Molds Mold
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contract

Reference Loading

Typed references describe what casting consumes, and when the generated skill should load each artifact.

Research kent-2003-chain-net

Background synthesis from a source note, loaded by explicit progressive-disclosure metadata.

Purpose
Ground the reference-bias check: the net is asymmetric (human-net keeps only the single best mouse DNA per human position; mouse-net is built oppositely) so target-net != query-net.
Trigger
when the claim rests on a reference-anchored chain/net (presence/absence, SV, synteny) that could flip with reference choice
Research li-2018-minimap2

Background synthesis from a source note, loaded by explicit progressive-disclosure metadata.

Purpose
Preset divergence ceilings (asm5 won't extend past 5% divergence; asm10 ~1% avg; asm20 ~several % avg) so a below-ceiling run can't support absence-of-homology. Records that no numeric identity floor exists.
Trigger
when a pairwise alignment used a minimap2 asm preset and the claim is a false-absence / unaligned-region call
Research marcais-2018-mummer4

Background synthesis from a source note, loaded by explicit progressive-disclosure metadata.

Purpose
nucmer is less sensitive (long exact-match seeds + default reference-uniqueness -> 3-5% fewer reads than BWA/Bowtie2); --maxmatch recovers repeats at run-time cost. No minimum-identity floor is stated.
Trigger
when a pairwise alignment used nucmer/MUMmer and the claim is false-absence or a repeat-region call
Research armstrong-2020-cactus

Background synthesis from a source note, loaded by explicit progressive-disclosure metadata.

Purpose
Soft-masking is a stated precondition (unmasked repeats blow up runtime + hurt quality); guide-tree drives progressive decomposition and ancestral reconstruction; accuracy degrades with divergence (F1 0.989 primate vs 0.795 mammal).
Trigger
when the alignment is reference-free multiple (Progressive Cactus / HAL) and the claim is an ancestral sequence, region-absent, or synteny call
Research hickey-2013-hal

Background synthesis from a source note, loaded by explicit progressive-disclosure metadata.

Purpose
HAL extraction tooling (halLiftover BED->BED, halBranchMutations per-branch BED); the paper states NO format versioning / compatibility policy — the version-breakage axis has no in-source rule.
Trigger
when the claim was extracted from a HAL file via halLiftover/halBranchMutations or crosses a tool-version boundary
Research song-2022-anchorwave

Background synthesis from a source note, loaded by explicit progressive-disclosure metadata.

Purpose
WGD control is -R (reference max alignment depth) / -Q (query max alignment depth), e.g. maize<->sorghum -R 1 -Q 2; anchors = reference full-length CDS (needs GFF3). No --ploidy flag, no minimum anchor-identity threshold in the source.
Trigger
when the genomes have WGD/ploidy differences and the claim is under- or over-matched homologous copies
Research kirilenko-2023-toga

Background synthesis from a source note, loaded by explicit progressive-disclosure metadata.

Purpose
Linkage only: TOGA consumes pairwise chains (LASTZ->axtChain), NOT Cactus HAL / halSynteny — a HAL-fed-to-TOGA pipeline is a format mismatch, not biology.
Trigger
when a gene-loss/orthology conclusion is drawn downstream and the pipeline fed a Cactus HAL to a chain-consuming tool

Audit a whole-genome-alignment claim

Referee a whole-genome-alignment (WGA) result plus the biology drawn from it (synteny, SV, “region absent/unaligned”, ancestral sequence, pangenome variant). The cardinal sin: an alignment artifact read as biology. Walk the gates in order; a claim passes only if every triggered sub-form check clears. If a check cannot be cleared from the evidence supplied, the verdict is flag (possible artifact), never pass.

Gate 0 — restate the claim and capture the alignment provenance

Extract and record:

  • The biological conclusion and its logical form (presence/absence, SV, synteny, ancestral base, variant).
  • Alignment type: (a) pairwise reference-anchored (chain/net, minimap2, nucmer); (b) reference-free multiple (Progressive Cactus -> HAL); (c) WGD/ploidy-aware (AnchorWave).
  • Tool + version + preset/params: minimap2 preset (asm5/asm10/asm20) and -k/-w; nucmer mode (default MUM vs --maxmatch); Cactus guide tree + masking state; AnchorWave -R/-Q; HAL toolkit versions.
  • Reference direction (which genome is the axis) and whether the claim was tested under the opposite direction.
  • Masking state of inputs. If any of these is unstated, note it — an absent provenance field is itself a flag input.

Gate 1 — route by alignment type

  • Pairwise reference-anchored -> run Gate 2A (reference bias) + Gate 2B (sensitivity/false-absence) + Gate 2C (masking).
  • Reference-free multiple (Cactus/HAL) -> run Gate 2C (masking) + Gate 2D (guide-tree) + Gate 2E (HAL version/tooling).
  • WGD/ploidy-aware (AnchorWave) -> run Gate 2F (alignment-depth) + Gate 2B (sensitivity) + Gate 2C (masking).
  • Any pipeline that extracts from HAL or hands alignment to a downstream consumer -> also run Gate 2E.

Gate 2A — reference bias (directionality of chains/nets)

A reference-anchored net is asymmetric: it keeps only the single best-aligning target DNA per position on the reference side; the opposite-direction net is built oppositely, so target-net != query-net (Kent 2003). Therefore:

  • A presence/absence or SV conclusion must be checked in both reference directions.
  • If the conclusion flips (or is untested) between reference choices -> flag as reference-bias, do not report as biology.
  • No numeric chain-length/score cutoff is defensible: the often-quoted “5000 bp” minimum chain is UCSC convention, NOT in Kent 2003 — if the audit sees such a cutoff cited to the paper, flag it as convention-mislabeled-as-cited. [GAP: no numeric minimum chain length/score in the notes; treat any such floor as convention.]

Gate 2B — sensitivity below threshold -> false absence

Absence of alignment != absence of homology. An “unaligned/absent/lost” call is only valid if the aligner could reach the divergence of the region:

  • minimap2: asm5 “will not extend to regions with 5% or higher sequence divergence” (recommended when avg divergence ~0.1%); asm10 for ~1% avg; asm20 for ~several % avg. An absence call from a preset whose ceiling is below the expected divergence is a possible false-absence -> flag; remedy = move up the preset ladder before concluding absence.
  • nucmer: seeds on long exact matches with default reference-uniqueness -> less sensitive (3-5% fewer reads than BWA/Bowtie2); divergent or repeat-heavy regions drop out. A nucmer absence call over a divergent/repetitive locus is a possible false-absence -> flag; remedy = --maxmatch (at run-time cost) and/or a more sensitive aligner.
  • The minimap2 divergence estimate is “only approximate and can be biased” — do not treat a reported per-base divergence as a calibrated identity readout.
  • No numeric identity floor exists in either source (the commonly cited ~70% identity floor is NOT in minimap2 or nucmer notes). [GAP: no minimum-identity threshold in the references; do not assert a numeric identity floor — label ~70% as convention if cited.]

Gate 2C — repeat masking sufficiency

Unmasked/poorly-masked repeats drive spurious alignment and, for Cactus, runtime/memory blowup (alignments enumerated to/from every copy of a repeat).

  • Progressive Cactus requires soft-masked input (stated precondition); its self-alignment preprocessing masks regions with coverage > 50 (configurable), sampling 20% of chunks.
  • Chain/net pipelines mask before alignment (RepeatMasker for transposons; Tandem Repeat Finder for simple repeats, period <= 12); skipping masking inflates spurious chains.
  • If inputs are unmasked (or masking state unstated) and the claim is a duplication/SV/ spurious-synteny call in repeat-rich sequence -> flag as possible masking artifact.
  • No numeric percent-of-TE (or %-of-genome) masking target is given in the notes. [GAP: no %-masked target; cannot assert "≥X% masked" — the only in-source numbers are Cactus's internal coverage>50 / 20%-sampling preprocessing, not a user-facing masking %.]

Gate 2D — guide-tree topology (reference-free / ancestral claims)

Progressive Cactus is progressive up a guide phylogenetic tree; ancestral assemblies are reconstructed at internal nodes by ordering blocks and taking a most-likely base per column. A wrong guide-tree topology corrupts ancestral-sequence inference. Therefore:

  • Any ancestral-sequence or node-level claim must state the guide tree used and that it is the correct/rooted topology (HAL likewise presumes a rooted tree).
  • If the guide tree is wrong, unrooted, or unstated for an ancestral claim -> flag.
  • Accuracy also degrades with divergence (F1 0.989 primate vs 0.795 mammal; ~86% human coding covered in the placental ancestor) — deep-node ancestral claims carry lower confidence.
  • [GAP: no guide-tree QUALITY criteria in the notes — no branch-length/support/rooting metric, no branchScale values (branchScale is explicitly ABSENT from Armstrong 2020). Cannot assert a numeric tree-quality bar; require the tree be stated and defensible, but flag the criterion as unsourced.]

Gate 2E — HAL version / downstream-tooling breakage

Extraction from HAL (halLiftover BED->BED; halBranchMutations per-branch BED; hal2maf) can be silently or loudly wrong across tool-version boundaries.

  • Handle honestly: Hickey 2013 states no format versioning, no forward/backward compatibility policy — so there is no in-source rule to cite for HAL version safety. The audit can require that HAL-toolkit versions be pinned and that extraction was regenerated with matching tooling, but must not invent a compatibility guarantee. [GAP: HAL versioning/compatibility policy is ABSENT from the source; cannot cite a version rule — only require version disclosure and flag undisclosed version crossings.]
  • Format-mismatch linkage: a downstream orthology/gene-loss conclusion (e.g. TOGA) requires pairwise chains, not a Cactus HAL — TOGA consumes chains (LASTZ->axtChain), not HAL/halSynteny. A pipeline feeding HAL directly into a chain-consuming caller is a tooling/ format mismatch -> flag (the “result” is a plumbing artifact, not biology).

Gate 2F — WGD / alignment-depth setting (polyploid under/over-matching)

For genomes with differing whole-genome-duplication histories, AnchorWave controls matching via -R (reference max alignment depth) and -Q (query max alignment depth), e.g. maize<->sorghum -R 1 -Q 2 (maize depth 1, sorghum depth 2). Anchors are reference full-length CDS (requires a GFF3 annotation).

  • Check -R/-Q are set to the known ploidy/WGD ratio of the pair. A too-low depth leaves true homologous copies unmatched (under-alignment); a too-high depth admits extra paths (over-alignment). If a “copy absent” or “extra copy” claim rests on a depth setting that doesn’t match the ploidy -> flag.
  • Regions with too few CDS anchors get aligned as indels, and interanchor low-homology stretches get only approximate (banded/sliding-window) alignment — an SV/absence call there is a possible artifact -> flag.
  • Watch for interface drift: the notes describe -R/-Q (v1.0.0); a --ploidy flag does not appear in the source. If a claim cites proali --ploidy, flag as version-unverified.
  • [GAP: the source states NO symptom/error/diagnostic for a wrong -R/-Q (under/over-matching is summarizer-inferred). No numeric anchor-identity threshold exists (the "80% default" is NOT in the source). Cannot assert a diagnostic value or identity floor.]

Gate 3 — verdict synthesis

For each triggered sub-form, record: cleared / flag(artifact sub-form) / cannot-assess.

  • Pass only if every triggered check is cleared.
  • If any check is flag or cannot-assess, the verdict is artifact-suspected (name the sub-form) or insufficient-provenance — never a silent pass. State the concrete remedy (opposite-direction net; higher preset / --maxmatch; re-mask; correct/rooted guide tree; version-pin + regenerate extraction; ploidy-matched -R/-Q).
  • [GAP: no combined-confidence rubric in the notes — there is no source-backed way to weight or aggregate multiple partial flags into a single numeric score. Report per-sub-form verdicts; do not manufacture an overall confidence number.]