Add Agent evaluation report site

docs/06-project-status.md

@@ -65,6 +65,7 @@ The strongest current conclusion is that recent progress is concentrated in bett
 | research | `research/memory/` | field findings and evidence ledger |
 | Agent evaluation | `research/evaluation/` | executable design contract for task suites, validators, paired comparisons, and release gates |
 | evaluation data/tools | `data/evaluation/`, `tools/evaluation/` | versioned task contracts and JSONL result scorer |
+| evaluation report | `evaluation-site/` | Chinese interactive explanation of the contract, decision gates, tasks, and artifacts |
 | research data | `data/research/` | committed corpus, screening, landscape and CSV ledger |
 | research tools | `tools/research/` | paginated search, abstract fetch, screening, classification, landscape build |
 | experiments | `experiments/knowledge-compilation/` | failed pilot and completed field audit |
@@ -112,6 +113,9 @@ zk-data-agent runtime/events + Zero decision-loop constraints
 Only the task contracts and scorer exist in this repository. The reusable runner, fixtures, validators,
 and real-model comparison still need to be implemented in `zk-data-agent`.
 
+`evaluation-site/` visualizes this contract but does not add evidence. Its adjustable decision values are
+explicitly labeled as a method simulation, not a real benchmark.
+
 ## Web Application
 
 Capabilities currently implemented:
@@ -149,6 +153,19 @@ On 2026-07-27 both the Tailscale endpoint and `https://lab.k1412.top/api/health`
 
 The live Ollama inventory checked on 2026-07-12 included `ChatGPT-5.6:Luna`, `Terra`, `Sol`, `auto`, `embed`, and `gpt-4o:latest`. The web defaults were updated from stale `light/fast/large` tags to configurable Luna/Terra/Sol tiers.
 
+The static Agent evaluation report is packaged separately:
+
+```text
+source:          evaluation-site/
+public mapping:  https://agent-eval.k1412.top/
+container port:  8080
+health:          /health
+deployment:      Unraid Compose Manager, app slug agent-eval
+```
+
+It uses no Ollama or runtime API. The source report remains usable even when the research application is
+offline.
+
 ## Runtime Constraints
 
 - Python standard library only; no package installation is required for the current web server and collection scripts.

docs/07-exploration-history.md

@@ -223,3 +223,35 @@ runner work.
 Decision retained: evaluation exists to decide whether one controlled Agent change should ship. Do not
 compress safety, false completion, gains, regressions, latency, and cost into one decorative score, and
 do not build a dashboard before the runner and validators exist.
+
+## 12. Evaluation Explanation Site
+
+The user requested a web presentation of the evaluation conclusion and artifacts. A separate static
+report was created under `evaluation-site/` instead of adding another mode to the Atlas.
+
+The report exposes:
+
+- the central release-decision conclusion and evidence boundary;
+- an adjustable paired-outcome simulation using the scorer's gain/regression logic;
+- all six evaluation layers;
+- searchable status-aware summaries of the ten task contracts;
+- direct links to the design, contracts, scorer, experiment, corpus increment, and paper library.
+
+The simulator is explicitly not a benchmark result. It exists to make the decision rule inspectable.
+The repository artifacts remain the source of truth.
+
+Desktop and 390px mobile views were checked with a real Chromium browser. Programmatic checks covered
+horizontal overflow, JavaScript errors, safety-gate rejection, current-task filtering, memory search,
+and layer switching.
+
+The first Docker build attempt exposed two deployment details:
+
+- Docker Hub returned a transient EOF while resolving an uncached base tag; the already-present,
+  current `nginx:1.29.5-alpine` image was used and the exact base digest was recorded by BuildKit.
+- copying individual assets with `--chmod=0644` caused the automatically created parent directory to
+  become non-traversable. The Dockerfile now creates `/usr/share/nginx/html/assets` as `0755` before
+  copying files as `0644`.
+
+Decision retained: an explanation report is acceptable before the runner because it displays the
+contract and its missing evidence. It must not evolve into a score dashboard until real Result JSONL
+exists.

docs/08-next-work.md

@@ -127,6 +127,10 @@ A candidate must not ship if it introduces:
 No live benchmark has been run yet. The latest evaluation papers are only abstract-level candidates and
 need full-text audit before they can change the contract.
 
+The report at `https://agent-eval.k1412.top/` explains the contract and simulates its decision rules.
+It is not evidence that any Agent variant passed. Future result views must consume the same validator
+JSONL instead of embedding numbers in frontend code.
+
 ## P1: Continue Collection Through Questions
 
 The corpus now contains 1,125 papers, 1,110 of them queued. More collection is useful only when paired