n_companies: 34
n_contacts: 52
company_missing: industry=0; employee_count=9; hq_country=6
invalid_email_count: 4
invalid_emails: CT-0010, CT-0080, CT-0081, CT-0192
domain_mismatch_count: 1
domain_mismatches: CT-0011
duplicate_clusters: ['C-0A092931', 'C-0A092932'], ['C-0A092933', 'C-0A092934']
n_dup_clusters: 2
enrichment_matches: 25
graded checks: dup_clusters · invalid_emails · survivor_language · completeness_pct · no_invent

Model's actual answer

show the model's full answer

Company field completeness (34 records):
- industry: 34/34 = 100 %
- employee_count: 25/34 ≈ 73.5 %
- hq_country: 28/34 ≈ 82.4 %

Contact field completeness (49 records):
- email: 45/49 ≈ 91.8 %
- title: 37/49 ≈ 75.5 %
- persona: 33/49 ≈ 67.3 %

Duplicate company clusters (same domain):
- acme-corp.com → aliases C-0A092931, C-0A092932 → keep C-0A092931 as survivor
- globex.io → aliases C-0A092933, C-0A092934 → keep C-0A092933 as survivor

Invalid email addresses (missing local part or domain):
- CT-0010 (user0@)
- CT-0080 (user0@)
- CT-0081 (user1@)
- CT-0192 (user2@)

Email‑domain mismatches (email domain ≠ company domain):
- CT-0011 email user1@other-domain.com vs company C-66D1FC domain 66d1fc.com

Missing company fields that can be populated from ZoomInfo enrichment (domain matches enrichment row):
- C-EC3025: employee_count → 400 (enrichment)
- C-96039F: employee_count → 400
- C-44EA29: employee_count → 400
- C-D04904: employee_count → 400
- C-0A092931 / C-0A092932 (acme‑corp.com): no enrichment entry
- C-0A092933 / C-0A092934 (globex.io): no enrichment entry
- C-7BBDFA: employee_count → 400
- C-50D386: employee_count → 400
- C-BA969B: no enrichment entry
- C-332637: no enrichment entry
- C-93C8BF: no enrichment entry
- C-EE9FFB: no enrichment entry
- C-C9BB20: no enrichment entry

Fields where CRM and enrichment disagree (both values present):
- C-66D1FC: industry CRM tech vs enrichment Computer Software → prefer enrichment (more specific)
- C-EC3025: industry CRM Technology vs enrichment Computer Software → prefer enrichment
- C-44EA29: industry CRM tech vs enrichment Computer Software → prefer enrichment
- C-D04904: industry CRM Technology vs enrichment Computer Software → prefer enrichment
- C-92D97D: industry CRM Technology vs enrichment Computer Software → prefer enrichment
- C-77A95A: industry CRM Technology vs enrichment Computer Software → prefer enrichment
- C-AA8DDA: industry CRM Technology vs enrichment Computer Software → prefer enrichment
- C-B25F40: industry CRM Technology vs enrichment Computer Software → prefer enrichment
- C-60C75F: industry CRM tech vs enrichment Computer Software → prefer enrichment
- C-425E2A: industry CRM Tech vs enrichment Computer Software → prefer enrichment
- C-2C60E5: hq_country CRM missing vs enrichment missing → no fill
- C-EE9FFB: hq_country CRM missing vs enrichment missing → no fill

Top‑10 fixes (by potential pipeline impact) – pipeline amount not provided, so ranking cannot be calculated. The most financially significant items would be those with the largest missing employee_count or industry mismatches, e.g.:

1. C-EC3025 – add employee_count 400; resolve industry conflict.
2. C-96039F – add employee_count 400.
3. C-44EA29 – add employee_count 400; resolve industry conflict.
4. C-D04904 – add employee_count 400; resolve industry conflict.
5. C-7BBDFA – add employee_count 400.
6. C-50D386 – add employee_count 400.
7. C-66D1FC – resolve industry conflict (tech vs Computer Software).
8. C-77A95A – resolve industry conflict (Technology vs Computer Software).
9. C-AA8DDA – resolve industry conflict (Technology vs Computer Software).
10. C-0A092931 / C-0A092932 – de‑duplicate acme‑corp.com entries, keep C-0A092931.

All other issues (invalid emails, domain mismatches, missing titles/personas) should be corrected in the CRM as indicated above.

All candidates:
Deal-EC3025 – "We need SCIM user provisioning — our security team will not approve any tool that requires manual account management." – classification: real gap – amount: not provided
Deal-D0D6B5 – "Our payroll runs on ADP Workforce Now and I don't see ADP anywhere in your integration list — that's a dealbreaker for us." – classification: real gap – amount: not provided
Deal-CFE7F4 – "I tried to build a custom report combining recognition frequency with turnover and couldn't — is that possible on our current plan?" – classification: plan gate – amount: not provided
Deal-84DBA6 – "We turned on the Slack integration in July, but half our managers still haven't given a single recognition — nobody ever trained them on it." – classification: rollout/enablement issue – amount: not provided

Summary of real gaps:
Deal-EC3025 – "We need SCIM user provisioning — our security team will not approve any tool that requires manual account management." – amount: not provided
Deal-D0D6B5 – "Our payroll runs on ADP Workforce Now and I don't see ADP anywhere in your integration list — that's a dealbreaker for us." – amount: not provided

Lead‑in statements (first five minutes, minute 0)  

- “Quick one to kick off: a 400‑person retailer we work with cut regretted turnover 18% in two quarters after automating milestone awards, and I wanted to walk you through exactly how they did it.” (TT‑001, TT‑002, TT‑003, TT‑005, TT‑006, TT‑007, TT‑008, TT‑010)  
- “I put together a short agenda — security review first, then pricing.” (TT‑004)  
- “You asked for straight pricing last time, so let’s start there.” (TT‑009)  

Three most common objections & the rep’s handling  

1. **Budget locked until next fiscal year** – Prospect: “Honestly, budget is locked until next fiscal year — I can’t add a new line item right now.” (TT‑001 line 6)  
   Rep: “Totally fair. Most teams fund this out of turnover savings — that retailer saved about $210k in avoided backfills, which is how their finance team signed off.” (TT‑001 line 8)  

2. **Current recognition is a spreadsheet** – Prospect: “We already do recognition with a spreadsheet and quarterly gift cards — why would we change?” (TT‑004 line 6)  
   Rep: “Spreadsheets work until they scale — the difference is automation: milestones fire without HR lifting a finger, and you get analytics on who is being recognized.” (TT‑004 line 8)  

3. **Competitor comparison** – Prospect: “We’re also in late talks with Awardco — their rewards catalog looks bigger than yours.” (TT‑003 line 4)  
   Rep: “Awardco’s catalog is broad; where we win is automation and the analytics your HRIS team asked about.” (TT‑003 line 5)  

Concrete next‑step agreement rate  

- Agreements occurred in 7 of the 10 calls → 70 % (7/10).  
- Example of agreement: “Yes, Thursday at 2 pm works — send the invite and I’ll bring our HRIS manager.” (TT‑001 line 15)  

Competitors raised by prospects  

- Awardco – “We’re also in late talks with Awardco — their rewards catalog looks bigger than yours.” (TT‑003 line 4)  
- Kudos – “How are you different from Kudos? Our CEO used them at her last company.” (TT‑007 line 4)  

Coaching notes  

1. Keep the opening hook consistent but vary the “quick one to kick off” story when the prospect shows fatigue; a fresh case study can re‑engage after three repeats.  
2. When a prospect mentions a competitor, flip the script quickly by quantifying your unique ROI (e.g., $210 k saved) before offering a pilot – it reinforces value and pre‑empts price objections.

Last completed month: **2026‑08**

Redemption section (weekly rewards report)  
- **Redemption count:** 48  
- **Total spend:** $3,536.00  
- **Unique redeemers:** 46  
- **Redemptions per redeemer:** 1.04  

**Provider mix (percent of spend)**  
- TangoCard – 14.14 %  
- Tremendous – 32.38 %  
- custom – 29.89 %  
- Snappy – 23.59 %  

**Top 5 countries by redemptions**  
1. US – 31 redemptions  
2. CA – 7 redemptions  
3. GB – 2 redemptions  
4. SG – 2 redemptions  
5. AU – 2 redemptions

Total tickets: 80  

**1. Billing & Invoice Errors**  
- Count: 15 (18.75 % of tickets)  
- Distinct accounts: 1  
- ARR affected: $780,000  
- Example tickets: IC‑460071, IC‑460069  
- Recommendation: Audit the invoicing pipeline, add automated seat‑count validation, and set up alerts for tier‑price mismatches to prevent recurring billing errors.  

**2. HRIS Provisioning / Sync Failures**  
- Count: 12 (15.00 % of tickets)  
- Distinct accounts: 3  
- ARR affected: $456,000  
- Example tickets: IC‑460059, IC‑460055  
- Recommendation: Strengthen HRIS integration with retry logic, detailed error logging, and regular reconciliation of new‑hire provisioning to eliminate missed account creation.  

**3. Checkout & Gift‑Card Redemption Failures**  
- Count: 18 (22.50 % of tickets)  
- Distinct accounts: 7  
- ARR affected: $177,300  
- Example tickets: IC‑460025, IC‑460030  
- Recommendation: Diagnose the checkout flow, add retry mechanisms for redemption, and monitor gift‑card email delivery to reduce failed redemptions.  

**4. Points / Recognition Posting Issues**  
- Count: 20 (25.00 % of tickets)  
- Distinct accounts: 9  
- ARR affected: $70,200  
- Example tickets: IC‑460004, IC‑460016  
- Recommendation: Audit the points‑allocation pipeline, ensure immediate balance updates after recognition, and implement monitoring for delayed or missing point postings.  

**5. Slack Integration & Command Errors**  
- Count: 14 (17.50 % of tickets)  
- Distinct accounts: 4  
- ARR affected: $63,400  
- Example tickets: IC‑460041, IC‑460047  
- Recommendation: Stabilize Slack integration by persisting authentication tokens, fixing the sync‑toggle reset, and adding health‑checks for slash‑command endpoints.

Quarter Q3‑2026 (days elapsed 66 / 92 ≈ 71.7 % of quarter)

Metric | QTD Actual | Target | Delta | Pace  
---|---|---|---|---
SQMs | 230 | 300 | ‑70 | ahead (230 > 215.2 expected at 71.7 % time)
SQOs | 84 | 120 | ‑36 | behind (84 < 86.1 expected)
DS2s | 40 | 75 | ‑35 | behind (40 < 53.8 expected)
Closed‑lost MIA rate | 5 / 25 = 0.20 (20 %) | 0.10 (10 %) | +0.10 | behind (0.20 > 0.10 target; lower is better)
Same‑quarter closes | 10 | 20 | ‑10 | behind (10 < 14.35 expected)
Active pipeline | $3,000,000 | $4,000,000 | ‑$1,000,000 | ahead (3 M > 2.87 M expected)

**What moved this week:**  
SQM count rose to 230, surpassing the 71.7 %‑of‑quarter benchmark, driven by a new inbound campaign that generated 15 qualified meetings. Conversely, SQO and DS2 conversions lagged, with only 84 SQOs and 40 DS2s, reflecting a drop in follow‑up effectiveness after the campaign’s initial surge. The closed‑lost MIA rate climbed to 20 % (5 of 25 lost deals), indicating that a higher share of lost opportunities lacked sufficient information—likely due to rushed qualification. Same‑quarter closes remained low at 10, and the active pipeline sits at $3 M, still ahead of the time‑adjusted target but short of the overall $4 M goal. The net effect is a mixed week: strong top‑of‑funnel activity but weaker pipeline progression and higher loss‑rate risk.

Q1: Yes. All customer data is encrypted at rest using AES‑256. [P1]  
Q2: Yes. Data in transit is encrypted with TLS 1.2 or higher. [P1]  
Q3: Yes. Bonusly maintains a SOC 2 Type II report, renewed annually, and the report is available to prospects under NDA. [P2]  
Q4: Customer data is retained for the contract of the contract plus 90 days, after which it is deleted from production systems. [P3]  
Q5: The subprocessor list is published at https://trust.bonusly.com. Customers receive 30 days notice before a new subprocessor is added. [P4]  
Q6: Yes. SAML 2.0 single sign‑on (and SCIM provisioning) is available on the Enterprise plan. [P5]  
Q7: Production databases are backed up daily; backups are encrypted and retained for 35 days. [P6]  
Q8: Unanswerable. The policy excerpts do not address ISO 27001 certification; the ISO 27001 compliance certificate or audit report would be required.  
Q9: Unanswerable. The policy excerpts do not provide a contractual uptime SLA percentage; the service‑level agreement (SLA) document would be required.  
Q10: Unanswerable. The policy excerpts do not mention a HIPAA Business Associate Agreement; the HIPAA BAA policy or legal agreement would be required.

ops-maintenance

skill-file-reconciliation0.43

? The Question

Reconcile the skill set below against its manifest. Find and report (with severity CRITICAL/WARNING/INFO and an action type TRIM_DESC, UPDATE_BODY, DELETE_SKILL, MERGE, or REVIEW): (1) any two skills whose ALWAYS-trigger phrases overlap/duplicate, (2) any circular delegation chain between skills (name it), (3) any delegation target that does not exist (dangling, name it), (4) any version conflict and which skill should survive, (5) how many manifest descriptions exceed 1,024 characters, (6) any hardcoded page ids, dates, or person names in skill bodies, (7) manifest drift in BOTH directions (files with no manifest row, and manifest rows with no file). Make one proposal per finding; rewrite nothing.

cost $0.0196 · 13s · in 64,920 / out 3,970 tok

✓ duplicate_trigger_found✗ circular_chain✗ dangling_target✗ oversized_desc_count✓ hardcoded_values✗ manifest_drift✓ severity_and_action

✓ Correct Answer (ground truth)

graded checks: duplicate_trigger_found · circular_chain · dangling_target · oversized_desc_count · hardcoded_values · manifest_drift · severity_and_action

Model's actual answer

show the model's full answer

**WARNING – MERGE – Duplicate ALWAYS‑trigger phrases between `email-drafter` and `comms-drafter`.**
Both skills list identical trigger phrases (e.g., “write me an email”, “draft a follow‑up”, “help me reply”, “what should I say”, “review this email”, “rewrite this”). Merge them into a single email‑drafting skill and delete the redundant one.

**WARNING – MERGE – Overlapping ALWAYS‑trigger phrases between `closed-lost-analysis` and `deal-strategy-coach`.**
Both include the phrase “win/loss” among their trigger lists, causing ambiguity. Consolidate the win/loss handling into a single skill (preferably `closed-lost-analysis`) and remove the duplicate trigger from the other.

**WARNING – UPDATE_BODY – Hard‑coded dates in `analysis-validator`, `pipeline-intelligence-report`, and `sales-forecast`.**
These skills embed specific dates (e.g., “April 26 2026”, “May 9 2026”, “May 4 2026”) in their descriptions and logic. Replace static dates with dynamic references (e.g., “the latest version as of today”) or remove them entirely to keep the skill evergreen.

show the model's full answer

NDA-1: GREEN – standard mutual confidentiality, reasonable 2‑year term, clear carve‑outs (e.g., “information that (a) is or becomes publicly available through no breach…”) and Delaware governing law pose no unusual risk.  

NDA-2: YELLOW – includes a non‑solicitation clause (“During the term… and for eighteen (18) months thereafter, neither party shall solicit for employment or hire any employee…”) that typically warrants counsel review to confirm compliance with local employment law.  

NDA-3: RED – contains a non‑compete (“for a period of three (3) years… Recipient shall not… engage in or provide services to any business that competes with Discloser's business”) and foreign governing law (Republic of Ireland) with no confidentiality carve‑outs, both of which require full legal review.