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fix(uipath-planner): runnable gate command + complete cell contract for case SDDs - #3183

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@abhiram-vad abhiram-vad commented Sep 10, 2026

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Branch history note. The first four commits fixed the right defects in the wrong places — a tool-call
counter the agent has to self-audit, a new check inside audit_sdd.py, and edits to § Resumption.
ea266e753 reverts all of that and re-lands the same fixes as prose. Read ea266e753 alone, or the
net diff against main
— the intermediate commits are not the proposal. Happy to squash to one commit.

The defect

Seven case eval runs, five of them scoring 0.000 without producing a gradeable artifact. Tool execution
across all seven totals 0.3–3.1 seconds each, against walls of 178–7204s — the time went into
generation, not tools. What the runs have in common:

Run find/ls to locate audit_sdd.py Read its source Ran it Outcome
reject-route 1 25 0 ERROR 0.000
finalize-draft 1 1 0 ERROR 0.000
finalize-draft-loan 2 3 0 TIMEOUT 0.000
procurement-sla-interrupts 2 1 0 TIMEOUT 0.000
case-reasoning-regressions 1 1 0 ERROR 0.000
sla-sdd-response-map 1 0 3 FAILURE 0.250
case-reasoning-regressions (terra) 0 0 2 FAILURE 0.125

Every run that opened the validator's source scored 0.000. Both runs that only executed it produced a
graded artifact. Three doc defects put them there.

1. The gate command was not runnable as written

case-sdd-template.md said:

Gate: run  <py> "<skill folder>/scripts/case/audit_sdd.py" <sdd path> [--draft <draft path>]
`<py>` = the first of `python3`, `python`, `py` that runs

Two unresolved placeholders, and an explicit instruction to probe for the interpreter. Five of seven runs
opened by resolving both at once — ls scripts/case/ 2>&1; which python3 python py 2>&1,
find … -iname "audit_sdd.py" 2>/dev/null; python3 --version — and that locate call is what put the file
in hand. Meanwhile case-design-lane-guide.md:13 says "never hunt with find / global ls": the first
rung was mandated and forbidden at the same time.

2. The contract had a dangling end

The footer named nine check families and then deferred: "the rules themselves live at the cells above and
in case-design-layers-guide.md"
— a file draft finalization may not read. So a cell like
**HITL Implementation:**, which appears once in the whole skill, resolved to nowhere.
finalize-draft said so at turn 26:

"I need to check whether 'JSON Schema' is a legal value or whether I must normalize to Action App shape,
and where deploymentTitle comes from since draft never named an Action App."

Fifteen more Greps followed, and no Write.

3. The SLA both-statuses rule was written at the wrong level

case-design-layers-guide.md said "No stated response → both statuses notify-only" — phrased per SLA,
while the contract is per status. An SLA with a stated at-risk response read as exempt, so
sla-sdd-response-map authored the At-Risk row only, with an HTML comment justifying the omission, and
failed the graded contract:

"Triage SLA (4h): at 80% elapsed, notify-only email to UserGroup:TriageTeamno breach row
authored, since ops asked for nothing beyond the email
"

The change

Two files. Prose only — no script change, no lane-guide change.

assets/templates/case/case-sdd-template.md

  • The gate carries one literal command anchored on the skill base dir given at invocation. The interpreter
    ladder is demoted to a command-not-found fallback, and the text names the locate call as the first rung
    of the source-reading it forbids.
  • The footer states the cell rules above are COMPLETE for the render contract — no third location, and
    the script's source states nothing they do not. Design semantics stay explicitly with the layers guide.
  • A header block states the invariant that makes single-mention cells terminate: a cell named once is fully
    specified; still-unstated means take the default or , note provenance, move on.
  • Three cells closed: HITL Implementation (Action App: <title> is its only form), Execution autonomy
    (carry the draft's value, else autonomous), case Priority (optional, and disambiguated from a task's
    closed-set **Priority:**).
  • § SLA Response Map restated at status level.

references/case/case-design-layers-guide.md

  • § Defaults when the source is silent: every (scope, SLA) authors both statuses; a stated response for one
    never removes the other's row.
  • The picker-vs-decision repair lands beside the rule it belongs to ("user-selected-stage is picker
    exposure … never deterministic routing"
    ), diagnosis first: a person launches it keeps the lane and
    adds the missing wait-for-user half; a decision routes it re-keys the lane on the decision fact and
    spells out all four required edits. Source silent defaults to person-launched, because re-keying on an
    unstated fact invents a business rule.

Deliberately not done

  • scripts/case/audit_sdd.py is untouched. The consequence is stated rather than hidden: the shipped
    auditor stays blind to § SLA Response Map, so a stated at-risk response with an omitted breach row will
    still print AUDIT OK on a document the grader rejects. The rule is in the template where the agent
    reads it; nothing enforces it.
  • § Resumption is untouched. No tool-call counter, no read budget, no self-audited call index.
  • The 20 advisory command_not_executed criteria in the five task YAMLs stay. They are eval-side only —
    never read by the agent — and they are the measurement that says whether removing the placeholder removed
    the reason to go near the script.

Evidence

Gate Result
pytest tests/scripts 238 passed, 1 failed
pytest tests/tasks/uipath-planner 89 passed
python3 scripts/check-skill-status.py OK — 27 skills, manifest valid.
python3 scripts/check-skills-sh.py OK — 27 skills grouped across 4 section(s).

The single failure is test_stage_shared.py::test_stage_shared_anchors_to_checkout_and_stages_nested_checkers.
It reproduces identically on a clean main worktree — verified before claiming it unrelated, not asserted.

Coder eval in flight: run 34448866335
the five planner case tasks plus the two uipath-maestro-case design-delegation tasks, claude, j=4.
No result claimed until it lands. The tell is commands_by_tool and the index of the first Write: if
find/which still open the runs and the first Write still lands past call #20, the placeholder fix did
not do the work.

Review notes

  • No skill folder added, renamed, or removed — assets/skill-status.json and skills.sh.json need no edit.
  • No SKILL.md frontmatter change, so activation-gate.yml's recall-eval gate is not triggered.
  • No hook changes, so no .sh / .ps1 twin obligations.
  • CODEOWNERS already covers both touched paths (/skills/uipath-planner/assets/templates/case/ and
    /skills/uipath-planner/references/case/).

🤖 Generated with Claude Code

abhiram-vad and others added 5 commits September 8, 2026 21:22
…atus rule

Three case eval tasks scored 0.000 on 2026-09-08 without a byte of output.
skill-case-reject-route burned its whole 3600s turn wall on 56 tool calls
totalling 3.07s of execution — 20+ of them greps and seds into
scripts/case/audit_sdd.py — and its last message at 55 minutes was still
"let me check a couple more details on the template's exact Table of Contents
anchors". skill-case-phase-0-finalize-draft did the same in 21 calls. Neither
ever reached a Write.

The lane guide already forbade this. "NEVER read scripts/case/audit_sdd.py"
landed 2026-09-01 (#2929) as the mitigation for the identical hunting seen on
2026-08-31, and finalize_from_draft_loan.yaml already records the diagnosis:
"If a run still hits this wall, the cause is the doc/validator hunting seen in
that run, not the budget." The prohibition did not hold, because the guide
created the incentive it then banned: § Resumption step 4 named the shape
contract as "enforced by audit_sdd.py; it is not restated here", and the
template footer pointed at the layers guide, which finalization may not read.
The agent was told it would be hard-gated by rules deliberately written down
nowhere it was allowed to look, so it read the validator.

Replace the prohibition with a positive, countable instruction:

- Finalization is three reads — draft, template, § Resumption + § Terminal
  step — and then the seed Write, which is tool call #4 at the latest. The
  agent can count its own calls; it could not verify a whitelist.
- Anything those reads leave open is closed by RUNNING the auditor on the
  partial file and repairing findings (three rounds already allowed), never by
  reading more. Drops "it is not restated here" and the layers-guide fallback
  for the finalize path.

Second, skill-case-sla-sdd-response-map scored 0.250 for the opposite reason:
it finished in 615s, the user simulator approved it, and the shipped gate said
AUDIT OK on an SDD the graded contract rejects. The Triage SLA carried an
At-Risk row only, with an HTML comment justifying the omission. The rule was
prose in a template comment, phrased at SLA level ("Source states no response
-> both statuses notify-only"), so an SLA with a stated at-risk response read
as exempt. audit_sdd.py never parsed the § SLA Response Map at all.

- New sla_map_status_gaps(): every (Scope, SLA) authors both At-Risk and
  Breached; a status the source is silent on is notify-only with Target and
  Interrupting em-dash, never an omitted row. Scope and SLA cells normalize
  away a trailing (slug) qualifier so one pair cannot split into two.
- Template and layers guide restate the rule at status level, unconditionally.
- Verified: flags the failing artifact with exactly one finding (the graded
  defect), and fires on zero of the 18 SDD fixtures under tests/tasks. The two
  fixtures carrying a response map already author both statuses, including
  "Breached | notify-only | - | -" rows whose rationale is "No work on breach
  is described" — the convention this pins.

Third, grade the ordering so the next regression is loud. The four finalize
tasks now fail a command_not_executed criterion when audit_sdd.py's source is
read, grepped, or hunted for, instead of silently exhausting the turn wall and
reporting turn-timeout-too-short.

Not addressed here: the loan variant's 0.000 is infra, not skill — one
assistant message hung 3474s (58 minutes, 17 characters of output) before
Bedrock returned "Request timed out", and the retry inherited an already-spent
task budget, so no criterion was ever graded.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Run 34310755247 proved the two criteria added in 64b8b3e miss real escapes.
Artifact evidence, per task, counting every command whose parameters name
audit_sdd.py outside a legitimate `python3 .../audit_sdd.py` gate run:

- skill-case-reject-route ran `wc -l .../audit_sdd.py` and scored clean. `wc`
  is not a harmless line count, it is the first rung of the ladder: in both the
  loan and the sla runs the same `wc` is immediately followed by `sed` range
  reads of the whole file. Added to the Bash verb list — the dry run over that
  run's recorded commands takes reject-route from 2 caught to 3.
- skill-case-sla-sdd-response-map carried no bans at all, because the previous
  commit scoped them to the four finalize tasks. That task read the entire
  1013-line validator across four sed ranges (1-220, 220-560, 560-900,
  900-1013) plus two greps and a wc, and still scored SUCCESS 1.000 — the
  run's worst offender, ungraded. It gets the same four criteria; the dry run
  takes it from 0 caught to 8.
- The Grep and Glob tools bypassed both criteria entirely: tool_name is a
  per-criterion filter, and both tools are in allowed_tools. No run has yet
  reached the validator through them, so these two rows close the tool surface
  rather than a measured escape — but Grep is this lane's heaviest reader (10
  calls in the original finalize-draft failure, all aimed at the guides and
  template rather than at the validator).

Weight drops 1.0 -> 0.25 per row. Four criteria express one concern, so
together they now carry one ordinary criterion's weight. At 1.0 each they were
4.0 of 8.0 total weight on sdd_response_map — half a task's score for a
hygiene rule, which would have made the re-run's numbers unreadable. Gating is
untouched: pass_threshold stays 1.0, so a violation still turns the task red,
and the gating-vs-advisory decision stays open on real numbers.

Verified by replaying both pattern sets over the 34310755247 artifacts: every
previously-escaping archaeology command is now matched, and skill-case-picker-
pairing — the clean control, whose only audit_sdd.py touches are two legitimate
gate runs — stays at zero matches under the new patterns.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
skill-case-reject-route never reached its content check in two runs, so the
defect underneath the timeouts was never graded. It is a doc defect, and a
sharp one: § Resumption step 3 carried ONE repair for two opposite diagnoses.

The two finalize fixtures are a matched pair, and each states the
discriminator in its own authoritative Requirements:

  picker (VendorOnboarding): "Compliance Hold is launched by a person, not by
    an event ... from the stage picker. Nothing triggers it automatically."
    -> user-selected-stage is CORRECT; the missing half is the upstream
       wait-for-user exit.
  reject (GrantReview): "Rejection is automatic from that decision ... the
    decision itself does the routing. Nobody picks that lane by hand."
    -> user-selected-stage is THE DEFECT; the lane must be re-keyed on the
       decision fact.

Step 3 said only "retain the authored lane" — the picker repair — so an agent
following it verbatim authored `required-tasks-completed | — | exit-only | Yes`
and failed the reject grader. That is exactly what run 34310755247 recorded.

Step 3 now diagnoses before it repairs, with branch (a) unchanged so the picker
task keeps passing, and branch (b) spelling out the four edits a decision route
needs: re-key the lane entry (Interrupting Yes), add the origin's guarded
diverting exit, make the completion exit the complement, and drop a now-orphaned
wait-for-user exposure. Silence in the source defaults to (a), because re-keying
on an unstated fact invents a business rule.

The trap that makes this worth a test: the two gates disagreed. audit_sdd.py's
own finding says to "give the origin the matching Marks Stage Complete: No
diverting exit", but § Lifecycle gates allows `Marks Complete: No` ONLY with
`selected-tasks-completed` / `wait-for-connector`. So the obvious
`required-tasks-completed | No` row SATISFIES check_reject_route.py and
audit_sdd.py rejects it as a schema error — an agent following the prose lands
between them with no way out. Step 3(b) now names the legal WHEN and the
precedence reason (stage exit evaluates before stage completion).

Verified by applying step 3(b) literally to the staged draft:
  check_reject_route.py --scope lane -> OK
  check_reject_route.py --scope all  -> OK  (the advisory origin check, which
                                             has failed in every run so far)
  audit_sdd.py -> zero findings introduced vs the untouched draft, and two
                  removed, including the picker-route finding itself.

test_reject_route_repair_shape.py pins all of that, plus the trap: it asserts
the `required-tasks-completed | No` row passes the grader and is rejected by the
gate, so a future edit to either side fails in 0.6s instead of a 20-minute eval.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
…ns go advisory

Two changes, both driven by artifacts from run 34319308685.

1. The template now says its cell rules are complete where they stand.

That run's reject-route wrote at tool call #51 of 61 and exhausted max_turns
mid-repair, so the decision-route fix landed but the diverting exit never did.
The 50 pre-write calls were not aimed at the validator by intent — they were
the same cell questions asked over and over: `HITL Implementation` /
`Action App` / `JSON Schema` five times, `Priority` six times, plus `Case App`,
`Task-output passing`, `Case Identifier source`, `Execution autonomy`. The
agent could not tell whether a cell mentioned once was fully specified, so it
kept looking for a second source, and the validator's source is where that
search ends up.

A new header comment states the invariant directly: a cell named ONCE is fully
specified by that one mention, nothing outside the template adds or overrides a
value, and a value that still looks unstated IS unstated — take the section's
default or `—`, record provenance, move on. This is the answer source the
write-first counter in case-design-lane-guide.md was missing; a counter with
nowhere to resolve a question gets overridden the same way a prohibition with
no substitute did.

Three cells that genuinely could not be resolved are now closed:

- `HITL Implementation` appears exactly once in the whole skill and `JSON
  Schema` appears ZERO times, yet the run searched five times for a
  JSON-schema variant. The cell now says `Action App: <title>` is its only
  form and that the task's fields are the Input Schema table, not a value of
  this cell.
- `Execution autonomy` had a closed set but no default, and finalization never
  asks. It now carries the draft's value, defaulting to `autonomous` (the
  option sdd-generation-guide.md marks recommended).
- Case-level `Priority` had no default and no platform choiceset to find. It is
  now explicitly optional (`—` when the source names no scheme) and
  disambiguated from a task's `**Priority:**`, which is a closed set.

2. The archaeology bans become advisory (20 fields, pass_threshold 1.0 -> 0.0).

The measurement they were added for is done, and gating them costs more than it
buys: picker finished that run at 0.947 with every content criterion at 1.00 and
was still red. The behaviour is bounded and non-fatal, so weight 0.25 keeps both
the score dent and the reported hit count while a hygiene rule stops failing a
correct document. Same shape as the task's existing "Advisory:" origin
criterion, and reversible in one field per row.

Verified: 479 passed (the pre-existing test_stage_shared failure is unrelated
and fails on a clean tree), and the SLA row-closure sweep still fires on zero of
the 18 SDD fixtures under tests/tasks.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
…of the gate and § Resumption

The previous four commits fixed the right defects in the wrong places: a
tool-call counter the agent has to self-audit, a new check inside
`audit_sdd.py`, and edits to § Resumption. Same three defects, re-landed as
prose in the two files the agent must read anyway.

Reverted whole: `scripts/case/audit_sdd.py` (the `sla_map_status_gaps`
addition), `case-design-lane-guide.md` (the "seed Write is tool call #4"
budget and § Resumption steps 1/3/4), and the two tests that pinned them.

What the run artifacts showed, and what now answers it:

1. The gate command was not runnable as written. The footer said
   `run <py> "<skill folder>/scripts/case/audit_sdd.py"` and told the agent
   `<py>` is "the first of python3, python, py that runs" — so 5 of 7 failing
   runs opened with `ls scripts/case/; which python3 python py` or
   `find -iname audit_sdd.py`, and that locate call is what put the source in
   hand. The footer now carries one literal command anchored on the skill base
   dir given at invocation, with the interpreter ladder demoted to a
   command-not-found fallback, and names the locate call as the first rung of
   the source-reading it forbids.

2. The contract had a dangling end. The footer named nine check families and
   deferred the rules to "the cells above and in case-design-layers-guide.md" —
   a file draft finalization may not read — so single-mention cells resolved to
   nowhere. It now states the cells are COMPLETE for the render contract, with
   design semantics explicitly left to the layers guide.

3. Cells with no answer. Unchanged from 84f340a: the "cell rules are complete
   where they stand" header, plus `HITL Implementation` (Action App is its only
   form), `Execution autonomy` (carry the draft's value, else `autonomous`) and
   case `Priority` (optional).

The SLA both-statuses rule survives as prose at status level in the template
and in `case-design-layers-guide.md` § Defaults when the source is silent,
without the enforcement claim — with the gate change reverted, the shipped
auditor stays blind to the § SLA Response Map and a stated at-risk response
with an omitted breach row will still print AUDIT OK.

The picker-vs-decision repair moves out of § Resumption into
`case-design-layers-guide.md`, beside the rule it belongs to
("`user-selected-stage` is picker exposure … never deterministic routing"),
diagnosis first and both branches spelled out.

The 20 advisory `command_not_executed` criteria stay: they are eval-side only,
never read by the agent, and they are the measurement that says whether the
placeholder fix removed the reason to go near the script.

Verified: 238 passed / 1 failed in tests/scripts and 89 passed in
tests/tasks/uipath-planner. The single failure — test_stage_shared.py::
test_stage_shared_anchors_to_checkout_and_stages_nested_checkers — reproduces
on a clean `main` worktree and is unrelated. check-skill-status.py and
check-skills-sh.py both OK.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
@abhiram-vad abhiram-vad changed the title fix(uipath-planner): unblock case finalization (write-first, SLA row closure, split picker repair) fix(uipath-planner): runnable gate command + complete cell contract for case SDDs Sep 10, 2026
`py` that runs (Windows usually has no `python3` alias); only if all three are absent verify manually. RUN it, never open the script source —
Gate: run this on the on-disk file BEFORE the Status: ready flip — in every mode:

python3 "<skill base dir>/scripts/case/audit_sdd.py" <sdd path> [--draft <draft path>]

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I though this should no longer be a python script

Comment on lines +147 to +157
**Diagnose before repairing a `user-selected-stage` lane — the source says which defect you have, and the two repairs are opposites.**

- **A person launches it** — the source says the lane is pulled aside by hand, chosen from the stage picker, that nothing triggers it automatically. The lane is CORRECT and its other half is missing: give every eligible upstream primary stage a completing `required-tasks-completed` / `wait-for-user` / `Marks Stage Complete: Yes` exit ("any active case" means every primary stage). This REPLACES that stage's existing `required-tasks-completed | exit-only | Yes` row — never a second completion row, never a `Marks Stage Complete: No` row. Add no event, SLA, or decision trigger.
- **A decision, event, or SLA routes it** — the source says entry is automatic from a decision, that the decision itself does the routing, that nobody picks the lane by hand. The picker rule IS the defect. All four edits, or the branch dual-fires or deadlocks:
1. **Lane entry** — REPLACE the `user-selected-stage` row (never keep it alongside) with `selected-stage-completed("<origin stage>")` (or `selected-stage-exited(...)`), `IF` the affirmative guard on the deciding variable — `=js:(vars.<decisionVar> === "<Value>")` — and `Interrupting: Yes`.
2. **Origin diverting exit** — ADD a row carrying that same affirmative guard with `Marks Stage Complete: No`, so taking the branch does not also complete the stage. Its WHEN is `selected-tasks-completed("<deciding task>")` or `wait-for-connector`: `Marks Complete: No` pairs with nothing else, and `required-tasks-completed | No` is a schema error (§ Lifecycle gates). Stage exit evaluates before stage completion, so an UNguarded diverting row would fire first and the stage would never complete.
3. **Origin completion exit** — its guard becomes the COMPLEMENT, `=js:(vars.<decisionVar> !== "<Value>")`. Unguarded, it fires on the diverted case too; repeating the affirmative guard on both rows fires both. With more than one diverted outcome the complement excludes every diverted value.
4. **Orphaned picker exposure** — once no `user-selected-stage` entry remains anywhere, DROP any upstream `wait-for-user` exit that existed only to expose this lane; the pairing above fails a `wait-for-user` with no picker entry.

A sibling outcome of the same decision already keyed this way is the shape to copy verbatim — the approve branch usually is. Source silent on who launches the lane ⟹ treat it as person-launched and keep what is authored: re-keying on an unstated fact invents a business rule.

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This section seems more like agent's thoughts rather then instructions. Please rephrase this in a shorter way. I would also like to raise my concerns again that the planner should not know about the case semantics in this depth, that's way the case skill exists. Please take this into consideration for future work.

abhiram-vad added a commit that referenced this pull request Sep 22, 2026
…in, and close the review comments

Additive on top of the existing #3057 commit — no history rewritten. Two
commits: a merge of origin/main (the branch was 210 commits behind and showing
conflicts), then this one.

What this adds to the original proposal:

- @AlvinStanescu's review: the 35-item walk now runs in ONE subagent when the
  Agent tool is present, so a read-only verdict stays out of the authoring
  context. Requested on this PR and previously approved without being
  implemented.
- @RaduAna-Maria's review on #3183: the user-selected-stage repair is restated
  as a diagnosis table — what the source says, the defect, the repair — instead
  of two paragraphs of narration.
- Design-only requests seed sdd.md before settling the body. The lane used to
  state the model "lives in memory — no checkpoint writes", which turned a
  design-only request into one unbounded generation pass that regularly ran out
  of turn before writing anything.
- Response is a closed enum: `—` is legal in Target and Interrupting only, and
  a scope with no SLA gets no row rather than a placeholder row.
- The Interrupting cell is read off the source's words — "interrupt", "take
  over", "before the case can close" — rather than judged after choosing the
  lane.
- The checklist moves to references/case/case-sdd-conformance-checklist.md and
  audit_sdd.py's two unit tests are deleted with it.

Every item above closed a specific graded failure in the coder-eval suite; the
numbers are in the follow-up test layer's commit message and in the PR body.

Layers 2 and 3 stack on this branch: the uipath-maestro-case receipt change,
then the eval-suite moves and grading.

Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
@abhiram-vad

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Superseded by #3057, which now carries this PR's substance plus the review comments from both threads here.

What moved across:

Verification on the superseding stack — three identical replicate runs of the seven planner case evals: mean 0.965 / 0.968 / 1.000, zero timeouts across 21 task-executions. The seven-run failure pattern that opened this PR (five runs at 0.000 with no gradeable artifact) is gone.

Closing rather than rebasing because the work now sits in a reviewed stack: #3057#3456#3457.

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