Install
$ agentstack add skill-alfadur7-llm-wiki-newsroom-scholarly-citation ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
scholarly-citation
Verifiable-attribution craft drawn from scholarly/scientific citation traditions (citation classification, typing, anchoring). It ensures every claim in this wiki is atomized, evidence-graded, attributed to a speaker, typed by citation meaning, and anchored to a source location — and therefore traceable. Unlike the three borrowed traditions (narrative, exec summary, encyclopedic neutrality), this craft synthesizes external sources into an atomic-claim schema and is the project's signature. criteria.json is the SoT for each criterion's definition, comparator, and source; wiki-global state (page existence·hub type·section titles) is injected by the orchestrator (tools/_lint/source.py). The schema literals (## Key Claims, [fact], cites: etc.) are the wiki's actual schema markers and section headers.
Claim atomization & grading (cit.grade-marker · cit.atomic · cit.composite-split)
One claim, one line, one utterance. Each line of ## Key Claims (Key Claims) marks an evidence grade — [fact] (primary source), [analysis] (secondary analysis), [forecast] (forecast). Putting two subjects' claims on one line (joined by "and"/"&" or a comma series spanning two hubs; ko: the conjunctions 와/및), or chaining verb phrases on one line ("…did, and …did"; ko: ~했고, ~했다), breaks atomicity.
Claimant attribution (cit.claimant-link · cit.claimant-valid · cit.speaker-link)
Every claim is bound to who said it. A [[claimant]] wikilink right after the grade marker names the speaker; anonymous subjects ("the government"·"industry sources"; ko 정부는·업계에서는) are forbidden (WP:ASF — "avoid stating opinions as facts"; attribute them to a named source). A blockquote carries a speaker-attribution wikilink (APA author-date principle — identify the cited author). The attribution target must exist as a real page.
Citation typing (cit.cite-type · cit.cite-distribution · cit.cite-type-hub)
Each line of ## Connections (Connections) types the citation's meaning — cites: (direct grounds)·references: (context)·contradicts: (dispute)·defines: (definition). This extends scite Smart Citations' Supporting / Mentioning / Contrasting classes (with defines: added). If every line collapses to the default-safe references:, that signals avoidance of meaning classification. defines: points only to a concept hub.
Source anchoring (cit.anchor · cit.anchor-valid)
An external-evidence citation anchors to the source's section — [[slug#section]] (ko: [[slug#섹션]]). This applies Xanadu citation anchoring (visible links to the precise source location, Ted Nelson) at the source level; a gradual migration, so 0% still passes (advisory), but the anchor target's slug and section must exist.
Synthesis citation integrity (cit.cite-consistency · cit.grounding · cit.anchor-evidence)
A piece synthesizing many sources follows Select→Read→Cite discipline — the declared source set (frontmatter) is the top set, and both the sources read and the sources cited in the body are subsets of it.
- cit.cite-consistency — every source cited in the body is registered in the declared source list (body ⊆ declaration). Citing an undeclared source is an editorial slip (omission).
- cit.grounding — a source offered as representative evidence must actually be read and used. When at least one of the source's direct-quote / key-claim items appears in the body as a substring, that is objective evidence of having read it (writing from a one-line summary by memory/guess risks divergence from the source). The deterministic lint blocks only the "never read at all" extreme; full read-through rests on editor self-discipline.
- cit.anchor-evidence — when a direct quote is placed in representative evidence, mark the citation location with a source section anchor (
[[slug#section]]; ko[[slug#섹션]]) — the same Xanadu principle applied to synthesis evidence. A gradual migration, so advisory.
Schema meta-use (cit.grade-meta · cit.cite-type-meta)
The synthesizing piece's narrative consciously reflects the evidence-grade ([fact]·[analysis]·[forecast]) and citation-type (cites:·references:·contradicts:·defines:) schema attached to sources — noting which grades the evidence base rests on, the dominant claimant, strong coupling (cites) vs context (references) — to deepen attribution. Confine attribution strength to factual statements; do not let it spill into verdict conclusions. Deterministic measurement (count_grade_meta·count_cite_type_meta) counts grade/cite-type meta expressions as advisory.
Sources
Each URL points to the relevant page as of the last verification.
- Toulmin Argument — Purdue OWL — Claim·Data·Warrant·Qualifier decomposition (claim atomization)
- scite citation classification · Elicit — claim atomization + citation-context classification (evidence grading·citation typing)
- Wikipedia:Manual of Style/Words to watch — WP:ASF — Attribute Statements to Facts (claimant attribution)
- scite Smart Citations — Supporting/Mentioning/Contrasting classification (→ extended with defines)
- Project Xanadu citation anchoring (Nelson 1965) · Hyper-G typed edges (Maurer 1996) — citation-location anchoring
- APA in-text citation guidelines — name the cited speaker
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: alfadur7
- Source: alfadur7/llm-wiki-newsroom
- License: MIT
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.