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Get Started Free →Single-tick autonomous build-loop conductor for host drivers (/loop, /goal). Each invocation advances exactly ONE ready spec by ONE pipeline stage (plan, plan-review, work, qa [opt-in, gated on pipeline.qa==on], make-pr) and ends with a terminal PILOT_VERDICT line for the driver to read. Triggers on /flow-next:pilot, optionally with --spec <id>, --dry-run, --review=<backend>, --research=<grep|rp>, --depth=<level>. Autonomous by design — never asks the user questions; reports NEEDS_HUMAN instead.
.claude/skills/gmickel-flow-next-pilot/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-06 | ✗→✓ | ▲ Improved | 997% | 0% |
| case-04 | ✗→✓ | ▲ Improved | 379% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 813% | 0% |
| case-11 | ✗→✓ | ▲ Improved | 197% | 0% |
| case-12 | ✗→✓ | ▲ Improved | 149% | 0% |
A tick is one invocation of /flow-next:pilot: select one ready spec, classify its current stage (plan, plan-review, work, the opt-in qa, make-pr), dispatch exactly one existing stage skill, verify state advanced, and end with one terminal PILOT_VERDICT line. It is intentionally not a runner; /loop in Claude Code or /goal in Claude Code / Codex owns repeated invocation.
Pilot and Ralph are alternative autonomous drivers. Ralph is an external shell loop with receipt plumbing; pilot is an in-session conductor for host loop primitives. Never nest them, and never reuse Ralph harness state inside pilot.
Human judgment lives before pilot: the spec content, depends_on_epics, and the fn-58 ready gate are the consent boundary. Pilot executes the mechanical pipeline one stage at a time, with ambiguity reported as NEEDS_HUMAN.
Chart is optional pre-capture discovery - never a pilot pipeline stage. Pilot never advances a chart tick. Optional unattended chart driving (host /loop on /flow-next:chart) stops terminally at attended decisions (CHART_VERDICT=NEEDS_HUMAN) - pilot does not absorb or continue that work. Capture, interview, and chart stay human-gated upstream of the ready consent boundary.
CRITICAL: flowctl is BUNDLED — NOT installed globally. which flowctl will fail (expected). Define once; subsequent blocks (here and in workflow.md) use $FLOWCTL. Subagents that run in fresh context fall back to the repo-local copy:
bashFLOWCTL="${CODEX_HOME:-$HOME/.codex}/scripts/flowctl" [ -x "$FLOWCTL" ] || FLOWCTL="<plugin-root>/scripts/flowctl" # <plugin-root> = the directory two levels above this skill's SKILL.md file (the harness gave you that file's absolute path when the skill loaded); substitute it literally [ -x "$FLOWCTL" ] || FLOWCTL=".flow/bin/flowctl"
Cold session / tick start: $FLOWCTL brief first for session-scope orientation (one budgeted call).
Run these guards before selection, ledger writes, branch changes, or skill dispatch.
bashif [[ -n "${FLOW_RALPH:-}" || -n "${REVIEW_RECEIPT_PATH:-}" ]]; then echo "Ralph and pilot are alternative drivers — never nest them" >&2 echo 'PILOT_VERDICT=NEEDS_HUMAN spec=- stage=- reason="nested under Ralph harness (FLOW_RALPH/REVIEW_RECEIPT_PATH set) — refuse to run"' exit 1 fi if git status --porcelain | grep -v '^.. \.flow/' >/dev/null; then echo 'PILOT_VERDICT=NEEDS_HUMAN spec=- stage=- reason="dirty working tree at tick start"' exit 0 fi
Dirty tree means dirty outside .flow/; pilot leaves state untouched. No cleanup, no claim reset, no strike.
Parse $ARGUMENTS for the scope lock, dry-run switch, and passthroughs. Unknown flags warn to stderr and are ignored. Defaults are research=grep, depth=short, and review resolved later via $FLOWCTL review-backend.
The loop handles both --flag=value and space-separated --flag value forms directly via a PREV token holder. It deliberately avoids bash positional parameters (shift-based parsing) — the host's argument interpolation rewrites positional tokens inside skill code blocks, which corrupts a case-on-positionals parse (observed live in the 1.13.0 dogfood).
bashRAW_ARGS="$ARGUMENTS" PILOT_SPEC="" PILOT_DRY_RUN=0 PILOT_REVIEW="" PILOT_RESEARCH="grep" PILOT_DEPTH="short" PILOT_BACKLOG_OVERRIDE="" # "" = use config; "1" = force backlog (--backlog/--auto) PREV="" for ARG in $RAW_ARGS; do case "$PREV" in --spec) PILOT_SPEC="$ARG"; PREV=""; continue ;; --review) PILOT_REVIEW="$ARG"; PREV=""; continue ;; --research) PILOT_RESEARCH="$ARG"; PREV=""; continue ;; --depth) PILOT_DEPTH="$ARG"; PREV=""; continue ;; esac case "$ARG" in --spec|--review|--research|--depth) PREV="$ARG" ;; --spec=*) PILOT_SPEC="${ARG#--spec=}" ;; --dry-run) PILOT_DRY_RUN=1 ;; --backlog|--auto) PILOT_BACKLOG_OVERRIDE=1 ;; --review=*) PILOT_REVIEW="${ARG#--review=}" ;; --research=*) PILOT_RESEARCH="${ARG#--research=}" ;; --depth=*) PILOT_DEPTH="${ARG#--depth=}" ;; -*) echo "Unknown flag: $ARG (ignored by /flow-next:pilot)" >&2 ;; *) echo "Unknown argument: $ARG (ignored by /flow-next:pilot)" >&2 ;; esac done [[ -n "$PREV" ]] && echo "Flag $PREV given without a value (ignored by /flow-next:pilot)" >&2 export PILOT_SPEC PILOT_DRY_RUN PILOT_REVIEW PILOT_RESEARCH PILOT_DEPTH PILOT_BACKLOG_OVERRIDE
No branch flag exists in v1. Branch resolution is pilot-owned from the selected spec's branch_name.
Resolve PILOT_AUTONOMY once, here, so every downstream block keys off a single value. This block also captures the tick's ROOT CONFIG SNAPSHOT (fn-110) — the ONLY config get invocation across all pilot files (SKILL.md, workflow.md, references/backlog-mode.md): workflow.md's pipeline.qa probe and the pilot.gateClasses reads derive from the snapshot file via jq, never a second config call. The gate is a strict scalar string-enum — backlog mode activates only on the literal backlog (config pilot.autonomy), or when the per-run --backlog / --auto flag forced the override. Any other config value (ready, null, a coerced bool true, a typo) leaves pilot in ready mode — byte-for-byte unchanged behavior (the references/backlog-mode.md file is never even read):
bash# Root config snapshot: {"key":null,"value":{<merged config>}}. Persisted to a file # because bash vars do not survive across prompt turns; later fences RECOMPUTE this # same deterministic repo-hash-keyed path and jq it. The path lives under # ${TMPDIR} — NEVER under repo-controlled .flow/tmp (autonomous symlink safety: # a committed symlink must not redirect this write out of tree) — so a dry-run # tick mutates nothing inside the repo; dry-run terminals also `rm -f` this # snapshot (workflow.md), leaving no persistent scratch state. On capture # FAILURE remove the file — # downstream jq reads then error, which keeps the pipeline.qa probe's fail-open # contract (probe error ⇒ ACTIVE) intact. PILOT_CFG_SNAPSHOT="${TMPDIR:-/tmp}/flow-pilot-config-$(git rev-parse --show-toplevel 2>/dev/null | cksum | cut -d' ' -f1).json" rm -f "$PILOT_CFG_SNAPSHOT" 2>/dev/null # drop any stale/planted file (incl. a symlinked leaf) before the fresh write $FLOWCTL config get --json > "$PILOT_CFG_SNAPSHOT" 2>/dev/null \ || rm -f "$PILOT_CFG_SNAPSHOT" PILOT_AUTONOMY="$(jq -r '.value.pilot.autonomy' "$PILOT_CFG_SNAPSHOT" 2>/dev/null)" if [ "$PILOT_BACKLOG_OVERRIDE" = "1" ]; then PILOT_AUTONOMY="backlog" # --backlog / --auto forces backlog this run elif [ "$PILOT_AUTONOMY" != "backlog" ]; then PILOT_AUTONOMY="ready" # ONLY the literal `backlog` enables — never bool true / typos / null fi export PILOT_AUTONOMY
When PILOT_AUTONOMY=ready (the default), pilot behaves exactly as documented in workflow.md Phases 1–6 — no backlog-mode code path runs and references/backlog-mode.md is not loaded. When PILOT_AUTONOMY=backlog, read references/backlog-mode.md top to bottom, execute its backlog-only setup, then continue with workflow.md Phase 1. The reference owns the backlog-only verdict extension plus SELECT/TRIAGE/ASK context; workflow.md keeps the enforcing guards and action sites.
The /goal validator is transcript-blind: it reads conversation output only and never runs tools. Every tick therefore echoes its verification evidence into the output: flowctl status fields, task counts, task status transitions, and the gh-confirmed PR URL for make-pr.
Every tick ends with exactly one terminal line, the last line of the response, with nothing after it. The common ready-mode grammar is:
textPILOT_VERDICT=<ADVANCED|NO_WORK|DEFERRED_TO_LAND|BLOCKED|NEEDS_HUMAN> spec=<id> stage=<stage> reason="<one line>"
Use spec=- and stage=- when no spec was selected. Stage values are exactly plan, plan-review, work, qa (opt-in — only when pipeline.qa==on), make-pr, land, or -.
Dry-run snapshot cleanup. Under --dry-run (PILOT_DRY_RUN=1), at EVERY terminal PILOT_VERDICT emission — the classification stop, the diagnostic TRIAGED exit, every NO_WORK / DEFERRED_TO_LAND / hard-guard exit — remove the root config snapshot BEFORE printing the verdict, so a dry-run leaves no persistent scratch state:
bashrm -f "${TMPDIR:-/tmp}/flow-pilot-config-$(git rev-parse --show-toplevel 2>/dev/null | cksum | cut -d' ' -f1).json"
Recompute the path exactly as above (vars die across prompt turns). Live (non-dry-run) ticks keep the snapshot for the tick's remaining fences; it is overwritten fresh by the next tick's capture. Never blocks, fail-open (rm -f on a missing file is a no-op).
DEFERRED_TO_LAND is a distinct non-terminal-work verdict (stage land): every remaining all-done candidate has an open PR that land — not pilot — owns. It is deliberately separated from NO_WORK so a driver can route it to /flow-next:land instead of stopping; an all-done spec with an open PR is real outstanding work, never absence of work.
Driver condition examples:
text/goal keep running /flow-next:pilot until it prints PILOT_VERDICT=NO_WORK, or stop after 20 turns /goal keep running /flow-next:pilot --review=codex until PILOT_VERDICT=NO_WORK or PILOT_VERDICT=NEEDS_HUMAN
NEEDS_HUMAN. In backlog mode, ambiguity that needs a person is surfaced async via the ask stage (ASKED) — never an interactive plain-text numbered prompt.{plan, plan-review, work, make-pr} - plus qa only when pipeline.qa==on (fn-72: an opt-in, gate-reversed stage at the all-done juncture before make-pr; with the gate off, qa is forbidden and the stage set is byte-for-byte unchanged). Backlog mode (PILOT_AUTONOMY=backlog) additionally invokes /flow-next:tracker-sync for the reconcile / list-open / list-comments / list-relations / question ops - these are read/surface-only tracker calls (list-comments reads parked question rounds; list-relations reads dependency relations for dep-ordering), not a pipeline stage, and run only on the backlog path. Capture, interview, chart, resolve-pr, merge, and release are never pilot stages - they stay forbidden for their distinct reasons (capture/interview/chart are human authoring and discovery upstream of the consent boundary; resolve-pr/merge/release are land's territory downstream of the PR). Opening qa under its gate, or tracker-sync under backlog mode, sets no precedent for any of those — a tick that dispatched one of them by analogy has broken this.references/backlog-mode.md (loaded only when PILOT_AUTONOMY=backlog); the question-anchor authoring + answer round-trip live in tracker-sync — backlog mode invokes them, never re-implements them.make-pr (draft). Merge stays human-gated. Backlog mode never calls /flow-next:land, gh pr merge, or any merge path.capture/interview are human-gated upstream. A missing/too-thin spec is surfaced as a "needs capture/interview" gap and parked (ASKED), never auto-written. The only writing the ask stage may do is fill an obvious blank in an existing spec — never create a spec stub from a bare ticket.PILOT_VERDICT line.FLOW_RALPH / REVIEW_RECEIPT_PATH).Execute workflow.md in order:
.flow/ start state, resolve the .git strikes ledger (read-only at this point). Done when: both guards have passed and `LEDGER_JSON` is loaded without a write.mode:autonomous plus review/research/depth passthroughs. Done when: one stage skill has been invoked and returned.Backlog mode (PILOT_AUTONOMY=backlog). When the autonomy gate resolved to backlog, the SELECT and TRIAGE/ASK behavior follows references/backlog-mode.md — the agentic floor scheduler (loaded only in this mode). It widens SELECT (pull-before-scan, union tracker-only items, dep-order, skip parked) and adds the triage/ask stages in front of CLASSIFY; a workable item flows into the existing classify → branch → dispatch → verify path unchanged. workflow.md Phase 0.5 resolves the mode and routes; workflow.md Phase 1.5/Phase 3.5 carry the backlog SELECT + TRIAGE/ASK hooks and the safety invariants. The single-tick contract is unchanged: one item, one stage or one durable park, one terminal verdict.
The rp review backend runs headlessly through the CE-first CLI ladder — it needs RepoPrompt CE running on the same Mac (cold start: open -ga "RepoPrompt CE"; a stopped app fails fast). Classic is only the final compatibility fallback. On remote/CI machines, use --review=codex, --review=copilot, --review=cursor, --review=host (host-native subagent; needs a cross-family pin in AGENTS.md model-routing), or --review=none. Wall-clock limits and iteration caps belong to the driver (/goal --tokens, /goal stop clauses, or /loop cadence); a pilot tick has no timeout machinery.
Other measured skills in the registry, with their headline benchmark lift.