# Evidence Rules > One claim with ten sightings - a wrong predicate and a missing notification both produce a plausible, quiet, checkable-looking state, neither raises an error, and the only defence in both is a second reading through a different mechanism. In tooling that is the raw print through a different field; in coordination it is measuring the thing you wait on rather than waiting for news of it. Covers - ask what an artifact SITS ON and whether that moved, print the RAW STATE beside any predicate that decides whether to stop, a gate must name an input that turns it red, a destructive predicate needs its spare case proven by mutation, an absence needs the size of the space searched, a search-space cap manufactures false negatives while a result-set cap does not, check the exit code before reading the output, a true measurement stated as a durable property never expires and never stops being wrong, a count is only evidence when the thing counted is named, and a correction is itself a claim that names the set it ranges ov - Skill: `thelobbi/evidence-rules` (Agent Skill, multi-file: 2 files) - Install (CLI): `npx skillmds add thelobbi/evidence-rules` - Raw SKILL.md: https://api.skillmd.com/api/skills/thelobbi/evidence-rules/raw - Safety review: pending - Works with: Claude Code, Claude.ai, OpenAI Codex - Category: Coding & Dev Tools - Author: thelobbi (https://skillmd.com/u/thelobbi) - Updated: 2026-09-09 - Page: https://skillmd.com/skills/thelobbi/evidence-rules --- # Evidence rules ## One claim > **A wrong predicate and a missing notification both produce a plausible, > quiet, checkable-looking state. Neither raises an error. In both cases the > only defence is a second reading through a different mechanism.** Everything below is that claim in a different place. The rules are not ten lessons; they are ten sightings of one failure, which is why they carry to a codebase and a fleet that have nothing else in common with the one that found them. ### Two media | | The second reading is | |---|---| | **In tooling** | the raw print, read through a **different field** — a status against a conclusion, a file listing against an inventory count | | **In coordination** | **measuring the thing you wait on**, rather than waiting for news of it — query the blocker yourself instead of filtering for a message about it | That collapses two things most fleets treat as separate problems. Coordination failures are not a second category beside evidence failures. They are the same failure in a medium where the missing artifact is a message rather than a field. ### One asymmetry, which decides where to spend if you can only afford one **You cannot enumerate the absences of messages you never wrote.** - *"The merger tells the unblocked lane"* is **unauditable**. It leaves no trace, so nobody can verify it afterwards — **including the merger.** - *"Every waiting lane measures its own blocker"* is **self-verifying by construction**: the check either ran or it did not, and the next heartbeat says which. Teach the pair. **If only one survives, it is the waiter's.** **And that is no longer a design argument — it is settled, three to zero.** In one evening, three lanes sat waiting on work that was already done: ~2 hours, 68 minutes, and **566 minutes**. **None was detected by any monitor. Every one was found by someone measuring their own blocker.** In all three cases nothing was stale, nothing was malformed, and no instrument had anything to report — the merges were correct, the heartbeats were correct and current, and a schema validator would have passed every one of those files. **But the two halves cover different sets, and that is why neither is optional.** The waiter's half catches what you **know** you await. **A lane cannot measure a blocker it does not know it has.** The demonstration is one merge with two victims that look like unrelated problems. A PR merged, and it (a) left one lane waiting **68 minutes** on an already-merged PR, and (b) **silently invalidated a second, unrelated PR's green** by landing five files inside that PR's build-and-test closure — two of them the merged PR's own new guard files. Catalogued separately those are a notification gap and a staleness gap. **They are one event.** The second lane's owner had no reason to check anything: nothing it was waiting on had moved. Only the merger could have reached it. | Half | Covers | Property | |---|---|---| | **Waiter measures its own blocker** | blockers you **know** about | auditable; 3 of 3 no-trace instances caught, 0 by any monitor | | **Merger tells everyone the merge affects** | the case the waiter **structurally cannot see** — evidence invalidated by a merge it was never part of | leaves no trace when skipped, so it can never be verified after the fact | So **notify-on-merge is not a courtesy — it is the thing that protects the other PR's evidence.** Unauditable, and demonstrably not optional. The demonstration is two audits that looked identical and were not. One session enumerated **its own handoffs** — a set it owns completely — and returned a sound negative naming seven items. Another enumerated **its own reported merges** and could not make the same claim, because merges and unblocks are different sets, and **the set of waiters is precisely what no artifact records**. "One omission found, and I cannot bound the rest" is a different claim from a clean negative. That is rule 7 arriving at an **audit** instead of a count: the noun was right and the set was not the set the question was about. And the easy move was available and obvious — enumerate the merges, report all told, close the item — and **a clean result would have been unfalsifiable.** > A practice is only worth teaching where the confident version could never > have been checked. **Every rule below carries a "does not bite" clause**, and that is deliberate: > A rule applied everywhere is a rule nobody keeps. Knowing where it does not > bite is what makes it survivable. Worked examples for every rule: `references/worked-examples.md`. --- ## 0. What does this artifact SIT ON, and did that move? Ask it **separately** from "did the artifact change". This is the rule the other eight are special cases of, and it is the one that survives when the others are forgotten. Three members, none of them visible in a diff of what the artifact owns: - **The CI definition changed** under an unchanged branch. - **A dependency changed** under unchanged files. - **A second ref moved** under an unchanged branch. A content-only check answers the content question and silently declines the build question. A change that owns no build files can still be broken by a version pin that moved directly underneath it. **Does not bite:** when the artifact compiles against and pins nothing. Shell scripts, workflow YAML and documentation have no plausible build-question exposure, and re-checking them is ceremony. Ask what the artifact could *possibly* sit on before you go looking. ## 0a. Before writing a predicate over an API's data, check whether the API ALREADY ANSWERS THE QUESTION This sits above everything below it. Most aggregate questions — *has this settled, did it all pass, how many are outstanding* — are already computed by the service that owns the data. A homemade predicate over its raw rows is a reimplementation of something already answered, and it is a reimplementation written under time pressure by someone who has not read the type definitions. The evidence is in rule 0b: **four consecutive defects, hours of attention, a broadcast to seven sessions, and a fix that was itself defective — all in code nobody needed to write.** The one session never exposed was never exposed *because it had not written the code*: it quoted the service's own aggregate field and read the entries. It sat through the whole episode unaffected **without knowing it was safe.** **Does not bite:** when the answer you need genuinely is not exposed — a cross-field condition, a filter the API does not offer. Then you write the predicate, and rule 0b applies with full force. ## 0b. Where a predicate decides whether to STOP, print the RAW STATE beside the decision For the case where a homemade reading genuinely is needed. The two readings must come through **different mechanisms**, or they are one reading printed twice. > **"Different mechanisms" means different CHANNELS, not different tools.** > A lane distrusted a line-ending count, re-ran it in a second shell, and got > identical numbers — and both were wrong, because both shells shared one > conversion layer. **Two shells over one channel are one mechanism wearing > two names.** Practical form: to measure bytes, get them out of every > pipeline first — redirect to a file, then read the file. This rule exists because its own subject matter kept breaking. In a single evening, one predicate — "is this check still running?" — went through **four variants, and each fix became the next defect**: 1. the field is `null` while running; 2. no — it is an **empty string**, not null; 3. so a fallback operator was added, and it is **silently dead** on an empty string; 4. and the collection is **mixed-type**: one type carries that field, another type does not carry it *at all*, so the corrected test marked every item of the second type as permanently unsettled — on exactly the repositories where a third-party integration posts that second type. **All four produced a confident number and no error.** The conclusion is not that a better predicate was needed. Every one of the four was caught the same way: **two readings printed beside each other and disagreeing.** The third variant was found broken *by this very rule* — a reviewer printed the raw state next to the decision and they did not agree. > Here is the current best predicate, and **it is not what protects you.** Write it that way explicitly wherever you ship a predicate, because the observed failure mode is that people adopt the predicate and drop the print. A document that ships the predicate as the rule ships the defect with it, and the next reader inherits the failure it took four hours to find. **Assume a fifth variant exists and has not been found yet.** That assumption costs one printed line and is the only thing that survives the discovery. (One did: a file written with the wrong line ending, which a strict parser then could not match — failing *loud and closed*, the opposite direction from the other four.) ### When your instruments disagree, say so The hardest move on this list, and the one worth naming as a skill rather than a caution. A lane's two instruments contradicted each other **inside one command** — one showed a carriage return present, the other removed zero such bytes from the same blob. It **stopped and said its instruments disagreed** rather than picking a reading. The reading it declined to pick was the alarming one — the one that makes a finding, and would have been published. *"My instruments disagree and I do not yet know"* is a worse-sounding output and a better one. Generalised, past any one forge: any place your code asks "has this settled", "is this empty", "did this succeed" and then *stops looking* — print what the source actually said, next to what you concluded, obtained a different way. **Does not bite:** a predicate whose wrong answer is loud and immediate — a parse that throws, a build that fails. The rule is for predicates that decide to **stop waiting, stop searching, or stop checking**, because those fail into silence. ## 1. A gate must name an input that turns it RED If you cannot state the input that makes it fail, it is not a gate. It is a green light wired to nothing. Ask of every check, test, guard, scanner and assertion: **what would this prove if it passed?** A check whose red is unreachable passes forever while measuring nothing. Two forms it hides in: - **The unsatisfiable predicate.** A retention rule requiring "untouched for 14 days" on a resource regenerated hourly can never fire. An age window on a resource the system regenerates faster than the window is unsatisfiable by construction, **at any cadence**. Check the burn rate against the window before choosing an age filter at all — and prefer **state** over **elapsed time** for any reap, prune or retention predicate. - **The documented-but-ungated defect class.** A doc that records a defect class with no gate behind it is the documentation version of a gate that cannot go red. If the answer to "what makes this checkable" is "someone remembers to read this", it is not a control yet. **Does not bite:** a check whose whole purpose is to report state rather than to gate — a dashboard, an inventory, a summary line. Demanding a red from something that was never a gate turns a useful report into a broken gate. ## 2. A destructive predicate needs its SPARE case, proven by mutation Rule 1 covers predicates whose action is to *fail*. It does not cover predicates whose action is to *delete*. Those need the mirror: > For any predicate whose action is destructive, construct an input it must > **SPARE** and one it must **REAP**, and show it does both. A delete predicate that cannot be made to spare is exactly as broken as one that cannot be made to delete — and only the second half is usually tested, because "it deleted the thing" looks like success. **The loophole, and its fix.** A spare test that would *also* pass with the exemption removed proves nothing, and is worse than no test because it reads as coverage. A green suite where every input happens to be clean does not prove the skip logic works; it proves there was nothing to skip. > **Prove a spare case by MUTATION, not assertion.** Mutate the guard and > watch which cases fail. Each mutation should fail exactly the case that > claims to depend on it, and nothing else. Asserting that a spare case exercises its branch is a claim. Mutating the guard and watching that case fail is a measurement a reviewer can re-run. For a destructive rule specifically, the spare case must be one the rule **would reap** if its protection were removed. **Does not bite:** a predicate whose action is reversible and cheap to reverse — moving to an archive rather than deleting, or flagging rather than removing. Make the action reversible and you have bought your way out of the proof. ## 3. An absence is only evidence when it carries the SIZE OF THE SPACE SEARCHED "No matches" is a claim about a search. "No matches across 188 files" is a claim about a tree. Same rule, three sizes: - **Name the SET** for a sweep. - **Name the FILE COUNT** for a search. - **Name the SCOPE** for a measurement. Mechanics that make the negative sound: - Make a failed search **raise** rather than yield an empty set. - Include hidden and dotted directories in any recursive walk that claims to cover a tree — most tools skip them by default, and the interesting directories are often dotted. - **A silent stall and a clean negative are the same bytes without the count.** **The retroactive falsifier**, cheap and usable on results already in hand: an emitted line proves the instrument was alive for that item, whatever its value. The test is whether output *appeared* for that item, not whether the number was interesting. **A zero is a measurement, not an absence.** "0 findings across 5 files" and "no output for 5 files" look identical in a summary and are opposite claims. **And the finding is never the absence itself.** Name the artifact you read and quote what it said. **Does not bite:** a positive finding. If you found the thing, the size of the space is trivia. This rule is entirely about negatives, and loading it onto every claim is how it gets ignored on the claims that need it. ## 4. A SEARCH-SPACE cap manufactures false negatives; a RESULT-SET cap does not **The test: did the cap come BEFORE or AFTER the thing that decided the answer?** - `grep | head -40` searches everything and trims what it found. A **result-set** cap. An empty result is genuinely empty. - `list --limit 100`, then matching, never examines position 150. A **search-space** cap. The empty is manufactured. Every server-side `--limit`, and every `-First N` / `head -N` that **feeds a later filter**, is a search-space cap. **Why it is the worst of the truncation family:** a stall leaves a hang, a timeout leaves a kill code, **a cap leaves exit 0 and a plausible result.** It cannot be caught by inspecting the output, only the **invocation** — so the check belongs where the command is *written*, not where the result is read. A negative claim whose command is not quoted is unreviewable by construction. Size the set first, then search. **A filtered test run is a search-space cap by another name.** `--filter` decides which tests are allowed to fail before any of them run, so a green filtered run supports "the tests I selected pass", never "the change is safe". Every "tests pass" claim must say whether the run was filtered. **Does not bite:** display. Capping what you *show* a reader after the decision has been made costs nothing. The distinction is the whole rule — treating every cap as unsafe means fetching everything forever, and that is how the rule gets dropped. ## 5. Check the EXIT CODE before you read the output, not after A timed-out command that already emitted output presents as a completed one. "Treat an empty result as unknown" does not cover it — the result is not empty. Learn your platform's timeout kill code by sight (128+SIGTERM = **143** on POSIX). It is not an ordinary nonzero. Two confirmed cases in one day, and in **both** the harness stated the failure on its first line and the reader went past it to the output, because the emitted text was more legible and more expected than the code above it. **The fix is a reading order, not a better instrument.** Related traps in the same family: - A pipe to `tail`, `head`, or a first-N filter **replaces the command's exit code with the filter's**. Capture the exit code before any shaping. - **Never shape the output of a command whose output you intend to quote.** A `-Last`/`head` on a gate run discards the summary line, leaving exit 0 and a plausible tail. - Empty output is not a measurement when a **denial** is hidden. A silenced permission error and a genuine empty look identical. - **A dead instrument is UNKNOWN — neither a red nor a green.** A tool that fails to start has not measured anything. Revive it, then measure. ### Three ways an instrument fails you, in ascending order of difficulty | Class | What it does | The fix | |---|---|---| | **DEAD** | runs, and lies about what it measured — it never started, or its input was empty | replace or revive it, then measure | | **UNINSPECTABLE** | cannot be asked what it does — logic held only in a running process, with no artifact to read | write its state to a file | | **UNCONSULTED** | **exists, is correct, is authoritative — and nobody reads it** | *nothing to fix. You simply have to read it.* | **UNCONSULTED is the worst**, precisely because there is no defect to repair. The dead one you replace; the uninspectable one you make readable; the correct one has already done its job and is sitting there. Worked case: two sessions independently addressed a session that had been ruled hung hours earlier, in the same hour, **from memory**, while the registry file was correct the entire time. One was caught by accident — the file was opened for an unrelated question — and the other by the first session's confession. **No process caught either.** Two sessions independently is not carelessness; it is a missing step. The fix is a rule about the reader, not the file: **resolve every address from the file at send time, never from memory.** **Does not bite:** an interactive read you are about to act on anyway and will notice failing. The discipline is for results that get *quoted*, and for loops, where one dead item hides among many live ones. ## 6. A true measurement stated as a DURABLE PROPERTY never expires — and never stops being wrong A third failure category beside "gap" and "trap" cautions: - A **gap** caution is true when measured and expires when someone fixes the gap. - A **trap** caution never expires, because the mechanism holds. - This one is **neither: the measurement is right, the verb is wrong.** Re-verification returns the same true answer *and* the same false conclusion, which is exactly why such a sentence survives years of confident use. | Measured | Reported as | Actually proves | |---|---|---| | a merge would be a no-op **now** | "absorbed" | absorption at that moment only | | a structural gate returned READY | "ready to merge" | structure, not CI | | "11 of 11 gates passed" | "everything passes" | what that gate set **contains** | | "both settings present on the serving revision" | "configured" | one revision, one moment | The last is the rule in miniature: a future revision deployed without them reopens the identical defect silently. The fix is not a better measurement — it is a **gate**, falsified by removing one setting from a scratch instance. **How to apply:** put the scope inside the sentence, and inside the **tool's own output** where the reader meets it, not in a README nobody opens at the moment of the claim. Print `POINT-IN-TIME:` next to the verdict. **Does not bite:** a genuinely immutable fact — a released version's content, a merged commit's diff, a signature over a fixed payload. Stating those as durable properties is correct, and hedging them trains readers to ignore the hedge where it matters. ## 7. A count needs its NOUN and the SIZE OF THE SET it ranges over Two independent failure modes, caught by two different questions, so ask **both** of every number you pass to someone else. - **Missing noun.** "5 in progress" (runs) relayed without its unit, read as "five lanes", became a published concurrency cap. - **Narrower scope.** "0 in flight" had its noun and was still wrong: it was measured across 8 repositories while the sentence implied all 14. A third, which is the same rule pointed the other way: **a true count of a set nobody wanted.** "45 PRs across the eight repositories, all authors" was correct, and swept in unrelated work through a date range wider than the question. Correct noun, correct arithmetic, wrong set. Before quoting a number: **name what is counted, name the set counted over, and say whether you measured it or received it.** Evidence denominated in one unit does not transfer to another without a measurement taken in the same window — and if nobody captured the second count then, the transfer is unrecoverable, not merely unverified. Two riders: - **Two measures agreeing once is not two measures agreeing.** A coincidence in today's data is not evidence the distinction is academic. - **A definition change can move the EXIT, not just the threshold.** Two readings that agree on today's decision and disagree on whether the rule can ever end are not the same rule. **Does not bite:** a number nobody will act on and nobody will repeat. A count inside your own scratch reasoning does not need a provenance sentence. The rule attaches at the moment the number is **handed to someone else**. ## 8. A correction is a claim; it names the set it ranges over The most dangerous claim in a long-running system is a correction, because it arrives wearing the authority of the check that produced it. - **A partial correction is harder to catch than the stale claim it replaces.** It arrives *as* a correction, so the reader stops checking. If six items were listed and three were wrong, the correction says which three and why the other three still stand — it never quietly shrinks the count. **Diff and group; never confirm only the one change that prompted the alert.** - **When a correction contains a MEASUREMENT, recompute the measurement.** A conceded number is still a number. (This works for conceded numbers, not for conceded judgements.) - **The author of a mitigation is usually the party it exculpates.** Ask who the sentence lets off. A mitigation costs its author nothing and arrives sounding like fairness. State whose fault it softens — including your own — and recompute a received one before repeating it. - **A relay that sharpens is a relay that falsifies.** Relaying an unverified claim preserves its uncertainty; adding a location, number or name the source never supplied destroys that uncertainty while looking like comprehension. Carry provenance across every hop. > **A sharpening never drifts randomly. It drifts toward the more > impressive claim.** So a relayed detail that *flatters the work* is the > first place to check, not the last. This is a cheap, mechanical filter, and it beats general scepticism because it tells you where to look. Worked example, from this plugin's own founding anecdote: "applied a rule it had read" was relayed as "applied a rule **unprompted**" — one word, three repetitions, and it inverted the argument. *Unprompted* implies the rule is obvious, which implies writing it down is unnecessary. *Had read it* implies the rule transfers through writing, which is the claim the document exists to make. **The flattering version quietly argued against the work it was decorating.** - **A plausible explanation is worse than an open question**, because the question stays open until someone measures, and the explanation closes it wrongly. When two numbers disagree and you have a story that reconciles them, the story is a third claim — test it, or say the discrepancy is unexplained. Declining to guess is the correct behaviour, and it will feel unhelpful. - **Apply the standard in both directions.** A reviewer who only ever corrects downward on other people's claims is doing something else. The same falsifier discipline binds your own output. **Does not bite:** a typo, a slip that changes nothing for the reader. Fix it and move on. Ceremonial self-correction is noise that trains readers to skim the corrections that matter. --- ## Three shapes worth knowing **Evidence from BEFORE an event proves nothing about the state after it.** Neither a freshness rule nor a name-the-head rule catches this, because the observation is genuinely current and genuinely wrong for the question. Ask which side of the event the observation sits on. It is right for the wrong reason, so it survives review and never goes stale. **A wrong causal story can be attached to two correct numbers.** Recomputing both numbers confirms them and confirms nothing about the story. Reproduce the **comparison**: were both measured at the same time, over the same noun, at the same scope, by the same method? **A verdict bound to a head can be invalidated by the CHECK STATE moving even when the head does not.** Both clauses are load-bearing: the head moving invalidates a verdict, *and* an unmoved head does not preserve one. Re-read the state; do not infer it from the SHA. ## Writing a thin finding One observation is not a diagnosis. The same weak claim has two forms with opposite blast radius: - ❌ *diagnosis*: "the cache is leaking under concurrent runs" - ✅ *instruction*: "one run at 14:02 showed X; if you see X again, capture Y before restarting" Writing a one-observation finding as an instruction makes thin signal safe to circulate rather than forbidden. ## The coordination medium, concretely The same claim, where the missing artifact is a message rather than a field. A lane blocked on another lane's merge waited **two hours** after the merge landed, because the unblocking was a notification that nobody sent and nobody could later prove was missing. **The rule ships as a pair, and shipping half of it is what cost those two hours:** 1. **The merger tells the unblocked lane, as part of the merge** — not as a follow-up, the same "one action, never two" shape as push-and-open-PR. 2. **Every waiting lane measures its own blocker, each heartbeat** — queries the PR, the branch, the check, itself. Both are cheap. **Neither is sufficient.** And per the asymmetry above, the second is the one that survives: it leaves a trace, so it can be audited. **`waiting` and `standby` are different states, and only one has a counterparty.** - `waiting | | ` — reserved for something genuinely pending on someone else. It names who or what is being waited on, so a monitor can check whether that thing is still pending. - `standby | |` — genuinely idle. Collapsing them hides every instance of this class, because a lane that is blocked and a lane that is idle look identical in a census. That is what happened, and it is why the heartbeat format has six states rather than five. ## The checklist Before you send a PR body, verdict, status line, or any negative claim: - [ ] You asked what the artifact sits on, separately from whether it changed. - [ ] Every predicate that decides to stop prints the raw state beside its decision, read a different way. - [ ] Every gate names the input that turns it red. - [ ] Every destructive predicate has a spare case, proven by mutation. - [ ] Every absence carries the size of the space searched, command quoted. - [ ] No cap sits upstream of anything that decided a negative. - [ ] Exit codes were read before outputs; nothing was shaped before quoting. - [ ] Every measurement carries its moment and its scope, in the sentence. - [ ] Every number carries its noun, its set, and measured-or-received. - [ ] Every correction names the whole set it ranges over. - [ ] An audit's set is the set the question was about — not the adjacent one you happen to own. - [ ] Anything you are waiting on, you measured yourself this cycle.