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Concept illustration of the review record. Initial Skill 0.2.0; not a NAS runtime screenshot.
Inspiration
A project handover transfers files, but not everything the outgoing person knows. The next owner may get a plausible answer to a critical question without noticing that its citation is irrelevant, a deadline is disputed, or a material page was never read.
RecallProof NAS proposes a rehearsal before the next person relies on that archive.
What it does
Authorize one small document folder and supply 1-12 handover questions. The Skill inventories the actual sources, preserves the first discovery result, checks passages and contradictions, and revalidates the whole source roster before presenting a human review queue.
Each question keeps the first answer, original citation verdict, corrected support or counterevidence, content coverage, source stability and next action separately. A better citation does not silently erase a bad original attribution.
One concrete example
In our fictional LANTERN case, the answer delivery-ready/masters is correct. But its proposed technical-manual citation only identifies a device model. That original citation remains rejected as irrelevant; corrected support is shown separately from exports/acceptance.md.
A missing warranty page requires review, even when the file inventory is complete. If another source changes during the rehearsal, the old run is invalidated while its earlier observations remain visible. An unchanged manual statement does not become false just because the run needs repeating.
These are synthetic examples, not footage or results from a NAS.
How it is built
The initial Skill uses the official UGOS Skill Creation Tool and capability catalog. It contains SKILL.md and four directly linked Markdown references, with no scripts, executable runtime, external API or paid service.
file-agent: bounded inventory, source identity, size and SHA-256 rechecks.knowledge-agent: evidence discovery and an optional separately approved new report.document-agent: attribution, support, reading coverage and contradictions.
The NAS matters because it holds the working private corpus. The design checks those files where they reside and confirms local model routing before reading. Actual permissions, expert output identity, readable coverage and safe persistence still require finalist-device validation.
What is implemented and what is learned
Version 0.2.0 implements the orchestration instructions, evidence contract, approval boundaries and validation plan. The exact five-file package passes the official static checker with zero errors and warnings.
Agent review accepted both approaches on twenty related synthetic questions: no advantage was found over a competent generic query. Eight fabricated coverage observations matched the specified decisions, including four positive controls. These are local contract checks, not registered-expert execution, independent human ground truth or measured time savings.
The useful lesson was that complete file inventory and stable hashes cannot establish complete reading. Material partial or unknown content must remain visible for review.
Finalist validation plan and limits
Test a wrong citation with a correct answer, conflicting approved deadlines, and a controlled change to an uncited synthetic source. First establish installation, local routing, permissions, actual attributable passages and observable material coverage. Compare useful answers and total preparation, execution and human-review effort under the same NAS conditions.
This initial version is limited to ten readable documents. Photos, scanned-document OCR and audio are outside its scope. It does not certify semantic truth, make a release decision, guarantee an atomic snapshot or provide independent grading. Saving stays blocked unless new-file creation without replacement and matching read-back can be established.
Tools and originality
OpenAI Codex assisted research, workflow design, synthetic test preparation, drafting and agent review. The official kit is an authoring dependency, not redistributed in the Skill; no open-source license was declared in the inspected archive. No rival implementation or substantial rival text was copied, and no third-party runtime is bundled.
Built With
- markdown
- uliya
