Agent Skills: /flow-next:capture — agent-native conversation → spec

Synthesize the current conversation context into a flow-next spec at `.flow/specs/<spec-id>.md` via `flowctl spec create + spec set-plan` — agent-native, source-tagged, with mandatory read-back before write. Triggers on /flow-next:capture, "capture spec", "lock down what we discussed", "make a spec from this conversation", "convert conversation to spec". Optional `mode:autofix` token runs without questions and requires `--yes` to commit. Optional `--rewrite <spec-id>` overwrites an existing spec; `--from-compacted-ok` overrides the compaction-detection refusal; `--override-strategy` proceeds despite a contradiction with an active STRATEGY.md track (and prompts to record the override as a decision).

UncategorizedID: gmickel/gmickel-claude-marketplace/flow-next-capture

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plugins/flow-next/skills/flow-next-capture/SKILL.md

Skill Metadata

Name
flow-next-capture
Description
Synthesize the current conversation context into a flow-next spec at `.flow/specs/<spec-id>.md` via `flowctl spec create + spec set-plan` — agent-native, source-tagged, with mandatory read-back before write. Triggers on /flow-next:capture, "capture spec", "lock down what we discussed", "make a spec from this conversation", "convert conversation to spec". Optional `mode:autofix` token runs without questions and requires `--yes` to commit. Optional `--rewrite <spec-id>` overwrites an existing spec; `--from-compacted-ok` overrides the incomplete-evidence refusal after compaction; `--override-strategy` proceeds despite a contradiction with an active STRATEGY.md track (and prompts to record the override as a decision).

/flow-next:capture — agent-native conversation → spec

A free-form discussion (or a /flow-next:prospect survivor) frequently produces enough material for a complete spec, but stops short of the formal flowctl spec create + spec set-plan heredoc documented in CLAUDE.md. Without an explicit synthesis step, that context decays — the next session loses the conversation, the spec never lands, and the user re-explains the same idea to /flow-next:plan.

This skill IS the synthesis. The host agent (Claude Code / Codex / Droid) extracts the recent user turns, drafts a CLAUDE.md-shaped spec with per-line source tags ([user] / [paraphrase] / [inferred] / [strategy:<track>]), prints the full draft as ordinary markdown then issues a short approval ask (print-then-ask — never embed multi-paragraph drafts in AskUserQuestion bodies), and only then writes the spec via existing flowctl plumbing. There is no Python synthesizer, no codex / copilot subprocess, no fast-model classifier. The host agent is already an LLM and does the work directly.

flowctl provides thin spec plumbing (spec create, spec set-plan, optional spec set-branch, memory search for duplicate detection) plus the chart handoff callback (chart link-spec) after a successful chart-briefing capture. Capture never writes chart files and never mutates a chart's ready flag; chart never writes .flow/specs.

Routing boundary (fn-135 / guide matrix)

Clear meaningful ideas and finished chart briefings route here - to capture (or direct spec authoring). Capture does not manufacture a chart for clear work. When intent and boundaries are already stateable, skip chart (signal absent). After a structured brief lands, narrow or skip interview only once read-back proves no material gaps - never pre-skip interview on hope. Unsure: /flow-next:guide.

Read workflow.md for the full phase-by-phase execution. Read phases.md for the source-tag taxonomy and confidence tiers. Path-specific machinery lives in references/*.md, loaded only when the gate at its branch point fires — a run that never takes a branch never pays for it.

Preamble

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

FLOWCTL="${DROID_PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}/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"

Inline skill (no context: fork)AskUserQuestion must stay reachable across phases. Subagents can't call blocking question tools (Claude Code issues #12890, #34592). Phase 0 (duplicate detection) and Phase 4 (read-back loop) both require user choice in interactive mode. (sync-codex.sh rewrites this to a plain-text numbered prompt in the Codex mirror.)

Mode Detection

Parse $ARGUMENTS for the literal token mode:autofix and the flags --rewrite <spec-id>, --from-compacted-ok, --yes, --override-strategy. Strip recognized tokens; whatever remains is treated as freeform context (ignored — the conversation is the input, not $ARGUMENTS).

RAW_ARGS="$ARGUMENTS"
MODE="interactive"
REWRITE_TARGET=""
FROM_COMPACTED_OK=0
COMMIT_YES=0
OVERRIDE_STRATEGY=0

# Mode token
if [[ "$RAW_ARGS" == *"mode:autofix"* ]]; then
  MODE="autofix"
  RAW_ARGS="${RAW_ARGS//mode:autofix/}"
fi

# --rewrite <id>
if [[ "$RAW_ARGS" =~ --rewrite[[:space:]]+([^[:space:]]+) ]]; then
  REWRITE_TARGET="${BASH_REMATCH[1]}"
  RAW_ARGS="${RAW_ARGS//--rewrite ${REWRITE_TARGET}/}"
fi

# --from-compacted-ok
if [[ "$RAW_ARGS" == *"--from-compacted-ok"* ]]; then
  FROM_COMPACTED_OK=1
  RAW_ARGS="${RAW_ARGS//--from-compacted-ok/}"
fi

# --yes (autofix commit gate)
if [[ "$RAW_ARGS" == *"--yes"* ]]; then
  COMMIT_YES=1
  RAW_ARGS="${RAW_ARGS//--yes/}"
fi

# --override-strategy (Phase 5.0 strategy-contradiction override)
if [[ "$RAW_ARGS" == *"--override-strategy"* ]]; then
  OVERRIDE_STRATEGY=1
  RAW_ARGS="${RAW_ARGS//--override-strategy/}"
fi

if [ "$MODE" = "autofix" ]; then
  echo "GATE ACTIVE — STOP. Read references/autofix-mode.md before continuing."
fi   # default branch: bare no-op — NO link, NO read path

| Mode | When | Behavior | |------|------|----------| | Interactive (default) | User is at the terminal | Phase 0 asks on duplicate detection; Phase 3 asks on must-ask ambiguities; Phase 4 print-then-ask read-back (full draft as ordinary markdown, then short blocking-question tool) — write only on approve | | Autofix (mode:autofix) | Batch usage from another skill / scripted invocation | No user questions; every "ask" branch becomes exit 2; Phase 4 Writes the draft once and requires --yes to reach the .flow/ write |

When the sentinel above prints, read references/autofix-mode.md before Phase 0 — it owns the per-phase autofix rules (Phase 0 hard-errors, Phase 3 exits, §4.4 read-back substitute, split / glossary / readiness behavior). On the default interactive path, read nothing.

Ralph-block (R13) — runs first, before everything else

/flow-next:capture requires conversation context + user confirmation. Autonomous loops have neither. Hard-error with exit 2 when running under Ralph.

if [[ -n "${REVIEW_RECEIPT_PATH:-}" || "${FLOW_RALPH:-}" == "1" ]]; then
  echo "Error: /flow-next:capture requires conversation context + 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.

Interaction Principles (interactive mode only)

In autofix mode, skip user questions entirely and apply the rules in the autofix reference.

In interactive mode:

  • Ask one question at a time via AskUserQuestion (call ToolSearch with select:AskUserQuestion first if its schema isn't loaded). Fall back to numbered options in plain text only if the tool is unreachable or errors. Never silently skip the question.
  • Lead with the recommended option and a one-sentence rationale, followed by a confidence marker — [high] / [judgment-call] / [your-call]. The body carries the recommendation; option labels stay neutral so the user isn't anchored on the option text itself. (See phases.md §Confidence tiers.) Exception — the Phase 4 read-back never recommends approve while unverified [inferred] items exist (no self-blessing; workflow.md §4.2).
  • Plain language, explained answers (same contract as the interview skill, eval-validated): open with one sentence of stakes; everyday words; a needed term of art gets a ≤1-clause plain gloss at first use; no unexplained acronyms or tool shorthand (R-ID, [inferred] get translated when user-facing); option descriptions state their consequence ("Choose this if…"). Priorities, not length caps — trim repetition and background, never required content.
  • Prefer multiple choice when natural options exist (Phase 0 duplicate decision; Phase 4 approve/edit/abort).
  • Do not ask the user for facts they already gave you in conversation — Phase 1 extracts evidence first; Phase 3 asks only on the three hard-error must-ask cases plus genuinely missing context that can't be inferred.

The goal is automated synthesis with human oversight on judgment calls — not a question for every section.

Forbidden behaviors (R10)

  • Tech-stack mentions the user did not state. "Needs persistence" is fine; "uses PostgreSQL" needs the user to have said PostgreSQL. Defer technology choices to /flow-next:plan (spec-kit convention — capture writes intent, plan writes implementation).
  • Inventing acceptance criteria not in conversation. Every acceptance criterion must be source-tagged; pure [inferred] criteria must surface at Phase 4 read-back so the user can reject them.
  • Code snippets or specific file paths in the spec body. Those belong in /flow-next:plan task specs after research lands. Capture's output is a high-level spec, not an implementation guide.
  • Silent overwrite of an existing spec. Idempotency requires --rewrite <spec-id> (R8). Without it, Phase 0 conflict-detection branches into extend / supersede / proceed-anyway.
  • Auto-splitting a spec that has 8+ acceptance criteria. Phase 4 surfaces the option to split; the user decides. Never auto-action a split.
  • Setting context: fork — blocking-question tools must stay reachable.
  • Calling flowctl spec create before Phase 4 approval. Phase 5 is the only write phase.
  • Writing glossary terms without consent, or in autofix mode. Term-adds require the Phase 4.2 Glossary? approval; autofix prints suggestions only (--yes consents to the spec write, not to vocabulary changes). The gate is husk-aware (glossary list --json total_terms > 0) — seeding an empty glossary is /flow-next:prime's job, never capture's.
  • Marking a spec ready without consent, in autofix, or outside the target-aware readiness predicate. Readiness is the human's gate — capture never infers it.
  • Treating a forced draft chart briefing as final, or admitting a draft/stale briefing silently. Fail closed; the override requires named D-IDs + a risk read-back.
  • Using git add -A from this skill. When committing the new spec, stage only the JSON sidecar (.flow/specs/<id>.json) + .flow/specs/<id>.md (and .flow/meta.json if the next-id counter mutated). Other working-tree changes are not capture's concern.

Workflow

Execute the phases in workflow.md in order. Each phase's detail — including which branch gate loads which reference — lives there; this index is navigation only:

  1. Pre-flight — duplicate detection (spec-title overlap + flowctl memory search), compaction relevance check, idempotency (never a silent overwrite), plus the strategy / duplicate-branch / chart-briefing / rewrite gates.
  2. Extract conversation evidence — a verbatim ## Conversation Evidence block FIRST (~30 lines of raw user quotes); spec sections refer to evidence by line, not from agent memory.
  3. Source-tagged synthesis — draft each section against the canonical template at plugins/flow-next/templates/spec.md (per R17 — cross-link, never re-embed the section list inline), tagging only acceptance criteria and prose capture newly authors; route explicit biz-context signals (nine R24 categories) and compute BIZ_SIGNAL_CATEGORIES for Phase 6.
  4. Must-ask cases (R9) — ambiguous title / untestable acceptance / scope-conflict; interactive asks one at a time, autofix exits 2.
  5. Read-back loop (mandatory, even in autofix) — Write the full draft ONCE to a literal path, print it as ordinary markdown, then a SHORT AskUserQuestion; never Recommended: approve while unverified [inferred] items remain.
  6. Write via flowctlspec create → parse idspec set-plan <id> --file <literal draft path> (consumes the §4.1 draft file — no heredoc re-authoring); R-IDs allocate sequentially from R1.
  7. Suggested next stepSpec captured at .flow/specs/<id>.md. plus the mandatory Tracker sync: slot and /flow-next:plan / /flow-next:interview hints; the R25 business-pass suggestion fires at 1 <= BIZ_SIGNAL_CATEGORIES < 3.

Output rules

The new spec is the deliverable — it lives in .flow/specs/<spec-id>.md after Phase 5. Standard output also receives:

  • The full draft (Phase 4) — interactive: printed as ordinary markdown then a short approval ask (print-then-ask); autofix: Written to the §4.1 path with summary payload on stdout. Edit cycles reprint the revised draft before each short re-ask.
  • The created spec id + spec path (Phase 5).
  • The next-step footer (Phase 6).

Autofix mode without --yes produces a draft + the "rerun with --yes" hint and exits 0 — no write happens, no spec is allocated.