Writing & Content Workflows

Convert one selected FramePreviewV1 into one release-grade selected Frame, or assemble exactly three frontend-ready alternatives when the creator explicitly requested three. Each retained Frame exposes one title, one body, and one paired image while keeping evidence, settlement, disclosures, and calibration backstage. Preserve and elevate the creator's viewpoint instead of defaulting to correction-first copy. Do not create social-platform variants, research a new thesis, change a selected copy-image pair, freeze unconfirmed settlement fields, publish externally, or expose failed drafts and internal calibration.

Assemble a creator's structured market intent, preserved free text, locked expression plan, unified ViewpointVisualV1, selected evidence, optional full chart, countercase, and optional settlement claim into one product-native ViewpointCardV1 for Cuebook authoring preview and Feed display. Use for the two-step viewpoint flow, block recommendations, preview generation, observation-only posts, and settleable trading views. Do not use to research facts, draw charts, rewrite creator ownership, settle outcomes, publish externally, or place trades.

Assemble the exact sourced market primitives requested by CreatorExpressionPlanV1 into ViewpointDataBundleV1 for Cuebook text and viewpoint visuals. Use after meaning and expression jobs are fixed and a hash-verified CuebookQueryBundleV1 or validated caller data supplies OHLCV, prices, returns, events, levels, formulas, key numbers, or structured evidence for news clusters, distributions, quantile fans, compositions, additive bridges, measured flows, ordered categories, and strategy payoffs. Preserve query and requirement lineage, enforce reconciliation and provenance, record missing requirements, and use fallback only where the plan permits it. Do not call market-data or evidence tools directly, research a new thesis, infer creator conviction, calculate undeclared indicators, write public copy, render graphics, or publish content.

Package and submit the creator's own agent skill to the Cuebook community skill marketplace for review. Use only on an explicit request to publish, submit, or share a skill they authored to Cuebook. Collect the package (one SKILL.md plus references markdown or JSON, no scripts, 512 KiB cap), run the structural pre-check, confirm one manifest card (slug, display name, summary, declared capability tier, license) with the creator, then walk the signed upload contract: beginskillpublish, HTTP PUT, completeskillpublish. Every receipt reads submitted for review — listing happens only after Cuebook's byte-level review pipeline and, for write-capable skills, human review approve and distribute it. Never describe a submission as published or live, never submit without the confirmed card, at most one submission per task, and require the creator's Cuebook handle to exist before beginning.

Build an evidence-backed ResearchPackV1 from a selected ContentOpportunitySetV1 candidate, validated ContentRecipeV1, CreatorFeedV1 records, Cuebook cue, creator claim, company or asset question, earnings event, source set, transcript, or trade-watch request. Use when finance content needs current news or PR anchors, source provenance, requested numbers, metric-basis checks, actual-versus-consensus comparisons, estimate revisions, price reaction, valuation, positioning, liquidity, scenarios, catalysts, and falsifiable thesis logic before rendering. Do not use for opportunity ranking, personal budgeting, portfolio execution, order placement, commentator profiling, or publication-ready social copy.

Classify the explicit or genuinely implied trading play inside a MarketViewSemanticsV1 or creator thesis as TradeLogicProfileV1: strategy family, catalyst, price mechanism, trade expression, horizon, edge, stance, public action/reason lines, and readable tags. Use only when the semantic layer records avoid, conditional, or explicit trade intent; skip this skill for pure observations, sentiment witnesses, and source anecdotes. Keep evidence certainty private and never invent a trade, personalize advice, execute orders, or infer conviction the creator did not express.

Normalize public or explicitly authorized market-commentator material into the CorpusV1 contract. Use when Codex receives JSON, JSONL, or CSV exports of posts, articles, newsletters, or transcripts and must preserve Chinese text, links, entities, metrics availability, deduplication evidence, and provenance before downstream analysis. Do not use this skill to profile an author, infer a persona, imitate a living person, or draft market content.

Normalize public or explicitly authorized market articles, Reddit threads, Xiaohongshu image notes, short videos, transcripts, OCR, comments, and supplied media manifests into MediaCorpusV1. Use before cross-media format distillation when the input contains sections, cards, frames, audio, subtitles, community context, or interactions that CorpusV1 cannot represent. Do not use for scraping bypass, private data, account profiling, format analysis, publishing, or writing new market content.

Compile source posts, excerpts, creator notes, CorpusV1 items, research packs, or market viewpoint drafts into source-faithful MarketViewSemanticsV1. Use before thesis, trade-logic, visual-argument, post, or settlement compilation when Cuebook must preserve source-unit roles and completeness, speaker attribution and creator adoption, speech acts, rhetorical moves, typed subjects, claim certainty and evidence scope, causal and feedback-loop structure, phased posture, trigger-versus-trade-leg semantics, horizon precision, proprietary formulas, and resolution explicitness. Do not use to invent creator conviction, broaden anecdotal sentiment, settle outcomes, or turn quoted/source-only views into first-person creator claims.

Compile a settlement-eligible CreatorExpressionPlanV1, finalized Cuebook market post, PostV1, or TradingThesisV1 into one primary, machine-settleable SettlementClaimV1 plus a readable summary and one-line footer. Supports fixed deadlines and trigger-activated views whose horizon ends at a sourced protocol event such as the next Bitcoin halving. Use after the expression fingerprint is locked or after content writing when the semantics contain a creator-owned forward commitment with an asset, direction, and horizon. Return notapplicable for pure observations, sentiment witnesses, anecdotes, or retrospective attribution. Do not fetch outcomes, score reputation, place trades, invent missing fields, or rewrite a frozen thesis.

Compile a confirmed SettlementClaimV1 plus a DB-bound settlement snapshot into a deterministic SettlementFormulaV1 that Cuebook can freeze, register, display, audit, and evaluate. The launch engine supports exactly four terminal families: one-asset direction, one-asset price target, two-asset direction, and two-asset price targets. Pair direction supports independent all-leg settlement or an equal-notional long/short spread. Activation may still be immediate or trigger-based. Do not invent missing identities, prices, thresholds, clocks, or sources; fetch outcomes; score creators; or place trades.

Compile a Cuebook PostV1, selected public CorpusV1 item, CreatorViewIntentV1, TradingThesisV1, ResearchPackV1, SettlementClaimV1, or bounded creator narrative into VisualArgumentV1: an evidence-linked graph of events, mechanisms, actor actions, market effects, metrics, conditions, countercases, price levels, scenarios, and settlement semantics. Use before turning narrative logic or a verified commentator-post idea into Cuebook causal cards, metric panels, scenario maps, evidence balances, comparison visuals, or thesis charts. Do not render graphics, invent links, imitate a commentator, rewrite creator ownership, calculate market data, publish content, or place trades.

Compose or validate an advanced frontend-selected Cuebook Frame recipe after a fast preview, or when the user explicitly chooses ingredients, presets, analysis controls, batches, or three alternatives. The public destination is always Frame. Do not invoke this contract-heavy recipe step for an ordinary raw idea that only needs one quick Frame preview; do not write final copy, bypass evidence gates, place trades, or publish externally.

Compose a MarketViewSemanticsV1 with genuine avoid, conditional, or explicit trade intent, CreatorViewIntentV1, creator seed, Cuebook reasoning, validated ResearchPackV1, or selected opportunity into a versioned TradingThesisV1 with attributable idea development, evidence, countercase, action state, invalidation, disclosures, and a precommitted resolution contract. Skip pure observations, sentiment witnesses, and source anecdotes; they go from semantics to expression without a thesis. Do not use for final prose, order execution, settlement, reputation scoring, feed ranking, or imitation.

Compute deterministic, source-linked market indicators from Cuebook OHLCV or ThesisChartDataV1 for a creator's selected viewpoint and horizon. Use when a Cuebook author adds an indicator block, asks whether price or volume confirms a thesis, or needs RSI, moving-average distance, ATR, drawdown, volume ratio, VWAP distance, breakout distance, return, or relative strength as evidence. Do not use to invent technical levels, generate prose, choose a trade, draw a chart, place orders, or treat a forming bar as final.

Turn a user's market idea or selected Cuebook material into one creator-owned Frame: a sharp title, reasoned body, and one mobile-first editorial image. Use for drafting, redesigning, or publishing a viewpoint. Once the asset is known, use relevant aligned or contrasting Cuebook Cues as optional thinking anchors, help the creator complete rather than defend their inference, reconcile factual claims with bounded evidence, and confirm the exact idea, copy, settlement, and visual intent before rendering. Never fabricate a future path, fake an official index, trade, or publish before confirmation.

Direct an approved Cuebook viewpoint visual into a short, continuous, data-bound motion narrative as ViewpointMotionSpecV1. Use when a selected VisualDirectionSetV1 or ViewpointVisualV1 should become an animated React Feed card, motion graphic, social clip, or deterministic keyframe sequence. Preserve the creator's thesis and source bindings; do not invent curves, turn every element into a transition, force audio, or animate before a static visual direction has been approved.

Produce release-grade Cuebook Frame visual directions after a fast preview is selected: retain one chosen direction by default, or build three structurally different directions only when the creator explicitly requested alternatives. Preserve source-linked reasoning, divide labor with the Frame title and body, export one 2488 x 1056 publication master per chosen Frame, and return VisualDirectionSetV1. Do not use this release-grade workflow for an ordinary first preview; do not reclassify intent, research missing facts, change the creator's thesis, duplicate the body, invent chart data or a future path, or render settlement backend fields.

Deeply distill a public finance or investment commentator from a handle, author name, URL set, authorized export, or CorpusV1 into an evidence-backed ProfileV1 covering sources, attention, reasoning, writing mechanics, risks, and Cuebook bridge rules. Use for account research, cross-web commentator analysis, or reusable method extraction. Do not use for private-data collection, access-control bypass, living-author imitation, catchphrase cloning, or market-post drafting.

Distill a public or authorized MediaCorpusV1 into an evidence-backed MediaFormatV1 for long-form investment articles, Reddit posts or comments, Xiaohongshu image notes, and finance short videos. Use when the user wants reusable platform grammar, section or beat order, evidence placement, packaging, visual/audio structure, interaction behavior, and policy-aware Cuebook bridge rules. Do not use for collecting raw media, profiling a person, copying a living creator, claiming virality, drafting publishable content, or bypassing platform access controls.

Run the conversational front door for a fresh Cuebook viewpoint. Triage free-form input into 查询 versus 表达观点, extract asset, direction, and horizon only from what the user said, then—once the asset is resolved—use at most one aligned and one contrasting or adjacent Cuebook Cue as optional thought anchors in one heuristic interview. Continue immediately when skipped. Verify required fields against Cuebook, confirm one recap card, and hand a validated ViewpointIntakeV1 seed to create-cuebook-content or compile-cuebook-market-view-semantics. Use when a user 刚进来随口表达观点, required fields are missing or unverified, or browse versus create is unclear. Route pure lookups to query-cuebook and never force creation. Do not draft posts, graphics, or settlement claims, turn a Cue into creator ownership, invent fields, or nag a visitor.

Normalize a Cuebook export, API payload, database snapshot, or mixed batch of news, calendar events, narratives, trade ideas, and trade history into CreatorFeedV1. Use at the intake boundary of a Cuebook trading-content workflow when downstream skills need stable identities, source lineage, entity mapping, cutoff-safe timestamps, reuse permissions, disclosure state, deduplication, and explicit separation between evidence, hypotheses, ideas, executions, and outcomes. Do not use to select topics, research claims, draft content, publish posts, or calculate a public track record.

Run an explicitly advanced or resumable Cuebook Frame workflow: requested three-way alternatives, corrections, reproducibility audits, withdrawals, postmortems, or a release path that genuinely needs a workflow DAG. Ordinary publication of one selected Fast Preview uses the direct publish lane and does not invoke this orchestrator. Do not use for social-platform programs, direct order execution, credential handling, unavailable backend writes, browser verification, or claiming publication without a verified receipt.

Build the release-grade expression contract after a Frame preview is selected, retaining one chosen visual job by default or fast-read/proof/system jobs for explicitly requested alternatives. Preserve meaning, ownership, evidence routes, voice, and text-image division of labor. Do not run this contract-heavy planner for a raw fast preview; do not research facts, create or adopt a trade, render final copy or art, create social variants, imitate a living commentator, or relabel an external view as the creator's experience.