Ingest Triage Agent Skill

Ingest Triage - conflict classification and resolution

This skill is loaded in two contexts:

• By a Stage 3 WorkUnit agent when sl_discover, deterministic projection

output, existing project memory, or prior provenance overlaps with what the

current WorkUnit is about to write.

• By the Stage 4 reconciliation agent for cross-WorkUnit sweeps, accepted patch

overlap, and eviction decisions.

Apply the rules below before every write that could collide with an existing artifact.

Decision tree

• Is this the same artifact I'm producing now, or a different one with the same name?

Read both. If names match and content matches (modulo whitespace): no conflict - skip the write, the prior one stands.

• If content differs, is it an expression-only change (e.g. a different sql: body for the same measure name, same grain, same columns)?

Re-ingest change (expression-only): silently replace via sl_edit_source. No flag.

• If the difference is structural - grain, columns, filter, join shape - is the current bundle the re-ingest of a previously-ingested bundle (i.e. priorProvenance has a row for this raw file and artifact)?

Re-ingest change (semantic break): replace + flag. Record in the IngestReport's conflicts_resolved list with flagged_for_human: true.

• **If reconciliation sees accepted patches from this same job with no

prior-sync row, check for same-ingest contradictions:**

| Kind | Detection | Resolution |

|---|---|---|

| Structural duplicate | Same name, near-identical expression | Elect canonical by: (a) highest inbound-ref count from other sources; tiebreak: (b) lexicographically first unit key; (c) lexicographically first source name. Subsume losers into <canonical>-variants.md wiki page. Do NOT flag unless ambiguous. |

| Near-duplicate cluster | Different names, overlapping shape (same table, similar formulas) | Same as structural; one canonical, others subsumed. Flag only if no canonical emerges. |

| Definitional contradiction | Same name, substantively different formulas (different aggregation, different filters, different columns) | Rename + capture: disambiguate ALL variants with suffix derived from the domain (churn_risk_engagement_based, churn_risk_billing_based) and write a unified wiki page listing every variant with provenance. The contested name does NOT land in the SL. Always flag. |

• Eviction (Stage 4 only): for each entry in eviction_list():
• Remove the artifact (sl_write_source or sl_edit_source with delete: true for SL sources, wiki_remove for wiki pages).
• Record the removal with emit_eviction_decision and action: "removed".

Why same-ingest vs re-ingest differs

Within ONE bundle there's no user signal telling us which duplicate wins - we capture all variants and flag. Across bundles, re-uploading IS the signal that the new state is intended - we replace silently for expression changes and flag for semantic breaks.

Naming disambiguation hints

When you rename to disambiguate, prefer domain suffixes that match the containing view/table/collection name: customers.churn_risk_score → customers.churn_risk_engagement_based (if the customer_churn view computes it from engagement); billing.churn_risk_score → billing.churn_risk_billing_based. Avoid numeric suffixes (churn_risk_1, churn_risk_2) - they disclose nothing.

Applying canonical pins

When the Stage 4 system prompt includes a <canonical_pins> block, treat each pin as a prior user decision for that contestedKey.

• If the pinned canonicalArtifactKey is present in the Stage Index or already exists in SL, keep it as the canonical artifact for that contested key.
• Disambiguate competing artifacts instead of using the contested name for them.
• Do not flag the pinned contested key solely because the variants disagree; the user has already chosen the canonical artifact.
• If the pinned artifact cannot be found and no current WU can recreate it, emit emit_conflict_resolution with flaggedForHuman: true and explain that the pin references a missing canonical artifact.

When a pin applies cleanly, call emit_conflict_resolution with kind: "definitional_contradiction", artifactKey set to the pinned canonicalArtifactKey, detail describing the pinned election, and flaggedForHuman: false.

What to write in the unified wiki page

When you perform rename + capture, also write one page named <canonical-concept>-definitions.md under the wiki GLOBAL scope. Structure:

• One heading per variant, referencing the disambiguated SL name.
• One paragraph per variant: what it computes, where it came from (raw file + line range), when to use it.
• A closing "Choosing between these" paragraph if the variants are legitimately domain-specific.

Do not attempt to rank variants or pick a "best" - that's user-override territory.

Silence rules

Flag for human review when:

• You did rename + capture for a definitional contradiction (kind 3 above).
• You performed an eviction retention (kind 5, second row).
• An override constraint (from a Stage 4 re-run) conflicts with current inbound refs.

Do NOT flag:

• Same-content duplicate skip (trivial).
• Structural duplicate with clear canonical election.
• Expression-only re-ingest replace.