Every change Wellknown observed on this MCP server, newest first, with what it was before and what it became. Tool-surface changes carry the definition diff. Nothing here is edited after the fact.
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Changed the definition of "import_policy_rules"
⟨44 unchanged words⟩ also summarized in the top-level `citations` map). Coverage runs the other way too: `uncovered_sentences` lists policy sentences no rule's citation points back to (out of `policy_sentence_count`), and `unverified_citations` names rules whose quote is missing or not found verbatim in the policy. Show both to the user: an uncovered sentence may need a rule; an unverified one may be a paraphrase that misstates the policy. `background_sentences` is the subset of uncovered sentences with no obligation language (definitions, preamble); lead with the others, but mention these too, since the split is a keyword heuristic. NOTHING IS SAVED: review the drafts (and ⟨59 unchanged words⟩
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Changed the definition of "decide" and "ingest_text"
⟨188 unchanged words⟩ a source are recorded as "request". as_of: Read the domain's policy documents as of this day, as YYYY-MM-DD (default: today). Use the date a case was filed to decide it under the policy in force then; the rules themselves are always the current ones. unstructured_text: Optional free text (an application, a ⟨168 unchanged words⟩
{"properties":{"as_of":{"anyOf":[{"type":"string"},{"type":"null"}],"default":null,"title":"As Of"},"domain":{"title":"Domain","type": ⟨81 unchanged words⟩
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Added "get_parameters"; changed the definition of "decide" (8 tools before, 9 now)
⟨96 unchanged words⟩ ": 710, "annual_income": 85000}. Use`list_rules``get_parameters` to see which fields a domain's rules test. Facts you read yourself from photos, document scans, voice notes or video go here, under those field names; explicit facts always win over anything extracted server-side. fact_sources: Where each fact in `facts` came from, e.g. {"monthly_income": "payslip.jpg", "claim_usd": "voice note 1"}. Always set this for facts you read from a file, photo, recording or video: it is stored in the decision's audit record so a reviewer can tell typed facts from ones read off evidence. Facts without a source are recorded as "request". unstructured_text: Optional free text (an application, a case note, a voice-note transcript, what a photo or video shows);facts areextracted from it automatically and merged. response_mode: " ⟨94 unchanged words⟩
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Changed the definition of "decide"
⟨29 unchanged words⟩ is generated from the domain's ingested policy documents. Without an API key only the shared demo domains are available, and the response carries `next_step`: how to get a free key for your own rules. Pass that on to the user rather than dropping it. Args: domain: Rule-set domain, e.g. "loan" ⟨152 unchanged words⟩
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Changed the definition of "get_rule_source", "ingest_text" and "put_rules"
⟨19 unchanged words⟩ Use this before `put_rules` to see the currentrules;rules.theFor a built-in demodomainsdomainareyouread-only.get your own copy's rules once you have edited it, otherwise the shared demo's.
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Certificate changed, valid to 2026-12-24
Certificate changed, valid to 2026-12-24
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Verified owner set by github_owner proof on zaharajabeen13-create
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First tool surface recorded: 8 tools (server version 1.29.0)
Showing the latest 52 events. The API returns up to 500 and filters by kind: ?kind=tool_surface_changed
⟨80 unchanged words⟩ or the subscription owner) can add documents. Documents can be dated. A decision only cites documents in force on its date, so a replaced policy is never quoted for a new decision. To publish a new version, ingest it under a new `source` with `supersedes` naming the old one: the old document stops applying on the new one's `effective_from` (today if not given), and the new one starts that day. A document can be superseded only once; to replace a successor, supersede the successor. Args: domain: Domain to ingest into (existing ⟨10 unchanged words⟩ Optional source name shown in the document list. effective_from: First day this document applies, as YYYY-MM-DD (default: always). effective_until: First day it no longer applies, as YYYY-MM-DD (default: no end). supersedes: Source name of the document this one replaces.
⟨3 unchanged words⟩ ":"Domain","type":"string"},"effective_from":{"anyOf":[{"type":"string"},{"type":"null"}],"default":null,"title":"Effective From"},"effective_until":{"anyOf":[{"type":"string"},{"type":"null"}],"default":null,"title":"Effective Until"},"source":{"anyOf":[{"type":"string ⟨2 unchanged words⟩ "}],"default":null,"title":"Source"},"supersedes":{"anyOf":[{"type":"string"},{"type":"null"}],"default":null,"title":"Supersedes"},"text":{"title":"Text", ⟨9 unchanged words⟩
⟨11 unchanged words⟩ From Retrieval","type":"boolean"},"fact_sources":{"anyOf":[{"additionalProperties":{"type":"string"},"type":"object"},{"type":"null"}],"default":null,"title":"Fact Sources"},"facts":{"anyOf":[{"additionalProperties":true, ⟨53 unchanged words⟩
Get decision parameters — List the input parameters a domain's rules decide on — the facts to collect before calling `decide`. Derived from your account's own copy of the rules, so it covers your custom domains too. Each parameter has its `field` name (the key to use in `facts`), `kind` (number / boolean / string), the `tests` rules make on it (e.g. >= 720 — match these units and scales), the `rules` and `verdicts` it can lead to, and `max_salience`. Parameters come most decisive first: those feeding the highest-salience rules, which win when several rules fire. Also returns every verdict the domain can reach.
⟨30 unchanged words⟩ for your account (plan limits apply).TheIngesting into a built-in demodomainsdomainaregivesread-onlyyour account—itsingestownintocopy of that demo (it counts as one of yourowndomains);domainthe sharedinstead.demo others see is unchanged. On team plans, only the domain admin ⟨38 unchanged words⟩
⟨21 unchanged words⟩ it for your account (plan limits apply);.theSaving to a built-in demodomainsdomainaresavesread-only.your own copy of it, seeded from the demo; the shared demo others see is unchanged. Rules are validated before saving — set dry_run=true ⟨339 unchanged words⟩