0xhoneyjar/.claude/skills/simstim-workflow

Simstim - HITL Accelerated Development Workflow

<objective> Orchestrate the complete Loa development cycle (PRD → SDD → Sprint → Implementation) with integrated Flatline Protocol reviews at each stage. Human drives planning phases interactively while HIGH_CONSENSUS findings auto-integrate.

"Experience the AI's work while maintaining your own consciousness." — Gibson, Neuromancer </objective>

<input_guardrails>

• PII filter: enabled
• Injection detection: enabled
• Danger level: moderate (orchestration, not direct execution) </input_guardrails>

<constraints> ## Plan Mode Prevention

This skill manages its own 8-phase workflow. DO NOT use Claude Code's native Plan Mode.

CRITICAL RULES:

1. NEVER call EnterPlanMode — simstim phases ARE the plan
2. NEVER jump to implementation after any user confirmation
3. Each phase MUST complete sequentially: 0→1→2→3→4→5→6→6.5→7→8
4. User approvals within phases are for THAT PHASE ONLY
5. Only Phase 7 (IMPLEMENTATION) involves writing application code

Why this matters:

• Plan Mode collapses the workflow into "plan → implement"
• This skips DISCOVERY (no PRD), ARCHITECTURE (no SDD), and PLANNING (no sprint)
• Quality artifacts are never created
• Users report confusion (#192)

Correct behavior:

• User says: /simstim I want to build authentication
• You respond: [1/8] DISCOVERY - Let me ask you some questions...
• NOT: Enter Plan Mode and write a plan

If you feel the urge to plan: You're already IN a planning workflow. Follow the phases.

Implementation Phase Enforcement

6. Phase 7 MUST invoke /run sprint-plan — NEVER implement code directly
7. If /run sprint-plan fails or is unavailable, HALT and inform the user — do NOT fall back to direct implementation
8. Use br commands for task lifecycle, NOT TaskCreate/TaskUpdate
9. If sprint plan exists but no beads tasks are created, create them FIRST using br create before invoking /run

Why this matters:

• PR #216 was rolled back because Phase 7 bypassed /run sprint-plan
• Direct implementation skips the review→audit cycle loop
• TaskCreate tasks are invisible to beads and cross-session recovery </constraints>

<context> You are executing the /simstim command, a HITL (Human-In-The-Loop) workflow that chains: 1. PRD creation with Flatline review 2. SDD creation with Flatline review 3. Sprint planning with Flatline review 4. Autonomous implementation via /run sprint-plan

This is NOT /autonomous - you interact with the human throughout planning phases. State is tracked in .run/simstim-state.json for resume capability. </context>

---

Workflow Execution

<preflight> ### Phase 0: PREFLIGHT [0/8]

Display: [0/8] PREFLIGHT - Validating configuration...

1. Check configuration:

   result=$(.claude/scripts/simstim-orchestrator.sh --preflight ${DRY_RUN:+--dry-run} ${FROM:+--from "$FROM"} ${RESUME:+--resume} ${ABORT:+--abort})
   

2. Handle preflight result:

   • Exit code 0: Continue to appropriate phase
   • Exit code 1: Display error, stop
   • Exit code 2: State conflict - ask user: [R]esume / [F]resh / [A]bort
   • Exit code 3: Missing prerequisite - display what's needed

3. If --dry-run: Display planned phases and exit

4. If --abort: Confirm cleanup and exit

5. If --resume: Jump to <resume_support> section

6. Otherwise: Continue to Phase 1 or specified --from phase </preflight>

---

<phase_1_discovery>

Phase 1: DISCOVERY [1/8]

Display: [1/8] DISCOVERY - Creating Product Requirements Document...

Update state: simstim-orchestrator.sh --update-phase discovery in_progress

Guide the user through PRD creation:

1. Ask about the project/feature they want to build
2. Clarify goals, success metrics, and non-goals
3. Identify users and stakeholders
4. Gather functional requirements
5. Discuss technical constraints
6. Document risks and dependencies

Create PRD at grimoires/loa/prd.md following standard PRD structure.

Artifact completion detection:

• File exists: test -f grimoires/loa/prd.md
• Size check: File > 500 bytes
• Header validation: Contains "Product Requirements Document" or "PRD"

Once complete:

.claude/scripts/simstim-orchestrator.sh --update-phase discovery completed
.claude/scripts/simstim-state.sh add-artifact prd grimoires/loa/prd.md

Proceed to Phase 2. </phase_1_discovery>

---

<phase_2_flatline_prd>

Phase 2: FLATLINE PRD REVIEW [2/8]

Display: [2/8] FLATLINE PRD - Multi-model adversarial review...

Update state: simstim-orchestrator.sh --update-phase flatline_prd in_progress

1. Run Flatline Protocol:

   result=$(.claude/scripts/flatline-orchestrator.sh --doc grimoires/loa/prd.md --phase prd --mode hitl --json)
   

2. Process results in HITL mode:

   • HIGH_CONSENSUS (both models >700): Auto-integrate without prompting
   • DISPUTED (delta >300): Present to user with options [Accept/Reject/Skip]
   • BLOCKER (skeptic concern >700): Present to user with options [Override with rationale/Reject/Defer]
   • LOW_VALUE (both <400): Skip silently

3. For each DISPUTED item, ask user:

   DISPUTED: [suggestion]
   GPT scored [X], Opus scored [Y]
   [A]ccept / [R]eject / [S]kip?
   

4. For each BLOCKER item, ask user:

   BLOCKER: [concern]
   Severity: [score]
   [O]verride (requires rationale) / [R]eject / [D]efer?
   

   BLOCKER Override Handling:

   • If Override: REQUIRE user to provide rationale
   • Log override to trajectory:

     .claude/scripts/simstim-orchestrator.sh --log-blocker-override \
         --blocker-id "[id]" \
         --decision "override" \
         --rationale "[user rationale]"
     

   • If Reject: Mark blocker as rejected, continue to next
   • If Defer: Add to deferred list in state for post-implementation review

5. Update state with metrics:

   .claude/scripts/simstim-orchestrator.sh --update-flatline-metrics prd [integrated] [disputed] [blockers]
   .claude/scripts/simstim-orchestrator.sh --update-phase flatline_prd completed
   

Skip if Flatline unavailable: Log warning, continue to Phase 3.

Proceed to Phase 3. </phase_2_flatline_prd>

---

<phase_3_architecture>

Phase 3: ARCHITECTURE [3/8]

Display: [3/8] ARCHITECTURE - Creating Software Design Document...

Update state: simstim-orchestrator.sh --update-phase architecture in_progress

Guide the user through SDD creation:

1. Review PRD requirements
2. Design system architecture (components, data flow)
3. Select technology stack with justification
4. Design data models and schemas
5. Define API contracts
6. Plan security architecture
7. Consider scalability and performance

Create SDD at grimoires/loa/sdd.md following standard SDD structure.

Artifact completion detection:

• File exists: test -f grimoires/loa/sdd.md
• Size check: File > 500 bytes
• Header validation: Contains "Software Design Document" or "SDD"

Once complete:

.claude/scripts/simstim-orchestrator.sh --update-phase architecture completed
.claude/scripts/simstim-state.sh add-artifact sdd grimoires/loa/sdd.md

Proceed to Phase 4. </phase_3_architecture>

---

<phase_4_flatline_sdd>

Phase 4: FLATLINE SDD REVIEW [4/8]

Display: [4/8] FLATLINE SDD - Multi-model adversarial review...

Update state: simstim-orchestrator.sh --update-phase flatline_sdd in_progress

Follow same HITL process as Phase 2, but for SDD:

result=$(.claude/scripts/flatline-orchestrator.sh --doc grimoires/loa/sdd.md --phase sdd --mode hitl --json)

Process HIGH_CONSENSUS, DISPUTED, BLOCKER items as in Phase 2.

Update state:

.claude/scripts/simstim-orchestrator.sh --update-flatline-metrics sdd [integrated] [disputed] [blockers]
.claude/scripts/simstim-orchestrator.sh --update-phase flatline_sdd completed

Proceed to Phase 5. </phase_4_flatline_sdd>

---

<phase_5_planning>

Phase 5: PLANNING [5/8]

Display: [5/8] PLANNING - Creating Sprint Plan...

Update state: simstim-orchestrator.sh --update-phase planning in_progress

Guide the user through sprint planning:

1. Review PRD and SDD
2. Break down work into sprints
3. Define tasks with acceptance criteria
4. Estimate complexity and effort
5. Identify dependencies between tasks
6. Set verification criteria per sprint

Create sprint plan at grimoires/loa/sprint.md following standard format.

Artifact completion detection:

• File exists: test -f grimoires/loa/sprint.md
• Size check: File > 500 bytes
• Header validation: Contains "Sprint Plan"

Once complete:

.claude/scripts/simstim-orchestrator.sh --update-phase planning completed
.claude/scripts/simstim-state.sh add-artifact sprint grimoires/loa/sprint.md

Proceed to Phase 6. </phase_5_planning>

---

<phase_6_flatline_sprint>

Phase 6: FLATLINE SPRINT REVIEW [6/8]

Display: [6/8] FLATLINE SPRINT - Multi-model adversarial review...

Update state: simstim-orchestrator.sh --update-phase flatline_sprint in_progress

Follow same HITL process as Phase 2, but for sprint plan:

result=$(.claude/scripts/flatline-orchestrator.sh --doc grimoires/loa/sprint.md --phase sprint --mode hitl --json)

Process HIGH_CONSENSUS, DISPUTED, BLOCKER items as in Phase 2.

Update state:

.claude/scripts/simstim-orchestrator.sh --update-flatline-metrics sprint [integrated] [disputed] [blockers]
.claude/scripts/simstim-orchestrator.sh --update-phase flatline_sprint completed

Proceed to Phase 7. </phase_6_flatline_sprint>

---

<phase_7_implementation>

Phase 7: IMPLEMENTATION [7/8]

Display: [7/8] IMPLEMENTATION - Handing off to autonomous execution...

Update state: simstim-orchestrator.sh --update-phase implementation in_progress

Pre-Implementation Verification

Before invoking /run sprint-plan, verify:

1. Sprint plan exists: grimoires/loa/sprint.md is present and was generated this cycle
2. Beads tasks created: If beads is HEALTHY, sprint tasks exist in beads (br list shows tasks)
3. No stale feedback: Check auditor-sprint-feedback.md and engineer-feedback.md — address any findings first
4. Feature branch: Not on main or other protected branch

If any check fails, report the issue to the user instead of proceeding.

CRITICAL: Do NOT implement directly. Do NOT use /implement without /run. The /run command wraps /implement with the review→audit cycle and circuit breaker.

Handoff to /run sprint-plan:

This phase delegates to the run-mode skill for autonomous implementation.

1. Inform user:

   Ready to begin autonomous implementation.
   This will execute all sprints and create a draft PR.
   
   Continue? [Y/n]
   

2. Set plan_id reference (v1.28.0):

   .claude/scripts/simstim-orchestrator.sh --set-expected-plan-id
   

   This stores the expected plan_id for state correlation after run-mode completes.

3. Invoke /run sprint-plan:

   • Run-mode takes over the conversation
   • Creates its own state at .run/sprint-plan-state.json
   • Implements all sprints autonomously
   • Creates draft PR when complete

4. Sync run-mode state (v1.28.0):

   sync_result=$(.claude/scripts/simstim-orchestrator.sh --sync-run-mode)
   

   This synchronizes run-mode completion state back to simstim state atomically.

   Check sync result:

   • If synced: true: State successfully synchronized
   • If synced: false, reason: plan_id_mismatch: Stale run-mode state detected, do NOT proceed
   • If synced: false, reason: stale_timestamp: Run-mode state too old, do NOT proceed
   • If synced: false, reason: no_run_mode_state: Run-mode didn't complete, check manually

5. Check synchronized state:

   • If simstim state = "COMPLETED": Implementation complete (no post-PR validation)
   • If simstim state = "AWAITING_HITL": Post-PR validation complete, proceed to Phase 8
   • If simstim state = "HALTED": Mark as "incomplete", inform user of /run-resume
   • If simstim state = "SYNC_FAILED": Sync failed after max attempts, use --force-phase to bypass

6. Update simstim state (if sync didn't already):

   .claude/scripts/simstim-orchestrator.sh --update-phase implementation [completed|incomplete]
   

Recovery: Force Phase (v1.28.0):

If sync fails repeatedly (after 3 attempts), use the escape hatch:

.claude/scripts/simstim-orchestrator.sh --force-phase complete --yes

⚠️ WARNING: This bypasses validation. Only use as last resort when you've verified implementation is actually complete.

Proceed to Phase 7.5 (if post-PR validation ran) or Phase 8. </phase_7_implementation>

---

<phase_7_5_post_pr_validation>

Phase 7.5: POST-PR VALIDATION [7.5/8] (v1.25.0)

Display: [7.5/8] POST-PR VALIDATION - Fresh-eyes review...

This phase runs automatically via post-pr-orchestrator.sh when post_pr_validation.enabled: true.

The post-PR validation loop includes:

1. POST_PR_AUDIT: Consolidated audit on PR changes

   • Auto-fixable issues enter fix loop (max 5 iterations)
   • Circuit breaker: same finding 3x = escalate
   • Creates .PR-AUDITED marker

2. CONTEXT_CLEAR: Checkpoint and fresh context

   • Saves checkpoint to NOTES.md Session Continuity
   • Logs to trajectory JSONL
   • Displays instructions:

     To continue with fresh-eyes E2E testing:
       1. Run: /clear
       2. Run: /simstim --resume
     

3. E2E_TESTING: Fresh-eyes testing

   • Runs build and tests with clean context
   • Fix loop for failures (max 3 iterations)
   • Circuit breaker: same failure 2x = escalate
   • Creates .PR-E2E-PASSED marker

4. FLATLINE_PR (optional): Multi-model PR review

   • Runs if flatline_review.enabled: true
   • Cost: ~$1.50
   • Uses HITL mode (blockers prompt user, not auto-halt)
   • Creates .PR-VALIDATED marker

Resume from context clear:

When user runs /simstim --resume after context clear:

# Check post-PR state
current_phase=$(post-pr-state.sh get state)
if [[ "$current_phase" == "CONTEXT_CLEAR" ]]; then
  # Continue from E2E_TESTING
  post-pr-orchestrator.sh --resume --pr-url "$PR_URL"
fi

Final states:

• READY_FOR_HITL: All validations passed, PR ready for human review
• HALTED: Validation failed, check halt_reason field

</phase_7_5_post_pr_validation>

---

<phase_complete>

Phase 8: COMPLETE [8/8]

Display: [8/8] COMPLETE - Workflow finished!

1. Generate Flatline summary:

   Flatline Summary:
   - PRD: [N] integrated, [M] disputed, [K] blockers
   - SDD: [N] integrated, [M] disputed, [K] blockers
   - Sprint: [N] integrated, [M] disputed, [K] blockers
   Total: [X] integrated, [Y] disputed, [Z] blockers
   

2. Display PR URL from run-mode (if available)

3. Update final state:

   .claude/scripts/simstim-orchestrator.sh --complete
   

4. Display completion message:

   Simstim workflow complete!
   
   Artifacts created:
   - grimoires/loa/prd.md
   - grimoires/loa/sdd.md
   - grimoires/loa/sprint.md
   
   PR: [URL]
   
   Use /simstim --abort to clean up state file.
   

   </phase_complete>

---

Error Handling

<error_handling>

On Skill/Phase Failure

If any phase fails unexpectedly:

1. Log error to trajectory

2. Present options to user:

   Phase [X] encountered an error: [message]
   
   [R]etry - Attempt phase again
   [S]kip - Mark as skipped, continue (may cause issues)
   [A]bort - Save state and exit
   

3. Handle choice:

   • Retry: Reset phase to in_progress, re-execute
   • Skip: Mark phase as "skipped", continue to next
     • Note: Cannot skip Phase 1 (PRD needed for SDD)
     • Note: Cannot skip Phase 3 (SDD needed for Sprint)
   • Abort: Mark workflow as "interrupted", save state, exit

On Flatline Timeout

If Flatline API times out (>120s):

1. Log warning to trajectory
2. Mark flatline phase as "skipped"
3. Continue to next planning phase
4. Inform user: "Flatline review skipped due to timeout"

On Interrupt (Ctrl+C)

The orchestrator script traps SIGINT:

1. Save current state immediately
2. Mark workflow as "interrupted"
3. Display: "Workflow interrupted. Run /simstim --resume to continue." </error_handling>

---

Resume Support

<resume_support>

Resuming from Interruption

When --resume flag is provided:

Step 1: Validate State File Exists

if [[ ! -f .run/simstim-state.json ]]; then
    error "No state file found. Cannot resume."
    error "Use /simstim to start a new workflow."
    exit 1
fi

Step 2: Check Schema Version

.claude/scripts/simstim-state.sh check-version

If version mismatch, migration is attempted automatically.

Step 3: Load State and Determine Resume Point

# Get current state
state=$(.claude/scripts/simstim-state.sh get state)
phase=$(.claude/scripts/simstim-state.sh get phase)

# Find first incomplete phase
incomplete_phase=$(jq -r '.phases | to_entries | map(select(.value == "in_progress" or .value == "pending")) | .[0].key // "complete"' .run/simstim-state.json)

Step 4: Validate Artifact Checksums

drift=$(.claude/scripts/simstim-state.sh validate-artifacts)
valid=$(echo "$drift" | jq -r '.valid')

Step 5: Handle Artifact Drift If drift detected (valid == false), present options to user:

For each modified artifact:

⚠️ Artifact drift detected:

[artifact_name] (path/to/file.md)
  Expected: sha256:abc123...
  Actual:   sha256:def456...

This file was modified since the last session.

[R]e-review with Flatline - Run Flatline Protocol again on this artifact
[C]ontinue - Keep changes, skip re-review (may miss quality issues)
[A]bort - Stop workflow, keep current state

User choices:

• Re-review: Roll back to the Flatline review phase for that artifact
• Continue: Update stored checksum, proceed from current phase
• Abort: Exit immediately, state preserved

Step 6: Display Resume Summary

════════════════════════════════════════════════════════════
     Resuming Simstim Workflow
════════════════════════════════════════════════════════════

Simstim ID: simstim-20260203-abc123
Started: 2026-02-03T10:00:00Z
Last Activity: 2026-02-03T11:30:00Z

Completed Phases:
  ✓ PREFLIGHT
  ✓ DISCOVERY (PRD created)
  ✓ FLATLINE PRD (3 integrated, 1 disputed)
  ✓ ARCHITECTURE (SDD created)

Resuming from: FLATLINE SDD

════════════════════════════════════════════════════════════

Step 7: Jump to Resume Phase Based on incomplete_phase, jump to the appropriate phase section:

• discovery → Phase 1
• flatline_prd → Phase 2
• architecture → Phase 3
• flatline_sdd → Phase 4
• planning → Phase 5
• flatline_sprint → Phase 6
• implementation → Phase 7
• complete → Phase 8 (already done)

Session Restart Handling

If Claude session times out and user returns to a new session:

1. State file is the source of truth

   • .run/simstim-state.json persists across sessions
   • Contains all progress, artifact checksums, Flatline metrics

2. SKILL.md is loaded fresh

   • New session has no context of previous work
   • Must read state file to restore context

3. User invokes /simstim --resume

   • Preflight validates state file exists
   • Schema version checked (migrate if needed)
   • Artifact drift validated
   • Workflow resumes from saved phase

4. Artifacts contain all work

   • grimoires/loa/prd.md - PRD content
   • grimoires/loa/sdd.md - SDD content
   • grimoires/loa/sprint.md - Sprint plan

5. Flatline metrics preserved

   • State file records integrated/disputed/blocker counts
   • Blocker override decisions with rationale preserved

Handling 'incomplete' Status

When run-mode encounters a circuit breaker scenario (max cycles, timeout, etc.):

.claude/scripts/simstim-state.sh update-phase implementation incomplete

On resume:

1. Check if implementation phase is incomplete
2. Inform user: "Previous implementation attempt incomplete. Continuing..."
3. Invoke /run-resume instead of fresh /run sprint-plan

Handling State Sync Issues (v1.28.0)

When state sync fails (plan_id mismatch, stale timestamp, etc.):

Automatic Detection on Resume: The preflight phase automatically detects when implementation completed but simstim state wasn't updated (e.g., due to context compaction). It validates:

• Plan ID correlation between simstim and run-mode state
• Timestamp staleness (rejects state older than 24 hours)
• Run-mode terminal state (JACKED_OUT, READY_FOR_HITL, HALTED)

SYNC_FAILED State: After 3 failed sync attempts, simstim enters SYNC_FAILED state. Recovery options:

1. Investigate: Check .run/sprint-plan-state.json manually
2. Force bypass: Use escape hatch if implementation is verified complete:

   .claude/scripts/simstim-orchestrator.sh --force-phase complete --yes
   

   ⚠️ WARNING: Only use after manually verifying implementation is complete

AWAITING_HITL State: When run-mode returns READY_FOR_HITL (post-PR validation requested human review):

1. Simstim state is set to AWAITING_HITL
2. Phase 8 displays PR URL and prompts for HITL review
3. After review, workflow completes normally </resume_support>

---

Flags Reference

| Flag | Description | Mutual Exclusivity | | ---------------- | ------------------------------------------------------------------------- | ---------------------------- | | --from <phase> | Start from specific phase (plan-and-analyze, architect, sprint-plan, run) | Cannot use with --resume | | --resume | Continue from interruption | Cannot use with --from | | --abort | Clean up state and exit | Takes precedence over others | | --dry-run | Show planned phases without executing | Can combine with any |

---

Configuration

Requires in .loa.config.yaml:

simstim:
  enabled: true

Full configuration reference: See SDD Section 8.3