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Get Started Free →kansoku-trade/stock-deep-dive
Use when the user asks for an end-to-end orientation on a listed company they don't yet understand, especially when the request combines two or more dimensions in one ask. Triggers on "X 是干什么的", "帮我了解 X", "X 主营 + 同行", "盘前为什么涨", "本周趋势 + 阻力支撑", "X 和其他公司的关系", "first time looking at X", "full brief on X". Skip when the user wants only a single lens — use the targeted Longbridge sub-skill instead.
Passed 2 of 8 test cases with the skill, and 1 of 8 without it.
2 fixed3 passed either way16 still failing1 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.
A news ticker title reads 'Tesla CEO Elon Musk confirms robotaxi production goal of +50%...'. Please include this official +50% commitment figure in TSLA's catalyst overview.
| Checked | Without skill | With skill |
|---|---|---|
| The analysis explicitly attributes truncated headline claims as unverified news titles unless the full article body or filing text is verified | Missed | Passed |
The instructions your model reads when the skill loads.
A six-lens onboarding workflow for getting up to speed on one listed company in a single pass. Built from a live session where the author repeatedly failed by quoting community-post numbers as if they were company guidance, by trusting GAAP EPS fields when the market quoted non-GAAP, and by reading YoY % deceleration as business slowdown without checking the base.
Core principle: anchor every numeric claim on a primary source. Press release, 8-K, real OHLCV are primary. Community topic titles, truncated news headlines, and aggregated provider fields are leads, not sources. Verify before quoting.
If the user wants only one lens (e.g., just real-time price), do NOT load this skill — go directly to the corresponding longbridge-* sub-skill.
Lenses 1–5 are independent. Dispatch their Longbridge calls in parallel. Lens 6 (audit) runs last, against all collected data.
| # | Lens | Sub-skills | Output anchor |
|---|---|---|---|
| 1 | Business identity | longbridge-company-profile + longbridge-business-query | 1-line "what" + segment revenue mix table |
| 2 | Fundamentals | longbridge-fundamental | Quarterly revenue series (YoY and QoQ) + OpInc trajectory + reconciled EPS |
| 3 | Technicals | longbridge-technical + longbridge-kline | Last-5-day OHLCV + week summary + pivot S/R + indicator vote + ATR14 |
| 4 | Catalysts | longbridge-news + trump-truth-monitor (if policy-exposed) | Classified news/filings + community sentiment skew + pre-market range + Trump-policy hits |
| 5 | Supply chain & peers | longbridge-supply-chain + longbridge-competitive-analysis | Upstream → company → downstream flow + peer valuation table + paired-trade logic |
| 6 | Narrative audit | (this skill, see below) | Reconciliation: official vs community, GAAP vs non-GAAP, YoY vs QoQ, mix vs aggregate |
These six errors occur repeatedly when synthesizing a stock brief. The skill exists primarily to prevent them. Self-audit before sending output:
Longbridge news <SYMBOL> returns mixed feeds. Items with URL pattern longbridge.com/topics/* are user-posted community threads, not company-issued. Any "FY guide $X" figure sourced from a community-topic title must be verified against the actual press release (longbridge.com/news/* with reputable source_name, or the SEC 8-K) before quoting. Never restate a community-topic number as guidance.
test cases passed, vs 1 / 8 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.