Retain inspection file owners before a target lease exists and gate replacement on cleanup. Reuse the streaming string inventory owner and the same installation adapter in native profiling.
Validate 80 related tests, real SSH value/source parity in both MCP adapters, injected descriptor/native cleanup retries, zlib SDK immutability and native profiling. Keep historical model costs pinned to their measured runtime.
Co-authored-by: gensokyo-dev <342580529+gensokyo-dev@users.noreply.github.com>
Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>
Record correct real-model answers through complete atomic and corrected traditional native toolsets. Preserve the under-equipped initial baseline separately, full task costs, provenance, resource evidence and profile/strategy limits.
The direct model answers with machine facts alone; server Code Mode uses the new value queries but performs extra analysis. No inherent Code Mode or broad complex-software superiority is established.
Co-authored-by: gensokyo-dev <342580529+gensokyo-dev@users.noreply.github.com>
Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>
Share exact coordinate selection across retained graph, projection and call-boundary values. Index inverse operand occurrences for values without requiring defining operations; preserve PHI slots, unknown spaces, partial scope and evidence.
Verify 250 OpenSSH SSA versions and 369 uses through both real MCP adapters. An equivalent retained-source task takes six core reads instead of 244; model costs and native speedups remain unproved. Pass 78 shared tests and actual catalog checks.
Co-authored-by: gensokyo-dev <342580529+gensokyo-dev@users.noreply.github.com>
Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>
Use one policy for executor defaults, MCP admission and help. Make timeout default/maximum explicit, omit Code Mode limits from direct help, and describe the independent switch facet.
Validate 73 shared tests, both actual MCP catalogs, rejection recovery, and real zlib Evidence access after bounded guest failures. Model results remain pinned to earlier discovery contracts.
Co-authored-by: gensokyo-dev <342580529+gensokyo-dev@users.noreply.github.com>
Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>
Share exact jump-table metadata and paged case relationships across CLI,
MCP and Code Mode. Keep labels, row identities, recovered edges and machine
defaults separate; reclaim independent facts under output capacity.
Verify all 182 SQLite table targets against ELF bytes through both MCP
adapters and retain cases/calls when a real 2 MiB native budget omits IR.
Freeze the next analyst question and oracle before real-model trials.
[AUTOMATED] Experimental native patch; no upstream integration or PR.
Co-authored-by: gensokyo-dev <342580529+gensokyo-dev@users.noreply.github.com>
Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>
Preserve complete graph facts with a bounded lossless native wire codec and
shared paged Evidence views. Verify both MCP adapters and retained legacy
records, then freeze a control/data-flow question and oracle for real agents.
[AUTOMATED] Exploratory native patch; no upstream integration or PR.
Co-authored-by: gensokyo-dev <342580529+gensokyo-dev@users.noreply.github.com>
Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>
[AUTOMATED] Add a gated diagnostic overlay and production-owner profiling runner. Preserve actual phase/resource results, disabled-output control and lossless full-graph encoding feasibility without claiming a public codec or model speedup.
Co-authored-by: gensokyo-dev <342580529+gensokyo-dev@users.noreply.github.com>
Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>
Keep operation and slice defaults compact; preserve exact input slots and phi edges, distinguish unretained seeds, and align advertised relation schemas with runtime validation. Pin a seeded wide-PHI model task after real public MCP verification.
Co-authored-by: gensokyo-dev <342580529+gensokyo-dev@users.noreply.github.com>
Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>
Share displayed method names with direct registration, support explicit multi-name selection and unmatched terms, and cache immutable schema conversions by schema identity. Export input-side schemas so defaulted fields stay optional; verify both actual MCP catalogs and named contracts before repeating the unchanged model task.
Co-authored-by: gensokyo-dev <342580529+gensokyo-dev@users.noreply.github.com>
Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>
Share native membership and operand ownership across full and projected facts. Preserve exact phi bindings and definition frontiers when the full graph is unavailable, keep CFG/use coverage explicit, and expose selected reads through the same CLI/SDK/MCP contracts. Verify real SQLite/zlib fidelity, encoded fallback, bounded metadata, and cache reuse; pin the next real-model question and oracle.
Co-authored-by: gensokyo-dev <342580529+gensokyo-dev@users.noreply.github.com>
Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>
Preserve a diagnostic-only patch and reproducible lossless encoding/projection probe. The real VM graph exceeds several public capacities; selected SSA neighborhoods are much smaller, with explicit frontiers. Record actual resource costs and keep public engine/API limits unchanged.
Co-authored-by: gensokyo-dev <342580529+gensokyo-dev@users.noreply.github.com>
Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>
Check the native cleanup Result before clearing the lease and preserve cleanup resources through the MCP error adapter. Reproduce the old false success, then verify real SDK close/replacement ownership and both MCP retry paths with explicit fault injection.
Co-authored-by: gensokyo-dev <342580529+gensokyo-dev@users.noreply.github.com>
Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>
Expose a compact call distribution in snapshot metadata through the shared validated owner. Preserve coverage, unknown targets, dead rows, immutable selected reads, and empty versus unavailable semantics. Retain the same boundary question and oracle for paired real-model comparison.
Co-authored-by: gensokyo-dev <342580529+gensokyo-dev@users.noreply.github.com>
Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>
Separate native call and boundary-value ownership from the bounded recovered graph. Validate facets independently and preserve shared identities, source evidence, and explicit partial coverage. Pin the SQLite boundary task and oracle before paired real-model trials.
Co-authored-by: gensokyo-dev <342580529+gensokyo-dev@users.noreply.github.com>
Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>
Record both completed model workflows, whole-task costs and source/identity checks. Compare every VM direct-call pair with independent disassembly, preserve indirect-call limits, verify unpatched stock through the shared CLI/API, and retain failed/partial research costs.
Co-authored-by: gensokyo-dev <342580529+gensokyo-dev@users.noreply.github.com>
Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>
Share one native parser for both directions, preserve occurrence identity and unknown function applicability, push kind filters to Kuna and reuse sources across fields/pages/scopes. Verify real SQLite machine references independently, including calls omitted from optimized IR and VM queries beyond graph capacity. Pin the aggregate model task before its paired runs.
Co-authored-by: gensokyo-dev <342580529+gensokyo-dev@users.noreply.github.com>
Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>
Record the pre-pinned explicit-return-path pair with source and identity validation. Both models complete the context-flow task; Code Mode has fewer MCP requests without a demonstrated overall efficiency advantage. Preserve large-function and shallow-reference coverage limits.
Co-authored-by: gensokyo-dev <342580529+gensokyo-dev@users.noreply.github.com>
Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>
Retain both initial real-model answers and whole-task costs. Both prove the core context connection but omit the oracle-required return-code distinctions; clarify that requirement before the next pair without changing the oracle or supplying addresses.
Co-authored-by: gensokyo-dev <342580529+gensokyo-dev@users.noreply.github.com>
Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>
Preserve the rejected cross-function launch caused by a non-embedded Cargo test build replacing the mutable CLI. Check explicit engine identity before profile creation and after the task; use an independent executable copy for measured runs.
Co-authored-by: gensokyo-dev <342580529+gensokyo-dev@users.noreply.github.com>
Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>
Keep recovered callee identities separate from fspec annotations and SSA argument values separate from passing storage. Add selected calls and function-input reads through the shared fact owner, with real SQLite MCP coverage and a pre-pinned cross-function model task.
Co-authored-by: gensokyo-dev <342580529+gensokyo-dev@users.noreply.github.com>
Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>
Reject oversized error delivery with explicit omission metadata, account for JSON escaping, and retain source observations and their lookup after failure. Reproduce and verify the real MCP path without claiming model-token savings from byte counts.
Co-authored-by: gensokyo-dev <342580529+gensokyo-dev@users.noreply.github.com>
Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>
Add shared SDK/CLI/MCP byte reads over the existing Kuna data protocol, preserve partial batches and exact u64 ranges, and retain complete source Evidence. Reuse named read lifecycles, bound aggregate hex expansion, and verify stock/native/direct MCP paths plus a shipped-file byte oracle before pinning a table-dispatch model task.
Co-authored-by: gensokyo-dev <342580529+gensokyo-dev@users.noreply.github.com>
Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>
Bound compact native JSON with the existing writer, keep a valid code facet when the graph cannot fit, and pass the supervised byte budget explicitly. Verify real SQLite Parser/Pragma captures, exact preserved C/mappings/graph facts and public MCP reads. Keep string inventory parsing/projection under its own owner.
Co-authored-by: gensokyo-dev <342580529+gensokyo-dev@users.noreply.github.com>
Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>
Freeze parsed inventories once at their owning boundary and share the rule with native IR and function views. Verify the real SDK mutation regression and retain corrected equal-depth SQLite model costs, including persistent-cache limitations.
Co-authored-by: gensokyo-dev <342580529+gensokyo-dev@users.noreply.github.com>
Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>
Keep validated code available when native graph extraction is unavailable, bind output to the actual input/entry, preserve cancellation observations, and share batch source/error semantics. Add filtered function/alias reads and slice field selection across adapters.
Verified 38 focused tests, targeted lint, real stock/native MCP workflows, large SQLite graph-capacity fallback, and real cold/warm MCP reuse. Retain actual model costs and unequal-depth/selection limitations instead of claiming general superiority.
BREAKING CHANGE: Experimental native snapshots may succeed with readable code and an unavailable recovered_ir facet. Inspect facets before graph reads; unavailable graph counts are null/unknown.
Co-authored-by: gensokyo-dev <342580529+gensokyo-dev@users.noreply.github.com>
Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>
A real model conflated an optimized CFG edge with the bytes at its instruction origin. Make provenance explicit and add bounded, batched instruction windows from the existing Kuna CLI, preserving exact bytes, per-window failures and Evidence. Record the task-cost comparison without treating the incomplete machine-path answer as an equal-quality win.
Verified 33 focused tests, targeted lint, real stock/patched MCP decoding with mixed success, and a real 4096-row capacity run under the resource observer.
BREAKING CHANGE: Experimental operation.address/addresses and block.start become origin_address/origin_addresses and origin_start. Printed CFG target_address becomes target_origin; historical source captures are unchanged.
Co-authored-by: gensokyo-dev <342580529+gensokyo-dev@users.noreply.github.com>
Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>
The real model uses recovered controllers and indexed phi/value relations, but the first native-IR trial still does not beat the traditional local-question workflow. Record actual whole-task usage and prepare value-origin and small-function counterexamples.
Co-authored-by: gensokyo-dev <342580529+gensokyo-dev@users.noreply.github.com>
Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>
[AUTOMATED] Preserve the opt-in pinned Kuna exporter as a reproducible source patch. Share typed graph/value reads and derived control dependence through the SDK, CLI and MCP adapters, retaining unknown runtime and memory semantics.
Validated 29 focused tests, lint, actual diagnostic/native MCP workflows and a real zlib CLI composition. C and line mappings match the prior stock capture. Full upstream corpus/workspace gates and revised real-model costs remain unverified.
Co-authored-by: gensokyo-dev <342580529+gensokyo-dev@users.noreply.github.com>
Co-authored-by: Kaoru0822 <208281322+kaoru0822-kitauji@users.noreply.github.com>
