/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).
$ npx -y skills add gmickel/flow-next --skill flow-next-prospect --agent claude-codeHow 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
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.mdname: 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
fiNo 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
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
fiNo 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.
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.
Other skills on flow-next.
- /flow-next-audit
Audit .flow/memory/ entries against current code and keep, update, consolidate, replace, delete, or harden each. Use when asked to audit memory or graduate a recurring lesson into a gate.
Open skill - /flow-next-capture
Synthesize the current conversation into a flow-next spec with read-back gating. Use when asked to capture this as a spec.
Open skill - /flow-next-chart
Decision-map discovery for one oversized unclear idea before capture. Resolve one decision per invocation, brief for capture. Use when asked to chart an idea or work a chart decision.
Open skill - /flow-next-deps
Show spec dependency graph and execution order. Use when asking 'what's blocking what', 'execution order', 'dependency graph', 'what order should specs run', 'critical path', 'which specs can run in parallel'.
Open skill - /flow-next-drive
Drive any UI surface like a real user - a web app, a Chromium-backed desktop app (Electron / WebView2, reached over CDP), or a genuinely native app (macOS AppKit/SwiftUI, or a non-CDP webview) reached via the Cua Driver / Computer Use. Detects the surface, picks the best
Open skill - /flow-next-export-context
Export RepoPrompt context to a markdown file for review with an external LLM (ChatGPT, Claude web, etc.). Use when you want Carmack-level review but prefer an external model. Triggers on "export context", "export for external review", "export plan for ChatGPT", "export impl
Open skill

