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by shingo imotasimota/agent-skills85 stars
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Orchestrating multi-specialist task chains and scope-adaptive product delivery: classifies intent, selects and executes the minimum viable chain, aggregates results, and verifies acceptance criteria. For multi-domain tasks, build-first delivery, and product lifecycle execution.

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referencewhet-recipe.md

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Whet Recipe — Mutation-Survivor Loop

/nexus whet [<scope>] — run a mutation engine over the frozen scope, drive the surviving mutants down until every declared partition meets its threshold contract, and prove the kills are real tests rather than assertions pinned to the implementation. The loop runs uninterrupted and is bounded externally, never by the test author's own judgment.

Read this file and _common/FINDING_LEDGER.md before executing the whet Recipe. The ledger machinery lives in that shared protocol; this file declares whet's five slots (§3), the threshold contract that serves as its floor (§2), and the three ways a survivor can be closed dishonestly (§4).

Named report: Whet Ledger. Resume: checkpoint-resume (whet resume). Confirm tier: announce-and-proceed (no objection window) after a single launch-time acknowledgement (§5).


1. Nature / When to Use / Boundaries

Whet is the Loop-family member whose completion oracle is a mutation engine's surviving-mutant set. The engine is a deterministic external tool that generates the findings mechanically, so maker ≠ checker holds structurally — Siege runs and classifies, Radar writes the tests, and the agent that wrote a test never decides whether its mutant is killed.

It exists because the loop had no owner. siege's MUTATE Recipe runs mutations, classifies survivors, and recommends fixes; radar authors tests. Nobody drives the survivor set to a threshold and proves the kills honest. Whet is that loop and nothing else — the mutation craft itself (operators, equivalent-mutant patterns, risk-based thresholds, CI tiering) is siege/reference/mutation-testing-advanced.md, cited throughout and never re-derived here.

Use whet when: a suite's coverage is high but its strength is unknown · a critical module must be proven genuinely tested before a release · a mutation report produced a long survivor list you want worked down unattended.

Invocation:

Arg Default Meaning
<scope> changed modules The mutation scope: module / package / path set. Frozen at BASELINE together with the operator set — the loop never widens either.
tier= 2 CI tier from siege/reference/mutation-testing-advanced.md — 1 PR-scoped incremental (< 5 min) · 2 changed module (< 30 min) · 3 full codebase (no strict limit). Sets the run budget, and a cycle that blows it fails the gate.
threshold= risk-based The threshold contract (§2). A single number applies it to every partition; the risk-based default reads per-module thresholds from the siege reference.
max_cycles= 3 Hard ceiling (§6). Lower than quell's 6 — every cycle re-runs the engine, which is the cost driver.
resume — Resume from the persisted Ledger.
Not this Route to Why
Run mutations once and get a report siege (skill) Whet loops siege's MUTATE; one measurement does not need a loop
Add tests for a known gap, no mutation oracle radar (skill) Minimum viable chain — whet's value is the oracle, not the authoring
Raise line/branch coverage radar Coverage counts execution; mutation counts detection. A 100%-covered suite can kill nothing
Drive a code review to zero quell Same machinery, different evaluator
The suite is flaky, not weak radar (flaky repair) A flaky suite cannot host a mutation run at all — whet BLOCKs on it at BASELINE
Load / chaos / contract resilience siege (skill) Whet owns only the mutation axis
Loop must survive session end project-local orbit when available; otherwise goal or apex Whet is attended-but-uninterrupted, in-session; apply _common/PROJECT_LOCAL_SKILLS.md

Scale: 4-8 agents per cycle × ≤ 3 cycles, plus 2 at BASELINE. Medium-to-high cost — the governor is the engine runtime, not the agent count, so tier=3 on a large repo dominates everything else. Range derivation: TRIAGE 1-2 (Siege + Magi on dispute) + FIX 1-3 (Radar · Void/Sweep · Zen) + GATE-S 1 (Radar) + RE-MUTATE 1 (Siege) → floor 1+1+1+1 = 4, ceiling 2+3+1+1 = 8 (the dispute arbitrator is counted inside TRIAGE). BASELINE adds Radar + Siege = 2, once.


2. The Threshold Contract — whet's floor is a per-partition contract

C4 holds (_common/FINDING_LEDGER.md §1): the mutant set is finite and mechanically enumerable, and each mutant has a right answer (killed / survived / equivalent). Whet therefore needs no split oracle. What it does need is a floor that is not a scalar.

100% mutation score is the wrong target — siege's MA-02 Score Obsession names it, and low-risk modules do not repay the tests it would take. So whet's floor is a threshold contract: a declared partition set (module / package / risk band), each with its own bar, frozen at BASELINE:

  • partitions marked must-kill-all (typically the risk-critical modules): zero surviving mutants, no exceptions
  • every other partition: corrected mutation score ≥ its threshold, where corrected score is siege's Killed / (Total − Equivalent) × 100

ZERO (ACCEPT) ⟺ every must-kill-all partition has no OPEN survivor ∧ every other partition meets its threshold ∧ the Suite-Integrity Gate is green ∧ the final mutation run's output is attached verbatim as evidence.

A survivor in a partition already at its threshold is BELOW-FLOOR: recorded, not blocking. This is the ordinary severity floor, expressed per partition instead of per finding.


3. Declaration Slots

Slot whet
(a) Evaluator the mutation engine (Stryker / mutmut / PIT / cargo-mutants) run and classified by Siege. Deterministic and independent of the test author by construction
(b) Frozen scope unit the mutation scope × the operator set × the threshold contract (§2 — the floor)
(c) Identity mechanism derived — sha1(file ⊕ enclosing_symbol ⊕ mutation_operator ⊕ normalized_mutated_expression). Line/column and the engine's ordinal mutant index are excluded: mutants are regenerated from scratch every run, so ordinals mean nothing across cycles and a line-keyed ledger reports the whole set as new after the first test lands
(d) Validity gate Suite-Integrity Gate (§5)
(e) Invariant + profiles tests assert behavior, not implementation. No profiles — tier= is a run budget and threshold= is the floor

Disposition added by this recipe: EQUIVALENT-RATIFIED — the mutant is real and survived, but no possible test can distinguish it (siege's equivalence pattern table). Distinct from FALSE-POSITIVE-RATIFIED (the finding was not real) and from WONTFIX-RATIFIED (real, killable, deliberately not killed), and unique in that it moves the denominator: see §4. Also CLOSED-BY-REMOVAL — the survivor's host code was deleted as genuinely dead (§4.3).


4. Disposition Integrity — three dishonest ways to close a survivor

The four base rules are _common/FINDING_LEDGER.md §6. Whet's domain has an unusually strong pull toward each of them, because two of its three cheats improve the number arithmetically rather than merely hiding a problem.

4.1 EQUIVALENT is a proof obligation, not a label — and it is the strongest cheat in the family

Corrected score is Killed / (Total − Equivalent) × 100. Declaring a survivor equivalent shrinks the denominator, so it raises the score without a single test being written. Every other member's false-positive dismissal merely removes a blocker; this one is directly rewarded.

Three rules, and none is waivable:

  1. The test author never ratifies equivalence for a mutant in their own scope — _common/FINDING_LEDGER.md §6.1 applied where it bites hardest. Siege adjudicates; Magi on dispute.
  2. Refute polarity (§6.2): the adjudicator must attempt to construct a distinguishing test and fail, recording why no observable difference exists, citing the matching pattern in siege/reference/mutation-testing-advanced.md § Equivalent Mutants. "Looks equivalent" is NEEDS-INFO, and NEEDS-INFO stays OPEN.
  3. The equivalence rate is reported, per cycle, in the Ledger. A run whose score rose mainly through a growing Equivalent count did not strengthen the suite, and the Whet Ledger must make that visible rather than reporting the corrected score alone.

4.2 TAUTOLOGICAL-KILL — the self-dismissal analogue

A survivor can always be killed by asserting on the mutated expression itself. The mutant dies, the score rises, and nothing about the system's behavior is now tested — this is quell profile=refactor's TEST-EDITED transposed, and siege's MA-07 in ledger form.

A test added inside the loop that pins an implementation detail — asserting a private intermediate, mirroring the production expression, or asserting only that a function was called — raises a TAUTOLOGICAL-KILL blocking finding at any severity. Only the adjudicator may ratify a contested case, and the kill does not count until it does. The rule of thumb the adjudicator applies: would this test still pass if the implementation were rewritten to the same contract? If not, it is a mirror, not a test.

4.3 CLOSED-BY-REMOVAL — legitimate, but never silent

siege's MA-07 is right that survivors often reveal structure rather than test gaps: an unreachable branch, an over-built abstraction, a defensive path that cannot fire. Deleting the host code is a real closure — the mutant is gone because the code is gone.

It is also the third cheat if unchecked. So: removal requires Void/Sweep evidence that the code is genuinely dead, ratified by the adjudicator, and it is recorded as CLOSED-BY-REMOVAL rather than as a kill — it never counts toward Killed. A removal that changes externally observable behavior is DEFERRED (behavior-changing) with a route to bug/feature, never applied inside the loop.


5. Suite-Integrity Gate and the Confirm Gate

Suite-Integrity Gate — whet's validity gate (_common/FINDING_LEDGER.md §10), run every cycle. A red gate injects a synthetic blocking finding into the Ledger for the next cycle; it never merely warns.

  1. Green on unmutated code — the suite passes against the real implementation. A red suite makes every mutant "killed" for the wrong reason.
  2. No flake — a test that passes and fails across the cycle's runs invalidates the mutation result, because a flaky failure is indistinguishable from a kill. Un-stabilizable flake at BASELINE is BLOCK, not a best-effort run.
  3. Runtime within the tier= budget — a cycle that blows its tier budget fails the gate rather than silently becoming a nightly job.
  4. Coverage non-regression — killing mutants must not come with deleted or skipped tests.

Confirm Gate — one acknowledgement, then uninterrupted, per the front-loading rule in _common/FINDING_LEDGER.md §11. BASELINE announces the frozen scope, the operator set, the threshold contract, the survivor count per partition, the measured engine runtime, and the declared bounds. If that trips an Ask First line (10+ files, a tier=3 full-codebase run), that is the one confirmation for the whole run.


6. Termination Contract

Bound Default Stop behavior
ZERO (ACCEPT) — §2's conjunction holds → ACCEPT.
max_cycles loop ≤ N cycles (default N=3) cap-reached — stop, report best-so-far + the residual survivor set + whet resume.
token_budget run-level budget-reached — stop + report.
diminishing-returns net open survivor count fails to decrease for 2 consecutive cycles (ε = 1 killed survivor/cycle) diminishing-returns (Δ < ε) — stop + report.
BLOCK — Un-stabilizable flake or a red suite at BASELINE · oscillation (§FINDING_LEDGER.md §7) · an unratified TAUTOLOGICAL-KILL the fixer will not replace · Agent Tennis → stop + escalate.

Bounds are contract-level; AUTORUN cannot waive them.


7. Phase Contract (AUTORUN chain template)

GATE ──── _common/LOOP_PRECONDITIONS.md (5-point) + engine preflight
          Siege[mutation engine available for the stack; operator set resolved]
   ▼
BASELINE  Radar[suite green + flake check]  →  un-stabilizable flake ⇒ BLOCK (§5.2)
          Siege[run mutations @frozen scope] → Survivor Ledger v0
          FREEZE threshold contract: partitions + per-partition bars (§2)
          ANNOUNCE scope + operators + survivors/partition + runtime + bounds
          → §5 single acknowledgement
   ▼
┌─ LOOP (until ZERO | bound hit per §6) ──────────────────────────────────────┐
│  TRIAGE     Siege[classify each survivor: killable | equivalent-candidate    │
│             | dead-code-candidate; dedupe by fingerprint; partition vs bar]  │
│             ★ equivalence ratified by Siege only, never by the test author,  │
│               with a failed distinguishing-test attempt recorded (§4.1)      │
│  FIX ∥      per class, file-ownership partitioned (_common/PARALLEL.md):     │
│             killable       → Radar[behavior test]                            │
│             dead-code      → Void[justify] + Sweep[remove]  ⇒ CLOSED-BY-     │
│                              REMOVAL, never counted as a kill (§4.3)         │
│             structural     → Zen[extract so the branch becomes testable]     │
│             ★ behavior-changing removal ⇒ DEFERRED, never applied            │
│  GATE-S     Radar[Suite-Integrity: green · no flake · tier budget ·          │
│             coverage non-regression] — red ⇒ synthetic BLOCKING finding      │
│             ★ implementation-coupled test ⇒ TAUTOLOGICAL-KILL blocker (§4.2) │
│  RE-MUTATE  Siege[re-run @same frozen scope, same operators]                 │
│  DIFF       Ledger diff: killed / persisting / net-new / re-emerged          │
│             + per-partition corrected score + the equivalence rate (§4.1.3)  │
│  GATE       §2 conjunction holds            → ACCEPT (ZERO)                  │
│             re-emerged ×2                   → FROZEN + BLOCK                 │
│             Δopen ≥ 0 for 2 cycles          → diminishing-returns → stop      │
│             cycle N / budget                → cap-reached / budget-reached   │
│             else                            → carry Ledger into next cycle   │
└──────────────────────────────────────────────────────────────────────────────┘
   ▼
DELIVER ── Whet Ledger (§9) + handoff: Guardian[commit/PR] ; acceptance? [merge gate]

Loop Precondition Gate verdict (report all five in §9): #1 completion oracle — met (§2's conjunction is machine-checkable); #2 hard-stop — met (max_cycles + budget + diminishing-returns, external to the fixer); #3 maker ≠ checker — met structurally (a deterministic engine generates the findings; Siege adjudicates, Radar fixes); #4 persistent memory — met (Ledger file); #5 drift awareness — run risk: a suite can gain mutants-killed while losing readability and speed, so the Suite-Integrity Gate is mandatory each cycle and the added tests' total runtime delta is reported at DELIVER. Never assert suite quality from the score alone.


8. Failure Modes Prevented

Generic finding-loop failures and their mitigations are _common/FINDING_LEDGER.md §12. Below: what the mutation domain adds.

Failure Mitigation
Score raised by declaring survivors equivalent (the denominator cheat) EQUIVALENT-RATIFIED needs a failed distinguishing-test attempt + a cited pattern; the test author may not ratify; the equivalence rate is reported per cycle (§4.1)
Mutants killed by tests that mirror the implementation TAUTOLOGICAL-KILL blocks at any severity; the kill does not count until the adjudicator ratifies (§4.2)
Code deleted to make the survivor disappear CLOSED-BY-REMOVAL needs Void/Sweep dead-code evidence and never counts as a kill; behavior-changing removal is DEFERRED (§4.3)
Chasing 100% (MA-02 Score Obsession) The floor is a per-partition threshold contract, not a single number; below-threshold partitions record survivors as BELOW-FLOOR (§2)
Mutation run on a flaky or red suite Suite-Integrity Gate §5.1-5.2; un-stabilizable flake at BASELINE is BLOCK, not a best-effort run
The loop silently becomes a nightly job tier= runtime budget is a gate condition, not a guideline (§5.3)
Every mutant reported as new after the first test lands Identity excludes line/column and the engine's ordinal index (§3)
A faster score at the cost of a slower suite Precondition #5 as a run risk + the added tests' runtime delta reported at DELIVER (§7)

9. Output

NEXUS_COMPLETE with the standard ## Nexus Execution Report plus the Whet Ledger:

  • Exit reason: ACCEPT (ZERO) | diminishing-returns (Δ < ε) | cap-reached | budget-reached | BLOCK.
  • Frozen scope + operator set + threshold contract (partitions, bars, which are must-kill-all) + tier + declared bounds.
  • Per-cycle trajectory, per partition: survivors at entry → killed / net-new / re-emerged → survivors at exit, with the corrected score and the equivalence count shown separately — a score that moved because the denominator shrank is reported as such, never folded into the headline number.
  • Full survivor table: fingerprint (short), file:symbol, operator, partition, disposition, and for every EQUIVALENT-RATIFIED / CLOSED-BY-REMOVAL / WONTFIX-RATIFIED / DEFERRED / FROZEN record, the ratifying agent + evidence. No survivor appears without a disposition.
  • Evidence: the final mutation run's invocation and verbatim output. A threshold claimed without an attached final run is UNVERIFIED (reference/autonomy-quality-protocol.md Q10).
  • Suite-Integrity Gate result per cycle, plus the suite runtime delta introduced by the added tests.
  • Loop Precondition Gate verdict, five entries (§7).
  • Residual Ledger (typed): each DEFERRED (behavior-changing) with its route, each below-threshold partition as a candidate next scope, each FROZEN survivor as a BLOCK-class residual, plus the completion-sweep line. whet resume on any non-ACCEPT exit.

Done is deliverable-relative: every must-kill-all partition has no surviving mutant, every other partition meets its threshold, and the added tests are behavior assertions that survived the adjudicator. Partitions outside the frozen scope are a Q2 non-goal, not a residual.


10. Decision Tree vs Neighbors

Driving test quality to a bar?
  Oracle is a MUTATION ENGINE's surviving-mutant set → whet
    └ one measurement, no loop → siege (skill) MUTATE
    └ must survive session end → project-local orbit, else goal/apex
  Oracle is line/branch COVERAGE → radar (skill)
  Oracle is an external REVIEWER's finding list → quell (code) / burnish (UI)
  Oracle is load / chaos / contract resilience → siege (skill)
  The suite is flaky rather than weak → radar (flaky repair) — whet BLOCKs on it

11. Shared Protocols (cited, not re-derived)

Protocol What whet takes from it
_common/FINDING_LEDGER.md The entire ledger machinery — scope freeze, identity, disposition vocabulary + integrity, oscillation, ledger diff, ZERO predicate, bounds/confirm/resume, generic failure modes. whet fills its five slots (§3) and adds only EQUIVALENT-RATIFIED, CLOSED-BY-REMOVAL, and TAUTOLOGICAL-KILL
siege/reference/mutation-testing-advanced.md The mutation craft — equivalent-mutant patterns and the corrected-score formula, risk-based thresholds, CI tiering (tier=), and the MA-01..MA-07 anti-patterns. Whet supplies the loop and the integrity rules; it never re-derives the technique
siege/reference/mutation-testing-guide.md Operator selection and scoping for the BASELINE run
_common/LOOP_PRECONDITIONS.md The five-point gate; run before cycle 1, verdict reported in §9
reference/evaluator-loop-protocol.md Generator-Evaluator separation (converge whet is redundant — whet already owns a loop and an oracle)
_common/ADVERSARIAL_REFUTATION.md Refute-polarity discipline for equivalence claims (§4.1.2)
_common/PARALLEL.md File-ownership partitioning for concurrent fixers
reference/autonomy-quality-protocol.md Decision Ledger, evidence-bound claims, Acceptance Provenance, completion integrity (Q16-Q22)

Source: SKILL.md on GitHub

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    The 'nexus' skill is a comprehensive multi-agent orchestration framework that manages complex task chains. While it incorporates extensive internal guardrails and verification protocols, it explicitly mandates the use of high-risk flags that bypass security permissions to achieve autonomy. It also provides instructions for establishing persistent tasks via cron and GitHub Actions, and utilizes external research tools to fetch content from the web.

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