ci: send the PR base to TechEngine checks and stop tracking scores.jsonl

[Seungpyo1007]

TechAPI side of GetTechAPI/TechEngine#95 (TechEngineBot full coverage), from the 2026-09-27 PR/issue audit.

• Real PR base: request-engine-pr-validation, verify-report and verify-command now send base_ref/base_sha to TechEngine.
  • Before, the change review diffed against a hard-coded origin/develop, so release PRs (develop→main, e.g. release: tablets, Surface laptops, benchmark backfill, SoC dates (2026-09-26) #292) reported "no data file changes".
  • Tier 0 diffed against origin/main, so develop PRs over-counted (fix(data): resolve GPU conflicts against manufacturer specifications #290 changed 3 files but reported 2,127 records).
• scores.jsonl untracked and ignored: it's a 43.5 MB generated score cache that data(verify): verified promotions (2026-06-29) #95 no longer reads from git; at 12-category coverage it would near GitHub's 100 MB file limit.
  • The other data/_verify/state caches (URL, crossref, Wikipedia) stay tracked, because the network verifier relies on them to avoid re-fetching.
  • git add data/ in the engine workflows skips ignored files, so nothing breaks there.

With #95, bot comments cover all 12 categories (191,797 records) instead of 8 categories, and the integrity gate covers everything instead of CPU/GPU only (3.4%).

Closes #1

[TechEngineBot]

🔎 Data verification — Tier 0 (offline existence/trust)

Scored by app.verify; posted by TechEngineBot. Informational only — the structural gate (app.validate) is separate and authoritative for merge.

12/12 categories ? 191,797 records ? diff base develop@c7f4a36

Changed records in this PR

No records scored.

Full-dataset baseline

191797 record(s) assessed.

Laptop, monitor, software and website assess required fields and sources only; domain consistency rules are unavailable and these categories cannot earn green.

%%{init: {"theme":"base","themeVariables":{"pie1":"#3fb950","pie2":"#d29922","pie3":"#f85149","pieStrokeWidth":"0px","pieOpacity":"1"}}}%%
pie showData
    title Verification bands — all records
    "Green" : 24605
    "Yellow" : 163367
    "Red" : 3825

Loading

Category	Distribution	Total	🟢	🟡	🔴	🟢 %
brand	🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨	207	122	85	0	58.9%
soc	🟩🟩🟨🟨🟨🟨🟨🟥🟥🟥🟥🟥	2105	282	827	996	13.4%
smartphone	🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	93407	18003	75350	54	19.3%
tablet	🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	3459	292	3166	1	8.4%
watch	🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	442	83	356	3	18.8%
pda	🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨	140	83	57	0	59.3%
gpu	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨	2076	1529	547	0	73.7%
cpu	🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨🟥	4507	4211	295	1	93.4%
laptop	🟨🟥🟥🟥🟥🟥🟥🟥🟥🟥🟥🟥	1995	0	107	1888	0.0%
monitor	🟥🟥🟥🟥🟥🟥🟥🟥🟥🟥🟥🟥	882	0	0	882	0.0%
software	🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨	42493	0	42493	0	0.0%
website	🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨	40084	0	40084	0	0.0%
All	🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥	191797	24605	163367	3825	12.8%

Hard violations (forced red):

Count	Check
1	!boost_ge_base

_{green = authoritative source + complete + consistent · yellow = plausible, needs confirmation · red = sparse/weak source or a hard contradiction. Promotion to verified runs in the scheduled verify-network workflow.}

[TechEngineBot]

TechEngine change review: PASS

12/12 categories ? 191,797 records ? diff base develop@c7f4a36

• PR: ci: send the PR base to TechEngine checks and stop tracking scores.jsonl #294
• Ref: ci/bot-full-coverage-relay
• Commit: 112c51c
• Requested by: @Seungpyo1007
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/36258772646

Check	Result
python -m app.validate	PASS
Changed dump JSON and manifest/index counts	PASS
New hard integrity anomalies vs PR base	PASS

Changed data

Category	Added	Modified	Deleted	Added verified	Added unverified	Added Kaggle-sourced
brand	0	0	0	0	0	0
soc	0	0	0	0	0	0
smartphone	0	0	0	0	0	0
tablet	0	0	0	0	0	0
watch	0	0	0	0	0	0
pda	0	0	0	0	0	0
gpu	0	0	0	0	0	0
cpu	0	0	0	0	0	0
laptop	0	0	0	0	0	0
monitor	0	0	0	0	0	0
software	0	0	0	0	0	0
website	0	0	0	0	0	0

Changed record examples

• No data file changes detected.

Heuristic review

• Heuristic warnings: none found.

[TechEngineBot]

TechEngine validation stats: PASS

12/12 categories ? 191,797 records ? diff base develop@c7f4a36

• PR: ci: send the PR base to TechEngine checks and stop tracking scores.jsonl #294
• Ref: ci/bot-full-coverage-relay
• Commit: 112c51c
• Run: https://github.com/GetTechAPI/TechEngine/actions/runs/36258772646

Data summary

Category	Total	Verified	Unverified	Missing verified	Tracked	Verified % of tracked
brand	207	122	85	0	207	58.9%
soc	2105	193	1912	0	2105	9.2%
smartphone	93407	17501	75906	0	93407	18.7%
tablet	3459	273	3186	0	3459	7.9%
watch	442	39	403	0	442	8.8%
pda	140	74	66	0	140	52.9%
gpu	2076	1026	1050	0	2076	49.4%
cpu	4507	2869	1638	0	4507	63.7%
laptop	1995	0	1995	0	1995	0.0%
monitor	882	0	882	0	882	0.0%
software	42493	0	42493	0	42493	0.0%
website	40084	0	40084	0	40084	0.0%
all	191797	22097	169700	0	191797	11.5%

Warning

Tracked verified coverage is below 50% for laptop 0.0% (0/1995), monitor 0.0% (0/882), software 0.0% (0/42493), website 0.0% (0/40084), tablet 7.9% (273/3459), watch 8.8% (39/442), soc 9.2% (193/2105), all 11.5% (22097/191797), and 2 more.
Tracked coverage excludes records missing the verified field; see the Missing verified column for those records.
This does not fail validation. Keep imported records verified: false until manual audit, but treat this as follow-up verification work before relying on the affected categories as curated data.

Validation notes

• The integrity gate blocks only hard anomalies introduced by this PR relative to its merge base.
• Full advisory outlier listings are suppressed on successful runs because they are dataset-wide and mostly stable between PRs.
• Failure runs still include a detailed log excerpt for debugging.

Key output:

## app.validate
## integrity_check.py (PR head compared with PR base)
loaded CPU=4507 GPU=2076

Integrity section	Flagged lines
structural	18
CPU name/tier consistency (desktop mainstream only)	0
CPU single>multi (cinebench/geekbench — should be multi>=single)	0
CPU era-vs-score outliers	8
CPU cross-source ratio outliers (possible wrong-variant)	131
GPU cross-source ratio outliers + sanity	51