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Simulate exactly what the LLM will see before any LLM is invoked. The primary diagnostic page for the Relevance Gate.
Task description
Include scopes
LAST RUN — 2.3 s
Candidates scored
62
Included
14
Excluded
48
Tokens used
3,847
Packed prompt preview
3,847 / 4,000 tokens
# ENGRAM CONTEXT PACK
# Task: Review and merge PR #448: add retry logic to payment provider calls in acme-checkout-service
# Model: Claude Sonnet 4 · Budget: 4000 tokens · Packed: 3847 tokens
# Scopes: project, user, team, pool
# Generated: 2026-04-18T14:32:01Z
# Assets included: 14 of 62 candidates
---
## [MEMORY:project/feedback_push_confirm] [score:0.87] [tokens:210]
id: feedback_push_confirm
subtype: user, enforcement: default
Always ask for explicit confirmation before running `git push` or any command
that writes to a remote. This preference applies to all branches.
---
## [MEMORY:project/payment_provider_retry_policy] [score:0.96] [tokens:340]
id: payment_provider_retry_policy
subtype: feedback, enforcement: mandatory
Payment provider calls must use exponential backoff with jitter.
Max retries: 3. Base delay: 200ms. Max delay: 5s.
Idempotency keys required for all POST requests.
---
## [MEMORY:project/pr_review_checklist] [score:0.91] [tokens:285]
id: pr_review_checklist
subtype: feedback, enforcement: default
Code review checklist:
1. Tests added for new code paths
2. Error handling covers timeout and 5xx responses
3. No hardcoded credentials or URLs
4. Circuit breaker configured if calling external APIs
5. Metrics instrumentation for new service calls
---
## [MEMORY:team/api_versioning_policy] [score:0.79] [tokens:198]
id: api_versioning_policy
subtype: feedback, enforcement: mandatory, scope: team
All external API clients must pin to a specific API version.
Breaking changes to the payment provider API require a separate PR.
---
## [MEMORY:project/sprint_context_2026q2] [score:0.74] [tokens:420]
id: sprint_context_2026q2
subtype: project, enforcement: hint
Sprint goal Q2 2026: Improve payment reliability to 99.95% success rate.
Current: 99.87%. Root cause: transient network errors not retried.
PR #448 is the primary deliverable for this sprint.
---
## [WORKFLOW_PTR:release-checklist] [score:0.71] [tokens:95]
...
# [8 more assets follow — 2,299 tokens remaining shown below]
# BOUNDARY ↑ included / excluded ↓ (budget exhausted)
Relevance Gate — candidate ranking
62 scored · cutoff at rank 14| # | Asset ID | Subtype | Scope | Score | Tokens | Cumul. | Inclusion reason |
|---|---|---|---|---|---|---|---|
| 1 | payment_provider_retry_policy | feedback | project | 0.96 | 340 | 340 | keyword match: "payment provider", "retry" |
| 2 | pr_review_checklist | feedback | project | 0.91 | 285 | 625 | keyword match: "PR", "review"; mandatory tag |
| 3 | feedback_push_confirm | user | project | 0.87 | 210 | 835 | high usage_count (34); always included for git ops |
| 4 | circuit_breaker_config | feedback | project | 0.85 | 188 | 1,023 | keyword match: "circuit breaker"; related to retry |
| 5 | checkout_service_sla | reference | project | 0.82 | 165 | 1,188 | inbound ref from payment_provider_retry_policy |
| 6 | api_versioning_policy | feedback | team | 0.79 | 198 | 1,386 | mandatory team rule; external API involved |
| 7 | sprint_context_2026q2 | project | project | 0.74 | 420 | 1,806 | keyword match: "payment reliability", "PR #448" |
| 8 | release-checklist (ptr) | workflow_ptr | project | 0.71 | 95 | 1,901 | workflow_ptr always included when scope=project |
| 9 | idempotency_key_spec | reference | pool | 0.68 | 240 | 2,141 | keyword match: "idempotency"; from compliance-checklists pool |
| 10 | error_handling_guide | feedback | team | 0.65 | 312 | 2,453 | semantic similarity: error handling patterns |
| 11 | payment_provider_docs_ptr | reference | project | 0.62 | 88 | 2,541 | inbound ref from payment_provider_retry_policy |
| 12 | testing_conventions | feedback | project | 0.60 | 265 | 2,806 | PR review checklist co-loaded 88% of sessions |
| 13 | observability_standards | feedback | team | 0.58 | 580 | 3,386 | metrics mentioned in checklist; fits remaining budget |
| 14 | user_profile_sky | user | user | 0.55 | 461 | 3,847 | user profile always in tail if budget allows |
| ↑ Included (3,847 tokens) · Budget exhausted — 48 candidates below this line were scored but excluded | |||||||
| 15 | staging_environment_ref | reference | project | 0.52 | 320 | — | budget exhausted |
| 16 | old_deploy_runbook | project | project | 0.48 | 890 | — | budget exhausted |
| 17 | frontend_styling_guide | feedback | team | 0.11 | 210 | — | score below 0.15 threshold; unrelated to task |
Relevance Gate run in 2.3 s · 62 assets scored · debounced 500 ms per keystroke