diff --git a/.env.example b/.env.example
index 037abe1..95d49e2 100644
--- a/.env.example
+++ b/.env.example
@@ -19,15 +19,32 @@ FORGE_URL=http://localhost:3000             # [CONFIG] local Forgejo instance
 # ── Auth tokens ───────────────────────────────────────────────────────────
 # Each agent has its own Forgejo account and API token (#747).
 # Per-agent tokens fall back to FORGE_TOKEN if not set.
+#
+# Tokens and passwords are auto-generated by `disinto init` and stored in .env.
+# Each bot user gets:
+#   - FORGE_TOKEN_<BOT> = API token for REST calls (user identity via /api/v1/user)
+#   - FORGE_PASS_<BOT>  = password for git HTTP push (#361, Forgejo 11.x limitation)
+#
+# Local-model agents (agents-llama) use FORGE_TOKEN_LLAMA / FORGE_PASS_LLAMA
+# with FORGE_BOT_USER_LLAMA=dev-qwen to ensure correct attribution (#563).
 FORGE_TOKEN=                               # [SECRET] dev-bot API token (default for all agents)
-FORGE_TOKEN_DEVQWEN=                       # [SECRET] dev-qwen API token (for agents-llama)
+FORGE_PASS=                                # [SECRET] dev-bot password for git HTTP push (#361)
+FORGE_TOKEN_LLAMA=                         # [SECRET] dev-qwen API token (for agents-llama)
+FORGE_PASS_LLAMA=                          # [SECRET] dev-qwen password for git HTTP push
 FORGE_REVIEW_TOKEN=                        # [SECRET] review-bot API token
+FORGE_REVIEW_PASS=                         # [SECRET] review-bot password for git HTTP push
 FORGE_PLANNER_TOKEN=                       # [SECRET] planner-bot API token
+FORGE_PLANNER_PASS=                        # [SECRET] planner-bot password for git HTTP push
 FORGE_GARDENER_TOKEN=                      # [SECRET] gardener-bot API token
+FORGE_GARDENER_PASS=                       # [SECRET] gardener-bot password for git HTTP push
 FORGE_VAULT_TOKEN=                         # [SECRET] vault-bot API token
+FORGE_VAULT_PASS=                          # [SECRET] vault-bot password for git HTTP push
 FORGE_SUPERVISOR_TOKEN=                    # [SECRET] supervisor-bot API token
+FORGE_SUPERVISOR_PASS=                     # [SECRET] supervisor-bot password for git HTTP push
 FORGE_PREDICTOR_TOKEN=                     # [SECRET] predictor-bot API token
+FORGE_PREDICTOR_PASS=                      # [SECRET] predictor-bot password for git HTTP push
 FORGE_ARCHITECT_TOKEN=                     # [SECRET] architect-bot API token
+FORGE_ARCHITECT_PASS=                      # [SECRET] architect-bot password for git HTTP push
 FORGE_BOT_USERNAMES=dev-bot,review-bot,planner-bot,gardener-bot,vault-bot,supervisor-bot,predictor-bot,architect-bot
 
 # ── Backwards compatibility ───────────────────────────────────────────────
@@ -35,6 +52,10 @@ FORGE_BOT_USERNAMES=dev-bot,review-bot,planner-bot,gardener-bot,vault-bot,superv
 # CODEBERG_TOKEN automatically (same for REVIEW_BOT_TOKEN, CODEBERG_REPO,
 # CODEBERG_BOT_USERNAMES). No action needed for existing deployments.
 # Per-agent tokens default to FORGE_TOKEN when unset (single-token setups).
+#
+# Note: `disinto init` auto-generates all bot tokens/passwords when you
+# configure [agents.llama] in a project TOML. The credentials are stored
+# in .env.enc (encrypted) or .env (plaintext fallback).
 
 # ── Woodpecker CI ─────────────────────────────────────────────────────────
 WOODPECKER_TOKEN=                          # [SECRET] Woodpecker API token
diff --git a/docker-compose.yml b/docker-compose.yml
index 5985159..0740679 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -43,7 +43,8 @@ services:
       - /usr/local/bin/claude:/usr/local/bin/claude:ro
     environment:
       - FORGE_URL=http://forgejo:3000
-      - FORGE_TOKEN=${FORGE_TOKEN_DEVQWEN:-}
+      - FORGE_TOKEN=${FORGE_TOKEN_LLAMA:-}
+      - FORGE_PASS=${FORGE_PASS_LLAMA:-}
       - FORGE_SUPERVISOR_TOKEN=${FORGE_SUPERVISOR_TOKEN:-}
       - FORGE_PREDICTOR_TOKEN=${FORGE_PREDICTOR_TOKEN:-}
       - FORGE_ARCHITECT_TOKEN=${FORGE_ARCHITECT_TOKEN:-}
diff --git a/lib/forge-setup.sh b/lib/forge-setup.sh
index d640755..08cb7d1 100644
--- a/lib/forge-setup.sh
+++ b/lib/forge-setup.sh
@@ -307,6 +307,16 @@ setup_forge() {
     [predictor-bot]="FORGE_PREDICTOR_PASS"
     [architect-bot]="FORGE_ARCHITECT_PASS"
   )
+  # Llama bot users (local-model agents) — separate from main agents
+  # Each llama agent gets its own Forgejo user, token, and password
+  local -A llama_token_vars=(
+    [dev-qwen]="FORGE_TOKEN_LLAMA"
+    [dev-qwen-nightly]="FORGE_TOKEN_LLAMA_NIGHTLY"
+  )
+  local -A llama_pass_vars=(
+    [dev-qwen]="FORGE_PASS_LLAMA"
+    [dev-qwen-nightly]="FORGE_PASS_LLAMA_NIGHTLY"
+  )
 
   local bot_user bot_pass token token_var pass_var
 
@@ -421,12 +431,126 @@ setup_forge() {
     fi
   done
 
+  # Create llama bot users and tokens (local-model agents)
+  # These are separate from the main agents and get their own credentials
+  echo ""
+  echo "── Setting up llama bot users ────────────────────────────"
+
+  local llama_user llama_pass llama_token llama_token_var llama_pass_var
+  for llama_user in "${!llama_token_vars[@]}"; do
+    llama_token_var="${llama_token_vars[$llama_user]}"
+    llama_pass_var="${llama_pass_vars[$llama_user]}"
+
+    # Check if llama bot user exists
+    local llama_user_exists=false
+    if curl -sf --max-time 5 \
+      -H "Authorization: token ${admin_token}" \
+      "${forge_url}/api/v1/users/${llama_user}" >/dev/null 2>&1; then
+      llama_user_exists=true
+    fi
+
+    if [ "$llama_user_exists" = false ]; then
+      echo "Creating llama bot user: ${llama_user}"
+      # Generate a unique password for this user
+      llama_pass="llama-$(head -c 16 /dev/urandom | base64 | tr -dc 'a-zA-Z0-9' | head -c 20)"
+      local create_output
+      if ! create_output=$(_forgejo_exec forgejo admin user create \
+        --username "${llama_user}" \
+        --password "${llama_pass}" \
+        --email "${llama_user}@disinto.local" \
+        --must-change-password=false 2>&1); then
+        echo "Error: failed to create llama bot user '${llama_user}':" >&2
+        echo "  ${create_output}" >&2
+        exit 1
+      fi
+      # Forgejo 11.x ignores --must-change-password=false on create;
+      # explicitly clear the flag so basic-auth token creation works.
+      _forgejo_exec forgejo admin user change-password \
+        --username "${llama_user}" \
+        --password "${llama_pass}" \
+        --must-change-password=false
+
+      # Verify llama bot user was actually created
+      if ! curl -sf --max-time 5 \
+        -H "Authorization: token ${admin_token}" \
+        "${forge_url}/api/v1/users/${llama_user}" >/dev/null 2>&1; then
+        echo "Error: llama bot user '${llama_user}' not found after creation" >&2
+        exit 1
+      fi
+      echo "  ${llama_user} user created"
+    else
+      echo "  ${llama_user} user exists (resetting password for token generation)"
+      # User exists but may not have a known password.
+      # Use admin API to reset the password so we can generate a new token.
+      llama_pass="llama-$(head -c 16 /dev/urandom | base64 | tr -dc 'a-zA-Z0-9' | head -c 20)"
+      _forgejo_exec forgejo admin user change-password \
+        --username "${llama_user}" \
+        --password "${llama_pass}" \
+        --must-change-password=false || {
+        echo "Error: failed to reset password for existing llama bot user '${llama_user}'" >&2
+        exit 1
+      }
+    fi
+
+    # Generate token via API (basic auth as the llama user)
+    # First, delete any existing tokens to avoid name collision
+    local existing_llama_token_ids
+    existing_llama_token_ids=$(curl -sf \
+      -u "${llama_user}:${llama_pass}" \
+      "${forge_url}/api/v1/users/${llama_user}/tokens" 2>/dev/null \
+      | jq -r '.[].id // empty' 2>/dev/null) || existing_llama_token_ids=""
+
+    # Delete any existing tokens for this user
+    if [ -n "$existing_llama_token_ids" ]; then
+      while IFS= read -r tid; do
+        [ -n "$tid" ] && curl -sf -X DELETE \
+          -u "${llama_user}:${llama_pass}" \
+          "${forge_url}/api/v1/users/${llama_user}/tokens/${tid}" >/dev/null 2>&1 || true
+      done <<< "$existing_llama_token_ids"
+    fi
+
+    llama_token=$(curl -sf -X POST \
+      -u "${llama_user}:${llama_pass}" \
+      -H "Content-Type: application/json" \
+      "${forge_url}/api/v1/users/${llama_user}/tokens" \
+      -d "{\"name\":\"disinto-${llama_user}-token\",\"scopes\":[\"all\"]}" 2>/dev/null \
+      | jq -r '.sha1 // empty') || llama_token=""
+
+    if [ -z "$llama_token" ]; then
+      echo "Error: failed to create API token for '${llama_user}'" >&2
+      exit 1
+    fi
+
+    # Store token in .env under the llama-specific variable name
+    if grep -q "^${llama_token_var}=" "$env_file" 2>/dev/null; then
+      sed -i "s|^${llama_token_var}=.*|${llama_token_var}=${llama_token}|" "$env_file"
+    else
+      printf '%s=%s\n' "$llama_token_var" "$llama_token" >> "$env_file"
+    fi
+    export "${llama_token_var}=${llama_token}"
+    echo "  ${llama_user} token generated and saved (${llama_token_var})"
+
+    # Store password in .env for git HTTP push (#361)
+    # Forgejo 11.x API tokens don't work for git push; password auth does.
+    if grep -q "^${llama_pass_var}=" "$env_file" 2>/dev/null; then
+      sed -i "s|^${llama_pass_var}=.*|${llama_pass_var}=${llama_pass}|" "$env_file"
+    else
+      printf '%s=%s\n' "$llama_pass_var" "$llama_pass" >> "$env_file"
+    fi
+    export "${llama_pass_var}=${llama_pass}"
+    echo "  ${llama_user} password saved (${llama_pass_var})"
+  done
+
   # Create .profile repos for all bot users (if they don't already exist)
   # This runs the same logic as hire-an-agent Step 2-3 for idempotent setup
   echo ""
   echo "── Setting up .profile repos ────────────────────────────"
 
   local -a bot_users=(dev-bot review-bot planner-bot gardener-bot vault-bot supervisor-bot predictor-bot architect-bot)
+  # Add llama bot users to .profile repo creation
+  for llama_user in "${!llama_token_vars[@]}"; do
+    bot_users+=("$llama_user")
+  done
   local bot_user
 
   for bot_user in "${bot_users[@]}"; do
@@ -534,6 +658,15 @@ setup_forge() {
         -d "{\"permission\":\"${bot_perm}\"}" >/dev/null 2>&1 || true
     done
 
+    # Add llama bot users as write collaborators for local-model agents
+    for llama_user in "${!llama_token_vars[@]}"; do
+      curl -sf -X PUT \
+        -H "Authorization: token ${admin_token:-${FORGE_TOKEN}}" \
+        -H "Content-Type: application/json" \
+        "${forge_url}/api/v1/repos/${repo_slug}/collaborators/${llama_user}" \
+        -d '{"permission":"write"}' >/dev/null 2>&1 || true
+    done
+
     # Add disinto-admin as admin collaborator
     curl -sf -X PUT \
       -H "Authorization: token ${admin_token:-${FORGE_TOKEN}}" \
diff --git a/lib/generators.sh b/lib/generators.sh
index cabdf71..be487f8 100644
--- a/lib/generators.sh
+++ b/lib/generators.sh
@@ -72,7 +72,9 @@ _generate_local_model_services() {
       - \${HOME}/.ssh:/home/agent/.ssh:ro
     environment:
       FORGE_URL: http://forgejo:3000
-      FORGE_TOKEN: \${FORGE_TOKEN:-}
+      # Use llama-specific credentials if available, otherwise fall back to main FORGE_TOKEN
+      FORGE_TOKEN: \${FORGE_TOKEN_LLAMA:-\${FORGE_TOKEN:-}}
+      FORGE_PASS: \${FORGE_PASS_LLAMA:-\${FORGE_PASS:-}}
       FORGE_REVIEW_TOKEN: \${FORGE_REVIEW_TOKEN:-}
       FORGE_BOT_USERNAMES: \${FORGE_BOT_USERNAMES:-}
       AGENT_ROLES: "${roles}"
diff --git a/projects/disinto.toml.example b/projects/disinto.toml.example
index 04e99e5..d7c2058 100644
--- a/projects/disinto.toml.example
+++ b/projects/disinto.toml.example
@@ -27,6 +27,11 @@ check_pipeline_stall = false
 # for local LLM inference. Each agent gets its own container with isolated
 # credentials and configuration.
 #
+# When enabled, `disinto init` automatically:
+#   1. Creates a Forgejo bot user matching agents.llama.forge_user
+#   2. Generates FORGE_TOKEN_<BOT> and FORGE_PASS_<BOT> (stored in .env.enc)
+#   3. Adds the bot user as a write collaborator on the project repo
+#
 # [agents.llama]
 #   base_url = "http://10.10.10.1:8081"
 #   model = "unsloth/Qwen3.5-35B-A3B"