Taiwan stock market data (TWMD): official-source, point-in-time-safe datasets via read-only tools.
Inferred from the transports this listing declares (streamable-http). A client not listed here hasn’t been ruled out — it just isn’t something Forge can confirm.
Verification confirms publisher identity (repo ownership), not code safety. The security scan covers known CVEs and suspicious install scripts.
Read from a real MCP initialize → tools/list handshake against the declared endpoint. No tool was ever invoked — tools/list is the read-only introspection call the protocol defines for this. It reflects what the server advertised at that moment; a hosted endpoint is not pinned to any version and can change without notice.
https://mcp.twmarketdata.com/mcp41 tools · 1025mslist_datasetsList available Taiwan-market datasets (discovery entry point). Returns id / 中文名 /
category / tier / one-line description for each. Use this first to find the right data.
Args:
category: optional, e.g. 'chip'(籌碼) 'fundamental'(基本面) 'price'(行情) 'macro'(總經)
'relation'(關聯/產業鏈) 'derivatives'(期權) 'e…List available Taiwan-market datasets (discovery entry point). Returns id / 中文名 / category / tier / one-line description for each. Use this first to find the right data. Args: category: optional, e.g. 'chip'(籌碼) 'fundamental'(基本面) 'price'(行情) 'macro'(總經) 'relation'(關聯/產業鏈) 'derivatives'(期權) 'e…
| Parameter | Type | Description |
|---|---|---|
| category | — | — |
| tier | — | — |
describe_datasetFULL semantics of one dataset: grain (what a row is), field meanings+units, ★TIME-CORRECTNESS
rules (knowledge_time_field / point_in_time_safe — read before backtesting), relations for
cross-table reasoning, agent_hints (when to use), quant_use (which factors). Args: dataset_id.FULL semantics of one dataset: grain (what a row is), field meanings+units, ★TIME-CORRECTNESS rules (knowledge_time_field / point_in_time_safe — read before backtesting), relations for cross-table reasoning, agent_hints (when to use), quant_use (which factors). Args: dataset_id.
| Parameter | Type | Description |
|---|---|---|
| dataset_id* | string | — |
query_datasetQuery rows with built-in look-ahead protection.
★ POINT-IN-TIME: pass `as_of` (YYYY-MM-DD) for backtesting/agent-learning. For non-point-in-time-safe
datasets (fundamentals, monthly_revenue, dividend_policy…) rows are filtered by DISCLOSURE date <= as_of,
so the agent only sees what was public…Query rows with built-in look-ahead protection. ★ POINT-IN-TIME: pass `as_of` (YYYY-MM-DD) for backtesting/agent-learning. For non-point-in-time-safe datasets (fundamentals, monthly_revenue, dividend_policy…) rows are filtered by DISCLOSURE date <= as_of, so the agent only sees what was public…
| Parameter | Type | Description |
|---|---|---|
| dataset_id* | string | — |
| tickers | — | — |
| start | — | — |
| end | — | — |
| as_of | — | — |
| limit | integer | — |
| cursor | — | — |
find_relatedTraverse the knowledge graph for cross-table / supply-chain reasoning.
- dataset_id: returns join-able datasets (+why) to plan multi-table analysis.
- ticker: returns its industry value-chain node + peers in the same node (supply-chain reasoning).
Args: dataset_id (e.g. 'equity_daily_prices') an…Traverse the knowledge graph for cross-table / supply-chain reasoning. - dataset_id: returns join-able datasets (+why) to plan multi-table analysis. - ticker: returns its industry value-chain node + peers in the same node (supply-chain reasoning). Args: dataset_id (e.g. 'equity_daily_prices') an…
| Parameter | Type | Description |
|---|---|---|
| dataset_id | — | — |
| ticker | — | — |
search_filingsSemantic search over MOPS filings, financial-statement notes and company news.
Answers questions a keyword filter cannot: "what risks did this company disclose this quarter?",
"which companies mentioned CoWoS capacity expansion?" — matching on MEANING, so a paragraph that
never uses your exact…Semantic search over MOPS filings, financial-statement notes and company news. Answers questions a keyword filter cannot: "what risks did this company disclose this quarter?", "which companies mentioned CoWoS capacity expansion?" — matching on MEANING, so a paragraph that never uses your exact…
| Parameter | Type | Description |
|---|---|---|
| query* | string | — |
| tickers | — | — |
| doc_type | — | — |
| as_of | — | — |
| source_tier | — | — |
| limit | integer | — |
explain_provenanceWhere did this number come from, and when could anyone have known it? (WP-6)
★ THIS IS THE GROUNDING TOOL. Every other tool's answer is supposed to be expandable through
this one: given a ticker, a field and a date, it names the dataset that serves that field, the
knowledge column, and WHICH as…Where did this number come from, and when could anyone have known it? (WP-6) ★ THIS IS THE GROUNDING TOOL. Every other tool's answer is supposed to be expandable through this one: given a ticker, a field and a date, it names the dataset that serves that field, the knowledge column, and WHICH as…
| Parameter | Type | Description |
|---|---|---|
| ticker* | string | — |
| field* | string | — |
| date* | string | — |
| dataset | — | — |
get_inclusion_proofProve a row was in the snapshot TWMD published — and check it yourself.
Returns the Merkle sibling path, the signed root, and the checkpoint it belongs to. It returns
the PATH rather than a yes/no on purpose: a service that answers "yes, it is included, trust me"
is the opposite of verifiable.…Prove a row was in the snapshot TWMD published — and check it yourself. Returns the Merkle sibling path, the signed root, and the checkpoint it belongs to. It returns the PATH rather than a yes/no on purpose: a service that answers "yes, it is included, trust me" is the opposite of verifiable.…
| Parameter | Type | Description |
|---|---|---|
| dataset* | string | — |
| row_key* | string | — |
| snapshot_version | — | — |
cite_thisProduce a bibliographic citation for TWMD data — APA, BibTeX, and a re-verifiable token.
★ FOR PAPERS, REGULATORY FILINGS AND ANYTHING A REVIEWER WILL RE-CHECK LATER. A dataset is
corrected, backfilled and re-run. Three years from now a reviewer opening our API sees different
numbers than the…Produce a bibliographic citation for TWMD data — APA, BibTeX, and a re-verifiable token. ★ FOR PAPERS, REGULATORY FILINGS AND ANYTHING A REVIEWER WILL RE-CHECK LATER. A dataset is corrected, backfilled and re-run. Three years from now a reviewer opening our API sees different numbers than the…
| Parameter | Type | Description |
|---|---|---|
| dataset* | string | — |
| as_of | — | — |
| row_key | — | — |
read_primary_textRead the FULL TEXT of filings and announcements — with proof links and a knowledge cutoff.
★ NOT `search_filings`. That one ranks passages by similarity and hands you fragments; this hands
you whole documents so you can read what was actually said and where it sat in the filing.
Similarity is n…Read the FULL TEXT of filings and announcements — with proof links and a knowledge cutoff. ★ NOT `search_filings`. That one ranks passages by similarity and hands you fragments; this hands you whole documents so you can read what was actually said and where it sat in the filing. Similarity is n…
| Parameter | Type | Description |
|---|---|---|
| source* | string | — |
| tickers | — | — |
| as_of | — | — |
| since | — | — |
| limit | integer | — |
askAnswer a plain-language question in Taiwanese-market vocabulary, sentence by sourced sentence.
★ FOR BEGINNERS WHO DO NOT KNOW WHICH DATASET THEY WANT. Ask "PBR 是什麼" or "什麼叫漲跌停"
in ordinary words; routing happens on our side. `describe_dataset` explains a table you already
named, `search_filing…Answer a plain-language question in Taiwanese-market vocabulary, sentence by sourced sentence. ★ FOR BEGINNERS WHO DO NOT KNOW WHICH DATASET THEY WANT. Ask "PBR 是什麼" or "什麼叫漲跌停" in ordinary words; routing happens on our side. `describe_dataset` explains a table you already named, `search_filing…
| Parameter | Type | Description |
|---|---|---|
| question* | string | — |
| as_of | — | — |
chartTurn rows you already fetched into a Vega-Lite drawing your chat window can render.
★ IT DRAWS; IT DOES NOT FETCH. Hand it the output of `query_dataset` — this tool never touches
the database, so it cannot bypass the `as_of` filter those rows were selected under. A plotting
tool that fetched it…Turn rows you already fetched into a Vega-Lite drawing your chat window can render. ★ IT DRAWS; IT DOES NOT FETCH. Hand it the output of `query_dataset` — this tool never touches the database, so it cannot bypass the `as_of` filter those rows were selected under. A plotting tool that fetched it…
| Parameter | Type | Description |
|---|---|---|
| rows* | array | — |
| x_field* | string | — |
| y_field* | string | — |
| title | string | — |
| mark | string | — |
screenTurn a spoken shortlist description into explicit numeric cut-offs, and show the cut-offs.
★ THE THRESHOLDS COME BACK WITH THE SHORTLIST. "低本益比" becomes `per < 15`, and that 15 is
printed in `applied[]` so you can disagree with it. A filter that hands over thirty names
without saying where it d…Turn a spoken shortlist description into explicit numeric cut-offs, and show the cut-offs. ★ THE THRESHOLDS COME BACK WITH THE SHORTLIST. "低本益比" becomes `per < 15`, and that 15 is printed in `applied[]` so you can disagree with it. A filter that hands over thirty names without saying where it d…
| Parameter | Type | Description |
|---|---|---|
| conditions* | string | — |
| as_of | — | — |
| rows | — | — |
query_regimeThe Taiwan business-cycle light (NDC monitoring indicator) as a monthly series.
★ THIS IS A REVISED FIGURE, NOT A POINT-IN-TIME ONE. Every response carries
`revision_basis: as_revised`. Our source holds exactly one row per month — the CURRENT value,
not the value as first published — and it rec…The Taiwan business-cycle light (NDC monitoring indicator) as a monthly series. ★ THIS IS A REVISED FIGURE, NOT A POINT-IN-TIME ONE. Every response carries `revision_basis: as_revised`. Our source holds exactly one row per month — the CURRENT value, not the value as first published — and it rec…
| Parameter | Type | Description |
|---|---|---|
| start | — | — |
| end | — | — |
| as_of | — | — |
| limit | integer | — |
calendarSort corporate dates into what is still ahead and what has already passed.
★ TWO DATES, NOT ONE. What is "upcoming" is decided by the date the event HAPPENS; `as_of`
filters on the date it was ANNOUNCED. An ex-dividend declared on 2026-08-01 for 2026-09-15 is
both already known and still ahead…Sort corporate dates into what is still ahead and what has already passed. ★ TWO DATES, NOT ONE. What is "upcoming" is decided by the date the event HAPPENS; `as_of` filters on the date it was ANNOUNCED. An ex-dividend declared on 2026-08-01 for 2026-09-15 is both already known and still ahead…
| Parameter | Type | Description |
|---|---|---|
| rows | — | — |
| today | string | — |
| as_of | — | — |
compareLay two to five named companies side by side on the same measures, gaps marked as gaps.
★ AN ABSENT FIGURE STAYS ABSENT, AND THE COMPANY STAYS ON THE TABLE. A blank cell is reported
as `available: false`, never filled with a zero, a previous period, or by quietly dropping the
column. Dropping i…Lay two to five named companies side by side on the same measures, gaps marked as gaps. ★ AN ABSENT FIGURE STAYS ABSENT, AND THE COMPANY STAYS ON THE TABLE. A blank cell is reported as `available: false`, never filled with a zero, a previous period, or by quietly dropping the column. Dropping i…
| Parameter | Type | Description |
|---|---|---|
| tickers* | array | — |
| metrics* | array | — |
| rows_by_ticker | — | — |
| as_of | — | — |
get_code_exampleEmit a copy-pasteable HTTP snippet wired to the real endpoint, header and parameter names.
★ FOR WRITING YOUR OWN CLIENT, NOT FOR GETTING DATA. Every other tool here answers a question;
this one hands you source code so your program can ask it directly over HTTPS. Nothing is
fetched and no rows…Emit a copy-pasteable HTTP snippet wired to the real endpoint, header and parameter names. ★ FOR WRITING YOUR OWN CLIENT, NOT FOR GETTING DATA. Every other tool here answers a question; this one hands you source code so your program can ask it directly over HTTPS. Nothing is fetched and no rows…
| Parameter | Type | Description |
|---|---|---|
| intent* | string | — |
| language | string | — |
| ticker | string | — |
| as_of | — | — |
run_recipeReplay a saved multi-step routine over rows you fetched, with every step listed.
★ THREE ROUTINES: `momentum_scan` (rank by a return column), `earnings_surprise`
(actual versus estimate), `dividend_capture` (which ex-dates are still ahead).
★ A SAVED ROUTINE IS NOT A TRADING VIEW. The names ar…Replay a saved multi-step routine over rows you fetched, with every step listed. ★ THREE ROUTINES: `momentum_scan` (rank by a return column), `earnings_surprise` (actual versus estimate), `dividend_capture` (which ex-dates are still ahead). ★ A SAVED ROUTINE IS NOT A TRADING VIEW. The names ar…
| Parameter | Type | Description |
|---|---|---|
| recipe* | string | — |
| rows | — | — |
| as_of | — | — |
| today | string | — |
| top_n | integer | — |
| min_yield | — | — |
try_sampleHand an unregistered caller a short taste of an open dataset, plus where to unlock the rest.
★ WHAT AN ACCOUNTLESS CALLER GETS INSTEAD OF A BARE REFUSAL. Somebody arriving through a chat
connector with no plan would otherwise meet a flat rejection, which the host model relays as
"this service t…Hand an unregistered caller a short taste of an open dataset, plus where to unlock the rest. ★ WHAT AN ACCOUNTLESS CALLER GETS INSTEAD OF A BARE REFUSAL. Somebody arriving through a chat connector with no plan would otherwise meet a flat rejection, which the host model relays as "this service t…
| Parameter | Type | Description |
|---|---|---|
| dataset* | string | — |
| keyless_eligible | boolean | — |
| rows | — | — |
run_backtestRun a point-in-time backtest and return its run_id, metrics, sources and honesty checks.
The run may only see data stamped on or before `as_of` — that is enforced structurally, not
by convention. Results arrive with the data `query_ids` behind them and an anti-overfitting
verdict (out-of-sample…Run a point-in-time backtest and return its run_id, metrics, sources and honesty checks. The run may only see data stamped on or before `as_of` — that is enforced structurally, not by convention. Results arrive with the data `query_ids` behind them and an anti-overfitting verdict (out-of-sample…
| Parameter | Type | Description |
|---|---|---|
| strategy_id* | string | — |
| start* | string | — |
| end* | string | — |
| as_of* | string | — |
| tickers | — | — |
| universe_kind | string | — |
| market | — | — |
| rebalance | string | — |
| cost_bps | number | — |
| params | — | — |
| label | — | — |
get_backtestRetrieve a previous backtest by run_id — the full record, including why it was rejected.
Only runs in YOUR namespace are visible; a run_id belonging to someone else is simply not
found. Args: run_id (the `twmd_bt_…` handle returned by run_backtest).Retrieve a previous backtest by run_id — the full record, including why it was rejected. Only runs in YOUR namespace are visible; a run_id belonging to someone else is simply not found. Args: run_id (the `twmd_bt_…` handle returned by run_backtest).
| Parameter | Type | Description |
|---|---|---|
| run_id* | string | — |
replay_backtestRe-run a stored backtest and report whether it still produces the same numbers.
Same spec, same `as_of`, same data questions. If the numbers moved, either the engine
version changed or the underlying data was restated — both are reported, neither is
smoothed over. Args: run_id.Re-run a stored backtest and report whether it still produces the same numbers. Same spec, same `as_of`, same data questions. If the numbers moved, either the engine version changed or the underlying data was restated — both are reported, neither is smoothed over. Args: run_id.
| Parameter | Type | Description |
|---|---|---|
| run_id* | string | — |
list_backtestsBrowse an INDEX of your past backtest runs — ids and headline metrics only, no re-execution.
Use when you want to find a run whose id you have forgotten. It never re-computes anything:
`run_backtest` executes a new one, `get_backtest` opens a single record in full, and
`replay_backtest` re-deri…Browse an INDEX of your past backtest runs — ids and headline metrics only, no re-execution. Use when you want to find a run whose id you have forgotten. It never re-computes anything: `run_backtest` executes a new one, `get_backtest` opens a single record in full, and `replay_backtest` re-deri…
| Parameter | Type | Description |
|---|---|---|
| strategy_id | — | — |
| limit | integer | — |
memory_saveRemember something, with its sources and its knowledge time.
Nothing is ever overwritten: saving a `factor_def` or `watchlist` under an existing key
SUPERSEDES the previous version (both rows survive, so "what did I believe in June?" stays
answerable), and saving identical content twice is a no…Remember something, with its sources and its knowledge time. Nothing is ever overwritten: saving a `factor_def` or `watchlist` under an existing key SUPERSEDES the previous version (both rows survive, so "what did I believe in June?" stays answerable), and saving identical content twice is a no…
| Parameter | Type | Description |
|---|---|---|
| kind* | string | — |
| content* | object | — |
| key | — | — |
| as_of | — | — |
| source_query_ids | — | — |
| agent_id | — | — |
memory_searchRecall your own memories — hybrid (semantic + exact-term), with provenance attached.
Every result carries where it came from (`source_query_ids`, replayable), when it was
believed (`valid_from`/`valid_to`) and what knowledge time it is about (`as_of`), plus a
`recall` block stating which model…Recall your own memories — hybrid (semantic + exact-term), with provenance attached. Every result carries where it came from (`source_query_ids`, replayable), when it was believed (`valid_from`/`valid_to`) and what knowledge time it is about (`as_of`), plus a `recall` block stating which model…
| Parameter | Type | Description |
|---|---|---|
| query | string | — |
| kinds | — | — |
| as_of | — | — |
| key | — | — |
| agent_id | — | — |
| include_superseded | boolean | — |
| limit | integer | — |
memory_get_watchlistRead the tickers on one named watchlist, as it stands right now.
A curated roster you maintain — distinct from `memory_search`, which digs through everything
you ever recorded, and from `list_alerts`, which is about price triggers rather than symbols
you are following. Args: key — the roster's…Read the tickers on one named watchlist, as it stands right now. A curated roster you maintain — distinct from `memory_search`, which digs through everything you ever recorded, and from `list_alerts`, which is about price triggers rather than symbols you are following. Args: key — the roster's…
| Parameter | Type | Description |
|---|---|---|
| key | string | — |
memory_replay_queryRe-run a remembered query by its `twmd_q_…` id, through the read API's own replay store.
This is what makes a recalled finding checkable: the memory says where it came from, and
this fetches that same data again. It never re-executes the query by another route — two
implementations of "replay"…Re-run a remembered query by its `twmd_q_…` id, through the read API's own replay store. This is what makes a recalled finding checkable: the memory says where it came from, and this fetches that same data again. It never re-executes the query by another route — two implementations of "replay"…
| Parameter | Type | Description |
|---|---|---|
| query_id* | string | — |
run_researchRun a multi-agent research pass and return a structured, sourced report.
Six roles run in order — data analyst, factor researcher, backtest engineer, risk officer,
portfolio manager, compliance officer. Each step's output carries the `query_ids` behind it;
risks are reported alongside results,…Run a multi-agent research pass and return a structured, sourced report. Six roles run in order — data analyst, factor researcher, backtest engineer, risk officer, portfolio manager, compliance officer. Each step's output carries the `query_ids` behind it; risks are reported alongside results,…
| Parameter | Type | Description |
|---|---|---|
| prompt* | string | — |
| as_of* | string | — |
| tickers | — | — |
| start | — | — |
| end | — | — |
| max_backtests | integer | — |
get_researchRetrieve one of YOUR previous research reports. Others' runs are simply not found.
Args: research_id — the identifier `run_research` returned when it started that run.Retrieve one of YOUR previous research reports. Others' runs are simply not found. Args: research_id — the identifier `run_research` returned when it started that run.
| Parameter | Type | Description |
|---|---|---|
| research_id* | string | — |
list_pending_actionsFinancial actions proposed by your research runs that are waiting for a human decision.
Nothing here has been executed or ever will be by this system. These are proposals.Financial actions proposed by your research runs that are waiting for a human decision. Nothing here has been executed or ever will be by this system. These are proposals.
No input schema was published for this tool.
approve_actionRecord a HUMAN's approval of a proposed action.
This writes an audit record naming who approved what, and when. It does NOT execute the
action: TWMD has no order or funds path, by design. Execution, if any, happens elsewhere and
is performed by a person.
Args:
action_id: from `list_pending_a…Record a HUMAN's approval of a proposed action. This writes an audit record naming who approved what, and when. It does NOT execute the action: TWMD has no order or funds path, by design. Execution, if any, happens elsewhere and is performed by a person. Args: action_id: from `list_pending_a…
| Parameter | Type | Description |
|---|---|---|
| action_id* | string | — |
| approver* | string | — |
list_alertsShow the price-trigger rules you have armed, and whether each is still armed.
A read-only inventory of thresholds you asked to be watched — it arms nothing and cancels
nothing (`set_price_alert` arms, `delete_alert` cancels). Another customer's triggers are
simply not visible here.Show the price-trigger rules you have armed, and whether each is still armed. A read-only inventory of thresholds you asked to be watched — it arms nothing and cancels nothing (`set_price_alert` arms, `delete_alert` cancels). Another customer's triggers are simply not visible here.
No input schema was published for this tool.
set_price_alertLeave a standing instruction: tell me when this symbol crosses this price.
The alert OUTLIVES this conversation. It is evaluated against official daily closes by a
resident agent and delivered to your realtime stream and to any webhook endpoints you have
registered — signed, retried, and de-dup…Leave a standing instruction: tell me when this symbol crosses this price. The alert OUTLIVES this conversation. It is evaluated against official daily closes by a resident agent and delivered to your realtime stream and to any webhook endpoints you have registered — signed, retried, and de-dup…
| Parameter | Type | Description |
|---|---|---|
| rule_id* | string | — |
| symbol* | string | — |
| direction* | string | — |
| threshold* | number | — |
| label | — | — |
| edge_triggered | boolean | — |
delete_alertprivilegedCancel one armed price trigger permanently, by its rule id.
Disarms a single watch so it will not fire again — the opposite of `set_price_alert`,
and unlike `list_alerts` it changes state rather than reporting it. Cancellation is
irreversible: re-arming means creating a fresh trigger. Naming so…Cancel one armed price trigger permanently, by its rule id. Disarms a single watch so it will not fire again — the opposite of `set_price_alert`, and unlike `list_alerts` it changes state rather than reporting it. Cancellation is irreversible: re-arming means creating a fresh trigger. Naming so…
| Parameter | Type | Description |
|---|---|---|
| rule_id* | string | — |
risk_assessMeasure a portfolio you state against limits you state, on official point-in-time prices.
Reports concentration and peak-to-trough drawdown, and NAMES every position it could not
price rather than quietly assessing the rest — an assessment covering 60% of a portfolio
without saying so is worse…Measure a portfolio you state against limits you state, on official point-in-time prices. Reports concentration and peak-to-trough drawdown, and NAMES every position it could not price rather than quietly assessing the rest — an assessment covering 60% of a portfolio without saying so is worse…
| Parameter | Type | Description |
|---|---|---|
| positions* | array | — |
| as_of | — | — |
| max_position_weight | number | — |
| max_drawdown | number | — |
agent_activityWhat YOUR agents have actually done, from the durable audit trail.
Every resident agent records what it did and ON WHAT BASIS — the rule and the two closes
behind an alert, the coverage and limits behind a risk finding, the run_id and declared trial
count behind a factor verdict. This is that t…What YOUR agents have actually done, from the durable audit trail. Every resident agent records what it did and ON WHAT BASIS — the rule and the two closes behind an alert, the coverage and limits behind a risk finding, the run_id and declared trial count behind a factor verdict. This is that t…
| Parameter | Type | Description |
|---|---|---|
| limit | integer | — |
list_factor_findingsVerdicts from the overnight factor search on YOUR namespace — including the rejections.
The rejections are returned deliberately. A research log that keeps only the winners is the
highlight reel overfitting lives in, and the acceptance RATE is the number that tells you
whether the anti-overfitt…Verdicts from the overnight factor search on YOUR namespace — including the rejections. The rejections are returned deliberately. A research log that keeps only the winners is the highlight reel overfitting lives in, and the acceptance RATE is the number that tells you whether the anti-overfitt…
| Parameter | Type | Description |
|---|---|---|
| limit | integer | — |
company_health_check一檔股票的誠實體檢:成長、獲利品質、估值、籌碼、紅旗,每個數字可驗證。
★ 這是**事實整理**,不是投資建議、不是預測、不是目標價。輸出帶
`does_not_prove`,轉述時請一併保留。
★ POINT-IN-TIME:`as_of` 逐資料集尊重揭露時差 —— 月營收用法定截止日推得的
估計時點,財報用出表日,估值是當日。不給 `as_of` 就用「現在可知的最新」,
**不是今天**。
★ 沒看到的東西會列在 `cannot_see`,並說明是「查了沒有」「查詢失敗」還是
「散佈權未取得」—— 三者不同。⚠️ 不要替 `cannot_see` 裡的項目估算或補…一檔股票的誠實體檢:成長、獲利品質、估值、籌碼、紅旗,每個數字可驗證。 ★ 這是**事實整理**,不是投資建議、不是預測、不是目標價。輸出帶 `does_not_prove`,轉述時請一併保留。 ★ POINT-IN-TIME:`as_of` 逐資料集尊重揭露時差 —— 月營收用法定截止日推得的 估計時點,財報用出表日,估值是當日。不給 `as_of` 就用「現在可知的最新」, **不是今天**。 ★ 沒看到的東西會列在 `cannot_see`,並說明是「查了沒有」「查詢失敗」還是 「散佈權未取得」—— 三者不同。⚠️ 不要替 `cannot_see` 裡的項目估算或補…
| Parameter | Type | Description |
|---|---|---|
| ticker* | string | — |
| as_of | — | — |
positioning_read籌碼結構:法人分項、融資融券、借券使用率、大戶集中度、董監質押。
★ 事實整理,不是投資建議、不是預測、不是目標價。輸出帶 `does_not_prove`。
★ POINT-IN-TIME:`as_of` 逐資料集尊重揭露時差;不給就用「現在可知的最新」。
★ 看不到的在 `cannot_see`,並分「查了沒有 / 查詢失敗 / 散佈權未取得」。
⚠️ 逐券商分點進出**永遠**在 cannot_see —— 散佈權未取得,不要替它估算。
★ PRECONDITIONS:自己取數,rows 不需要先用 `query_dataset` 備好;requires 一個
已識別的…籌碼結構:法人分項、融資融券、借券使用率、大戶集中度、董監質押。 ★ 事實整理,不是投資建議、不是預測、不是目標價。輸出帶 `does_not_prove`。 ★ POINT-IN-TIME:`as_of` 逐資料集尊重揭露時差;不給就用「現在可知的最新」。 ★ 看不到的在 `cannot_see`,並分「查了沒有 / 查詢失敗 / 散佈權未取得」。 ⚠️ 逐券商分點進出**永遠**在 cannot_see —— 散佈權未取得,不要替它估算。 ★ PRECONDITIONS:自己取數,rows 不需要先用 `query_dataset` 備好;requires 一個 已識別的…
| Parameter | Type | Description |
|---|---|---|
| ticker* | string | — |
| as_of | — | — |
macro_regime_read總經 Regime:景氣信號、利率與殖利率曲線、匯率、資金流。
★ 這支講的是**整個市場**,不是任何一檔個股 —— 所以它不收 ticker。
★ 事實整理,不是投資建議、不是預測。輸出帶 `does_not_prove`。
★ ⚠️ `macro_worldbank` 類的來源會**回溯修訂**歷史年度:今天讀到的舊年度數字
和當時看到的不是同一個,`pit_notes` 會標出來。
★ Args:只有 `as_of`(選填)—— 它**不收 ticker**,因為主體是整個市場。
★ Returns:同一個誠實信封;`subject` 固定是 "TW_MARKET"。…總經 Regime:景氣信號、利率與殖利率曲線、匯率、資金流。 ★ 這支講的是**整個市場**,不是任何一檔個股 —— 所以它不收 ticker。 ★ 事實整理,不是投資建議、不是預測。輸出帶 `does_not_prove`。 ★ ⚠️ `macro_worldbank` 類的來源會**回溯修訂**歷史年度:今天讀到的舊年度數字 和當時看到的不是同一個,`pit_notes` 會標出來。 ★ Args:只有 `as_of`(選填)—— 它**不收 ticker**,因為主體是整個市場。 ★ Returns:同一個誠實信封;`subject` 固定是 "TW_MARKET"。…
| Parameter | Type | Description |
|---|---|---|
| as_of | — | — |
supply_chain_read供應鏈與同業:產業鏈位置、同業分組、轉投資、外銷訂單 vs 營收。
★ 事實整理,不是投資建議、不是預測。輸出帶 `does_not_prove`。
★ ⚠️ `company_peer_groups` 無日期欄:指定過去的 `as_of` 時,回的是**現況**分組,
`pit_notes` 會標「非當時分類」。
★ ⚠️ 質化的客戶/供應商關係與分部營收在年報附註,那條來源**尚未建置** ——
固定列在 `cannot_see`(status=no_loader),不是這次查失敗。
★ Args:`ticker`(例如 "2330")、`as_of`(選填)。
★ Re…供應鏈與同業:產業鏈位置、同業分組、轉投資、外銷訂單 vs 營收。 ★ 事實整理,不是投資建議、不是預測。輸出帶 `does_not_prove`。 ★ ⚠️ `company_peer_groups` 無日期欄:指定過去的 `as_of` 時,回的是**現況**分組, `pit_notes` 會標「非當時分類」。 ★ ⚠️ 質化的客戶/供應商關係與分部營收在年報附註,那條來源**尚未建置** —— 固定列在 `cannot_see`(status=no_loader),不是這次查失敗。 ★ Args:`ticker`(例如 "2330")、`as_of`(選填)。 ★ Re…
| Parameter | Type | Description |
|---|---|---|
| ticker* | string | — |
| as_of | — | — |
risk_read事件與市場結構風險:隱含波動率、注意處置、裁罰訴訟、放空限制、因子。
★ ⚠️ **部位集中度與回撤不在這裡** —— 那是 `risk_assess` 的職責。重算一份會產生
第二個答案,而兩個都帶著我們的名字。
★ `checked_and_clear` 是「查過而且確認沒有」(例如近一年無裁罰),和
`cannot_see` 的「不知道」是兩回事。
★ 事實整理,不是投資建議、不是預測。輸出帶 `does_not_prove`。
★ Args:`ticker`(例如 "2330")、`as_of`(選填)。
★ Returns:誠實信封;事件風險 listed in `…事件與市場結構風險:隱含波動率、注意處置、裁罰訴訟、放空限制、因子。 ★ ⚠️ **部位集中度與回撤不在這裡** —— 那是 `risk_assess` 的職責。重算一份會產生 第二個答案,而兩個都帶著我們的名字。 ★ `checked_and_clear` 是「查過而且確認沒有」(例如近一年無裁罰),和 `cannot_see` 的「不知道」是兩回事。 ★ 事實整理,不是投資建議、不是預測。輸出帶 `does_not_prove`。 ★ Args:`ticker`(例如 "2330")、`as_of`(選填)。 ★ Returns:誠實信封;事件風險 listed in `…
| Parameter | Type | Description |
|---|---|---|
| ticker* | string | — |
| as_of | — | — |
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Taiwan stock market data (TWMD): official-source, point-in-time-safe datasets via read-only tools.
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