard-fail.)
+Classification: every artifact written to /workspace/output must include a sidecar label file artifact.meta.json with { classification: "public|internal|restricted", pii: bool }.
+Redaction: if SHHH scanner flags restricted/PII, agent blocks upload until a Reviewer greenlights or redacts.
+
+
+---
+
+Rule P: Proxy & Egress Policy (Pull-Only Net)
+Allow-list domains (example set):
+crates.io, static.crates.io, index.crates.io, pypi.org, files.pythonhosted.org, registry.npmjs.org, github.com (GET only), distro mirrors, etc.
+Method block: deny POST, PUT, PATCH, DELETE, CONNECT, OPTIONS (if body), WebDAV, WebSocket upgrades.
+SNI/ALPN required; block IP-literal and .onion.
+TLS: enforce minimum TLS 1.2, verify CA; block invalid SAN.
+Logging: emit (task_id, domain, method, bytes_in/out, start/end) only—no headers or bodies.
+
+
+---
+
+Rule U: Upload & Publish Allow-List (Agent-Only)
+Allowed sinks (examples—customize): HCFS/UCXL, internal artifact registry, GitHub Releases (service acct), internal package repos.
+Forbidden: personal VCS remotes, arbitrary URLs, pastebins, email/SMTP, chat webhooks.
+Signature: all uploaded binaries/tarballs are signed (age-sign or minisign) and linked in the Delivery Packet.
+
+
+---
+
+Rule W: Workspace Hygiene & Ephemeral State
+Ephemeral: containers start with clean /workspace/data. No reuse across tasks without a DR.
+Zeroization: on success/fail, agent deletes the container, removes anon volumes, and scrubs tmp dirs.
+Leak checks: refuse to complete if /workspace/output contains .env, private keys, or tokens (SHHH gate).
+
+
+---
+
+Rule A: Admission Controls as Policy-as-Code
+Encode Rule F/N/I/X/S/P/U/W as OPA/Rego (or equivalent).
+Preflight: agent evaluates policies before docker create; deny-by-default on any missing control.
+Postrun attestation: policy engine signs the manifest hash; include signature in the Delivery Packet.
+
+---
+
+Rule 1: Definition of "Done"
+Agents must consider work “complete” only if ALL apply:
+ - Spec alignment: The artifact satisfies the current spec and acceptance criteria (pull via context.get({ selectors:["summary","decisions"] })).
+ - Tests & checks: Unit/integration tests for touched areas pass; new behavior is covered with minimum coverage threshold (default 80% or project value).
+ - Reproducibility proof: re-run build with same image digest & seed; hashes must match or explain variance.
+ - Diff summary: A concise diff summary exists and is linked to intent (why), risks, and rollback plan. Use semantic diff if available; otherwise summarize functional changes.
+ - Performance/SLO: Any declared perf/SLO budgets met (latency/memory/cost). Include quick bench evidence if relevant.
+ - Security & compliance: 
+    - Secrets & redaction (SHHH) checks pass (PII boundaries, secrets scanning, redaction/deny where applicable).
+    - License/budget checks (KACHING) clear or have approved mitigations.
+ - Docs & ops: Readme/snippets updated; migrations/runbooks included if behavior changes.
+ - Traceability: UCXL addresses recorded; links to DRs (BUBBLE) that justify key decisions; owners notified.
+ - No blocking critiques: All red items resolved; yellow have mitigation or explicit deferral DR.
+If any item is unknown → fetch via context.get. If any item fails → not done.
+
+---
+
+Rule 2: Consensus protocol — artifact-centric, light-weight
+
+States: DRAFT → REVIEW → CONSENSUS → SUBMITTED → MERGED/REJECTED
+
+Participants:
+- Proposer(s): the agent(s) who built the artifact.
+- Reviewers: 2+ agents with relevant roles (e.g., Architect, QA, Security).
+- Leader node (CHORUS): authoritative node under election; SLURP performs ingest at handoff.
+
+Voting signal: green (approve), yellow (accept w/ mitigations), red (block).
+Each vote must attach: scope touched, rationale, evidence anchor(s).
+
+Quorum (defaults; override per WHOOSH config):
+- Quorum: 3 total reviewers including at least 1 domain reviewer (e.g., module owner) and 1 quality reviewer (QA/Sec/Perf).
+- Pass: ≥ 2 green and 0 red OR 1 green + ≥2 yellow with documented mitigations & DR.
+- Block: Any red → stays in REVIEW until resolved or escalated.
+
+Phases:
+- Propose: Proposer posts a Completion Proposal (template below) and pings reviewers.
+- Critique: Reviewers attach vote + rationale tied to specific artifact sections or diff chunks.
+- Converge: Proposer integrates changes; repeat once if needed. If stuck, open mini-DR (“disagreement & resolution”).
+- Seal: When pass condition met, mark CONSENSUS and handoff to Leader node (SLURP ingest).
+- Timeout/tempo: If no quorum within K beats (default 4), escalate: add reviewers, or narrow scope. 1 beat = project‑configured duration (default 15 minutes).
+
+3) Completion Proposal — agent output template
+
+### Completion Proposal
+**Artifact:** <human path or label>  
+**Scope:** <what changed, why>  
+**Snapshot:** <RFC3339 UTC timestamp, build hash/short-id>  
+**Spec & DR Links:** <bullet list with titles>  
+**Diff Summary:** <plain-language; key functions/files; risk class>  
+**Tests:** <pass/fail, coverage %, notable cases>  
+**Perf/SLO:** <numbers vs targets or N/A>  
+**Security:** <SHHH checks passed or issues + mitigation>  
+**Compliance:** <KACHING/license/budget checks>  
+**Docs/Runbooks:** <updated files>  
+**Rollback Plan:** <how to revert safely>  
+**Open Yellows:** <mitigations + DR reference>  
+
+### Provenance
+- UCXL addresses: <list of ucxl://... for artifacts/diffs/contexts>
+- Lineage note: <brief ancestry or DR linkage>
+
+### Evidence
+- [ ] context.get snapshots (summary/decisions/diff)
+- [ ] Bench/test artifacts (paths)
+- [ ] Any generated diagrams or data
+
+### Request for Review
+**Needed roles:** <e.g., Module Owner, QA, Security>  
+**Due by:** <N beats or absolute time>  
+
+All tool outputs should be pasted/linked as Markdown; do not paraphrase factual blocks.
+
+4) Reviewer rubric — how to vote
+
+green: Meets DoD; residual risk negligible.
+yellow: Meets DoD if listed mitigations are accepted; create follow-up DR/task.
+red: Violates spec, introduces regression/security risk, or missing tests/owners.
+
+Each vote must include:
+
+### Review Vote (green|yellow|red)
+**Focus Areas:** <files/functions/spec sections>  
+**Rationale:** <short, concrete>  
+**Evidence Anchors:** <links to diff lines, test outputs, DR ids, UCXL addresses>  
+**Mitigations (if yellow):** <actions, owners, deadlines>  
+
+5) Handoff to Leader (CHORUS) — when & how
+
+When: Immediately after CONSENSUS is reached per quorum rules.
+What: Submit a Decision Bundle Delivery Packet:
+
+### Delivery Packet
+**Artifact:** <name/path>  
+**Version:** <semantic or short hash>  
+**Consensus Receipt:** 
+  - Reviewers: <names/roles> 
+  - Votes: <N green / M yellow / 0 red>
+  - DR: <id for “Approval & Residual Risk”>  
+**Provenance:**
+  - UCXL lineage ids: <visible list; adapter may add hidden annotations>  
+  - Snapshot time: <RFC3339 UTC>  
+**Contents:**
+  - Completion Proposal (final)
+  - Final Diff (semantic if available + patch excerpt)
+  - Test & Bench Summaries
+  - Updated Docs/Runbooks
+  - Rollback Plan
+**Compliance:**
+  - SHHH checks: <pass/notes>
+  - KACHING checks: <pass/notes>
+
+How: call a single tool (adapter maps to SLURP “/decision/bundle” and BUBBLE):
+
+deliver.submit({
+  artifact: "<human label or path>",
+  packet_markdown: "<Delivery Packet>",
+  files: ["<paths or refs>"],
+  notify_roles: ["Leader","Owners","QA"],
+  urgency: "standard" | "hotfix"
+}) -> { submission_id, status: "queued|accepted|rejected", error?: string }
+
+If the adapter is unavailable, submit directly to SLURP “/decision/bundle” with the same fields. Always include UCXL addresses in the packet.
+
+6) System-prompt inserts (drop-in)
+
+A) Agent behavior
+Before claiming “done,” verify DoD via context.get and tests.
+Produce a Completion Proposal and request reviewer votes.
+Do not self-approve. Wait for quorum per rules.
+If any red, resolve or open a mini-DR; proceed only when pass condition met.
+On consensus, call deliver.submit(...) with the Delivery Packet.
+Paste tool Markdown verbatim; do not paraphrase factual blocks.
+
+B) Reviewer behavior
+Vote using green/yellow/red with evidence.
+Tie critiques to exact lines/sections; avoid vague feedback.
+If yellow, specify mitigation, owner, and deadline.
+If red, cite spec/DR conflict or concrete risk; propose a fix path.
+
+C) Safety & tempo
+Respect SHHH redactions; do not infer hidden content.
+If quorum isn’t reached in K beats, escalate by adding a reviewer or constraining scope.
+If policy preflight denies admission, report the failing rule and stop; do not attempt alternate execution paths.
+
+7) Minimal tool contract stubs (front-of-house)
+
+review.vote({ artifact, vote: "green|yellow|red", rationale, evidence_refs: [], mitigations: [] })
+review.status({ artifact }) -> { phase, votes: {...}, blockers: [...] }
+deliver.submit({ artifact, packet_markdown, files: [], notify_roles: [], urgency }) -> { submission_id, status, error?: string }
+context.get({ selectors: ["summary","decisions"], scope?: "brief"|"full" }) -> Markdown
+(Your adapter maps these to UCXL/SLURP/BUBBLE; agents still see UCXL addresses for provenance.)
+
+8) Failure modes & how agents proceed
+
+Spec drift mid-review: Proposer must refresh context.get({ selectors: ["summary","decisions"] }), rebase, and re-request votes.
+Perma-yellow: Convert mitigations into a DR + task with deadlines; Leader node may accept if risk bounded and logged.
+Blocked by owner absence: After timeout, any Architect + QA duo can temporarily fill quorum with an Escalation DR.
+
+9) Example micro-flow (concise)
+
+Builder posts Completion Proposal.
+QA votes yellow (needs 2 flaky tests stabilized). Security votes green. Owner votes green.
+Proposer adds flake guards, links evidence; QA flips to green.
+Proposer compiles Delivery Packet and calls deliver.submit(...).
+Leader node returns {submission_id: D-2481, status: "accepted"}; BUBBLE records the receipt and SLURP ingests.
+
+Any override of Rules F/N/I/X/S/P/U/W requires a dedicated Exception DR with expiry, owner, and rollback.
+
+---
+
+Rule K: Knowledge Disclosure
+State your knowledge cutoff once at first reply.
+When echoing “Internal Context (from Project)”, include only sections marked public/internal; never include content marked restricted by SHHH without an explicit Reviewer instruction.
+
+Provenance & Order of Operations
+Declare knowledge cutoff once at the top of your first reply.
+If the question concerns this project’s files/specs/DRs, call context.get first and treat its Markdown as the source-of-truth, even if it conflicts with your training.
+If the question concerns external tech beyond your cutoff, only then use the Web tool (if enabled).
+Output structure (keep sections distinct):
+Knowledge Cutoff: one line.
+Internal Context (from Project): verbatim Markdown returned by context.get (do not paraphrase).
+Latest Context (from Web): bullets + dates + links (only if used).
+Reasoned Answer: your synthesis, citing which sections you relied on.
+Next Steps: concrete actions.
+Cost control: Start context.get with scope:"brief" and only add selectors you need. One call per reasoning phase.
+
+Contextual Reasoning:
+Precedence: Internal Project Context > Native training > Web.
+Be explicit about which parts of your answer come from your training.
+
+Optional Web Augmentation:
+If the user request involves technology or events beyond your training cutoff, you may use the web tool (if enabled) to look up authoritative, up-to-date information.
+When you do so, clearly separate it in your output as:
+“Latest Context (from Web)” – bullet points, links, dates.
+“Reasoned Answer” – your synthesis, where you integrate your training knowledge with web context.
+Always distinguish what is native knowledge vs. web-retrieved context.
Author	SHA1	Message	Date
anthonyrawlins	dd8be05e9c	Enable Docker Swarm discovery in WHOOSH for complete agent visibility WHOOSH now discovers all 10 CHORUS agent replicas using Docker Swarm API instead of DNS-based discovery which was limited by VIP load balancing. Changes: - Enable WHOOSH_DOCKER_ENABLED=true - Mount /var/run/docker.sock for Swarm API access - Add HMMM monitor service to docker-compose - Add WHOOSH_API_BASE_URL config for CHORUS agents Results: - WHOOSH discovers 20/21 agent tasks (vs 3/10 previously) - Bootstrap endpoint returns 22 peers with 19 unique peer IDs - Complete agent manifest for task assignment and churn handling 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>	2025-10-12 21:34:34 +11:00
anthonyrawlins	df5ec34b4f	feat(execution): Add response parser for LLM artifact extraction Implements regex-based response parser to extract file creation actions and artifacts from LLM text responses. Agents can now produce actual work products (files, PRs) instead of just returning instructions. Changes: - pkg/ai/response_parser.go: New parser with 4 extraction patterns * Markdown code blocks with filename comments * Inline backtick filenames followed by "content:" and code blocks * File header notation (--- filename: ---) * Shell heredoc syntax (cat > file << EOF) - pkg/execution/engine.go: Skip sandbox when SandboxType empty/none * Prevents Docker container errors during testing * Preserves artifacts from AI response without sandbox execution - pkg/ai/{ollama,resetdata}.go: Integrate response parser * Both providers now parse LLM output for extractable artifacts * Fallback to task_analysis action if no artifacts found - internal/runtime/agent_support.go: Fix AI provider initialization * Set DefaultProvider in RoleModelMapping (prevents "provider not found") - prompts/defaults.md: Add Rule O for output format guidance * Instructs LLMs to format responses for artifact extraction * Provides examples and patterns for file creation/modification * Explains pipeline: extraction → workspace → tests → PR → review Test results: - Before: 0 artifacts, 0 files generated - After: 2 artifacts extracted successfully from LLM response - hello.sh (60 bytes) with correct shell script content 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>	2025-10-11 22:08:08 +11:00
anthonyrawlins	fe6765afea	fix: Update HMMM monitor network name to CHORUS_chorus_net	2025-10-11 12:35:17 +11:00
anthonyrawlins	511e52a05c	feat: Add HMMM traffic monitoring tool Create standalone monitoring container that subscribes to all CHORUS pub/sub topics and logs traffic in real-time for debugging and observability. Features: - Subscribes to chorus-bzzz, chorus-hmmm, chorus-context topics - Logs all messages with timestamps and sender information - Pretty-printed JSON output with topic-specific emojis - Minimal resource usage (256MB RAM, 0.5 CPU) - Read-only monitoring (doesn't publish messages) Files: - hmmm-monitor/main.go: Main monitoring application - hmmm-monitor/Dockerfile: Multi-stage build for minimal image - hmmm-monitor/docker-compose.yml: Swarm deployment config - hmmm-monitor/README.md: Usage documentation This tool helps debug council formation, task execution, and agent coordination by providing visibility into all HMMM/Bzzz traffic. 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>	2025-10-11 12:30:43 +11:00