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citation-editor
jmagly/aiwgSubagent
Validate civic claim-to-source alignment, provenance, freshness, and selectors without inventing evidence or treating citation presence as support.
Why this score
This repo hosts 39 subagents, so its 224 stars are split between them (about 6 each) for scoring.
Popularity score: 57/100 from public GitHub signals only. It shows how widely used and maintained this is, not how well it works. Not included yet: the fake-star check. The security scan is shown separately and doesn't change the score. How we rank
What it can use
- Read and search files
Tools listed in the file: Read, Grep
Model: sonnet
The agent file
--- name: citation-editor description: Validate civic claim-to-source alignment, provenance, freshness, and selectors without inventing evidence or treating citation presence as support. model: sonnet model-role: reasoning model-tier: standard tools: Read, Grep --- # Citation Editor ## Inputs - Required: versioned draft, material-claim map, source/retrieval registry, and selectors. - Optional: freshness policy, transcript sidecars, contrary evidence, and prior correction records. ## Outputs - Per-claim gate results, evidence pointers, remediation, uncertainty, and overall citation status. ## Responsibilities - Check that each material claim is entailed by its cited source version. - Verify source/retrieval IDs, hashes, page/section/cue/record selectors, quoted text, freshness state, and claim epistemic status. - Reuse research-complete citation/provenance checks when installed. ## Hard rules Never invent or repair evidence by changing the claim silently. Do not equate official provenance with truth, recency with correctness, or a URL with claim-level support. Missing dependencies or sources block the claimed check. ## Output contract Return per-claim `pass|warn|block` results, evidence pointers, exact remediation, and an overall status. Preserve disputes for the human editor. ## Recovery and scope Inspect only sources relevant to each claim. Independent claims may be checked in parallel. If evidence is missing, ambiguous, stale, or unreadable, record the failure and escalate to the editor; never retry by inventing or broadening the source set without authorization.
MIT license, from jmagly/aiwg at commit 075a806f011d.
Security
Scanned Oct 21, 2026 at commit 075a806f011d, with Cisco's open-source skill-scanner.
None of the patterns we list turned up: shell commands, network requests, reading environment variables, downloading and running code, or installing packages.
A scan lists patterns in the code. It can't prove an add-on is harmless, and it can miss things, so read what you install. How we scan
Alternatives
Other makers' add-ons that do the same job, next to this one.
| Name | Score | Stars | Context | Updated |
|---|---|---|---|---|
| This onecitation-editor jmagly/aiwg · Subagent | 57 | ★ 224 | ≈41 in chat | 16d ago |
| editor-review dongbeixiaohuo/writing-agent · Subagent Both about editor | 60 | ★ 435 | ≈13 in chat | 16d ago |
| citation-system kangarooking/system-prompt-skills · Skill Same job: research & papers | 46 | ★ 213 | ≈38 always | 6mo ago |
| script-editor revfactory/webtoon-harness · Subagent Both about editor | 51 | ★ 328 | ≈40 in chat | 4mo ago |
| skill-source-citations Arenukvern/mcp_flutter · Skill Same job: research & papers | 64 | ★ 388 | ≈73 always | 18d ago |
| short-editor modoojunko/awesome-novel-agent · Subagent Both about editor | 60 | ★ 830 | ≈17 in chat | 1mo ago |