{"slug":"gmickel-flow-next-prospect","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).","long_description":"---\nname: flow-next-capture\ndescription: 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).\nuser-invocable: false\nallowed-tools: AskUserQuestion, Read, Bash, Grep, Glob, Write, Edit, Task\n---\n\n# /flow-next:capture — agent-native conversation → spec\n\nA 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`.\n\nThis 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]`), shows the full draft back via `AskUserQuestion`, 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.\n\nflowctl provides only thin spec plumbing (`spec create`, `spec set-plan`, optional `spec set-branch`, `memory search` for duplicate detection). No new flowctl subcommands.\n\n**Read [workflow.md](workflow.md) for the full phase-by-phase execution. Read [phases.md](phases.md) for the must-ask cases lookup, source-tag taxonomy, confidence tiers, and forbidden-behaviors list.**\n\n## Preamble\n\n**CRITICAL: flowctl is BUNDLED — NOT installed globally.** `which flowctl` will fail (expected). Define once; subsequent blocks (here and in `workflow.md` / `phases.md`) use `$FLOWCTL`:\n\n```bash\nFLOWCTL=\"${DROID_PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}/scripts/flowctl\"\n[ -x \"$FLOWCTL\" ] || FLOWCTL=\".flow/bin/flowctl\"\n```\n\n**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.)\n\n## Mode Detection\n\nParse `$ARGUMENTS` for the literal token `mode:autofix` and the flags `--rewrite <spec-id>`, `--from-compacted-ok`, `--yes`, `--override-strategy`. Strip recognized tokens; whatever remains is treated as freeform context (ignored — the conversation is the input, not `$ARGUMENTS`).\n\n```bash\nRAW_ARGS=\"$ARGUMENTS\"\nMODE=\"interactive\"\nREWRITE_TARGET=\"\"\nFROM_COMPACTED_OK=0\nCOMMIT_YES=0\nOVERRIDE_STRATEGY=0\n\n# Mode token\nif [[ \"$RAW_ARGS\" == *\"mode:autofix\"* ]]; then\n  MODE=\"autofix\"\n  RAW_ARGS=\"${RAW_ARGS//mode:autofix/}\"\nfi\n\n# --rewrite <id>\nif [[ \"$RAW_ARGS\" =~ --rewrite[[:space:]]+([^[:space:]]+) ]]; then\n  REWRITE_TARGET=\"${BASH_REMATCH[1]}\"\n  RAW_ARGS=\"${RAW_ARGS//--rewrite ${REWRITE_TARGET}/}\"\nfi\n\n# --from-compacted-ok\nif [[ \"$RAW_ARGS\" == *\"--from-compacted-ok\"* ]]; then\n  FROM_COMPACTED_OK=1\n  RAW_ARGS=\"${RAW_ARGS//--from-compacted-ok/}\"\nfi\n\n# --yes (autofix commit gate)\nif [[ \"$RAW_ARGS\" == *\"--yes\"* ]]; then\n  COMMIT_YES=1\n  RAW_ARGS=\"${RAW_ARGS//--yes/}\"\nfi\n\n# --override-strategy (Phase 5.0 strategy-contradiction override)\nif [[ \"$RAW_ARGS\" == *\"--override-strategy\"* ]]; then\n  OVERRIDE_STRATEGY=1\n  RAW_ARGS=\"${RAW_ARGS//--override-strategy/}\"\nfi\n```\n\n| Mode | When | Behavior |\n|------|------|----------|\n| **Interactive** (default) | User is at the terminal | Phase 0 asks on duplicate detection; Phase 3 asks on must-ask ambiguities; Phase 4 read-back via blocking-question tool — write only on `approve` |\n| **Autofix** (`mode:autofix`) | Batch usage from another skill / scripted invocation | No user questions. Phase 0 hard-errors on duplicates / compaction without explicit overrides. Phase 3 must-ask cases hard-error (autofix can't ask). Phase 4 Writes the full draft once (the Write render is the emission) + prints the summary tally to stdout. **Writes to `.flow/` ONLY when `--yes` is also passed**; without `--yes`, exit 0 with \"draft written; rerun with --yes to commit\" |\n\n### Autofix mode rules\n\n- **No user questions.** Never call the blocking-question tool.\n- **Phase 0 hard-errors:** duplicate detected → list overlapping spec IDs to stderr, exit 2 unless `--rewrite <id>` was passed; compaction detected → exit 2 unless `--from-compacted-ok` was passed.\n- **Phase 3 must-ask hard-errors:** ambiguous title / untestable acceptance / scope-conflict-with-existing-spec → exit 2 with which case fired and why. Autofix cannot resolve must-ask cases.\n- **Phase 4 single emission, no `.flow/` write.** Full draft Written once to the §4.1 draft file (the Write render is the full emission — all sections + R-IDs); summary payload (`[inferred]` tally + 8+ acceptance suggestion if applicable) printed to stdout. Without `--yes`, exit 0 with the \"rerun with --yes\" hint. With `--yes`, proceed to Phase 5 write.\n- **Phase 5 commits identically to interactive once it runs.**\n- **Readiness never written.** The mark-ready write (workflow.md §5.9) is interactive-consent-only; autofix prints a footer suggestion at most (and only when readiness is adopted, no `tracker.readyState`, and the spec was written). The `--rewrite` readiness reset (§5.3) still runs — it is idempotent plumbing, not a consent question.\n\n## Ralph-block (R13) — runs first, before everything else\n\n`/flow-next:capture` requires conversation context + user confirmation. Autonomous loops have neither. Hard-error with exit 2 when running under Ralph.\n\n```bash\nif [[ -n \"${REVIEW_RECEIPT_PATH:-}\" || \"${FLOW_RALPH:-}\" == \"1\" ]]; then\n  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\n  exit 2\nfi\n```\n\nNo env-var opt-in. Ralph never decides direction.\n\n## Interaction Principles (interactive mode only)\n\nIn autofix mode, skip user questions entirely and apply the rules above.\n\nIn interactive mode:\n\n- 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.\n- **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](phases.md) §Confidence tiers.)\n- Prefer **multiple choice** when natural options exist (Phase 0 duplicate decision; Phase 4 approve/edit/abort).\n- **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.\n\nThe goal is automated synthesis with human oversight on judgment calls — not a question for every section.\n\n## Forbidden behaviors (R10)\n\n- **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).\n- **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.\n- **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.\n- **Silent overwrite of an existing spec.** Idempotency requires `--rewrite <spec-id>` (R8). Without it, Phase 0 conflict-detection branches into extend / supersede / proceed-anyway.\n- **Auto-splitting a spec that has 8+ acceptance criteria.** Phase 4 surfaces the option to split; the user decides. Never auto-action a split.\n- **Setting `context: fork`** — blocking-question tools must stay reachable.\n- **Calling `flowctl spec create` before Phase 4 approval.** Phase 5 is the only write phase.\n- **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.\n- **Using `git add -A` from this skill.** When committing the new spec, stage only the JSON sidecar (`.flow/specs/<id>.json` post-1.0; `.flow/epics/<id>.json` on alias-mode 0.x repos that haven't migrated yet) + `.flow/specs/<id>.md` (and `.flow/meta.json` if the next-id counter mutated). Other working-tree changes are not capture's concern.\n\n## Pre-check: local setup version\n\nSame pattern as `/flow-next:audit` and `/flow-next:prospect` — non-blocking notice when `.flow/meta.json` `setup_version` lags the plugin version:\n\n```bash\nif [[ -f .flow/meta.json ]]; then\n  SETUP_VER=$(jq -r '.setup_version // empty' .flow/meta.json 2>/dev/null)\n  PLUGIN_JSON=\"${DROID_PLUGIN_ROOT:-${CLAUDE_PLUGIN_ROOT}}/.claude-plugin/plugin.json\"\n  PLUGIN_VER=$(jq -r '.version' \"$PLUGIN_JSON\" 2>/dev/null || echo \"unknown\")\n  if [[ -n \"$SETUP_VER\" && \"$PLUGIN_VER\" != \"unknown\" && \"$SETUP_VER\" != \"$PLUGIN_VER\" ]]; then\n    echo \"Plugin updated to v${PLUGIN_VER}. Run /flow-next:setup to refresh local scripts (current: v${SETUP_VER}).\" >&2\n  fi\nfi\n```\n\n## Workflow\n\nExecute the phases in [workflow.md](workflow.md) in order:\n\n0. **Pre-flight** — duplicate detection (scan `.flow/specs/` + `.flow/epics/` for legacy alias-mode repos + `flowctl memory search` on extracted keywords); compaction detection (scan transcript for truncation markers); idempotency (refuse silent overwrite without `--rewrite`).\n1. **Extract conversation evidence** — build a verbatim `## Conversation Evidence` block FIRST (raw quotes from recent user turns, capped ~30 lines). Spec sections refer to it by line, not from agent memory.\n2. **Source-tagged synthesis** — draft each section with per-line tags (`[user]` / `[paraphrase]` / `[inferred]`). Apply the canonical template at [`plugins/flow-next/templates/spec.md`](../../templates/spec.md) (per R17 — cross-link, never re-embed the section list inline). At runtime the template is resolved via the 4-tier discovery cascade — first match wins: `<repo_root>/SPEC.md` → `<repo_root>/spec.md` → `.flow/templates/spec.md` → bundled `${PLUGIN_ROOT}/templates/spec.md`. The bundled file is the canonical source of truth; earlier tiers are user-customized overrides. Route explicit biz-context signals (nine SIGNAL CATEGORIES per fn-44 R24, only `[user]` / `[paraphrase]` tags) to their destinations; sections without conversation signal stay absent. Compute `BIZ_SIGNAL_CATEGORIES` (0..9) for Phase 6's R25 dispatch.\n3. **Must-ask cases (R9)** — interactive only; autofix exits 2 if any fire. Hard-error conditions: ambiguous title / untestable acceptance / scope-conflict. Optional ambiguities use lead-with-recommendation + confidence tier.\n4. **Read-back loop (mandatory, even in autofix)** — Write the full draft ONCE to a liter","tagline":"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).","category":"research","tags":["agent-skill"],"author":"gmickel","verified":false,"attribution":{"status":"registry_indexed","statusLabel":"Registry indexed","shortLabel":"REGISTRY INDEXED","sourceLabel":"github fast track","sourceDetail":"gmickel/flow-next","creatorName":"gmickel","creatorUrl":"https://github.com/gmickel","sourceUrl":"https://github.com/gmickel/flow-next/tree/main/optimization/capture/baseline","indexedBy":"OpenAgentSkill community index","claimUrl":"https://www.openagentskill.com/skills/gmickel-flow-next-prospect#claim-this-skill","claimCta":"Claim this skill","trustNote":"This listing was indexed from public sources and is not marked official until a maintainer claim is approved.","publicNote":"Attribution links to the public repository or creator profile. Creators can claim the listing to update ownership signals."},"stats":{"stars":691,"forks":55,"verified_installs":0,"successful_runs":0,"total_outcomes":0,"rating":0,"review_count":0,"quality_score":42.98},"quality":{"score":75,"tier":"strong","label":"Strong","summary":"Solid option that is likely worth shortlisting for production workflows.","signals":[{"label":"GitHub stars","value":"691","tone":"positive"},{"label":"Freshness","value":"1d ago","tone":"positive"},{"label":"Install ready","value":"Yes","tone":"positive"},{"label":"License","value":"MIT","tone":"neutral"}],"warnings":[]},"trust":{"version":"trust-score-v5","score":68,"base_score":76,"outcome_confidence":0,"tier":"review","label":"Sandbox only","summary":"Useful candidate with missing or mixed trust signals. 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issue activity unavailable in current metadata"},{"id":"maintenance","label":"Recent maintenance","score":100,"weight":0.14,"status":"pass","detail":"1d since push"},{"id":"license","label":"License clarity","score":86,"weight":0.09,"status":"pass","detail":"MIT"},{"id":"documentation","label":"README/SKILL.md completeness","score":86,"weight":0.14,"status":"pass","detail":"Metadata includes enough usage and workflow context"},{"id":"dependency_risk","label":"Dependency/runtime risk","score":54,"weight":0.12,"status":"warn","detail":"command execution surface, credential or environment access"},{"id":"installability","label":"Install availability","score":92,"weight":0.1,"status":"pass","detail":"npx skills add gmickel/flow-next --skill flow-next-prospect"},{"id":"install_safety","label":"Install command safety","score":92,"weight":0.1,"status":"pass","detail":"standard package or runtime install path"},{"id":"permission_surface","label":"Permission surface","score":24,"weight":0.07,"status":"fail","detail":"secrets or environment access, shell or command execution"},{"id":"repository","label":"Repository evidence","score":86,"weight":0.04,"status":"pass","detail":"https://github.com/gmickel/flow-next/tree/main/optimization/capture/baseline"},{"id":"review_status","label":"Review status","score":88,"weight":0.05,"status":"pass","detail":"AI review data available"},{"id":"agent_outcomes","label":"Agent Proven outcomes","score":54,"weight":0.13,"status":"info","detail":"No agent outcome data yet"}],"checks":[{"status":"info","label":"GitHub adoption","detail":"691 GitHub stars"},{"status":"info","label":"Stars/forks activity","detail":"691 stars, 55 forks; 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Triggers on /flow-next:prospect with an optional focus hint (concept, path, constraint, or volume).","category":"research","url":"https://www.openagentskill.com/skills/gmickel-flow-next-prospect","repository":"https://github.com/gmickel/flow-next/tree/main/optimization/capture/baseline","github_repo":"gmickel/flow-next"},"suited_tasks":["Local desktop workflows","Claude Code teams","teams that value GitHub adoption signals","Navigate local resources","Run repeatable desktop actions","Verify file outputs","Search sources","Extract claims"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"],"install":{"command":"npx skills add gmickel/flow-next --skill flow-next-prospect","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add gmickel-flow-next-prospect"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"flow-next-prospect\" agent skill from https://github.com/gmickel/flow-next/tree/main/optimization/capture/baseline. 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Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"flow-next-prospect\" as a Claude Code skill from https://github.com/gmickel/flow-next/tree/main/optimization/capture/baseline. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 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). After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"gmickel-flow-next-prospect\",\"task\":\"Install flow-next-prospect\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"flow-next-prospect\" from https://github.com/gmickel/flow-next/tree/main/optimization/capture/baseline into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 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). After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"gmickel-flow-next-prospect\",\"task\":\"Install flow-next-prospect\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/gmickel-flow-next-prospect/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/gmickel-flow-next-prospect"},"trust":{"score":76,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"691 GitHub stars","repoActivity":"691 stars, 55 forks","lastPushed":"1d since push","license":"MIT","repository":"https://github.com/gmickel/flow-next/tree/main/optimization/capture/baseline","install":"npx skills add gmickel/flow-next --skill flow-next-prospect","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["research","agent-skill"],"known_risks":["Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. 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Inspect the source, dependencies, and permission surface first."},"quality":{"score":75,"label":"Strong"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"1d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision."],"agent_contract":{"task_input":"Use flow-next-prospect in an agent workflow","recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","install_policy":"block","minimum_review_before_use":["Trust: 76/100 Strong shortlist","Audit: 81/100 Needs review","Safety: 33/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"gmickel-flow-next-prospect (flow-next-prospect)","install_command":"npx skills add gmickel/flow-next --skill flow-next-prospect","risk_summary":"Needs review; Blocked for auto-install; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"gmickel-flow-next-prospect","task":"Use flow-next-prospect in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/gmickel-flow-next-prospect","api":"https://www.openagentskill.com/api/agent/skills/gmickel-flow-next-prospect","audit":"https://www.openagentskill.com/skills/gmickel-flow-next-prospect/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=gmickel-flow-next-prospect&task=Use%20flow-next-prospect%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20flow-next-prospect%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20flow-next-prospect%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/gmickel-flow-next-prospect/install","manifest":"https://www.openagentskill.com/api/registry/manifest/gmickel-flow-next-prospect"}},"machine_metadata":{"version":"openagentskill-agent-metadata-v2","skill":{"slug":"gmickel-flow-next-prospect","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).","category":"research","url":"https://www.openagentskill.com/skills/gmickel-flow-next-prospect","repository":"https://github.com/gmickel/flow-next/tree/main/optimization/capture/baseline","github_repo":"gmickel/flow-next"},"suited_tasks":["Local desktop workflows","Claude Code teams","teams that value GitHub adoption signals","Navigate local resources","Run repeatable desktop actions","Verify file outputs","Search sources","Extract claims"],"suited_agents":["Codex","Claude Code","Cursor","OpenAgentSkill CLI","OpenAI Agents","CLI"],"install":{"command":"npx skills add gmickel/flow-next --skill flow-next-prospect","ready":true,"targets":[{"id":"openagentskill-cli","label":"CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add gmickel-flow-next-prospect"},{"id":"codex","label":"Codex","kind":"agent-prompt","value":"Install the \"flow-next-prospect\" agent skill from https://github.com/gmickel/flow-next/tree/main/optimization/capture/baseline. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 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). After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"gmickel-flow-next-prospect\",\"task\":\"Install flow-next-prospect\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"claude-code","label":"Claude Code","kind":"agent-prompt","value":"Add \"flow-next-prospect\" as a Claude Code skill from https://github.com/gmickel/flow-next/tree/main/optimization/capture/baseline. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 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). After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"gmickel-flow-next-prospect\",\"task\":\"Install flow-next-prospect\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."},{"id":"cursor","label":"Cursor","kind":"agent-prompt","value":"Turn \"flow-next-prospect\" from https://github.com/gmickel/flow-next/tree/main/optimization/capture/baseline into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 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). After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"gmickel-flow-next-prospect\",\"task\":\"Install flow-next-prospect\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes."}],"handoff_url":"https://www.openagentskill.com/api/skills/gmickel-flow-next-prospect/install","manifest_url":"https://www.openagentskill.com/api/registry/manifest/gmickel-flow-next-prospect"},"trust":{"score":76,"label":"Strong shortlist","version":"trust-score-v4","install_policy":"human_review_before_install","evidence":{"stars":"691 GitHub stars","repoActivity":"691 stars, 55 forks","lastPushed":"1d since push","license":"MIT","repository":"https://github.com/gmickel/flow-next/tree/main/optimization/capture/baseline","install":"npx skills add gmickel/flow-next --skill flow-next-prospect","installSafety":"standard package or runtime install path","permissionSurface":"secrets or environment access, shell or command execution","documentation":"Strong README/SKILL.md context","agentOutcomes":"No agent outcome data yet"},"outcome_evidence":{"total":0,"successes":0,"failures":0,"not_relevant":0,"success_rate":null,"recent_success_rate":null,"recent_failure_rate":null,"install_attempts":0,"install_success_rate":null,"risk_blocked":0,"setup_required":0,"avg_output_quality":null,"production_outcomes":0,"last_outcome_at":null,"label":"No agent outcome data yet"},"auto_install":{"allowed":false,"sandbox_required":true,"reason":"Human review or sandbox validation is required before automatic installation."},"best_for":["research","agent-skill"],"known_risks":["Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"agent_proven":{"version":"agent-proven-v1","score":0,"tier":"unproven","label":"Needs first agent run","summary":"No agent outcome reports yet. Use Resolve, run one narrow sandbox task, then report the result.","metrics":{"totalOutcomes":0,"successfulOutcomes":0,"failedOutcomes":0,"installAttempts":0,"installSuccessRate":null,"successRate":null,"recentSuccessRate":null,"recentFailureRate":null,"riskBlocked":0,"setupRequired":0,"notRelevant":0,"avgOutputQuality":null,"avgTimeToUsefulMs":null,"productionOutcomes":0,"humanReviewRequired":0,"uniqueAgents":0,"lastOutcomeAt":null},"signals":[],"penalties":["No real agent outcome evidence yet"]},"audit":{"score":81,"risk_level":"needs_review","risk_label":"Needs review","warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"safety_gate":{"tier":"blocked","label":"Blocked for auto-install","auto_install_policy":"block","auto_install_allowed":false,"human_review_required":true,"blocked":true,"recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first."},"quality":{"score":75,"label":"Strong"},"supply":{"track":"Research and knowledge work","scenario":"Research agents","maintenance":"1d since push","risk":"Needs review"},"alternative_skills":[],"do_not_use_when":["teams that need a vendor-supported SLA","high-compliance environments without internal security review","No OpenAgentSkill engagement data yet","High-risk permission hints: Shell or command execution, Secrets or environment access","Dependency or permission surface needs review","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision."],"agent_contract":{"task_input":"Use flow-next-prospect in an agent workflow","recommended_action":"Do not auto-install. Inspect the source, dependencies, and permission surface first.","install_policy":"block","minimum_review_before_use":["Trust: 76/100 Strong shortlist","Audit: 81/100 Needs review","Safety: 33/100 Avoid automatic install","Review repository, license, install command, and permission surface before production use."],"expected_agent_output":{"selected_skill":"gmickel-flow-next-prospect (flow-next-prospect)","install_command":"npx skills add gmickel/flow-next --skill flow-next-prospect","risk_summary":"Needs review; Blocked for auto-install; Review before production","verification_result":"Report the smallest successful task, files touched, warnings, and any missing setup."}},"outcome_feedback":{"endpoint":"https://www.openagentskill.com/api/agent/outcome","method":"POST","requires_resolve_event_id":true,"event_id_source":"Use install_receipt.outcome_feedback.event_id or feedback.event_id returned by /api/agent/resolve for the current task.","expected_outcomes":["success","failed","not_relevant","blocked_by_risk","setup_required"],"payload_template":{"event_id":"<install_receipt.outcome_feedback.event_id or feedback.event_id from /api/agent/resolve>","skill_slug":"gmickel-flow-next-prospect","task":"Use flow-next-prospect in an agent workflow","agent":"codex","outcome":"success","install_used":true,"risk_blocked":false,"setup_required":false,"task_success":true,"output_quality":4,"error_type":null,"human_review_required":false,"workspace":"sandbox","time_to_useful_ms":120000,"notes":"Report the smallest successful task, setup friction, files touched, and risk notes."}},"endpoints":{"web":"https://www.openagentskill.com/skills/gmickel-flow-next-prospect","api":"https://www.openagentskill.com/api/agent/skills/gmickel-flow-next-prospect","audit":"https://www.openagentskill.com/skills/gmickel-flow-next-prospect/audit","eval":"https://www.openagentskill.com/api/agent/evals?slug=gmickel-flow-next-prospect&task=Use%20flow-next-prospect%20in%20an%20agent%20workflow&max_risk=medium","resolve":"https://www.openagentskill.com/api/agent/resolve?task=Use%20flow-next-prospect%20in%20an%20agent%20workflow&agent=codex&max_risk=medium","receipt":"https://www.openagentskill.com/api/agent/receipt?task=Use%20flow-next-prospect%20in%20an%20agent%20workflow&agent=codex&max_risk=medium&format=text","install":"https://www.openagentskill.com/api/skills/gmickel-flow-next-prospect/install","manifest":"https://www.openagentskill.com/api/registry/manifest/gmickel-flow-next-prospect"}},"supply_profile":{"track":{"slug":"research","label":"Research and knowledge work","shortLabel":"Research","description":"Deep research, source comparison, literature review, RAG, knowledge search, and reports."},"scenario":{"label":"Research agents","description":"I need my agent to research a topic, compare sources, and produce a concise report.","useCases":[{"slug":"local-desktop","title":"Local desktop"},{"slug":"research-agents","title":"Research agents"},{"slug":"document-processing","title":"Document processing"}]},"applicableAgents":["Claude Code","OpenAI Agents","CLI","Codex","Cursor"],"install":{"ready":true,"command":"npx skills add gmickel/flow-next --skill flow-next-prospect","primaryTarget":"CLI","targetCount":4},"githubQuality":{"stars":691,"starsLabel":"691","forks":55,"license":"MIT","qualityScore":75,"trustScore":76,"auditScore":81},"maintenance":{"status":"fresh","label":"1d since push","daysSincePush":1,"lastPushedAt":"2026-09-05T03:01:36+00:00"},"risk":{"level":"needs_review","label":"Needs review","requiresReview":true,"notes":["Dependency or permission surface needs review","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review"]},"coverageTags":["Research","Research agents","agent-skill"]},"audit":{"audit_score":81,"risk_level":"needs_review","risk_label":"Needs review","quality_score":75,"trust_score":76,"maintenance_score":100,"security_score":78,"install_score":92,"warnings":["Dependency or permission surface needs review","Permission surface may require sandboxing","Financial research output is not financial advice; require human review before any live investment decision","Financial research output is not financial advice; require human review before any live investment decision.","Quality score needs review","Permission surface needs review: secrets or environment access, shell or command execution","Dependency/runtime risk: command execution surface, credential or environment access","Permission surface: secrets or environment access, shell or command execution"]},"quality_signals":{"model":"v2","star_score":19.88,"usage_score":0,"review_score":5.1,"metadata_score":3,"freshness_score":15},"platforms":["Claude Code","OpenAI Agents"],"use_cases":[{"slug":"local-desktop","title":"Local desktop","url":"https://www.openagentskill.com/use-cases/local-desktop"},{"slug":"research-agents","title":"Research agents","url":"https://www.openagentskill.com/use-cases/research-agents"},{"slug":"document-processing","title":"Document processing","url":"https://www.openagentskill.com/use-cases/document-processing"},{"slug":"github-automation","title":"GitHub automation","url":"https://www.openagentskill.com/use-cases/github-automation"}],"stacks":[{"slug":"research-report-agent","title":"Research report agent","url":"https://www.openagentskill.com/collections/research-report-agent"},{"slug":"browser-qa-agent","title":"Browser QA agent","url":"https://www.openagentskill.com/collections/browser-qa-agent"},{"slug":"content-growth-agent","title":"Content growth agent","url":"https://www.openagentskill.com/collections/content-growth-agent"}],"install":"npx skills add gmickel/flow-next --skill flow-next-prospect","install_targets":[{"id":"openagentskill-cli","label":"CLI","title":"OpenAgentSkill CLI","kind":"command","value":"npx --yes https://github.com/Leon-Drq/openagentskill/releases/download/cli-v0.3.0/openagentskill-0.3.0.tgz add gmickel-flow-next-prospect","description":"Resolve policy, run the source installer safely, and report a verified install receipt.","copyLabel":"Copy command"},{"id":"codex","label":"Codex","title":"Codex install prompt","kind":"agent-prompt","value":"Install the \"flow-next-prospect\" agent skill from https://github.com/gmickel/flow-next/tree/main/optimization/capture/baseline. Read its SKILL.md or equivalent instructions first, install only the files needed for this workspace, and summarize any required setup before using it. Skill purpose: 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). After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"gmickel-flow-next-prospect\",\"task\":\"Install flow-next-prospect\",\"agent\":\"codex\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Give Codex a repo-aware install prompt when the skill is not available through a local CLI.","copyLabel":"Copy prompt"},{"id":"claude-code","label":"Claude Code","title":"Claude Code skill prompt","kind":"agent-prompt","value":"Add \"flow-next-prospect\" as a Claude Code skill from https://github.com/gmickel/flow-next/tree/main/optimization/capture/baseline. Inspect the skill instructions, place the reusable skill files in the appropriate local skills location for this project, and report the activation steps. Skill purpose: 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). After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"gmickel-flow-next-prospect\",\"task\":\"Install flow-next-prospect\",\"agent\":\"claude-code\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this prompt to ask Claude Code to add the skill and explain the local activation steps.","copyLabel":"Copy prompt"},{"id":"cursor","label":"Cursor","title":"Cursor rule prompt","kind":"agent-prompt","value":"Turn \"flow-next-prospect\" from https://github.com/gmickel/flow-next/tree/main/optimization/capture/baseline into a reusable Cursor project rule or agent instruction. Preserve the core workflow, adapt paths to this repo, and keep the rule scoped to tasks where it is relevant. Skill purpose: 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). After the install attempt, report the result to https://www.openagentskill.com/api/agent/outcome with POST JSON {\"event_id\":\"install_<unique-id>\",\"skill_slug\":\"gmickel-flow-next-prospect\",\"task\":\"Install flow-next-prospect\",\"agent\":\"cursor\",\"outcome\":\"success\",\"install_used\":true}. Replace event_id with a unique value and outcome with success or failed. Report success only after the skill is installed and a minimal verification passes.","description":"Use this when installing as Cursor project rules or reusable agent instructions.","copyLabel":"Copy prompt"}],"repository":"https://github.com/gmickel/flow-next/tree/main/optimization/capture/baseline","github_repo":"gmickel/flow-next","version":"1.0.0","license":"MIT","urls":{"web":"https://www.openagentskill.com/skills/gmickel-flow-next-prospect","repository":"https://github.com/gmickel/flow-next/tree/main/optimization/capture/baseline","api":"/api/agent/skills/gmickel-flow-next-prospect","install_api":"/api/skills/gmickel-flow-next-prospect/install"},"meta":{"created_at":"2026-09-02T23:11:16.48407+00:00","updated_at":"2026-09-05T05:42:52.059935+00:00","agent_friendly":true}}