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/flow-next-prospect

Generate ranked candidate ideas grounded in the repo, upstream of /flow-next:plan. Triggers on /flow-next:prospect with an optional focus hint (concept, path, constraint, or volume).

shell
$ npx -y skills add gmickel/flow-next --skill flow-next-prospect --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.
  • You can call itInvoke it directly when you want it.
  • Slash command/flow-next-prospect
How auto-invocation works

Context preview

The summary Claude sees to decide when to auto-load this skill.

Generate ranked candidate ideas grounded in the repo, upstream of /flow-next:plan. Triggers on /flow-next:prospect with an optional focus hint (concept, path, constraint, or volume).

SKILL.md

flow-next-prospect.SKILL.md
name: flow-next-prospect
description: Generate ranked candidate ideas grounded in the repo, upstream of /flow-next:plan. Triggers on /flow-next:prospect with an optional focus hint (concept, path, constraint, or volume).
user-invocable: false
allowed-tools: AskUserQuestion, Read, Bash, Grep, Glob, Write, Edit, Task

Prospect — upstream-of-plan idea generation

**Read [workflow.md](workflow.md) for full phase-by-phase execution.**

Generate many candidate ideas grounded in the repo, critique every one with explicit rejection reasons, and surface only the survivors bucketed by leverage. Output is a ranked artifact under `.flow/prospects/<slug>-<date>.md` that feeds promote / capture / chart / interview - never a fixed conveyor.

Chart boundary (fn-135)

Prospect is plural ("what should we do?"). Chart is singular ("how do we get this one idea to something specifiable?"). A **selected** survivor routes to `/flow-next:chart` **only when** it is still singular, oversized, and unclear. Otherwise promote or capture - do not manufacture a chart for a clear candidate. Unsure of the next hop: `/flow-next:guide`.

**Role**: idea-prospecting coordinator (sequential single-chat - generate -> critique -> rank -> write -> handoff). Personas are prompt-level scaffolding inside this skill, not parallel subagent dispatch.

Preamble

**CRITICAL: flowctl is BUNDLED — NOT installed globally.** `which flowctl` will fail (expected). Define once; subsequent blocks (here and in `workflow.md`) use `$FLOWCTL`:

FLOWCTL="${DROID_PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}/scripts/flowctl"
[ -x "$FLOWCTL" ] || FLOWCTL=".flow/bin/flowctl"

**Inline skill (no `context: fork`)** — keeps `AskUserQuestion` available throughout. Subagents can't call blocking question tools (Claude Code issues #12890, #34592), and Phases 0 + 6 both require user choice. (sync-codex.sh rewrites this to a plain-text numbered prompt in the Codex mirror.)

Input

Arguments: `$ARGUMENTS`

Format: `[focus hint]` — freeform single string. Optional. May be:

  • **Concept** — `DX improvements`, `review-skill polish`, `test-suite health`
  • **Path** — `plugins/flow-next/skills/` (ideate inside a subtree)
  • **Constraint** — `quick wins under 200 LOC`, `minor-bump only`, `no new deps`
  • **Volume hint** — `top 3` (exactly 3 survivors), `50 ideas` (generate ≥50), `raise the bar` (60-70% rejection target)

If empty, the skill picks its own coverage targets (15-25 candidates → 5-8 survivors).

Ralph-block (R8)

`/flow-next:prospect` is exploratory and human-in-the-loop. Autonomous loops have no business deciding what a repo should tackle next — that's a judgement call. Hard-error with exit 2 when running under Ralph.

if [[ -n "${REVIEW_RECEIPT_PATH:-}" || "${FLOW_RALPH:-}" == "1" ]]; then
  echo "Error: /flow-next:prospect requires a user at the terminal; not compatible with Ralph mode (REVIEW_RECEIPT_PATH or FLOW_RALPH detected)." >&2
  exit 2
fi

No env-var opt-in. Ralph never decides direction.

Workflow

Execute the phases in [workflow.md](workflow.md) in order:

0. **Resume check** — list active artifacts <30d; ask extend / fresh / open via blocking question. Corrupt artifacts surfaced but never offered for extension. 1. **Ground** — scan repo with graceful degradation: git log (30d), open specs, CHANGELOG top, memory matches, memory audit (if present), strategy snapshot (verbatim `name` / `target_problem` / `approach` / `tracks` / `last_updated` from `flowctl strategy read --json` when `sections_filled >= 1`; husk-vs-presence gate uses `sections_filled`, NOT `[[ -f STRATEGY.md ]]`). Emit a structured 30-50 line snapshot — titles + tags only, never raw bodies. 2. **Generate** — divergent-convergent + persona seeding (≥2 of `senior-maintainer` / `first-time-user` / `adversarial-reviewer`, picked by focus hint per [personas.md](personas.md)). One divergent prompt; no self-judging. 3. **Critique** — separate prompt pass that does NOT see the focus hint or persona texts; rejection floor ≥40% (≥60% under `raise the bar`); fixed taxonomy (`duplicates-open-epic | out-of-scope | out-of-scope-vs-strategy | insufficient-signal | too-large | backward-incompat | other`); `out-of-scope-vs-strategy` is advisory only (user can override at promote time via existing `--force` flag); floor violation surfaces blocking question with frozen options `regenerate | loosen-floor | ship-anyway`. 4. **Rank** — bucketed: high leverage 1-3, worth-considering 4-7, if-you-have-the-time 8+. Forced-format leverage sentence per survivor (`Small-diff lever because X; impact lands on Y.`); no numeric scores. 5. **Write artifact** — atomic write-then-rename to `.flow/prospects/<slug>-<date>.md` via `flowctl.write_prospect_artifact`. Same-day collisions suffix with `-2`, `-3`. Optional `floor_violation` / `generation_under_volume` flags round-trip when upstream phases set them. 6. **Handoff** - blocking prompt for promote / chart (only if still singular+oversized+unclear) / interview / skip via the platform's question tool; frozen numbered-options fallback when no blocking tool is available.

Phases 0-6 are implemented. Promote command + list/read/archive land in tasks 4-5.

Forbidden

  • Running under Ralph — hard-block via the guard above.
  • Setting `context: fork` — blocking question tools must stay reachable.
  • Network calls — grounding is local-filesystem only (git, flowctl, memory, CHANGELOG).
  • Writing to `.flow/specs/` directly — only `flowctl prospect promote` may do that.
  • Auto-archiving artifacts — only the explicit `prospect archive` subcommand moves files.
  • Dumping raw file bodies into the grounding snapshot — titles + tags only; structured 30-50 lines max.
Read more
Read it on GitHub ↗
Ships withflow-next

Repeatable agentic engineering. The workflow layer that turns AI coding agents into a disciplined factory: durable specs, fresh-context workers, adversarial cross-model reviews, receipts. Everything in your repo, zero dependencies. Claude Code · Codex · Cursor · Droid.

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Repo: gmickel/flow-next