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/rpi — Full RPI Lifecycle Orchestrator

Quick Ref: One command, full lifecycle. /discovery → /crank → /validation. Thin wrapper that delegates to phase orchestrators.

YOU MUST EXECUTE THIS WORKFLOW. Do not just describe it.

THREE-PHASE RULE + FULLY AUTONOMOUS. Read references/autonomous-execution.md — it defines the mandatory 3-phase lifecycle, autonomous execution rules, anti-patterns, and phase completion logging. Unless --interactive is set, RPI runs hands-free. Do NOT stop after Phase 2. Do NOT ask the user anything between phases.

Quick Start

/rpi "add user authentication"                        # full lifecycle
/rpi --interactive "add user authentication"          # human gates in discovery only
/rpi --from=discovery "add auth"                      # resume discovery
/rpi --from=implementation ag-23k                      # skip to crank with existing epic
/rpi --from=validation                                 # run validation only
/rpi --loop --max-cycles=3 "add auth"                 # iterate-on-fail loop
/rpi --deep "refactor payment module"                  # force full council ceremony
/rpi --fast-path "fix typo in readme"                  # force lightweight ceremony
/rpi --no-test-first "add auth"                       # opt out of strict-quality

Architecture

/rpi <goal | epic-id> [--from=<phase>] [--interactive] [--deep|--fast-path]
  │
  ├── Step 0: Setup + complexity classification
  │
  ├── Phase 1: /discovery <goal>
  │   └── brainstorm → ao search → research → plan → pre-mortem (gate)
  │   └── Outputs: epic-id, execution-packet.json
  │
  ├── Phase 2: /crank <epic-id>
  │   └── wave-based implementation + validation + rework
  │   └── Gate: DONE → proceed, BLOCKED/PARTIAL → retry (max 3)
  │
  └── Phase 3: /validation <epic-id>
      └── vibe → post-mortem → retro → forge
      └── Gate: PASS/WARN → finish, FAIL → re-crank (max 3)

Phase orchestrators own all sub-skill sequencing, retry gates, and phase budgets. /rpi owns only: setup, complexity classification, phase routing, implementation gate, validation-fail-to-crank loop, and final report.

Execution Steps

Step 0: Setup + Classify

mkdir -p .agents/rpi

Determine starting phase:

• default: discovery
• --from=implementation (aliases: crank) → skip to Phase 2
• --from=validation (aliases: vibe, post-mortem) → skip to Phase 3
• aliases research, plan, pre-mortem, brainstorm map to discovery

Classify complexity:

Complex-operation keywords: refactor, migrate, migration, rewrite, redesign, rearchitect, overhaul, restructure, reorganize, decouple, deprecate, split, ,

Scope keywords: all, entire, across, everywhere, every file, every module, system-wide, global, throughout, codebase

Overrides: --deep forces full. --fast-path forces fast.

Log:

RPI mode: rpi-phased (complexity: <level>)

Initialize state:

rpi_state = {
  goal: "<goal string>",
  epic_id: null,
  phase: "<discovery|implementation|validation>",
  complexity: "<fast|standard|full>",
  test_first: <true by default; false only when --no-test-first>,
  cycle: 1,
  max_cycles: <3 when --loop; overridden by --max-cycles>,
  verdicts: {}
}

Phase 1: Discovery

Delegate to /discovery:

Skill(skill="discovery", args="<goal> [--interactive] --complexity=<level>")

After /discovery completes:

1. Check completion marker: <promise>DONE</promise> or <promise>BLOCKED</promise>
2. If BLOCKED: stop. Discovery handles its own retries (max 3 pre-mortem attempts). Manual intervention needed.
3. If DONE: extract epic-id from .agents/rpi/execution-packet.json
4. Store rpi_state.epic_id and rpi_state.verdicts.pre_mortem
5. Log: PHASE 1 COMPLETE ✓ (discovery) — proceeding to Phase 2

Phase 2: Implementation

Requires rpi_state.epic_id.

Skill(skill="crank", args="<epic-id> [--test-first] [--no-test-first]")

Implementation gate (max 3 attempts):

• <promise>DONE</promise>: proceed to validation
• <promise>BLOCKED</promise>: retry with block context (max 2 retries)
  • Re-invoke /crank with epic-id + block reason
  • If still BLOCKED after 3 total: stop, manual intervention needed
• <promise>PARTIAL</promise>: retry remaining (max 2 retries)
  • Re-invoke /crank with epic-id (picks up unclosed issues)
  • If still PARTIAL after 3 total: stop, manual intervention needed

Record:

ao ratchet record implement 2>/dev/null || true

Log: PHASE 2 COMPLETE ✓ (implementation) — proceeding to Phase 3

DO NOT STOP HERE. Do not ask the user to commit. Do not summarize and wait. Proceed IMMEDIATELY to Phase 3. Implementation without validation is incomplete work — the flywheel does not turn, learnings are not captured, and quality is unverified.

Phase 3: Validation

Skip if: complexity == fast (fast-path runs discovery + crank only).

MANDATORY forstandard and full complexity. This is not optional. /validation is the Phase 3 orchestrator — it wraps /vibe + /post-mortem + /retro + /forge. Do NOT call /vibe directly from /rpi — call /validation which handles the full sequence.

Skill(skill="validation", args="<epic-id> --complexity=<level>")

Validation-to-crank loop (max 3 total attempts):

• <promise>DONE</promise>: finish RPI
• <promise>FAIL</promise>: vibe found defects
  1. Extract findings from validation output
  2. Re-invoke /crank with epic-id + findings context (preserve --test-first / --no-test-first from original invocation)
  3. Re-invoke /validation
  4. If still FAIL after 3 total: stop, manual intervention needed

Record:

ao ratchet record vibe 2>/dev/null || true

Log: PHASE 3 COMPLETE ✓ (validation) — RPI DONE

Step Final: Report + Loop

Report: Summarize all phase verdicts and epic status.

Optional loop (--loop): If validation verdict is FAIL and cycle < max_cycles:

1. Extract 3 concrete fixes from the post-mortem report
2. Increment rpi_state.cycle
3. Re-invoke /rpi from discovery with a tightened goal
4. PASS/WARN stops the loop

Optional spawn-next (--spawn-next): After PASS/WARN finish:

1. Read .agents/rpi/next-work.jsonl for harvested follow-up items
2. Report with suggested next /rpi command
3. Do NOT auto-invoke

Read references/report-template.md for full output format. Read references/error-handling.md for failure semantics.

Flags

Phase Data Contracts

All transitions use filesystem artifacts (no in-memory coupling). The execution packet (.agents/rpi/execution-packet.json) carries contract_surfaces (repo execution profile), done_criteria, and queue claim/finalize metadata between phases. Sub-skills include /plan, /vibe, /post-mortem, and /pre-mortem. For detailed contract schemas, read references/phase-data-contracts.md.

Complexity-Scaled Council Gates

Phase 3: Pre-mortem

• complexity == "low" or complexity == "fast": inline review, no spawning (--quick)
• complexity == "medium" or complexity == "standard": inline fast default (--quick)
• complexity == "high" or complexity == "full": full council, 2-judge minimum; retry gate: max 3 total attempts

Phase 5: Final Vibe

• complexity == "low" or complexity == "fast": inline review, no spawning (--quick)
• complexity == "medium" or complexity == "standard": inline fast default (--quick)
• complexity == "high" or complexity == "full": full council, 2-judge minimum; retry gate: max 3 total attempts

Phase 6: Post-mortem (STEP 2)

• complexity == "low" or complexity == "fast": inline review, no spawning (--quick)
• complexity == "medium" or complexity == "standard": inline fast default (--quick)
• complexity == "high" or complexity == "full": full council, 2-judge minimum; retry gate: max 3 total attempts

Examples

Read references/examples.md for full lifecycle, resume, and interactive examples.

Troubleshooting

Read references/troubleshooting.md for common problems and solutions.

See also: discovery, crank, validation

Reference Documents

• references/complexity-scaling.md
• references/context-windowing.md
• references/gate-retry-logic.md
• references/gate4-loop-and-spawn.md
• references/phase-budgets.md
• references/phase-data-contracts.md
• references/report-template.md
• references/error-handling.md
• references/examples.md
• references/autonomous-execution.md
• references/troubleshooting.md

Weekly Installs

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Repository

boshu2/agentops

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First Seen

Feb 9, 2026

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