Merge pull request 'fix: refactor: architect pitching should be bash-driven with stateless model calls (#490)' (#496) from fix/issue-490 into main

2026-04-09 11:11:35 +00:00 · 2026-04-09 11:11:35 +00:00 · 2478765dfa
commit 2478765dfa
parent e159327d2e 8eaad3a998
3 changed files with 605 additions and 487 deletions
--- a/architect/AGENTS.md
+++ b/architect/AGENTS.md
@ -35,38 +35,34 @@ the steps for:
 - Pitch: creating structured sprint PRs
 - Sub-issue filing: creating concrete implementation issues
-## Bash-driven design phase
+## Bash-driven orchestration
-The design phase (ACCEPT → research → questions → answers → sub-issues) is
+Bash in `architect-run.sh` handles state detection and orchestration:
 orchestrated by bash in `architect-run.sh`, not by the formula. This ensures:
 - **Deterministic state detection**: Bash reads the Forgejo reviews API to detect
  ACCEPT/REJECT decisions — no model-dependent API parsing
 - **Human guidance injection**: Review body text from ACCEPT reviews is injected
  directly into the research prompt as context
- **Stateful session resumption**: When answers arrive on a subsequent run, the
+- **Response processing**: When ACCEPT/REJECT responses are detected, bash invokes
-  saved Claude session is resumed (`--resume session_id`), preserving full
+  the agent with appropriate context (session resumed for questions phase)
  codebase context from the research phase
 - **REJECT without model**: Rejections are handled entirely in bash (close PR,
  delete branch, remove in-progress label, journal) — no model invocation needed
-### State transitions (bash-driven)
+### State transitions
 ```
-New vision issue → pitch PR (model)
+New vision issue → pitch PR (model generates pitch, bash creates PR)
  ↓
-ACCEPT review → research + questions (model, session saved)
+ACCEPT review → research + questions (model, session saved to $SID_FILE)
  ↓
-Answers received → sub-issue filing (model, session resumed)
+Answers received → sub-issue filing (model, session resumed via --resume)
  ↓
-REJECT review → close PR + journal (bash only)
+REJECT review → close PR + journal (model processes rejection, bash merges PR)
 ```
-### Per-PR session files
+### Session management
-Session IDs are saved per-PR in `/tmp/architect-sessions-{project}/pr-{number}.sid`.
+The agent maintains a global session file at `/tmp/architect-session-{project}.sid`.
-This allows multiple architect PRs to be in different design phases simultaneously,
+When processing responses, bash checks if the PR is in the questions phase and
-each with its own resumable session context.
+resumes the session using `--resume session_id` to preserve codebase context.
 ## Execution
@ -77,9 +73,20 @@ Run via `architect/architect-run.sh`, which:
 - Uses FORGE_ARCHITECT_TOKEN for authentication
 - Processes existing architect PRs via bash-driven design phase
 - Loads the formula and builds context from VISION.md, AGENTS.md, and ops repo
- Executes the formula via `agent_run` for new pitches
+- Bash orchestrates state management:
  - Fetches open vision issues, open architect PRs, and merged sprint PRs from Forgejo API
  - Filters out visions already with open PRs, in-progress label, sub-issues, or merged sprint PRs
  - Selects up to `pitch_budget` (3 - open architect PRs) remaining vision issues
  - For each selected issue, invokes stateless `claude -p` with issue body + context
  - Creates PRs directly from pitch content (no scratch files)
 - Agent is invoked only for response processing (ACCEPT/REJECT handling)
-**Multi-sprint pitching**: The architect pitches up to 3 sprints per run. The pitch budget is `3 − <open architect PRs>`. After handling existing PRs (accept/reject/answer parsing), the architect selects up to `pitch_budget` vision issues (skipping any already with an open architect PR or `in-progress` label), then writes one per-issue scratch file (`/tmp/architect-{project}-scratch-{issue_number}.md`) and creates one sprint PR per scratch file.
+**Multi-sprint pitching**: The architect pitches up to 3 sprints per run. Bash handles all state management:
 - Fetches Forgejo API data (vision issues, open PRs, merged PRs)
 - Filters and deduplicates (no model-level dedup or journal-based memory)
 - For each selected vision issue, bash invokes stateless `claude -p` to generate pitch markdown
 - Bash creates the PR with pitch content and posts ACCEPT/REJECT footer comment
 - Branch names use issue number (architect/sprint-vision-{issue_number}) to avoid collisions
 ## Cron
--- a/architect/architect-run.sh
+++ b/architect/architect-run.sh
@ -10,12 +10,12 @@
 #   2. Precondition checks: skip if no work (no vision issues, no responses)
 #   3. Load formula (formulas/run-architect.toml)
 #   4. Context: VISION.md, AGENTS.md, ops:prerequisites.md, structural graph
-#   5. Bash-driven design phase:
+#   5. Stateless pitch generation: for each selected issue:
-#      a. Fetch reviews API for ACCEPT/REJECT detection (deterministic)
+#      - Fetch issue body from Forgejo API (bash)
-#      b. REJECT: handled entirely in bash (close PR, delete branch, journal)
+#      - Invoke claude -p with issue body + context (stateless, no API calls)
-#      c. ACCEPT: invoke claude with human guidance injected into prompt
+#      - Create PR with pitch content (bash)
-#      d. Answers: resume saved session with answers injected
+#      - Post footer comment (bash)
-#   6. New pitches: agent_run(worktree, prompt)
+#   6. Response processing: handle ACCEPT/REJECT on existing PRs
 #
 # Precondition checks (bash before model):
 #   - Skip if no vision issues AND no open architect PRs
@ -60,7 +60,7 @@ SCRATCH_FILE_PREFIX="/tmp/architect-${PROJECT_NAME}-scratch"
 WORKTREE="/tmp/${PROJECT_NAME}-architect-run"
 # Override LOG_AGENT for consistent agent identification
-# shellcheck disable=SC2034  # consumed by agent-sdk.sh and env.sh log()
+# shellcheck disable=SC2034  # consumed by agent-sdk.sh and env.sh
 LOG_AGENT="architect"
 # Override log() to append to architect-specific log file
@ -100,162 +100,88 @@ build_graph_section
 SCRATCH_CONTEXT=$(read_scratch_context "$SCRATCH_FILE")
 SCRATCH_INSTRUCTION=$(build_scratch_instruction "$SCRATCH_FILE")
-# ── Build prompt footer ──────────────────────────────────────────────────
+# ── Build prompt ─────────────────────────────────────────────────────────
 build_sdk_prompt_footer
-# ── Design phase: bash-driven review detection ────────────────────────────
+# Architect prompt: strategic decomposition of vision into sprints
-# Fetch PR reviews from Forgejo API (deterministic, not model-dependent).
+# See: architect/AGENTS.md for full role description
-# Sets global output variables (not stdout — guidance text is often multiline):
+# Pattern: heredoc function to avoid inline prompt construction
-#   REVIEW_DECISION  — ACCEPT|REJECT|NONE
+# Note: Uses CONTEXT_BLOCK, GRAPH_SECTION, SCRATCH_CONTEXT from formula-session.sh
-#   REVIEW_GUIDANCE  — human guidance text (review body or comment text)
+# Architecture Decision: AD-003 — The runtime creates and destroys, the formula preserves.
-# Args: pr_number
+build_architect_prompt() {
-fetch_pr_review_decision() {
+  cat <<_PROMPT_EOF_
-  local pr_num="$1"
+You are the architect agent for ${FORGE_REPO}. Work through the formula below.
  REVIEW_DECISION="NONE"
  REVIEW_GUIDANCE=""
-  # Step 1: Check PR reviews (Forgejo review UI) — takes precedence
+Your role: strategic decomposition of vision issues into development sprints.
-  local reviews_json
+Propose sprints via PRs on the ops repo, converse with humans through PR comments,
-  reviews_json=$(curl -sf -H "Authorization: token ${FORGE_TOKEN}" \
+and file sub-issues after design forks are resolved.
    "${FORGE_API}/repos/${FORGE_OPS_REPO}/pulls/${pr_num}/reviews" 2>/dev/null) || reviews_json='[]'
-  # Find most recent non-bot review with a decision state
+## Project context
-  local review_decision review_body
+${CONTEXT_BLOCK}
-  review_decision=$(printf '%s' "$reviews_json" | jq -r '
+${GRAPH_SECTION}
-    [.[] | select(.user.login | test("bot$"; "i") | not)
+${SCRATCH_CONTEXT}
-         | select(.state == "APPROVED" or .state == "REQUEST_CHANGES")]
+$(formula_lessons_block)
-    | last | .state // empty
+## Formula
-  ' 2>/dev/null) || review_decision=""
+${FORMULA_CONTENT}
  review_body=$(printf '%s' "$reviews_json" | jq -r '
    [.[] | select(.user.login | test("bot$"; "i") | not)
         | select(.state == "APPROVED" or .state == "REQUEST_CHANGES")]
    | last | .body // empty
  ' 2>/dev/null) || review_body=""
-  if [ "$review_decision" = "APPROVED" ]; then
+${SCRATCH_INSTRUCTION}
-    REVIEW_DECISION="ACCEPT"
+${PROMPT_FOOTER}
-    REVIEW_GUIDANCE="$review_body"
+_PROMPT_EOF_
    return 0
  elif [ "$review_decision" = "REQUEST_CHANGES" ]; then
    REVIEW_DECISION="REJECT"
    REVIEW_GUIDANCE="$review_body"
    return 0
  fi
  # Step 2: Fallback — check PR comments for ACCEPT/REJECT text
  local comments_json
  comments_json=$(curl -sf -H "Authorization: token ${FORGE_TOKEN}" \
    "${FORGE_API}/repos/${FORGE_OPS_REPO}/issues/${pr_num}/comments" 2>/dev/null) || comments_json='[]'
  # Find most recent comment with ACCEPT or REJECT (case insensitive)
  local comment_body
  comment_body=$(printf '%s' "$comments_json" | jq -r '
    [.[] | select(.body | test("(?i)^\\s*(ACCEPT|REJECT)"))] | last | .body // empty
  ' 2>/dev/null) || comment_body=""
  if [ -n "$comment_body" ]; then
    if printf '%s' "$comment_body" | grep -qiE '^\s*ACCEPT'; then
      REVIEW_DECISION="ACCEPT"
      # Extract guidance text after ACCEPT (e.g., "ACCEPT — use SSH approach" → "use SSH approach")
      REVIEW_GUIDANCE=$(printf '%s' "$comment_body" | sed -n 's/^[[:space:]]*[Aa][Cc][Cc][Ee][Pp][Tt][[:space:]]*[—:–-]*[[:space:]]*//p' | head -1)
      # If guidance is empty on first line, use rest of comment
      if [ -z "$REVIEW_GUIDANCE" ]; then
        REVIEW_GUIDANCE=$(printf '%s' "$comment_body" | tail -n +2)
      fi
    elif printf '%s' "$comment_body" | grep -qiE '^\s*REJECT'; then
      REVIEW_DECISION="REJECT"
      REVIEW_GUIDANCE=$(printf '%s' "$comment_body" | sed -n 's/^[[:space:]]*[Rr][Ee][Jj][Ee][Cc][Tt][[:space:]]*[—:–-]*[[:space:]]*//p' | head -1)
      if [ -z "$REVIEW_GUIDANCE" ]; then
        REVIEW_GUIDANCE=$(printf '%s' "$comment_body" | tail -n +2)
      fi
    fi
  fi
 }
-# Handle REJECT entirely in bash — no model invocation needed.
+PROMPT=$(build_architect_prompt)
 # Args: pr_number, pr_head_branch, rejection_reason
 handle_reject() {
  local pr_num="$1"
  local pr_branch="$2"
  local reason="$3"
-  log "Handling REJECT for PR #${pr_num}: ${reason}"
+# ── Create worktree ──────────────────────────────────────────────────────
 formula_worktree_setup "$WORKTREE"
-  # Close the PR via Forgejo API
+# ── Detect if PR is in questions-awaiting-answers phase ──────────────────
-  curl -sf -X PATCH -H "Authorization: token ${FORGE_TOKEN}" \
+# A PR is in the questions phase if it has a `## Design forks` section and
-    -H 'Content-Type: application/json' \
+# question comments. We check this to decide whether to resume the session
-    "${FORGE_API}/repos/${FORGE_OPS_REPO}/pulls/${pr_num}" \
+# from the research/questions run (preserves codebase context for answer parsing).
-    -d '{"state":"closed"}' >/dev/null 2>&1 || log "WARN: failed to close PR #${pr_num}"
+detect_questions_phase() {
  local pr_number=""
  local pr_body=""
-  # Delete the branch via Forgejo API
+  # Get open architect PRs on ops repo
-  if [ -n "$pr_branch" ]; then
+  local ops_repo="${OPS_REPO_ROOT:-/home/agent/data/ops}"
-    curl -sf -X DELETE -H "Authorization: token ${FORGE_TOKEN}" \
+  if [ ! -d "${ops_repo}/.git" ]; then
-      "${FORGE_API}/repos/${FORGE_OPS_REPO}/git/branches/${pr_branch}" >/dev/null 2>&1 \
+    return 1
      || log "WARN: failed to delete branch ${pr_branch}"
  fi
-  # Remove in-progress label from the vision issue referenced in the PR
+  # Use Forgejo API to find open architect PRs
-  local pr_body
+  local response
-  pr_body=$(curl -sf -H "Authorization: token ${FORGE_TOKEN}" \
+  response=$(curl -sf -H "Authorization: token ${FORGE_TOKEN}" \
-    "${FORGE_API}/repos/${FORGE_OPS_REPO}/pulls/${pr_num}" 2>/dev/null | jq -r '.body // ""') || pr_body=""
+    "${FORGE_API}/repos/${FORGE_OPS_REPO}/pulls?state=open" 2>/dev/null) || return 1
  local vision_ref
  vision_ref=$(printf '%s' "$pr_body" | grep -oE '#[0-9]+' | head -1 | tr -d '#') || vision_ref=""
-  if [ -n "$vision_ref" ]; then
+  # Check each open PR for architect markers
-    # Look up in-progress label ID
+  pr_number=$(printf '%s' "$response" | jq -r '.[] | select(.title | contains("architect:")) | .number' 2>/dev/null | head -1) || return 1
-    local label_id
+
-    label_id=$(curl -sf -H "Authorization: token ${FORGE_TOKEN}" \
+  if [ -z "$pr_number" ]; then
-      "${FORGE_API}/labels" 2>/dev/null | jq -r '.[] | select(.name == "in-progress") | .id' 2>/dev/null) || label_id=""
+    return 1
    if [ -n "$label_id" ]; then
      curl -sf -X DELETE -H "Authorization: token ${FORGE_TOKEN}" \
        "${FORGE_API}/issues/${vision_ref}/labels/${label_id}" >/dev/null 2>&1 \
        || log "WARN: failed to remove in-progress label from issue #${vision_ref}"
    fi
  fi
-  # Journal the rejection via .profile (if available)
+  # Fetch PR body
  profile_write_journal "architect-reject-${pr_num}" \
    "Sprint PR #${pr_num} rejected" \
    "rejected: ${reason}" "" || true
  # Clean up per-PR session file
  rm -f "${SID_DIR}/pr-${pr_num}.sid"
  log "REJECT handled for PR #${pr_num}"
 }
 # Detect answers on a PR in questions phase.
 # Returns answer text via stdout, empty if no answers found.
 # Args: pr_number
 fetch_pr_answers() {
  local pr_num="$1"
  # Get PR body to check for Design forks section
  local pr_body
  pr_body=$(curl -sf -H "Authorization: token ${FORGE_TOKEN}" \
-    "${FORGE_API}/repos/${FORGE_OPS_REPO}/pulls/${pr_num}" 2>/dev/null | jq -r '.body // ""') || return 1
+    "${FORGE_API}/repos/${FORGE_OPS_REPO}/pulls/${pr_number}" 2>/dev/null | jq -r '.body // empty') || return 1
  # Check for `## Design forks` section (added by #101 after ACCEPT)
  if ! printf '%s' "$pr_body" | grep -q "## Design forks"; then
    return 1
  fi
-  # Fetch comments and look for answer patterns (Q1: A, Q2: B, etc.)
+  # Check for question comments (Q1:, Q2:, etc.)
-  local comments_json
+  # Use jq to extract body text before grepping (handles JSON escaping properly)
-  comments_json=$(curl -sf -H "Authorization: token ${FORGE_TOKEN}" \
+  local comments
-    "${FORGE_API}/repos/${FORGE_OPS_REPO}/issues/${pr_num}/comments" 2>/dev/null) || return 1
+  comments=$(curl -sf -H "Authorization: token ${FORGE_TOKEN}" \
    "${FORGE_API}/repos/${FORGE_OPS_REPO}/issues/${pr_number}/comments" 2>/dev/null) || return 1
-  # Find the most recent comment containing answer patterns
+  if ! printf '%s' "$comments" | jq -r '.[].body // empty' | grep -qE 'Q[0-9]+:'; then
-  local answer_comment
+    return 1
  answer_comment=$(printf '%s' "$comments_json" | jq -r '
    [.[] | select(.body | test("Q[0-9]+:\\s*[A-Da-d]"))] | last | .body // empty
  ' 2>/dev/null) || answer_comment=""
  if [ -n "$answer_comment" ]; then
    printf '%s' "$answer_comment"
    return 0
  fi
-  return 1
+  # PR is in questions phase
  log "Detected PR #${pr_number} in questions-awaiting-answers phase"
  return 0
 }
 # ── Sub-issue existence check ────────────────────────────────────────────
@ -335,6 +261,245 @@ has_merged_sprint_pr() {
  return 1  # No merged sprint PR
 }
 # ── Helper: Fetch all open vision issues from Forgejo API ─────────────────
 # Returns: JSON array of vision issue objects
 fetch_vision_issues() {
  curl -sf -H "Authorization: token ${FORGE_TOKEN}" \
    "${FORGE_API}/issues?labels=vision&state=open&limit=100" 2>/dev/null || echo '[]'
 }
 # ── Helper: Fetch open architect PRs from ops repo Forgejo API ───────────
 # Returns: JSON array of architect PR objects
 fetch_open_architect_prs() {
  curl -sf -H "Authorization: token ${FORGE_TOKEN}" \
    "${FORGE_API}/repos/${FORGE_OPS_REPO}/pulls?state=open&limit=100" 2>/dev/null || echo '[]'
 }
 # ── Helper: Get vision issue body by number ──────────────────────────────
 # Args: issue_number
 # Returns: issue body text
 get_vision_issue_body() {
  local issue_num="$1"
  curl -sf -H "Authorization: token ${FORGE_TOKEN}" \
    "${FORGE_API}/issues/${issue_num}" 2>/dev/null | jq -r '.body // ""'
 }
 # ── Helper: Get vision issue title by number ─────────────────────────────
 # Args: issue_number
 # Returns: issue title
 get_vision_issue_title() {
  local issue_num="$1"
  curl -sf -H "Authorization: token ${FORGE_TOKEN}" \
    "${FORGE_API}/issues/${issue_num}" 2>/dev/null | jq -r '.title // ""'
 }
 # ── Helper: Create a sprint pitch via stateless claude -p call ───────────
 # The model NEVER calls Forgejo API. It only reads context and generates pitch.
 # Args: vision_issue_number vision_issue_title vision_issue_body
 # Returns: pitch markdown to stdout
 #
 # This is a stateless invocation: the model has no memory between calls.
 # All state management (which issues to pitch, dedup logic, etc.) happens in bash.
 generate_pitch() {
  local issue_num="$1"
  local issue_title="$2"
  local issue_body="$3"
  # Build context block with vision issue details
  local pitch_context
  pitch_context="
 ## Vision Issue #${issue_num}
 ### Title
 ${issue_title}
 ### Description
 ${issue_body}
 ## Project Context
 ${CONTEXT_BLOCK}
 ${GRAPH_SECTION}
 $(formula_lessons_block)
 ## Formula
 ${FORMULA_CONTENT}
 ${SCRATCH_INSTRUCTION}
 ${PROMPT_FOOTER}
 "
  # Prompt: model generates pitch markdown only, no API calls
  local pitch_prompt="You are the architect agent for ${FORGE_REPO}. Write a sprint pitch for the vision issue above.
 Instructions:
 1. Output ONLY the pitch markdown (no explanations, no preamble, no postscript)
 2. Use this exact format:
 # Sprint: <sprint-name>
 ## Vision issues
 - #${issue_num} — ${issue_title}
 ## What this enables
 <what the project can do after this sprint that it can't do now>
 ## What exists today
 <current state — infrastructure, interfaces, code that can be reused>
 ## Complexity
 <number of files/subsystems, estimated sub-issues>
 <gluecode vs greenfield ratio>
 ## Risks
 <what could go wrong, what breaks if this is done badly>
 ## Cost — new infra to maintain
 <what ongoing maintenance burden does this sprint add>
 <new services, cron jobs, formulas, agent roles>
 ## Recommendation
 <architect's assessment: worth it / defer / alternative approach>
 IMPORTANT: Do NOT include design forks or questions. This is a go/no-go pitch.
 ---
 ${pitch_context}
 "
  # Execute stateless claude -p call
  local pitch_output
  pitch_output=$(agent_run -p "$pitch_prompt" --output-format json --dangerously-skip-permissions --max-turns 200 ${CLAUDE_MODEL:+--model "$CLAUDE_MODEL"} 2>>"$LOGFILE") || true
  # Extract pitch content from JSON response
  local pitch
  pitch=$(printf '%s' "$pitch_output" | jq -r '.content // empty' 2>/dev/null) || pitch=""
  if [ -z "$pitch" ]; then
    log "WARNING: empty pitch generated for vision issue #${issue_num}"
    return 1
  fi
  # Output pitch to stdout for caller to use
  printf '%s' "$pitch"
 }
 # ── Helper: Create PR on ops repo via Forgejo API ────────────────────────
 # Args: sprint_title sprint_body branch_name
 # Returns: PR number on success, empty on failure
 create_sprint_pr() {
  local sprint_title="$1"
  local sprint_body="$2"
  local branch_name="$3"
  # Create branch on ops repo
  if ! curl -sf -X POST \
    -H "Authorization: token ${FORGE_TOKEN}" \
    -H "Content-Type: application/json" \
    "${FORGE_API}/repos/${FORGE_OPS_REPO}/branches" \
    -d "{\"new_branch_name\": \"${branch_name}\", \"old_branch_name\": \"${PRIMARY_BRANCH:-main}\"}" >/dev/null 2>&1; then
    log "WARNING: failed to create branch ${branch_name}"
    return 1
  fi
  # Extract sprint name from title for filename
  local sprint_name
  sprint_name=$(printf '%s' "$sprint_title" | sed 's/^architect: *//; s/ *$//')
  local sprint_slug
  sprint_slug=$(printf '%s' "$sprint_name" | tr '[:upper:]' '[:lower:]' | tr ' ' '-' | sed 's/--*/-/g')
  # Prepare sprint spec content
  local sprint_spec="# Sprint: ${sprint_name}
 ${sprint_body}
 "
  # Base64 encode the content
  local sprint_spec_b64
  sprint_spec_b64=$(printf '%s' "$sprint_spec" | base64 -w 0)
  # Write sprint spec file to branch
  if ! curl -sf -X PUT \
    -H "Authorization: token ${FORGE_TOKEN}" \
    -H "Content-Type: application/json" \
    "${FORGE_API}/repos/${FORGE_OPS_REPO}/contents/sprints/${sprint_slug}.md" \
    -d "{\"message\": \"sprint: add ${sprint_slug}.md\", \"content\": \"${sprint_spec_b64}\", \"branch\": \"${branch_name}\"}" >/dev/null 2>&1; then
    log "WARNING: failed to write sprint spec file"
    return 1
  fi
  # Create PR - use jq to build JSON payload safely (prevents injection from markdown)
  local pr_payload
  pr_payload=$(jq -n \
    --arg title "$sprint_title" \
    --arg body "$sprint_body" \
    --arg head "$branch_name" \
    --arg base "${PRIMARY_BRANCH:-main}" \
    '{title: $title, body: $body, head: $head, base: $base}')
  local pr_response
  pr_response=$(curl -sf -X POST \
    -H "Authorization: token ${FORGE_TOKEN}" \
    -H "Content-Type: application/json" \
    "${FORGE_API}/repos/${FORGE_OPS_REPO}/pulls" \
    -d "$pr_payload" 2>/dev/null) || return 1
  # Extract PR number
  local pr_number
  pr_number=$(printf '%s' "$pr_response" | jq -r '.number // empty')
  log "Created sprint PR #${pr_number}: ${sprint_title}"
  printf '%s' "$pr_number"
 }
 # ── Helper: Post footer comment on PR ────────────────────────────────────
 # Args: pr_number
 post_pr_footer() {
  local pr_number="$1"
  local footer="Reply \`ACCEPT\` to proceed with design questions, or \`REJECT: <reason>\` to decline."
  if curl -sf -X POST \
    -H "Authorization: token ${FORGE_TOKEN}" \
    -H "Content-Type: application/json" \
    "${FORGE_API}/repos/${FORGE_OPS_REPO}/issues/${pr_number}/comments" \
    -d "{\"body\": \"${footer}\"}" >/dev/null 2>&1; then
    log "Posted footer comment on PR #${pr_number}"
    return 0
  else
    log "WARNING: failed to post footer comment on PR #${pr_number}"
    return 1
  fi
 }
 # ── Helper: Add in-progress label to vision issue ────────────────────────
 # Args: vision_issue_number
 add_inprogress_label() {
  local issue_num="$1"
  # Get label ID for 'in-progress'
  local labels_json
  labels_json=$(curl -sf -H "Authorization: token ${FORGE_TOKEN}" \
    "${FORGE_API}/labels" 2>/dev/null) || return 1
  local inprogress_label_id
  inprogress_label_id=$(printf '%s' "$labels_json" | jq -r --arg label "in-progress" '.[] | select(.name == $label) | .id' 2>/dev/null) || true
  if [ -z "$inprogress_label_id" ]; then
    log "WARNING: in-progress label not found"
    return 1
  fi
  # Add label to issue
  if curl -sf -X POST \
    -H "Authorization: token ${FORGE_TOKEN}" \
    -H "Content-Type: application/json" \
    "${FORGE_API}/repos/${FORGE_REPO}/issues/${issue_num}/labels" \
    -d "{\"labels\": [${inprogress_label_id}]}" >/dev/null 2>&1; then
    log "Added in-progress label to vision issue #${issue_num}"
    return 0
  else
    log "WARNING: failed to add in-progress label to vision issue #${issue_num}"
    return 1
  fi
 }
 # ── Precondition checks in bash before invoking the model ─────────────────
 # Check 1: Skip if no vision issues exist and no open architect PRs to handle
@ -350,190 +515,38 @@ if [ "${vision_count:-0}" -eq 0 ]; then
  fi
 fi
-# ── Design phase: process existing architect PRs (bash-driven) ────────────
+# Check 2: Skip if already at max open pitches (3), unless there are responses to process
-# Bash reads the reviews API and handles state transitions deterministically.
+open_arch_prs=$(curl -sf -H "Authorization: token $FORGE_TOKEN" \
-# Model is only invoked for research (ACCEPT) and answer processing.
+  "${FORGE_API}/repos/${FORGE_OPS_REPO}/pulls?state=open&limit=100" 2>/dev/null | jq '[.[] | select(.title | startswith("architect:"))] | length') || open_arch_prs=0
-
+if [ "${open_arch_prs:-0}" -ge 3 ]; then
-open_arch_prs_json=$(curl -sf -H "Authorization: token $FORGE_TOKEN" \
+  # Check if any open architect PRs have ACCEPT/REJECT responses that need processing
-  "${FORGE_API}/repos/${FORGE_OPS_REPO}/pulls?state=open&limit=10" 2>/dev/null) || open_arch_prs_json='[]'
+  has_responses=false
-open_arch_prs=$(printf '%s' "$open_arch_prs_json" | jq '[.[] | select(.title | startswith("architect:"))] | length') || open_arch_prs=0
+  pr_numbers=$(curl -sf -H "Authorization: token $FORGE_TOKEN" \
-
+    "${FORGE_API}/repos/${FORGE_OPS_REPO}/pulls?state=open&limit=100" 2>/dev/null | jq -r '.[] | select(.title | startswith("architect:")) | .number') || pr_numbers=""
-# Track whether we processed any responses (to decide if pitching is needed)
+  for pr_num in $pr_numbers; do
-processed_responses=false
+    comments=$(curl -sf -H "Authorization: token $FORGE_TOKEN" \
-
+      "${FORGE_API}/repos/${FORGE_OPS_REPO}/issues/${pr_num}/comments" 2>/dev/null) || continue
-# Iterate over open architect PRs and handle each based on review state
+    if printf '%s' "$comments" | jq -r '.[].body // empty' | grep -qE '(ACCEPT|REJECT):'; then
-arch_pr_data=$(printf '%s' "$open_arch_prs_json" | jq -r '.[] | select(.title | startswith("architect:")) | "\(.number)\t\(.head.ref // "")"' 2>/dev/null) || arch_pr_data=""
+      has_responses=true
-
+      break
 while IFS=$'\t' read -r pr_num pr_branch; do
  [ -z "$pr_num" ] && continue
  log "Checking PR #${pr_num} (branch: ${pr_branch})"
  # First check: is this PR in the answers phase (questions posted, answers received)?
  answer_text=""
  answer_text=$(fetch_pr_answers "$pr_num") || true
  if [ -n "$answer_text" ]; then
    # ── Answers received: resume saved session with answers injected ──
    log "Answers detected on PR #${pr_num} — resuming design session"
    processed_responses=true
    pr_sid_file="${SID_DIR}/pr-${pr_num}.sid"
    RESUME_ARGS=()
    if [ -f "$pr_sid_file" ]; then
      RESUME_SESSION=$(cat "$pr_sid_file")
      RESUME_ARGS=(--resume "$RESUME_SESSION")
      log "Resuming session ${RESUME_SESSION:0:12}... for answer processing"
    else
      log "No saved session for PR #${pr_num} — starting fresh for answers"
    fi
-
+  done
-    # Build answer-processing prompt with answers injected
+  if [ "$has_responses" = false ]; then
-    # shellcheck disable=SC2034
+    log "already 3 open architect PRs with no responses to process — skipping"
-    SID_FILE="$pr_sid_file"
+    exit 0
    ANSWER_PROMPT="You are the architect agent for ${FORGE_REPO}. You previously researched a sprint and posted design questions on PR #${pr_num}.
 Human answered the design fork questions. Parse the answers and file concrete sub-issues.
 ## Human answers
 ${answer_text}
 ## Project context
 ${CONTEXT_BLOCK}
 ${GRAPH_SECTION}
 $(formula_lessons_block)
 ## Instructions
 1. Parse each answer (e.g. Q1: A, Q2: C)
 2. Read the sprint spec from the PR branch
 3. Look up the backlog label ID on the disinto repo:
   GET ${FORGE_API}/labels — find label with name 'backlog'
 4. Generate final sub-issues based on answers:
   - Each sub-issue uses the appropriate issue template
   - Fill all template fields (problem, solution, affected files max 3, acceptance criteria max 5, dependencies)
   - File via Forgejo API on the disinto repo (not ops repo)
   - MUST include 'labels' with backlog label ID in create-issue request
   - Include 'Decomposed from #<vision_issue_number>' in each issue body
 5. Comment on PR #${pr_num}: 'Sprint filed: #N, #N, #N'
 6. Merge the PR via: POST ${FORGE_API}/repos/${FORGE_OPS_REPO}/pulls/${pr_num}/merge with body {\"Do\":\"merge\"}
 ${PROMPT_FOOTER}"
    # Create worktree if not already set up
    if [ ! -d "$WORKTREE" ]; then
      formula_worktree_setup "$WORKTREE"
    fi
    export CLAUDE_MODEL="sonnet"
    agent_run "${RESUME_ARGS[@]}" --worktree "$WORKTREE" "$ANSWER_PROMPT"
    # Restore SID_FILE to default
    # shellcheck disable=SC2034  # consumed by agent-sdk.sh
    SID_FILE="/tmp/architect-session-${PROJECT_NAME}.sid"
    log "Answer processing complete for PR #${pr_num}"
    continue
  fi
-
+  log "3 open architect PRs found but responses detected — processing"
-  # Second check: fetch review decision (ACCEPT/REJECT/NONE)
+  # Track that we have responses to process (even if pitch_budget=0)
-  # Sets REVIEW_DECISION and REVIEW_GUIDANCE global variables
+  has_responses_to_process=true
  fetch_pr_review_decision "$pr_num"
  decision="$REVIEW_DECISION"
  guidance="$REVIEW_GUIDANCE"
  case "$decision" in
    REJECT)
      # ── REJECT: handled entirely in bash ──
      handle_reject "$pr_num" "$pr_branch" "$guidance"
      processed_responses=true
      # Decrement open PR count (PR is now closed)
      open_arch_prs=$((open_arch_prs - 1))
      ;;
    ACCEPT)
      # ── ACCEPT: invoke model with human guidance for research + questions ──
      log "ACCEPT detected on PR #${pr_num} with guidance: ${guidance:-(none)}"
      processed_responses=true
      # Build human guidance block
      GUIDANCE_BLOCK=""
      if [ -n "$guidance" ]; then
        GUIDANCE_BLOCK="## Human guidance (from sprint PR review)
 ${guidance}
 The architect MUST factor this guidance into design fork identification
 and question formulation — if the human specifies an approach, that approach
 should be the default fork, and questions should refine it rather than
 re-evaluate it."
      fi
      # Build research + questions prompt
      RESEARCH_PROMPT="You are the architect agent for ${FORGE_REPO}. A sprint pitch on PR #${pr_num} has been ACCEPTED by a human reviewer.
 Your task: research the codebase deeply, identify design forks, and formulate questions.
 ${GUIDANCE_BLOCK}
 ## Project context
 ${CONTEXT_BLOCK}
 ${GRAPH_SECTION}
 ${SCRATCH_CONTEXT}
 $(formula_lessons_block)
 ## Instructions
 1. Read the sprint spec from PR #${pr_num} on the ops repo (branch: ${pr_branch})
 2. Research the codebase deeply:
   - Read all files mentioned in the sprint spec
   - Search for existing interfaces that could be reused
   - Check what infrastructure already exists
 3. Identify design forks — multiple valid implementation approaches
 4. Formulate multiple-choice questions (Q1, Q2, Q3...)
 5. Update the sprint spec file on the PR branch:
   - Add '## Design forks' section with fork options
   - Add '## Proposed sub-issues' section with concrete issues per fork path
   - Use Forgejo API: PUT ${FORGE_API}/repos/${FORGE_OPS_REPO}/contents/<path> with branch ${pr_branch}
 6. Update the PR body to include the Design forks section (required for answer detection):
   - PATCH ${FORGE_API}/repos/${FORGE_OPS_REPO}/pulls/${pr_num}
   - Body: {\"body\": \"<existing PR body + Design forks section>\"}
   - The PR body MUST contain '## Design forks' after this step
 7. Comment on PR #${pr_num} with the questions formatted as multiple choice:
   - POST ${FORGE_API}/repos/${FORGE_OPS_REPO}/issues/${pr_num}/comments
 ${SCRATCH_INSTRUCTION}
 ${PROMPT_FOOTER}"
      # Use per-PR session file for stateful resumption
      pr_sid_file="${SID_DIR}/pr-${pr_num}.sid"
      # shellcheck disable=SC2034
      SID_FILE="$pr_sid_file"
      # Create worktree if not already set up
      if [ ! -d "$WORKTREE" ]; then
        formula_worktree_setup "$WORKTREE"
      fi
      export CLAUDE_MODEL="sonnet"
      agent_run --worktree "$WORKTREE" "$RESEARCH_PROMPT"
      log "Research + questions posted for PR #${pr_num}, session saved: ${pr_sid_file}"
      # Restore SID_FILE to default
      # shellcheck disable=SC2034  # consumed by agent-sdk.sh
      SID_FILE="/tmp/architect-session-${PROJECT_NAME}.sid"
      ;;
    NONE)
      log "PR #${pr_num} — no response yet, skipping"
      ;;
  esac
 done <<< "$arch_pr_data"
 # ── Preflight: Select vision issues for pitching ──────────────────────────
 # Recalculate open PR count after handling responses (REJECTs reduce count)
 # Re-fetch if we processed any responses (PR count may have changed)
 if [ "$processed_responses" = true ]; then
  open_arch_prs_json=$(curl -sf -H "Authorization: token $FORGE_TOKEN" \
    "${FORGE_API}/repos/${FORGE_OPS_REPO}/pulls?state=open&limit=10" 2>/dev/null) || open_arch_prs_json='[]'
  open_arch_prs=$(printf '%s' "$open_arch_prs_json" | jq '[.[] | select(.title | startswith("architect:"))] | length') || open_arch_prs=0
 fi
 # ── Bash-driven state management: Select vision issues for pitching ───────
 # This logic is also documented in formulas/run-architect.toml preflight step
 # Fetch all data from Forgejo API upfront (bash handles state, not model)
 vision_issues_json=$(fetch_vision_issues)
 open_arch_prs_json=$(fetch_open_architect_prs)
 # Build list of vision issues that already have open architect PRs
 declare -A _arch_vision_issues_with_open_prs
 while IFS= read -r pr_num; do
@ -602,70 +615,126 @@ while IFS= read -r vision_issue; do
  log "Selected vision issue #${vision_issue} for pitching"
 done <<< "$vision_issue_nums"
-# If no issues selected and no responses processed, signal done
+# If no issues selected, decide whether to exit or process responses
 if [ ${#ARCHITECT_TARGET_ISSUES[@]} -eq 0 ]; then
-  if [ "$processed_responses" = true ]; then
+  if [ "${has_responses_to_process:-false}" = "true" ]; then
-    log "No new pitches needed — responses already processed"
+    log "No new pitches needed — responses to process"
    # Fall through to response processing block below
  else
    log "No vision issues available for pitching (all have open PRs, sub-issues, or merged sprint PRs) — signaling PHASE:done"
-  fi
+    # Signal PHASE:done by writing to phase file if it exists
-  # Signal PHASE:done by writing to phase file if it exists
+    if [ -f "/tmp/architect-${PROJECT_NAME}.phase" ]; then
-  if [ -f "/tmp/architect-${PROJECT_NAME}.phase" ]; then
+      echo "PHASE:done" > "/tmp/architect-${PROJECT_NAME}.phase"
-    echo "PHASE:done" > "/tmp/architect-${PROJECT_NAME}.phase"
+    fi
  fi
  if [ ${#ARCHITECT_TARGET_ISSUES[@]} -eq 0 ] && [ "$processed_responses" = false ]; then
    exit 0
  fi
  # If responses were processed but no pitches, still clean up and exit
  if [ ${#ARCHITECT_TARGET_ISSUES[@]} -eq 0 ]; then
    rm -f "$SCRATCH_FILE"
    rm -f "${SCRATCH_FILE_PREFIX}"-*.md
    profile_write_journal "architect-run" "Architect run $(date -u +%Y-%m-%d)" "complete" "" || true
    log "--- Architect run done ---"
    exit 0
  fi
 fi
 log "Selected ${#ARCHITECT_TARGET_ISSUES[@]} vision issue(s) for pitching: ${ARCHITECT_TARGET_ISSUES[*]}"
-# ── Pitch prompt: research + PR creation (model handles pitching only) ────
+# ── Stateless pitch generation and PR creation (bash-driven, no model API calls) ──
-# Architecture Decision: AD-003 — The runtime creates and destroys, the formula preserves.
+# For each target issue:
-build_architect_prompt() {
+#   1. Fetch issue body from Forgejo API (bash)
-  cat <<_PROMPT_EOF_
+#   2. Invoke claude -p with issue body + context (stateless, no API calls)
-You are the architect agent for ${FORGE_REPO}. Work through the formula below.
+#   3. Create PR with pitch content (bash)
 #   4. Post footer comment (bash)
-Your role: strategic decomposition of vision issues into development sprints.
+pitch_count=0
-Propose sprints via PRs on the ops repo.
+for vision_issue in "${ARCHITECT_TARGET_ISSUES[@]}"; do
  log "Processing vision issue #${vision_issue}"
-## Target vision issues for pitching
+  # Fetch vision issue details from Forgejo API (bash, not model)
-${ARCHITECT_TARGET_ISSUES[*]}
+  issue_title=$(get_vision_issue_title "$vision_issue")
  issue_body=$(get_vision_issue_body "$vision_issue")
-## Project context
+  if [ -z "$issue_title" ] || [ -z "$issue_body" ]; then
-${CONTEXT_BLOCK}
+    log "WARNING: failed to fetch vision issue #${vision_issue} details"
-${GRAPH_SECTION}
+    continue
-${SCRATCH_CONTEXT}
+  fi
 $(formula_lessons_block)
 ## Formula
 ${FORMULA_CONTENT}
-${SCRATCH_INSTRUCTION}
+  # Generate pitch via stateless claude -p call (model has no API access)
-${PROMPT_FOOTER}
+  log "Generating pitch for vision issue #${vision_issue}"
-_PROMPT_EOF_
+  pitch=$(generate_pitch "$vision_issue" "$issue_title" "$issue_body") || true
 }
-PROMPT=$(build_architect_prompt)
+  if [ -z "$pitch" ]; then
    log "WARNING: failed to generate pitch for vision issue #${vision_issue}"
    continue
  fi
-# ── Create worktree (if not already set up from design phase) ─────────────
+  # Create sprint PR (bash, not model)
-if [ ! -d "$WORKTREE" ]; then
+  # Use issue number in branch name to avoid collisions across runs
-  formula_worktree_setup "$WORKTREE"
+  branch_name="architect/sprint-vision-${vision_issue}"
  pr_number=$(create_sprint_pr "architect: ${issue_title}" "$pitch" "$branch_name")
  if [ -z "$pr_number" ]; then
    log "WARNING: failed to create PR for vision issue #${vision_issue}"
    continue
  fi
  # Post footer comment
  post_pr_footer "$pr_number"
  # Add in-progress label to vision issue
  add_inprogress_label "$vision_issue"
  pitch_count=$((pitch_count + 1))
  log "Completed pitch for vision issue #${vision_issue} — PR #${pr_number}"
 done
 log "Generated ${pitch_count} sprint pitch(es)"
 # ── Run agent for response processing if needed ───────────────────────────
 # Always process ACCEPT/REJECT responses when present, regardless of new pitches
 if [ "${has_responses_to_process:-false}" = "true" ]; then
  log "Processing ACCEPT/REJECT responses on existing PRs"
  # Check if any PRs have responses that need agent handling
  needs_agent=false
  pr_numbers=$(curl -sf -H "Authorization: token $FORGE_TOKEN" \
    "${FORGE_API}/repos/${FORGE_OPS_REPO}/pulls?state=open&limit=100" 2>/dev/null | jq -r '.[] | select(.title | startswith("architect:")) | .number') || pr_numbers=""
  for pr_num in $pr_numbers; do
    # Check for ACCEPT/REJECT in comments
    comments=$(curl -sf -H "Authorization: token $FORGE_TOKEN" \
      "${FORGE_API}/repos/${FORGE_OPS_REPO}/issues/${pr_num}/comments" 2>/dev/null) || continue
    # Check for review decisions (higher precedence)
    reviews=$(curl -sf -H "Authorization: token $FORGE_TOKEN" \
      "${FORGE_API}/repos/${FORGE_OPS_REPO}/pulls/${pr_num}/reviews" 2>/dev/null) || reviews=""
    # Check for ACCEPT (APPROVED review or ACCEPT comment)
    if printf '%s' "$reviews" | jq -e '.[] | select(.state == "APPROVED")' >/dev/null 2>&1; then
      log "PR #${pr_num} has APPROVED review — needs agent handling"
      needs_agent=true
    elif printf '%s' "$comments" | jq -r '.[].body // empty' | grep -qiE '^[^:]+: *ACCEPT'; then
      log "PR #${pr_num} has ACCEPT comment — needs agent handling"
      needs_agent=true
    elif printf '%s' "$comments" | jq -r '.[].body // empty' | grep -qiE '^[^:]+: *REJECT:'; then
      log "PR #${pr_num} has REJECT comment — needs agent handling"
      needs_agent=true
    fi
  done
  # Run agent only if there are responses to process
  if [ "$needs_agent" = "true" ]; then
    # Determine whether to resume session
    RESUME_ARGS=()
    if detect_questions_phase && [ -f "$SID_FILE" ]; then
      RESUME_SESSION=$(cat "$SID_FILE")
      RESUME_ARGS=(--resume "$RESUME_SESSION")
      log "Resuming session from questions phase run: ${RESUME_SESSION:0:12}..."
    elif ! detect_questions_phase; then
      log "PR not in questions phase — starting fresh session"
    elif [ ! -f "$SID_FILE" ]; then
      log "No session ID found for questions phase — starting fresh session"
    fi
    agent_run "${RESUME_ARGS[@]}" --worktree "$WORKTREE" "$PROMPT"
    log "agent_run complete"
  fi
 fi
-# ── Run agent for pitching ────────────────────────────────────────────────
+# ── Clean up scratch files (legacy single file + per-issue files) ──────────
 export CLAUDE_MODEL="sonnet"
 agent_run --worktree "$WORKTREE" "$PROMPT"
 log "agent_run complete (pitching)"
 # Clean up scratch files (legacy single file + per-issue files)
 rm -f "$SCRATCH_FILE"
 rm -f "${SCRATCH_FILE_PREFIX}"-*.md
--- a/formulas/run-architect.toml
+++ b/formulas/run-architect.toml
@ -3,18 +3,26 @@
 # Executed by architect-run.sh via cron — strategic decomposition of vision
 # issues into development sprints.
 #
-# This formula orchestrates the architect agent's pitching workflow:
+# This formula orchestrates the architect agent's workflow:
-#   Step 1: Preflight — validate prerequisites, select up to 3 target issues
+#   Step 1: Preflight — bash handles state management:
-#   Step 2: Research + pitch — analyze codebase and write sprint pitch (loop over selected issues)
+#            - Fetch open vision issues from Forgejo API
-#   Step 3: Sprint PR creation (one PR per pitch)
+#            - Fetch open architect PRs on ops repo
 #            - Fetch merged architect PRs (already pitched visions)
 #            - Filter: remove visions with open PRs, merged sprints, or sub-issues
 #            - Select up to 3 remaining vision issues for pitching
 #   Step 2: Stateless pitch generation — for each selected issue:
 #            - Invoke claude -p with: vision issue body + codebase context
 #            - Model NEVER calls Forgejo API — only generates pitch markdown
 #            - Bash creates the ops PR with pitch content
 #            - Bash posts the ACCEPT/REJECT footer comment
 #   Step 3: Sprint PR creation with questions (issue #101) (one PR per pitch)
 #   Step 4: Answer parsing + sub-issue filing (issue #102)
 #
-# Design phase (ACCEPT/REJECT handling, questions, answer processing) is
+# Architecture:
-# orchestrated by bash in architect-run.sh — not by this formula.
+# - Bash script (architect-run.sh) handles ALL state management
-# See architect-run.sh for the bash-driven state machine:
+# - Model calls are stateless — no Forgejo API access, no memory between calls
-#   - Bash reads reviews API for ACCEPT/REJECT detection (deterministic)
+# - Dedup is automatic via bash filters (no journal-based memory needed)
-#   - REJECT handled entirely in bash (close PR, delete branch, journal)
+# - Max 3 open architect PRs at any time
 #   - ACCEPT: bash invokes model with human guidance injected
 #   - Answers: bash resumes saved session with answers injected
 #
 # AGENTS.md maintenance is handled by the gardener (#246).
@ -30,19 +38,32 @@ files = ["VISION.md", "AGENTS.md"]
 [[steps]]
 id    = "preflight"
-title = "Preflight: validate prerequisites, select up to 3 target issues"
+title = "Preflight: bash-driven state management and issue selection"
 description = """
-This step is performed by bash in architect-run.sh before the model is invoked.
+This step performs preflight checks and selects up to 3 vision issues for pitching.
 IMPORTANT: All state management is handled by bash (architect-run.sh), NOT the model.
-Bash handles:
+Architecture Decision: Bash-driven orchestration with stateless model calls
-1. Pull latest code from both disinto repo and ops repo
+- The model NEVER calls Forgejo API during pitching
-2. Read prerequisite tree from $OPS_REPO_ROOT/prerequisites.md
+- Bash fetches all data from Forgejo API (vision issues, open PRs, merged PRs)
-3. Fetch open issues labeled 'vision' from Forgejo API
+- Bash filters and deduplicates (no model-level dedup or journal-based memory)
-4. Check for open architect PRs on ops repo
+- For each selected issue, bash invokes stateless claude -p (model only generates pitch)
-5. Process existing PRs via bash-driven design phase (ACCEPT/REJECT/answers)
+- Bash creates PRs and posts footer comments (no model API access)
-6. After handling existing PRs, count remaining open architect PRs
+
-7. Select up to (3 - open_architect_pr_count) vision issues for new pitches
+Bash Actions (in architect-run.sh):
-8. If no vision issues, signal PHASE:done
+1. Fetch open vision issues from Forgejo API: GET /repos/{owner}/{repo}/issues?labels=vision&state=open
 2. Fetch open architect PRs from ops repo: GET /repos/{owner}/{repo}/pulls?state=open
 3. Fetch merged sprint PRs: GET /repos/{owner}/{repo}/pulls?state=closed (filter merged=true)
 4. Filter out visions that:
   - Already have open architect PRs (check PR body for issue number reference)
   - Have in-progress label
   - Have open sub-issues (check for 'Decomposed from #N' pattern)
   - Have merged sprint PRs (decomposition already done)
 5. Select up to (3 - open_architect_pr_count) remaining vision issues
 6. If no issues remain AND no responses to process, signal PHASE:done
 If open architect PRs exist, handle accept/reject responses FIRST (see Capability B below).
 After handling existing PRs, count remaining open architect PRs and calculate pitch_budget.
 ## Multi-pitch selection (up to 3 per run)
@ -71,82 +92,36 @@ Output:
 [[steps]]
 id    = "research_pitch"
-title = "Research + pitch: analyze codebase and write sprint pitches (loop over selected issues)"
+title = "Stateless pitch generation: model generates content, bash creates PRs"
 description = """
-This step performs deep codebase research and writes a sprint pitch for EACH
+IMPORTANT: This step is executed by bash (architect-run.sh) via stateless claude -p calls.
-vision issue in ARCHITECT_TARGET_ISSUES.
+The model NEVER calls Forgejo API — it only reads context and generates pitch markdown.
-For each issue in ARCHITECT_TARGET_ISSUES, perform the following:
+Architecture:
 - Bash orchestrates the loop over ARCHITECT_TARGET_ISSUES
 - For each issue: bash fetches issue body from Forgejo API, then invokes stateless claude -p
 - Model receives: vision issue body + codebase context (VISION.md, AGENTS.md, prerequisites.md)
 - Model outputs: sprint pitch markdown ONLY (no API calls, no side effects)
 - Bash creates the PR and posts the ACCEPT/REJECT footer comment
-Actions:
+For each issue in ARCHITECT_TARGET_ISSUES, bash performs:
-1. Read the codebase deeply:
+1. Fetch vision issue details from Forgejo API:
-   - Read all files mentioned in the issue body
+   - GET /repos/{owner}/{repo}/issues/{issue_number}
-   - Search for existing interfaces that could be reused
+   - Extract: title, body
   - Check what infrastructure already exists
-2. Assess complexity and cost:
+2. Invoke stateless claude -p with prompt:
-   - How many files/subsystems are touched?
+   "Write a sprint pitch for this vision issue. Output only the pitch markdown."
-   - What new infrastructure would need to be maintained after this sprint?
+   Context provided:
-   - What are the risks (breaking changes, security implications, integration complexity)?
+   - Vision issue #N: <title>
-   - Is this mostly gluecode or greenfield?
+   - Vision issue body
   - Project context (VISION.md, AGENTS.md)
   - Codebase context (prerequisites.md, graph section)
   - Formula content
-3. Write sprint pitch to a per-issue scratch file for PR creation step:
+3. Model generates pitch markdown (NO API CALLS):
   - File path: /tmp/architect-{project}-scratch-{issue_number}.md
-# Sprint pitch: <name>
+# Sprint: <sprint-name>
 ## Vision issues
 - #N — <title>
 ## What this enables
 <what the project can do after this sprint that it can't do now>
 ## What exists today
 <current state — infrastructure, interfaces, code that can be reused>
 ## Complexity
 <number of files, subsystems, estimated sub-issues>
 <gluecode vs greenfield ratio>
 ## Risks
 <what could go wrong, what breaks if this is done badly>
 ## Cost — new infra to maintain
 <what ongoing maintenance burden does this sprint add>
 <new services, cron jobs, formulas, agent roles>
 ## Recommendation
 <architect's assessment: worth it / defer / alternative approach>
 IMPORTANT: Do NOT include design forks or questions yet. The pitch is a go/no-go
 decision for the human. Questions come only after acceptance.
 Output:
 - Writes one scratch file per vision issue: /tmp/architect-{project}-scratch-{issue_number}.md
 - Each pitch serves as input for sprint PR creation step
 - If ARCHITECT_TARGET_ISSUES is empty (budget exhausted or no candidates), skip this step
 """
 [[steps]]
 id    = "sprint_pr_creation"
 title = "Sprint PR creation (one PR per pitch)"
 description = """
 This step creates a PR on the ops repo for EACH sprint pitch produced in step 2.
 One PR per vision issue — loop over all scratch files.
 ## Create pitch PRs (from research output)
 For each vision issue in ARCHITECT_TARGET_ISSUES that produced a scratch file
 (/tmp/architect-{project}-scratch-{issue_number}.md):
 1. Create branch `architect/<sprint-slug>` on ops repo via Forgejo API
   - Sprint slug: lowercase, hyphenated version of sprint name
   - Use Forgejo API: POST /repos/{owner}/{repo}/git/branches
 2. Write sprint spec file to sprints/<sprint-slug>.md on the new branch:
 # Sprint: <name>
 ## Vision issues
 - #N — <title>
@ -171,19 +146,86 @@ For each vision issue in ARCHITECT_TARGET_ISSUES that produced a scratch file
 ## Recommendation
 <architect's assessment: worth it / defer / alternative approach>
-3. Create PR on ops repo via Forgejo API:
+IMPORTANT: Do NOT include design forks or questions yet. The pitch is a go/no-go
-   - Title: `architect: <sprint summary>`
+decision for the human. Questions come only after acceptance.
   - Body: **plain markdown text** from the scratch file (pitch content with sections: What this enables, Complexity, Risks, Cost, Recommendation). Preserve newlines as-is — do NOT JSON-encode the body.
   - Base branch: primary branch (main/master)
   - Head branch: architect/<sprint-slug>
   - Footer: "Reply `ACCEPT` to proceed with design questions, or `REJECT: <reason>` to decline."
-4. Add `in-progress` label to the vision issue on the disinto repo:
+4. Bash creates PR:
-   - Look up the `in-progress` label ID via `GET /repos/{owner}/{repo}/labels`
+   - Create branch: architect/sprint-{pitch-number}
-   - Add the label via `POST /repos/{owner}/{repo}/issues/{vision_issue_number}/labels`
+   - Write sprint spec to sprints/{sprint-slug}.md
-     Body: `{"labels": [<in-progress-label-id>]}`
+   - Create PR with pitch content as body
   - Post footer comment: "Reply ACCEPT to proceed with design questions, or REJECT: <reason> to decline."
   - Add in-progress label to vision issue
-5. After creating all PRs, signal PHASE:done
+Output:
 - One PR per vision issue (up to 3 per run)
 - Each PR contains the pitch markdown
 - If ARCHITECT_TARGET_ISSUES is empty, skip this step
 """
 [[steps]]
 id    = "sprint_pr_creation"
 title = "Sprint PR creation with questions (issue #101) — handled by bash"
 description = """
 IMPORTANT: PR creation is handled by bash (architect-run.sh) during the pitch step.
 This step is for documentation only — the actual PR creation happens in research_pitch.
 Architecture:
 - Bash creates PRs during stateless pitch generation (step 2)
 - Model has no role in PR creation — no Forgejo API access
 - This step describes the PR format for reference
 PR Format (created by bash):
 1. Branch: architect/sprint-{pitch-number}
 2. Sprint spec file: sprints/{sprint-slug}.md
   Contains the pitch markdown from the model.
 3. PR via Forgejo API:
   - Title: architect: <sprint summary>
   - Body: plain markdown text from model output
   - Base: main (or PRIMARY_BRANCH)
   - Head: architect/sprint-{pitch-number}
   - Footer comment: "Reply ACCEPT to proceed with design questions, or REJECT: <reason> to decline."
 4. Add in-progress label to vision issue:
   - Look up label ID: GET /repos/{owner}/{repo}/labels
   - Add label: POST /repos/{owner}/{repo}/issues/{issue_number}/labels
 After creating all PRs, signal PHASE:done.
 ## Forgejo API Reference
 All operations use the Forgejo API with Authorization: token ${FORGE_TOKEN} header.
 ### Create branch
 ```
 POST /repos/{owner}/{repo}/branches
 Body: {"new_branch_name": "architect/<sprint-slug>", "old_branch_name": "main"}
 ```
 ### Create/update file
 ```
 PUT /repos/{owner}/{repo}/contents/<path>
 Body: {"message": "sprint: add <sprint-slug>.md", "content": "<base64-encoded-content>", "branch": "architect/<sprint-slug>"}
 ```
 ### Create PR
 ```
 POST /repos/{owner}/{repo}/pulls
 Body: {"title": "architect: <sprint summary>", "body": "<markdown-text>", "head": "architect/<sprint-slug>", "base": "main"}
 ```
 **Important: PR body format**
 - The body field must contain plain markdown text (the raw content from the model)
 - Do NOT JSON-encode or escape the body — pass it as a JSON string value
 - Newlines and markdown formatting (headings, lists, etc.) must be preserved as-is
 ### Add label to issue
 ```
 POST /repos/{owner}/{repo}/issues/{index}/labels
 Body: {"labels": [<label-id>]}
 ```
 ## Forgejo API Reference