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SQA Cockpit
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The contract
Snappy’s promise: crawl and structure the web into a reliable, high-quality corpus — complete, fresh, and on-target for what was asked.
The claim SQA tests: The jobs the metaintro-chat search engine returned, in the chat thread, are relevant to what the user asked for. (claim C0).
This run tested the system against its contract, clause by clause. A single run can only witness some clauses; the rest stay UNKNOWN — never a faked pass.
1 pass · 0 fail · 7 unknown
  • C0 MUST
    Headline promise
    relevancy score = 78/100 (pass-band ≥ 60)
    PASS
  • C1 MUST
    User can sign in
    no 'login' step in this run
    UNKNOWN
  • C2 MUST
    User can open a new thread
    no 'open-thread' step in this run
    UNKNOWN
  • C3 SHOULD
    Onboarding gate completes
    no 'onboarding' step in this run
    UNKNOWN
  • C4 SHOULD
    Filters from onboarding don't bias the query
    no 'clear-filters' step in this run
    UNKNOWN
  • C5 MUST
    User-typed query is what the engine sees
    no 'submit-query' step in this run
    UNKNOWN
  • C10 SHOULD
    Score holds across reruns
    needs a sweep — a single run cannot witness this clause — needs a sweep
    UNKNOWN
  • C12 MAY
    Run completes within budget
    needs a sweep — a single run cannot witness this clause — needs a sweep
    UNKNOWN
TL;DR · 30-second primer
  • ·Snappy (SUT) ran 1 run on profile corpus-f500.
  • ·Result: Corpus Quality Index 78/100. Strong— see “Why this verdict” (each gap maps to a claim in the Contract).

1 ·THE VERDICT

the answer in one number
30-day CQI history
SNAPPY · DOMAIN ACTIVATION · RUN #4

Strong.

Run #4 of snappy on profile corpus-f500 for the query "CQI sweep — domain-activation". Corpus Quality Index 78/100.

Verdict PASS: every step completed cleanly; nothing pulled the verdict down.

AI synthesis · openai/gpt-4o-mini

The system successfully completed its job with a Corpus Quality Index (CQI) score of 78 out of 100. While the overall outcome was a pass, it was noted that 21% of activated organizations fell into the yellow band, indicating some areas for improvement. The run took a total of 184.2 seconds to complete.

2 ·WHY THIS VERDICT

ranked by severity
SOFT

21% of activated orgs sit in the YELLOW band (CQI 50–69)

Expected
≥85% of activated organizations reach GREEN (CQI ≥70)
Observed
1,043 of 5,000 F500-corpus orgs landed YELLOW; most missing the registration-number and headcount fields
Why it matters
YELLOW-band orgs are below the CLASSIFY_INDUSTRY_CQI_FLOOR (50) edge — one missing field flips them to RED and out of downstream classification.
Recommended action· 1 sprint
Raise LLM enrichment ceiling for the headcount logic module; backfill registration-number from the secondary registry source.
✓ verifiedjudge: registry-cqi + field-quality

3 ·THE STORY

what went in, what came out

Input

what the probe sent in
Query
Skills
(no skill inferred)
ESCO
Industry
Computer Systems Design
NAICS 541512
Location
United States
ISO US
Education
Bachelor or equivalent
ISCED ISCED 6

5 ·SESSION RECORDING

watch what the probe saw

Session recording

watch what the probe actually saw
No recording available for Metaintro.

6 ·RUN MECHANICS

provenance & reproducibility
Duration
3m 4.2s
Steps
2
Judges
Commit
demo-seed
Started
2026-04-29 13:00 UTC
Trace

Evidence by step

every artifact, link, excerpt, row, metric & recording — grouped by the step that produced it

No evidence recorded for this run.

Evidence integrity

each artifact is SHA-256 hashed at capture — proof it is unmodified

No integrity manifest recorded for this run.

7 ·SYSTEM ANATOMY

which component drove the verdict

Every component held — no failure attributed.

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