Advisor-checked decision gates. Freezes a drafted option set, has an independent external advisor rule it genuine / collapsed / malformed, then verifies the cited grounds before it reaches the user.
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tessl review fix ./epistemic-cooperative/skills/gate-check/SKILL.mdAn option set is normally judged by whoever drafted it. That is the one judgment the drafter cannot make well: the options inherit the frame they were drafted from, so an option set standing on the wrong axis looks complete from inside. This skill puts an independent adjudicator on the option set itself — not on the work the gate is about — and then checks the adjudicator's reasoning against the substrate before either reaches you.
The check separates two things that usually collapse into one: who wrote the options and who says they are worth asking. Everything below exists to keep those apart, including from itself.
/gate-check [gate?] [advisor?]
gate : (implicit) | explicit draft -- optional; defaults to the gate drafted in the current turn
advisor : { codex } -- optional; the independent adjudicator behind the
-- (gate question, frozen option set, settled
-- constraints, pointers)
-- → { axis reading, falsifier, a ground cited for every
-- conclusion asserted, and either a verdict — with
-- what a collapse reduces to, or what axis a
-- malformed relocates onto — or, where none of the
-- three fits, the members it could not clear with
-- the repairs available and what each changes }
-- interfaceThe advisor is a parameter, not the identity. Any adjudicator satisfying that interface can drive the check, provided it is a genuinely separate reasoner — a second pass by the drafting agent does not satisfy it, because the independence is the whole mechanism.
/gate-check [gate?] [advisor?]
Phase 0 : screen + freeze -- eligible gate? → freeze the option set verbatim, capture a substrate anchor
Phase 1 : launch ∥ precommit -- dispatch to the advisor (background), then record the expected
controlling sources and verification criteria BEFORE any advisor
output is visible
Phase 2 : verify -- collect the advisor's own words; check each cited ground against
the substrate; check whether its stated falsifier could have
defeated the reading and whether it is there
Phase 3 : dispose -- genuine | collapse | malformed | indeterminate | failed
Phase 4 : synthesize -- on a settled repair: rebuild the option set under the synthesis guards,
then one external recheck, bounded
present -- three vantage points always; ground-by-ground detail folds to one line
observer -- armed for the session; every cycle converges or fails explicitlyBoth are conditions of the screen below, listed here too because they are reasons not to reach for the skill at all rather than only reasons it declines.
The check applies to gates that route a reversible decision. A decision is reversible when correcting it at the next interaction leaves no persistent state change, lost context, outward-facing commitment, or divergent downstream work.
These are the screen. A gate meeting any of them leaves the check, regardless of what verdict the advisor would have returned — but not all of them leave the same way, and firing them all as gates would put back the very asks the screen just caught. The first four leave as gates and fire on their own terms: they are real decisions the check has no standing over. The last two leave as something other than a gate — a decision already settled is relayed with the source that settles it, and a set down to one option is simply the thing it names, done. Where a gate meets conditions from both halves, the first half wins: an irreversible or environment-mutating decision stays a gate however settled its direction or however few options are left, since what those two conditions protect is a confirmation, and a relay is exactly the thing that skips one. Report every condition that applied, not only the one that decided. Everything elsewhere in this document that speaks of "the screen" means this list, and means all of it — no other passage carries a count of its own, because a count kept in two places drifts in one of them.
Running the check on an excluded gate is not merely wasted — a collapse verdict on an irreversible decision would relay away exactly the confirmation the irreversibility demands. Screen first.
Where the running environment carries its own standing policy about when gates get checked, that policy may narrow this screen further. The skill operates fully without one; no external rule file is required for correct operation.
Order matters here and is the point. Dispatch first, record second, and never inspect partial advisor output before the record is written.
Dispatch. Send the advisor exactly four things:
Ask it for four things back: a verdict (genuine | collapse | malformed), its reading of what axis the options actually stand on, a ground cited for every conclusion it reaches — the axis reading is one conclusion and the verdict on it is another, and each owes its own — and, stated after the rest so it accounts for what it just said rather than shaping it, the observation that would break its own reading. Grounds are asked for per conclusion rather than for the answer as a whole because conclusions rest on different evidence: what axis a set stands on and what follows for the set are separate claims, and it is the verdict, not the axis, that routes what happens next.
A verdict asserting anything beyond the axis owes that in the same answer, with its own ground. On collapse: which option of the frozen set the others reduce to, and the ground they reduce on. On malformed: the axis the options should stand on instead, and the ground for relocating there. These are asked for rather than worked out afterwards because naming them is the substance of those verdicts — a set said to collapse without saying what it collapses to, or said to stand on the wrong axis without saying which axis is right, has not been adjudicated. A target named without the ground that carries it defers the same thing one step in, arriving as a conclusion with nothing behind it for the verification to check. Leaving any of it to be supplied later would hand the choice back to the side whose option set is under judgment, which is the collapse of drafter and judge this skill exists to keep apart.
Where two verdicts both fit — a set on the wrong axis whose options also all converge — malformed is the one to return. A collapse relayed off a wrong-axis set delivers a settled answer to a question that should not have been asked; relocating first puts the convergence question to the set that belongs there, where it can be asked again and mean something. Say which verdicts were in contention and why the returned one won, so the ordering is checkable rather than assumed.
Where none of the three fits — the set stands on the right axis and still is not the set to ask — say so rather than round to the nearest verdict. What it owes then is the same in kind: which members it could not clear and the ground for each, the repairs available for them, and what each repair changes about the set you would end up answering. A verdict rounded to from a set that fit none of them is worse than no verdict, because it arrives labeled as checked.
Input boundary. The dispatch never carries which option the drafting side prefers, the rationale behind the option set, or any prior disposition. An adjudicator told the preferred answer is no longer adjudicating; it is agreeing. Naming the constraint the user settled is conveyance; adding what the advisor should therefore conclude is not. The gate's question sits on the conveyance side of that line and is not the rationale: the rationale is why these options were drafted, which the adjudication must not see, while the question is what they answer, without which there is nothing to adjudicate their fit against.
Precommit. While the advisor runs, write down — to the same kind of per-invocation record the dispatch and answer use, for the same reason: what makes this work is that it can be read back afterwards and shown not to have moved, which a recollection cannot be — two things:
The precommit is deliberately not a preferred option. A recorded preference invites the later comparison to become "did we agree," which is the failure this whole ordering exists to prevent. What the precommit buys is different: it makes the question did I converge or did I follow answerable afterwards, which it is not once the answer has been read.
Collect the advisor's final message and carry it forward as written. Do not parse it into fields — read what it concluded, what it offers in support of each conclusion, and what it names as its own falsifier directly from its own words, and keep the full text intact for reference. Reading it through a fixed set of fields is how a conclusion the answer did assert goes missing before anything has a chance to check it.
Then check it, ground by ground, against the anchored substrate:
This phase is the audit vertex, and it is deliberately narrow: it checks whether the advisor represented and applied the evidence correctly. It does not re-argue the options. A second opinion from the side that drafted them is not independent evidence, and offering it as one would quietly restore the collapse the skill exists to prevent.
Snapshot consistency. Read the captured anchor back and hold it against the substrate as it stands now — that comparison is what the anchor was captured for, and no other step performs it. If the substrate moved, re-anchor and run the cycle once more rather than reconciling across two states. Bounded at one, for the same reason the synthesis recheck is: if it moves again, stop re-anchoring and let the cycle land on indeterminate (anchor). A gate held open until the ground stops shifting is a gate that never fires.
Exactly one of these holds — which is three claims rather than one, and they fail separately.
Every cycle reaches a row. A situation matching none of them has found a gap in the table, not a way out of it; the cycle does not proceed unlabeled while the gap goes unreported.
No two rows can both be the answer. The ordering is what secures that, so a row is read against every row above and below it before it lands, and a row inserted anywhere but the end changes what the rows under it mean.
Every row can deliver what it promises. A row whose action names something no phase produces cannot fire however well it reads, and the phase that produces it is named before the row is trusted.
None of the three implies another, and a table can satisfy two of them while silently failing the third.
What each landing presents follows from two rules, so the rows do not restate them. What reaches you is the set actually adjudicated — not the set a cycle started from, where those have come apart. And where a rebuild was attempted and its recheck did not come back clean, every set attempted is shown with what the check found against each, none of them as the answer. The pass a cycle is on matters to the rows only where it turns continuation into termination: a first attempt may rebuild, a second may not.
| Condition | Disposition | What happens |
|---|---|---|
| No usable answer — the advisor failed, timed out, returned nothing readable, returned something readable that is neither a verdict nor a report of members it could not clear, or the gate turned out after dispatch to be one the screen catches, so its verdict is discarded | failed | Present, labeled as unchecked, with what went wrong. A late-caught screen condition is the exception: the gate leaves the way that condition leaves, since discovering the screen applies does not turn a relay or a settled single option into a gate. The cycle ends in failure and the originating decision still gets an answer |
| The substrate moved again after the one permitted re-anchor | indeterminate (anchor) | Unfold everything, naming both anchors and what moved between them. Grounds read against a substrate that will not hold still are not grounds |
| A cited ground is missing, says something other than what was attributed to it, or the answer cites nothing at all | indeterminate (uncitable) | Unfold everything, naming which conclusion the failed citation was offered for. Grounds are owed per conclusion, so which one it was is what says how far the finding reaches — and knowing which set carries it does not answer that |
| The advisor's own stated falsifier is present in the substrate | indeterminate (falsifier live) | Unfold everything, naming the live falsifier. Checked ahead of the audit conditions below, in the order the verification itself runs them: a falsifier that is live says the reading is contradicted, which outranks the answer having failed to reach something |
| Grounds located, but some obligation the answer carried goes unmet — anything it was required to return, or did assert, left absent, ungrounded, unreachable, or resting on something that does not track what would keep it true. Where the answer was a repair report this fires only once every proposed repair has failed its own check, since a repair failing takes that repair out and not the answer with it | indeterminate (audit) | Unfold everything, naming what the answer did not reach |
| Grounds check out, falsifier absent, and the answer reached no verdict — it reports members it could not clear instead | indeterminate (unmapped) | Unfold the repair space: every member with whether it cleared, the ground for each that did not, and the repairs available with what each changes about the set you would answer. On a first pass the repair then settles and the rebuild runs on it; on a recheck the cycle ends here |
Grounds check out, falsifier absent, verdict genuine | genuine | Present the gate, now checked, with the axis reading |
Grounds check out, falsifier absent, verdict collapse | collapse | Relay: state the finding and the option it settles on, with the ground that settles it. No gate |
Grounds check out, falsifier absent, verdict malformed | malformed | On a first pass, proceed to the rebuild. On a recheck the rebuild has already had its one attempt, so the cycle ends here with both attempts and the diagnosis surfaced — a second rebuild is the repetition the bound exists to refuse |
| The rebuild cannot be done here — it would need a different kind of answer, it would remove an option only the originating definition can remove, or the rebuilt set came back caught by the screen | indeterminate (routed back) | Present the original gate carrying what the check established and where that has to be changed instead, which for every trigger is wherever the original gate was constructed. The gate fires because the decision still needs an answer; it fires disqualified rather than silently, because answering through a set already shown unable to carry the answer is the failure this landing detected |
An unmapped answer settles its repair before anything is rebuilt. Where a citable source determines which repair applies — a documented convention, a rule belonging to whatever defined the gate, a decision already made in this conversation — it is relayed with that citation and the rebuild runs on it; asking you to pick where the answer is already written is the over-gating this skill screens for elsewhere. Where more than one repair stays genuinely viable, they reach you as the choice, each with the set it would produce and what that changes downstream, and the rebuild waits. Either way the settled repair enters the same rebuild and the same single recheck a relocation does, because a set quietly changed and handed over unchecked is the one thing no landing here allows.
A repair menu you are asked to choose from is a set the adjudicator authored and never adjudicated — an answer reaching no verdict is what put the cycle here — and verification dropping some of its members makes it a different set again. Authorship does not transfer across a filter, and there is no earlier verdict to fall back on. So the menu goes out for adjudication as the set it now is, and it goes as a dispatch like any other: its own precommit, its own single use, the same ground verification on what comes back. Whatever that answer is, it is a finding about the menu and reports into the cycle already running; nothing nests, because a second synthesis opening inside the first is the repetition the bound refuses. A dispatch exempted from the ordering because it is small is the ordering exempted, and an answer exempted from the verification because its question was narrow is the verification exempted. Where the menu cannot be adjudicated at all — its use spent, the advisor unreachable — it still reaches you inside the same unfold, saying plainly that it was not, with each drop named and what it failed on. An unadjudicated set you can see the gaps in is worth more than a repair you never got to choose, and choosing between those two by preference is not on offer.
Silence never resolves as agreement. An advisor that does not answer, a tool that errors, a timeout — each lands in failed, and failed presents the gate unchecked rather than presenting it as confirmed. There is no path from an absent answer to a folded conclusion.
A failed cycle does not suspend the gate. The originating decision still needs an answer; withholding it because the check was unavailable would let one broken external call stall every later decision. The gate fires, and the label carries the fact that it fired unchecked.
Two things arrive here. A malformed verdict brings a relocation: the options stand on the wrong axis, and the advisor supplied the axis to move to and the ground for it. An unmapped answer brings a member-level repair on an axis that was already right, settled either by the citation that determined it or by your answer among the viable ones. Phase 2 checked the grounds under both, the same way, and the replacement option set is built here, where the live context is. Neither kind reaches this phase unchecked — a repair that did not survive verification routed to an indeterminate audit instead, because a set rebuilt on an unverified ground is the original defect one move over. That makes this a synthesis step, not a relay — it selects and composes — so it carries its own guards:
indeterminate (routed back) like any other, and the originating gate fires carrying what the check established it cannot represent. The two are not in tension — one says where the set has to change, the other keeps the decision moving until it does.indeterminate (routed back). Making an option concrete leaves the set intact; dropping one makes it smaller.indeterminate (routed back) rather than being relayed. A rebuilt set that clears the screen then goes for one external recheck, bounded at one. Run the same collapse test on it, but finding that it converges on a single dominant option ends nothing here: the side that built the set has no independent opinion about it, so the recheck goes out regardless and that reading becomes part of the fresh precommit written for it — one record, in the order the first dispatch used, launched first and recorded second with nothing of the answer seen in between. The first precommit named the sources an answer about the old axis ought to turn on and cannot speak for this one; reusing it would let the verification read a record written for a different question, and skipping it would leave the second answer as the only pass with nothing to compare against — the one pass where the temptation to agree is strongest, because a rebuild everyone wants to be done with is arriving. What comes back re-enters the same ground verification and lands on exactly one disposition, the way the first answer did; a lighter second look would let the rebuilt gate reach you on a verdict that was never checked, which is the one thing no verdict here is allowed to do. A recheck that lands on genuine presents the rebuilt gate; one that lands on collapse relays the option it settles on together with the ground it settles on, the same pair the first answer owes. Any other landing — the advisor returning malformed again, any indeterminate disposition, or an answer that never arrives — ends the cycle here: surface the diagnosis and both attempts, and do not present a third unverified gate. Recursion here manufactures confidence rather than earning it.Three vantage points are always shown at the moment a cycle hands something over. They never fold, whatever the landing — and where a landing leaves one of them empty, the emptiness is what gets shown, because an omitted vantage point and an empty one read identically once they are both absent. A first-pass malformed hands nothing over yet: it moves to the rebuild, and the three appear at whatever the rebuild lands on:
failed there is none, and saying that plainly is the readingcollapse, the rebuilt set when a malformed cycle's recheck came back clean, the original set on failed and on a first-pass genuine, the original set beside the repair space on unmapped until a repair settles and beside the rebuilt set once one has, and on any other indeterminate disposition the original set beside the advisor's contested reading of it. What decides this is what the cycle produced, not which verdict word last appeared in it: a recheck landing on genuine presents the rebuilt set, because presenting the original there would resurface the very set just found to stand on the wrong axis. Where a rebuild was attempted and did not come back clean — a second malformed, an indeterminate landing, an answer that never arrived — neither set is presented as the answer: both are shown, the original labeled with what the first pass actually found — a wrong axis where the rebuild came from malformed, the members that could not be cleared where it came from unmapped — and the rebuilt one as unchecked, and the originating decision is handed back with that pair rather than with a winnerThese are what you read in order to decide, so they belong in front of you at the moment of deciding.
The ground-by-ground detail folds to one line, except the grounds a landing promised per member. Where the disposition undertook to show the ground for each member that did not clear, those grounds are the landing rather than its supporting detail, and folding them would fold the thing itself. What folds is the detail behind grounds that held, together with what the precommit comparison showed — stating that the answer reached what was expected, on the terms set before it arrived, is what makes the converged case distinguishable from an unasked question. The full detail stays available and is produced on request. It folds because it is what you read to decide whether to trust the conclusion, not to reach it — a later and rarer need, and one that keeps its own place.
Three things never fold, even inside the summary line:
Folding the detail while dropping any of them would not be compression; it would be concealment wearing compression's shape.
The advisor's full text is referenced, not inlined — its path is given so it can be read directly. Inlining it would push the three vantage points below the fold, which inverts exactly the ordering above.
The adjudicator runs as a background call and is collected on its completion notification — not polled, not slept on. This is what makes the Phase 1 ordering affordable: the precommit is written during a window that already exists.
What the default adapter does. With codex as the advisor, the call is a background codex exec run ephemerally and in read-only mode against this repository — ephemeral because a run that persists its own session leaves a copy of the exchange outside the records this skill tracks, and a lifecycle that governs only the copies it knows about governs nothing, its prompt read from the per-invocation dispatch file and its event stream written to a per-invocation answer file. The final adjudicator message is taken from that stream — the last one, since a high-reasoning run emits progress messages ahead of its answer — and forwarded whole. An empty extraction means the run died before answering rather than answered emptily, and it lands in failed along with whatever the run's error output says. The bounding is what gives failed its timeout arm a producer: the background call carries an explicit time budget, and exceeding it is the timeout the Error Handling table disposes of. Another advisor satisfying the interface substitutes its own launch, collection, and bound; what it cannot substitute is having them, because a call with no bound cannot time out and a landing nothing produces cannot fire.
Record lifecycle. Every per-invocation record a cycle writes — the dispatch, the answer, and each precommit, of which a cycle may write up to three — uses a collision-safe path and lives for the remainder of the session. Naming them by kind rather than by list is deliberate: a list here would have to be found and extended every time a cycle learned to write something new, and would be behind by exactly one. Removing them is what the observer does on its way out — on its way out however it goes, a session simply ending being the ordinary way and the one the skill cannot itself guarantee, since nothing it ships runs after the session that was running it, since records outliving every session that never happened to be disarmed explicitly is the accumulation this clause exists to prevent: disarming stops new gates entering at once, then the observer waits out whatever cycle was already in flight and sweeps the records last, its own included. Not an instant but a short closing sequence, because a cycle still running writes its records after the word to disarm is given, and a sweep that fired at that word would miss exactly them. That is the step, and without one "cleaned up eventually" is a wish rather than a lifecycle, leaving per-invocation records to accumulate past every session that ever ran one. Cleanup never runs in the same turn the path was surfaced — a referenced path that is already gone is worse than no reference, because it reads as available.
Invoking the skill arms it for the rest of the session. Two levels run independently:
malformed, a first-pass unmapped) end in the disposition their rebuild reaches, not in two. A failed or indeterminate cycle disarms nothing and suspends nothing.Keeping these separate is what prevents one unavailable advisor from leaving every subsequent gate hanging: the cycle fails, the gate fires unchecked and labeled, and the observer remains armed for the next one.
| Condition | Action |
|---|---|
| Advisor unavailable in the current environment | Surface what is missing and what would make it available; present the gate unchecked rather than substituting a self-check under the same name |
| Advisor times out | Report the timeout; disposition is failed; the gate fires unchecked and labeled |
| Answer arrives but cites nothing | Treat as indeterminate (uncitable) — an ungrounded verdict is not a checked verdict |
| Substrate moved between anchor and verification | Re-anchor and run once more; do not reconcile across two states. Movement after that one re-anchor is indeterminate (anchor) |
| The gate turns out to be excluded after dispatch | Discard the verdict; the cycle lands in failed with the exclusion as what went wrong, and the gate leaves the way that condition leaves |
collapse reduces to, the axis a malformed relocates onto — because naming them is what those verdicts assert. Supplying any of it afterwards would return the choice to the side under judgment, and a target arriving without its ground is a conclusion the verification has nothing to check. Adopting any of it unchecked would replace one unaudited judgment with another and lose the independence the exchange was for.4b. A disqualification reaches the options, not just the page above them. The finding itself — the answer kind the set has no option for, the members that could not be cleared, the adjudication that no longer covers it — is analysis, and analysis goes before the gate like all of it. What must reach the options is what the finding does to each one: every option states what choosing it means now that the finding holds. That is the option's differential implication, which is what belongs in a gate. A disqualification stated only above the options is read after the choice as often as before it, and a finding read afterwards did not reach the decision it was for.
What that comes to is set by which options the finding actually bears on. It reaches exactly those and says so: where it bears on all of them alike, saying it once is already saying it of each, and repeating it per option pads the presentation without adding anything to see; where it bears on some, it reaches those and not the rest, because stated once above a list it leaves you to work out which — the step the presentation exists to have already taken. Its incidence is stated either way. A finding that falls on everything and one that fell on something and was never carried there look the same from outside.
Stating the consequence per option is also the whole of what is owed here. Whether the finding leaves a live choice — whether two options still lead anywhere different once it holds — turns on what you are doing and what you asked for, which the specification is not in a position to know and does not decide. So no landing is added for a choice that has gone flat, and none is withheld on the suspicion that one has: the options come with what the finding does to each, and you are the one who sees whether anything still separates them. If nothing does, saying so in the moment settles it more accurately than a rule written in advance could.
5a. An answer that could not land unfolds as a repair space, never as a declaration that something is uncertain. Naming the doubt without naming what could be done about it, and what each of those would change about the set you would answer, hands back the harder half — you would have to reconstruct the repairs yourself, which is exactly the recall this presentation exists to spare you. The three verdicts sort the option set; this landing reports that the sorting did not close, and it earns its place only by arriving full.
6. The three vantage points always show; only the ground-by-ground detail folds. Where a disposition leaves a vantage point empty, the emptiness is shown rather than the point dropped — an omitted vantage point and an empty one are indistinguishable once both are absent. What never folds is listed once, where the presentation is described; this rule does not keep a second copy of that list, because the copy is what goes stale when the list grows. Detail that decides the disposition is not detail.
7. Excluded gates fire on their own terms. Whatever the screen catches is outside the check, and no verdict changes that — the screen's own list is where those conditions live, and restating them here would be a second copy to drift. A relay on an irreversible decision would remove the confirmation its irreversibility requires.
8. The option set is frozen before dispatch, and rewording restarts the cycle. A verdict adjudicates the text it was given; silently editing the options afterwards makes the verdict about something that no longer exists.
9. The dispatch carries the gate's question, the frozen set, settled constraints, and pointers — nothing else. Not the preferred option, not the drafting rationale, not prior dispositions. The question is what the options answer and the rationale is why they were drafted; the first is what the adjudication needs to judge their fit, the second is what would tell it the answer. Stating a settled constraint is conveyance; appending what to conclude from it is not.
10. Synthesis preserves the answer kind, accounts for every original option, and adds nothing unsupported. Making a generic option concrete while keeping the answer kind is a sharpening; needing a new answer kind is a different gate and routes back to where the original was constructed. An addition tracing to no ground the licensing repair stands on, a removal naming neither a ground nor a disposition, and a swap that quietly puts one option where another stood are the three ways a rebuilt gate stops being the same question — each is a defect, not a shortcut. A grounded addition and a removal recorded as off-axis are neither: what makes a change legal here is the ground that licenses it and the record that it happened, never the direction of the change. One thing no ground licenses — removing an option from a set whose alternatives were fixed where the gate was defined. There a record is not enough, because what goes missing is an answer the user was able to give; that removal routes back to the definition rather than happening in a rebuild.
11. Every repetition is bounded at one, each on its own account, and the repeat is a full pass. The bound attaches to each thing that can repeat rather than to a shared pool, because they answer different questions at different moments and a single budget across them would let whichever fired first silently spend the others. The replacement's answer re-enters ground verification and lands on exactly one disposition, as the first answer did — the rebuilt gate presented on a checked genuine, a relay on a checked collapse. Every other landing ends the cycle with a surfaced diagnosis and both attempts. A substrate that moved is re-anchored once on the same terms, and movement after that lands on indeterminate (anchor). A third attempt at any of them would be confidence manufactured by repetition.
12. Provenance stays separable to the end. Original gate, advisor answer, precommit, verification result, synthesized gate — five distinct records. Merged into one account, nothing afterwards can show how the conclusion was reached, which is the only thing that distinguishes a checked gate from a confident one.
13. Context and question stay separate. All analysis, evidence, and verification output are text before the gate; the gate carries only the question and each option's differential implication. Where the verification disqualified the set, that implication is what the disqualification does to each option — the finding stays above, its consequence per option travels down.
14. Plain everyday language in everything you read. The verdict names, the axis reading, and the options are written to be recognized at a glance, not decoded.
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If you maintain this skill, you can claim it as your own. Once claimed, you can manage eval scenarios, bundle related skills, attach documentation or rules, and ensure cross-agent compatibility.