Add RSA extraction bootstrap and working notes
This commit is contained in:
Bill Holcombe
111
HANDOFF-2026-04-12-rsa-extraction.md
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111
HANDOFF-2026-04-12-rsa-extraction.md
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# Handoff: RSA Extraction Bootstrap
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Date: 2026-04-12
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## Scope Completed
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This pass stayed inside the `whetstone_RSA` semantic/bootstrap lane for
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`whetstone_DSL` integration.
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Completed artifacts:
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- `semantic/rsa_gate_extraction_contracts_v0.json`
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- `tools/extract_gate_rows.py`
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- `docs/case_studies/whetstone_dsl_extraction_yield_snapshot.md`
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- `semantic/extracted_gate_rows_sample.ndjson`
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- `semantic/extracted_gate_rows_slice.ndjson`
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- updates to `sprints/SPRINT-003-whetstone-dsl-gate-semantic-bootstrap.md`
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Existing supporting docs from the same line of work that remain relevant:
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- `docs/case_studies/whetstone_dsl_gate_inventory.md`
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- `docs/case_studies/whetstone_dsl_semantic_mapping.md`
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- `docs/case_studies/whetstone_dsl_training_data_strategy.md`
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- `docs/case_studies/whetstone_dsl_run_artifact_audit.md`
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- `docs/case_studies/whetstone_dsl_gate_extraction_specs_v0.md`
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- `docs/case_studies/whetstone_dsl_execution_contract_shape_skeleton.md`
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- `semantic/rsa_semantic_bootstrap_v0.json`
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## Current State
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The integration is still semantic-first, but it now has a parser-facing
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artifact path instead of only prose docs.
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What is now true:
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- first-pass extraction contracts exist in machine-readable form
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- a parser can read `whetstone_DSL/logs/taskitem_runs/*` and emit normalized
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per-gate rows
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- a 50-run slice has already been extracted and reviewed
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Most important conclusion from the yield pass:
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- `prereq_op_selector` is the first extraction-ready supervised gate candidate
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Current caution:
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- `target_file_selection`
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- `acceptance_command_selection`
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- `required_tool_selection`
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are all explicitly present, but in the current slice they are strongly
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sibling-uniform and look too template-driven for naive broad mining.
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## Evidence
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Key outputs:
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- sample rows: `semantic/extracted_gate_rows_sample.ndjson`
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- broader slice: `semantic/extracted_gate_rows_slice.ndjson`
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- yield summary:
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`docs/case_studies/whetstone_dsl_extraction_yield_snapshot.md`
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Observed on the 50-run slice:
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- runs processed: `50`
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- tasks processed: `106`
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- rows emitted: `424`
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- rows with rejection flags: `330`
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Rejected execution-contract child rows were dominated by:
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- `sibling_uniform_target_files`
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- `sibling_uniform_acceptance_commands`
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- `sibling_uniform_required_tools`
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The rejected `prereq_op_selector` rows were informative:
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- some fallback runs polluted `prerequisiteOps` with tool ids such as
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`whetstone_generate_taskitems`, `whetstone_queue_ready`, and
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`whetstone_validate_taskitem`
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- the current rejection logic is correctly catching that schema drift
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Representative drift artifact:
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- `CLionProjects/whetstone_DSL/logs/taskitem_runs/01a_fallback_intake_spec_20260226_170014/02_generate_taskitems.json`
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## Next Step
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The next active task is narrow and concrete:
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Turn `prereq_op_selector` into the first accepted dataset slice, split into:
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- accepted rows
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- rejected rows
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- explicit schema-drift examples
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After that:
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1. decide whether to hard-filter or separately model the schema-drift variants
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2. only then broaden extraction to more runs
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3. keep `target_file_selection`, `acceptance_command_selection`, and
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`required_tool_selection` review-gated until a more variant-rich artifact
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family is found
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## Commit Scope
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This commit should include only the RSA extraction-bootstrap work above.
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There are unrelated untracked files in the repo, including business strategy and
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smartwatch docs plus presentation material. Those should stay out of this
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commit.
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135
docs/business_strategy_options.md
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docs/business_strategy_options.md
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# Business Strategy Options
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This document is a working note, not a final decision.
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The goal is to capture plausible strategic paths for `whetstone_RSA` while the
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broader Whetstone portfolio is still taking shape.
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---
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## Option 1: Private-First / Paid Pilot Strategy
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### Position
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Keep the implementation and methodology private while validating demand through
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selective partner conversations, demos, and paid pilot work.
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### Why Choose This
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- the implementation may be easy for well-resourced teams to replicate once the
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architecture is fully legible
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- the project may be more valuable as private know-how than as public code
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- early leverage may come from speed, proof, and integration support rather than
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broad adoption
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### What This Optimizes For
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- capturing direct value from early implementations
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- private pilot engagements
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- selective design partnerships
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- preserving implementation advantage while the category is still young
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### Risks
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- lower public visibility
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- slower ecosystem growth
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- less community pull
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- harder to establish category ownership in public
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---
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## Option 2: Open-Source Portfolio Strategy
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### Position
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Release `whetstone_RSA` as one open-source library in the broader Whetstone
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portfolio, using it to build reputation, attract collaborators, and establish
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Whetstone as a source of strong architectural ideas.
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### Why Choose This
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- `whetstone_RSA` is only one of several strong architectural patterns across the
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Whetstone project family
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- public exposure may be more valuable than trying to protect one library in
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isolation
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- open source can create trust, reach, and portfolio coherence
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- the real long-term asset may be the broader Whetstone ecosystem, not just the
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RSA implementation
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### What This Optimizes For
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- public recognition
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- category association
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- credibility with programmers and technical teams
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- inbound opportunities such as collaborations, consulting, contracts, and
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future product adoption
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- positioning Whetstone as an open-source software company with a distinctive
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systems-and-AI architecture philosophy
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### What This Does **Not** Assume
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- that RSA itself becomes the direct revenue engine
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- that the library alone needs to be defensible as a business moat
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- that open source guarantees monetization
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### Strategic Framing
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In this option:
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- `whetstone_RSA` is a flagship library
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- Whetstone is the larger brand
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- monetization may come from the broader ecosystem:
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- consulting
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- integrations
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- custom work
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- future products
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- related libraries and tools
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### Risks
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- larger companies may adopt or replicate the pattern quickly
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- public explanation may accelerate competitive copying
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- direct monetization from the library itself may be limited
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### Why It Still Might Be Worth It
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If the broader Whetstone portfolio contains many strong ideas, then publishing
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RSA may be less about protecting one asset and more about proving that Whetstone
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consistently produces valuable software concepts.
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In that case, the upside is not just adoption of RSA itself. The upside is:
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- reputation
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- trust
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- visibility
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- portfolio legitimacy
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- strategic surface area for future work
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---
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## Current Thinking
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This decision does not need to be made immediately.
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The practical stance for now can be:
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- keep developing RSA
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- keep refining how to present it
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- treat both private-first and open-source-portfolio as live options
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- make the release decision based on which broader Whetstone strategy becomes
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more compelling
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---
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## Key Strategic Question
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Is `whetstone_RSA` primarily:
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- a monetizable private capability that should be protected early
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or
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- a high-signal open-source library that helps establish Whetstone as a company
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and architectural voice?
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The answer to that question should drive the release model.
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117
docs/case_studies/whetstone_dsl_extraction_yield_snapshot.md
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# WhetstoneDSL Extraction Yield Snapshot
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## Slice
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Parser:
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- `tools/extract_gate_rows.py`
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Contracts:
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- `semantic/rsa_gate_extraction_contracts_v0.json`
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Input slice:
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- first 50 run directories under
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`CLionProjects/whetstone_DSL/logs/taskitem_runs`
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Output:
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- `semantic/extracted_gate_rows_slice.ndjson`
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## Summary
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Observed counts from the 50-run slice:
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- runs processed: `50`
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- tasks processed: `106`
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- rows emitted: `424`
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- rows with rejection flags: `330`
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Per-gate emitted rows:
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- `prereq_op_selector`: `106`
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- `target_file_selection`: `106`
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- `acceptance_command_selection`: `106`
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- `required_tool_selection`: `106`
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Per-gate rejected rows:
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- `prereq_op_selector`: `12`
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- `target_file_selection`: `106`
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- `acceptance_command_selection`: `106`
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- `required_tool_selection`: `106`
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## Dominant Rejection Flags
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- `sibling_uniform_target_files`: `106`
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- `sibling_uniform_acceptance_commands`: `106`
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- `sibling_uniform_required_tools`: `106`
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- `invalid_prerequisite_values:whetstone_generate_taskitems,whetstone_queue_ready,whetstone_validate_taskitem`: `12`
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## Interpretation
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### `prereq_op_selector`
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This is the strongest current extraction surface.
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It survives most of the slice cleanly, and the rejection cases are informative
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rather than noisy. The rejected rows come from schema-drift runs where
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`prerequisiteOps` was contaminated with tool ids such as:
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|
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- `whetstone_generate_taskitems`
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- `whetstone_queue_ready`
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- `whetstone_validate_taskitem`
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That means the parser is catching real label pollution rather than inventing
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false negatives.
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### `target_file_selection`
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Present explicitly, but not yet trustworthy as broad supervision in this slice.
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The dominant issue is sibling-uniform output: all tasks in a run often carry the
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same target-file list, which makes naive extraction look more like template
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reuse than local bounded choice.
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### `acceptance_command_selection`
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Present explicitly, but also highly template-like in this slice.
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The same sibling-uniform pattern appears across runs, which suggests these rows
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should remain review-gated until we either:
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- find more diverse artifact families
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- or factor the decision more tightly
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### `required_tool_selection`
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Same current status as acceptance commands.
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The field exists and is easy to parse, but the observed slice suggests strong
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template carryover rather than high-confidence local decision variance.
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## Immediate Conclusion
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The current first supervised RSA gate should be:
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- `prereq_op_selector`
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The following remain promising, but should stay review-gated or filtered more
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aggressively before broader extraction:
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- `target_file_selection`
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- `acceptance_command_selection`
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- `required_tool_selection`
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## Next Steps
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1. Tighten parser-side filtering for schema-drift prereq rows and optionally
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split accepted vs rejected outputs.
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2. Search for artifact families with higher local variance for:
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- `target_file_selection`
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- `acceptance_command_selection`
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- `required_tool_selection`
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3. Promote `prereq_op_selector` to the first extraction-ready gate dataset.
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238
docs/legache_smartwatch_concept.md
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238
docs/legache_smartwatch_concept.md
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# Legache Smartwatch Concept
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This note sketches a possible collaboration concept between `whetstone_RSA` and
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Legache.
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The goal is not "general AI on a watch."
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The goal is a **bounded local knowledge interface** that can interpret short
|
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voice or text requests, retrieve the right local information, and present fast,
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useful results with local latency.
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---
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## Core Idea
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If Legache already has:
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- compact local document indexing
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- strong metadata
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- efficient retrieval
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- structured organization of messy business information
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then `whetstone_RSA` could sit on top of that as the **semantic interpretation
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layer**.
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In that architecture:
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- Legache organizes and retrieves the right local knowledge
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- RSA interprets the user's request into a bounded contract
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- deterministic UI logic renders the response or action
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---
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## What The Watch App Would Actually Be
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Not:
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||||
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- a chatbot
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- arbitrary long-form question answering
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||||
- open-ended reasoning over a large corpus
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||||
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||||
Instead:
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||||
|
||||
- a fast local query bar
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||||
- a bounded voice-command interface
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- a local knowledge lookup tool
|
||||
- a semantic front-end for deterministic retrieval and display
|
||||
|
||||
---
|
||||
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||||
## Example User Requests
|
||||
|
||||
- "What's our refund deadline?"
|
||||
- "Who approves travel over two thousand dollars?"
|
||||
- "Show the latest warehouse checklist."
|
||||
- "Open the PTO policy."
|
||||
- "Find the client note from yesterday."
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These all have a useful bounded structure even if the phrasing is messy.
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||||
|
||||
---
|
||||
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## Proposed Architecture
|
||||
|
||||
```text
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synced local corpus + metadata
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->
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||||
local retrieval / index lookup
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->
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||||
RSA intent + slot interpretation
|
||||
->
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||||
bounded answer contract
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||||
->
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||||
deterministic watch UI
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```
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||||
Alternative flow:
|
||||
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||||
```text
|
||||
voice input
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||||
->
|
||||
speech-to-text
|
||||
->
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||||
RSA gate
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||||
->
|
||||
retrieval + deterministic rendering
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||||
```
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||||
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||||
---
|
||||
|
||||
## What RSA Would Do
|
||||
|
||||
RSA would not try to "know everything in the documents."
|
||||
|
||||
RSA would help determine:
|
||||
|
||||
- what kind of request this is
|
||||
- what data source or document family to search
|
||||
- what entities or filters are being referenced
|
||||
- whether the request is best handled as:
|
||||
- exact lookup
|
||||
- filtered search
|
||||
- policy answer
|
||||
- latest note/document retrieval
|
||||
- escalation / low-confidence fallback
|
||||
|
||||
RSA could also fill a small structured contract such as:
|
||||
|
||||
- mode
|
||||
- entity type
|
||||
- search domain
|
||||
- filters
|
||||
- requested action
|
||||
- confidence
|
||||
|
||||
---
|
||||
|
||||
## Why A Watch Is Interesting
|
||||
|
||||
A smartwatch is a good fit if:
|
||||
|
||||
- latency matters
|
||||
- privacy matters
|
||||
- the requests are short
|
||||
- the answer space is bounded enough
|
||||
- hands-free voice interaction is useful
|
||||
|
||||
That makes this especially interesting for:
|
||||
|
||||
- field operations
|
||||
- executives
|
||||
- support staff
|
||||
- warehouse / logistics contexts
|
||||
- personal enterprise knowledge access
|
||||
|
||||
---
|
||||
|
||||
## What Makes This Plausible
|
||||
|
||||
This becomes much more plausible if Legache already solves:
|
||||
|
||||
- document sync
|
||||
- metadata extraction
|
||||
- retrieval quality
|
||||
- local indexing
|
||||
|
||||
In that case, the watch does **not** need to solve open-ended question answering.
|
||||
|
||||
It only needs to:
|
||||
|
||||
- interpret the request
|
||||
- retrieve the right local subset
|
||||
- render a bounded answer or action quickly
|
||||
|
||||
---
|
||||
|
||||
## Good MVP Scope
|
||||
|
||||
Start with one narrow workflow.
|
||||
|
||||
Examples:
|
||||
|
||||
- policy lookup
|
||||
- latest-note retrieval
|
||||
- checklist lookup
|
||||
- contact/account ownership lookup
|
||||
- recent event / report lookup
|
||||
|
||||
The MVP should:
|
||||
|
||||
- use local synced data
|
||||
- support short voice/text requests
|
||||
- map requests into a bounded contract
|
||||
- retrieve and display results locally
|
||||
|
||||
---
|
||||
|
||||
## Bad MVP Scope
|
||||
|
||||
Avoid:
|
||||
|
||||
- arbitrary multi-document reasoning
|
||||
- long-form answer generation
|
||||
- freeform research assistant behavior
|
||||
- "answer anything about the whole company"
|
||||
|
||||
Those stretch beyond the bounded local-watch value proposition.
|
||||
|
||||
---
|
||||
|
||||
## Why This Could Be A Good Collaboration
|
||||
|
||||
Legache appears to already own an important part of the stack:
|
||||
|
||||
- organizing messy information into compact usable local structure
|
||||
|
||||
RSA would complement that by supplying:
|
||||
|
||||
- semantic intent interpretation
|
||||
- bounded contract generation
|
||||
- confidence / abstain behavior
|
||||
- a small-model path for local interaction
|
||||
|
||||
That means the collaboration is not redundant.
|
||||
|
||||
It is potentially additive:
|
||||
|
||||
- Legache: local knowledge substrate
|
||||
- RSA: bounded semantic interface layer
|
||||
|
||||
---
|
||||
|
||||
## Suggested Positioning
|
||||
|
||||
If discussed with Legache, position this as:
|
||||
|
||||
**A smartwatch-scale local knowledge interface built on top of Legache's indexed
|
||||
corpus, with RSA acting as the semantic interpretation layer for bounded voice or
|
||||
text requests.**
|
||||
|
||||
This is stronger than saying:
|
||||
|
||||
"let me build a watch AI app."
|
||||
|
||||
It is more specific, more technical, and more defensible.
|
||||
|
||||
---
|
||||
|
||||
## MVP Pitch Shape
|
||||
|
||||
Suggested framing:
|
||||
|
||||
"If Legache already has efficient local indexing and retrieval, I think there may
|
||||
be a strong fit for a smartwatch or wearable interface that uses bounded semantic
|
||||
interpretation on top of that. The goal would not be open-ended AI on a watch. It
|
||||
would be fast local lookup and action for short enterprise knowledge requests,
|
||||
using RSA-style intent and slot interpretation to drive deterministic retrieval
|
||||
and display."
|
||||
305
docs/legache_smartwatch_mvp_proposal.md
Normal file
305
docs/legache_smartwatch_mvp_proposal.md
Normal file
@@ -0,0 +1,305 @@
|
||||
# Legache Smartwatch MVP Proposal
|
||||
|
||||
This document proposes a narrowly scoped MVP for exploring a collaboration
|
||||
between Legache and `whetstone_RSA`.
|
||||
|
||||
The goal is not to build general-purpose AI on a smartwatch.
|
||||
|
||||
The goal is to validate whether a **bounded local knowledge interface** can
|
||||
deliver useful enterprise value on wearable hardware with local latency and a
|
||||
tightly constrained semantic interpretation layer.
|
||||
|
||||
---
|
||||
|
||||
## 1. MVP Goal
|
||||
|
||||
Build a smartwatch-scale interface that allows a user to issue short voice or
|
||||
text requests against a locally synced Legache knowledge corpus and receive fast,
|
||||
bounded, useful results.
|
||||
|
||||
The MVP should demonstrate:
|
||||
|
||||
- local or near-local latency
|
||||
- useful interpretation of messy short requests
|
||||
- deterministic retrieval and display behavior
|
||||
- clear separation between semantic interpretation and execution
|
||||
|
||||
---
|
||||
|
||||
## 2. Product Hypothesis
|
||||
|
||||
If Legache already provides efficient local indexing, metadata, and retrieval for
|
||||
messy business information, then a small RSA-style semantic layer can turn short
|
||||
watch interactions into structured retrieval actions without needing a large
|
||||
generative model on-device.
|
||||
|
||||
In short:
|
||||
|
||||
Legache supplies the local knowledge substrate.
|
||||
RSA supplies the bounded semantic interface.
|
||||
|
||||
---
|
||||
|
||||
## 3. MVP User Experience
|
||||
|
||||
The user can:
|
||||
|
||||
- speak or type a short request
|
||||
- receive a fast answer card, result list, or target action
|
||||
- interact with local information without waiting on a cloud LLM round-trip
|
||||
|
||||
Example requests:
|
||||
|
||||
- "What's our refund deadline?"
|
||||
- "Open the PTO policy."
|
||||
- "Find the latest warehouse checklist."
|
||||
- "Who owns the Acme account?"
|
||||
- "Show yesterday's client note."
|
||||
|
||||
Example outputs:
|
||||
|
||||
- policy answer card
|
||||
- latest matching document card
|
||||
- filtered results list
|
||||
- ownership/contact card
|
||||
- open-on-phone or continue-on-device handoff
|
||||
|
||||
---
|
||||
|
||||
## 4. Narrow MVP Scope
|
||||
|
||||
Pick one domain first.
|
||||
|
||||
Recommended options:
|
||||
|
||||
- policy lookup
|
||||
- latest-note retrieval
|
||||
- checklist retrieval
|
||||
- account/contact ownership lookup
|
||||
|
||||
Recommended starting choice:
|
||||
|
||||
`policy lookup`
|
||||
|
||||
Why:
|
||||
|
||||
- bounded answer style
|
||||
- easy to evaluate
|
||||
- useful in enterprise settings
|
||||
- strong fit for short watch interactions
|
||||
|
||||
---
|
||||
|
||||
## 5. What RSA Would Own
|
||||
|
||||
For the MVP, RSA would handle:
|
||||
|
||||
- request type classification
|
||||
- entity / topic extraction
|
||||
- filter extraction when relevant
|
||||
- confidence / abstain behavior
|
||||
- generation of a bounded retrieval contract
|
||||
|
||||
Example contract:
|
||||
|
||||
```text
|
||||
mode: policy_lookup
|
||||
topic: refund_deadline
|
||||
document_family: finance_policy
|
||||
time_scope: current
|
||||
confidence: 0.94
|
||||
```
|
||||
|
||||
RSA would **not** own:
|
||||
|
||||
- full document indexing
|
||||
- full-text retrieval
|
||||
- synchronization
|
||||
- long-form answer generation
|
||||
- general reasoning over the entire corpus
|
||||
|
||||
---
|
||||
|
||||
## 6. What Legache Would Own
|
||||
|
||||
Legache would provide:
|
||||
|
||||
- synced local document corpus or local-accessible subset
|
||||
- metadata and document organization
|
||||
- retrieval/index/query interface
|
||||
- source-of-truth content
|
||||
- watch-side or companion-device data delivery path
|
||||
|
||||
Legache remains the knowledge substrate.
|
||||
|
||||
RSA sits on top as the semantic interpretation layer.
|
||||
|
||||
---
|
||||
|
||||
## 7. Proposed Architecture
|
||||
|
||||
```text
|
||||
voice/text request
|
||||
->
|
||||
speech-to-text if needed
|
||||
->
|
||||
RSA semantic gate
|
||||
->
|
||||
bounded retrieval contract
|
||||
->
|
||||
Legache retrieval/index layer
|
||||
->
|
||||
deterministic answer rendering
|
||||
->
|
||||
watch UI
|
||||
```
|
||||
|
||||
Possible deterministic UI outputs:
|
||||
|
||||
- answer card
|
||||
- snippet card
|
||||
- result list
|
||||
- "open on phone"
|
||||
- "low confidence, refine query"
|
||||
|
||||
---
|
||||
|
||||
## 8. Suggested Technical Shape
|
||||
|
||||
### Input
|
||||
|
||||
- short voice command or short text query
|
||||
|
||||
### Interpretation Layer
|
||||
|
||||
- tiny transformer or other compact bounded decision model
|
||||
- bounded output space
|
||||
- optional abstain/escalate behavior
|
||||
|
||||
### Retrieval Layer
|
||||
|
||||
- Legache local retrieval over synced documents and metadata
|
||||
|
||||
### Output Layer
|
||||
|
||||
- deterministic answer card or result list
|
||||
- no freeform generative answer requirement in MVP
|
||||
|
||||
---
|
||||
|
||||
## 9. Success Criteria
|
||||
|
||||
The MVP is successful if it shows:
|
||||
|
||||
- fast response time on target hardware or realistic companion-device setup
|
||||
- good interpretation accuracy on a small bounded domain
|
||||
- low-friction user experience for short enterprise knowledge requests
|
||||
- reliable handoff from semantic interpretation to deterministic retrieval
|
||||
|
||||
Suggested measurable targets:
|
||||
|
||||
- median latency acceptable for interactive watch use
|
||||
- high accuracy on bounded request classes
|
||||
- safe abstain behavior on out-of-scope requests
|
||||
- usable result presentation on small-screen UI
|
||||
|
||||
---
|
||||
|
||||
## 10. Evaluation Plan
|
||||
|
||||
Use a small curated query set for the chosen domain.
|
||||
|
||||
For example:
|
||||
|
||||
- 50 to 200 natural-language requests
|
||||
- multiple phrasings per intent
|
||||
- in-scope and out-of-scope examples
|
||||
- confidence and abstain evaluation
|
||||
|
||||
Evaluate:
|
||||
|
||||
- intent accuracy
|
||||
- slot extraction accuracy
|
||||
- retrieval success rate
|
||||
- end-to-end usefulness
|
||||
- latency
|
||||
|
||||
---
|
||||
|
||||
## 11. Risks
|
||||
|
||||
### Risk 1: Watch UI is too constrained
|
||||
|
||||
Mitigation:
|
||||
|
||||
- use answer cards and handoff flows
|
||||
- avoid trying to show too much text
|
||||
|
||||
### Risk 2: Voice input is noisier than expected
|
||||
|
||||
Mitigation:
|
||||
|
||||
- begin with text or constrained voice
|
||||
- keep request classes narrow
|
||||
|
||||
### Risk 3: Query interpretation is not the real bottleneck
|
||||
|
||||
Mitigation:
|
||||
|
||||
- start with a bounded domain where retrieval quality is already strong
|
||||
|
||||
### Risk 4: Open-ended expectations creep in
|
||||
|
||||
Mitigation:
|
||||
|
||||
- keep the MVP framed as bounded local knowledge lookup
|
||||
|
||||
---
|
||||
|
||||
## 12. Proposed MVP Deliverable
|
||||
|
||||
A prototype demonstrating:
|
||||
|
||||
- one bounded knowledge workflow
|
||||
- short voice/text input
|
||||
- RSA-based request interpretation
|
||||
- Legache-backed local retrieval
|
||||
- watch-scale answer rendering
|
||||
|
||||
This could be:
|
||||
|
||||
- a native watch prototype
|
||||
- a wearable mockup with companion device execution
|
||||
- or a phone-hosted prototype that simulates the target watch interaction model
|
||||
|
||||
---
|
||||
|
||||
## 13. Why This MVP Is Interesting
|
||||
|
||||
This MVP would test a meaningful product claim:
|
||||
|
||||
Can compact local retrieval plus bounded semantic interpretation create a useful
|
||||
enterprise knowledge interface on wearable hardware without depending on a large
|
||||
generative model?
|
||||
|
||||
If yes, that creates a strong story around:
|
||||
|
||||
- privacy
|
||||
- latency
|
||||
- local-first operation
|
||||
- bounded AI behavior
|
||||
- practical enterprise utility
|
||||
|
||||
---
|
||||
|
||||
## 14. Suggested Collaboration Framing
|
||||
|
||||
This should be positioned as a tightly scoped exploration, not a large product
|
||||
commitment.
|
||||
|
||||
Suggested framing:
|
||||
|
||||
"Let's test one narrow wearable knowledge workflow where Legache supplies the
|
||||
local retrieval substrate and RSA supplies the bounded semantic interpretation
|
||||
layer. If the prototype shows strong latency and usability, that gives us a
|
||||
clear basis for deciding whether a broader wearable interface is worth building."
|
||||
410
presentations/rsa_tiny_models_talk.md
Normal file
410
presentations/rsa_tiny_models_talk.md
Normal file
@@ -0,0 +1,410 @@
|
||||
# Tiny Models For Bounded NLP Decisions
|
||||
|
||||
`whetstone_RSA`
|
||||
Fast-slide draft for a 5-10 minute programmer talk
|
||||
|
||||
This version is intentionally structured as many short slides with minimal text.
|
||||
The goal is to support a visual talk with one idea per slide.
|
||||
|
||||
## Slide 1: Title
|
||||
|
||||
**Tiny Models For Bounded NLP Decisions**
|
||||
|
||||
`whetstone_RSA`
|
||||
|
||||
Turning messy user requests into deterministic tool calls
|
||||
|
||||
Visual idea:
|
||||
Large title, small diagram of `user request -> contract -> tool`
|
||||
|
||||
Speaker notes:
|
||||
This talk is about a middle layer between regex and LLMs.
|
||||
|
||||
## Slide 2: A Common Shape
|
||||
|
||||
Users type messy things.
|
||||
|
||||
Software needs clean actions.
|
||||
|
||||
Visual idea:
|
||||
Messy speech bubble on left, clean typed API object on right
|
||||
|
||||
Speaker notes:
|
||||
This shows up all over software.
|
||||
|
||||
## Slide 3: The Gap
|
||||
|
||||
We often have:
|
||||
|
||||
- fuzzy input
|
||||
- bounded output
|
||||
- deterministic execution
|
||||
|
||||
Visual idea:
|
||||
Three stacked boxes with arrows
|
||||
|
||||
Speaker notes:
|
||||
That middle combination is the important one.
|
||||
|
||||
## Slide 4: Today’s Typical Options
|
||||
|
||||
- regex
|
||||
- rules
|
||||
- LLM prompt
|
||||
|
||||
Visual idea:
|
||||
Three boxes, with regex looking brittle and LLM looking oversized
|
||||
|
||||
Speaker notes:
|
||||
Most teams bounce between brittle and oversized.
|
||||
|
||||
## Slide 5: Regex Is Cheap
|
||||
|
||||
Regex and rules are:
|
||||
|
||||
- fast
|
||||
- local
|
||||
- inspectable
|
||||
|
||||
Visual idea:
|
||||
Green checkmarks next to those three traits
|
||||
|
||||
Speaker notes:
|
||||
This is why people keep reaching for rules.
|
||||
|
||||
## Slide 6: Regex Is Also Annoying
|
||||
|
||||
Regex and rules are:
|
||||
|
||||
- brittle
|
||||
- tedious
|
||||
- bad at paraphrases
|
||||
|
||||
Visual idea:
|
||||
Same rule box cracking under many user phrasings
|
||||
|
||||
Speaker notes:
|
||||
The moment users say the same thing many ways, rules get ugly.
|
||||
|
||||
## Slide 7: LLMs Feel Great
|
||||
|
||||
LLMs are:
|
||||
|
||||
- flexible
|
||||
- natural-language friendly
|
||||
- good with paraphrases
|
||||
|
||||
Visual idea:
|
||||
Many different speech bubbles converging successfully
|
||||
|
||||
Speaker notes:
|
||||
This is why people like them.
|
||||
|
||||
## Slide 8: LLMs Are Often Overkill
|
||||
|
||||
For bounded tasks, LLMs can be:
|
||||
|
||||
- expensive
|
||||
- heavy
|
||||
- hard to control
|
||||
|
||||
Visual idea:
|
||||
Huge engine powering a tiny gear
|
||||
|
||||
Speaker notes:
|
||||
A lot of current usage is more model than the task actually needs.
|
||||
|
||||
## Slide 9: The Missing Middle
|
||||
|
||||
There should be a middle layer.
|
||||
|
||||
Visual idea:
|
||||
`regex -> RSA -> LLM`
|
||||
|
||||
Speaker notes:
|
||||
That middle layer is what RSA is for.
|
||||
|
||||
## Slide 10: What RSA Is
|
||||
|
||||
RSA is a contract layer for bounded semantic decisions.
|
||||
|
||||
Visual idea:
|
||||
Contract sheet icon between user and tool
|
||||
|
||||
Speaker notes:
|
||||
Not a chatbot. Not a search engine. A decision contract layer.
|
||||
|
||||
## Slide 11: What RSA Does
|
||||
|
||||
RSA takes:
|
||||
|
||||
- messy input
|
||||
- bounded schema
|
||||
- optional context
|
||||
|
||||
Visual idea:
|
||||
Three inputs feeding one box
|
||||
|
||||
Speaker notes:
|
||||
The schema is what keeps it narrow.
|
||||
|
||||
## Slide 12: What RSA Returns
|
||||
|
||||
RSA returns:
|
||||
|
||||
- action
|
||||
- slots
|
||||
- confidence
|
||||
- abstain or escalate
|
||||
|
||||
Visual idea:
|
||||
Typed JSON-like result
|
||||
|
||||
Speaker notes:
|
||||
The output is structured, not freeform prose.
|
||||
|
||||
## Slide 13: The Core Pattern
|
||||
|
||||
Natural language
|
||||
-> semantic interpretation
|
||||
-> bounded contract
|
||||
-> deterministic software
|
||||
|
||||
Visual idea:
|
||||
Simple four-step pipeline
|
||||
|
||||
Speaker notes:
|
||||
The model interprets. The software executes.
|
||||
|
||||
## Slide 14: Example Query
|
||||
|
||||
`show me the failed builds from yesterday`
|
||||
|
||||
Visual idea:
|
||||
One big centered query bubble
|
||||
|
||||
Speaker notes:
|
||||
This is the kind of input users naturally want to type.
|
||||
|
||||
## Slide 15: Example Contract
|
||||
|
||||
Becomes:
|
||||
|
||||
- action: `search_builds`
|
||||
- status: `failed`
|
||||
- date: `yesterday`
|
||||
- confidence: `0.93`
|
||||
|
||||
Visual idea:
|
||||
Search query transformed into structured object
|
||||
|
||||
Speaker notes:
|
||||
This is not generation. It is semantic interpretation into a contract.
|
||||
|
||||
## Slide 16: Example Execution
|
||||
|
||||
Then ordinary software:
|
||||
|
||||
- runs the query
|
||||
- renders the results
|
||||
- logs the action
|
||||
|
||||
Visual idea:
|
||||
Database, search, and UI boxes after the contract
|
||||
|
||||
Speaker notes:
|
||||
Once the contract exists, it is just normal software again.
|
||||
|
||||
## Slide 17: Why This Can Stay Tiny
|
||||
|
||||
The output is bounded.
|
||||
|
||||
Visual idea:
|
||||
Huge input cloud mapped into a small action menu
|
||||
|
||||
Speaker notes:
|
||||
The model does not need to generate arbitrary text.
|
||||
|
||||
## Slide 18: This Is Closer To Classical NLP
|
||||
|
||||
- intent classification
|
||||
- entity extraction
|
||||
- slot filling
|
||||
- query interpretation
|
||||
|
||||
Visual idea:
|
||||
Old-school NLP pipeline icons
|
||||
|
||||
Speaker notes:
|
||||
This is often closer to smart search than to modern chatbot behavior.
|
||||
|
||||
## Slide 19: Search Bar Example
|
||||
|
||||
Make a search/help bar feel intelligent.
|
||||
|
||||
Stay local.
|
||||
|
||||
Stay bounded.
|
||||
|
||||
Visual idea:
|
||||
Application search bar with local chip or small-device icon
|
||||
|
||||
Speaker notes:
|
||||
This is one of the clearest examples for programmers.
|
||||
|
||||
## Slide 20: Search Bar Inputs
|
||||
|
||||
Users type:
|
||||
|
||||
- `where do I change export settings`
|
||||
- `find the failed import from last week`
|
||||
- `how do I reset my API token`
|
||||
|
||||
Visual idea:
|
||||
Three stacked queries in a fake app UI
|
||||
|
||||
Speaker notes:
|
||||
These are messy, but the outputs are still bounded.
|
||||
|
||||
## Slide 21: Search Bar Outputs
|
||||
|
||||
RSA decides:
|
||||
|
||||
- mode
|
||||
- entity
|
||||
- filters
|
||||
- confidence
|
||||
|
||||
Visual idea:
|
||||
Four labeled output chips
|
||||
|
||||
Speaker notes:
|
||||
It interprets what subsystem should run and how.
|
||||
|
||||
## Slide 22: Search Bar Execution
|
||||
|
||||
Deterministic systems then:
|
||||
|
||||
- open settings
|
||||
- run filtered search
|
||||
- show help docs
|
||||
|
||||
Visual idea:
|
||||
Three deterministic destination panels
|
||||
|
||||
Speaker notes:
|
||||
RSA interprets the request and fills the structured call.
|
||||
|
||||
## Slide 23: Where Else This Fits
|
||||
|
||||
- command palettes
|
||||
- workflow routing
|
||||
- support triage
|
||||
- tool selection
|
||||
- template selection
|
||||
|
||||
Visual idea:
|
||||
Grid of small app examples
|
||||
|
||||
Speaker notes:
|
||||
Same shape, different domain.
|
||||
|
||||
## Slide 24: WhetstoneDSL / WHIMP
|
||||
|
||||
This fits:
|
||||
|
||||
- `whetstone_DSL`
|
||||
- `WHIMP`
|
||||
|
||||
Visual idea:
|
||||
Two case-study boxes with arrows into RSA
|
||||
|
||||
Speaker notes:
|
||||
Those systems have many bounded decisions that are painful to express as pure rules.
|
||||
|
||||
## Slide 25: A Lot Of “LLM Workflows” Are Really This
|
||||
|
||||
- classification
|
||||
- routing
|
||||
- extraction
|
||||
- slot filling
|
||||
|
||||
Visual idea:
|
||||
Big prompt window collapsing into four small tasks
|
||||
|
||||
Speaker notes:
|
||||
A lot of LLM spend is really being used as fuzzy routing over deterministic software.
|
||||
|
||||
## Slide 26: The Enterprise Angle
|
||||
|
||||
Many teams use giant prompts and context windows
|
||||
|
||||
for tasks that are actually bounded.
|
||||
|
||||
Visual idea:
|
||||
Huge prompt box compared to small contract box
|
||||
|
||||
Speaker notes:
|
||||
That is the efficiency argument.
|
||||
|
||||
## Slide 27: The Careful Claim
|
||||
|
||||
RSA does **not** replace all LLM reasoning.
|
||||
|
||||
RSA replaces bounded semantic decisions.
|
||||
|
||||
Visual idea:
|
||||
Two circles: `bounded decisions` inside scope, `open-ended reasoning` outside scope
|
||||
|
||||
Speaker notes:
|
||||
Keep the claim narrow and defensible.
|
||||
|
||||
## Slide 28: Large Context Caveat
|
||||
|
||||
RSA is best when the decision can use:
|
||||
|
||||
- compact context
|
||||
- retrieved context
|
||||
- distilled context
|
||||
|
||||
Visual idea:
|
||||
Large document pile reduced to a few selected cards
|
||||
|
||||
Speaker notes:
|
||||
For large-context tasks, pair RSA with retrieval or preprocessing.
|
||||
|
||||
## Slide 29: Another Example Near The Edge
|
||||
|
||||
Script generation can sometimes be:
|
||||
|
||||
- template selection
|
||||
- slot filling
|
||||
- deterministic rendering
|
||||
|
||||
Visual idea:
|
||||
Prompt -> template -> filled script
|
||||
|
||||
Speaker notes:
|
||||
Some “code generation” is really hidden template filling.
|
||||
|
||||
## Slide 30: The Main Idea
|
||||
|
||||
Use a tiny model only where deterministic software still needs help.
|
||||
|
||||
Visual idea:
|
||||
Small model block at the routing boundary only
|
||||
|
||||
Speaker notes:
|
||||
That is the whole philosophy.
|
||||
|
||||
## Slide 31: Closing
|
||||
|
||||
`whetstone_RSA` makes software semantically smarter
|
||||
|
||||
without turning everything into a chatbot.
|
||||
|
||||
Visual idea:
|
||||
Final pipeline graphic, clean and minimal
|
||||
|
||||
Speaker notes:
|
||||
That is the punchline I want people to leave with.
|
||||
24
semantic/extracted_gate_rows_sample.ndjson
Normal file
24
semantic/extracted_gate_rows_sample.ndjson
Normal file
@@ -0,0 +1,24 @@
|
||||
{"decision_context": {"ambiguity_count": 0, "ambiguity_signals": [], "confidence": 85, "conflict_signals": {"ambiguousRequirementCount": 0, "conflictCount": 0, "hasConflicts": false}, "dependency_task_ids": [], "milestone_id": "milestone-1", "normalized_requirements": [{"ambiguous": false, "anchor": "constraints", "kind": "constraint", "normalizedText": "follow architecture gate requirements from sprint plan", "requirementId": "constraint-1", "sourceLine": 4}, {"ambiguous": false, "anchor": "constraints", "kind": "constraint", "normalizedText": "keep changes deterministic and test backed", "requirementId": "constraint-2", "sourceLine": 5}, {"ambiguous": false, "anchor": "dependencies", "kind": "dependency", "normalizedText": "existing editor src modules and mcp toolchain", "requirementId": "dependency-1", "sourceLine": 8}, {"ambiguous": false, "anchor": "dependencies", "kind": "dependency", "normalizedText": "whetstone mcp stable binary and workspace config", "requirementId": "dependency-2", "sourceLine": 9}, {"ambiguous": false, "anchor": "dependencies", "kind": "dependency", "normalizedText": "datasets project benchmarks challenging fullstack multifile 2026 02 26 jsonl", "requirementId": "dependency-3", "sourceLine": 10}, {"ambiguous": false, "anchor": "acceptance-criteria", "kind": "acceptance", "normalizedText": "all sprint step tests pass", "requirementId": "acceptance-1", "sourceLine": 13}, {"ambiguous": false, "anchor": "acceptance-criteria", "kind": "acceptance", "normalizedText": "no regression in existing mcp tool behavior", "requirementId": "acceptance-2", "sourceLine": 14}, {"ambiguous": false, "anchor": "acceptance-criteria", "kind": "acceptance", "normalizedText": "generated task queue is ready or blockers are explicit", "requirementId": "acceptance-3", "sourceLine": 15}], "parsed_spec": {"acceptanceCriteria": [{"anchor": "acceptance-criteria", "line": 13, "sectionTitle": "Acceptance Criteria", "text": "All sprint step tests pass"}, {"anchor": "acceptance-criteria", "line": 14, "sectionTitle": "Acceptance Criteria", "text": "No regression in existing MCP tool behavior"}, {"anchor": "acceptance-criteria", "line": 15, "sectionTitle": "Acceptance Criteria", "text": "Generated task queue is ready or blockers are explicit"}], "constraints": [{"anchor": "constraints", "line": 4, "sectionTitle": "Constraints", "text": "Follow architecture gate requirements from sprint plan"}, {"anchor": "constraints", "line": 5, "sectionTitle": "Constraints", "text": "Keep changes deterministic and test-backed"}], "dependencies": [{"anchor": "dependencies", "line": 8, "sectionTitle": "Dependencies", "text": "Existing editor/src modules and MCP toolchain"}, {"anchor": "dependencies", "line": 9, "sectionTitle": "Dependencies", "text": "whetstone_mcp stable binary and workspace config"}, {"anchor": "dependencies", "line": 10, "sectionTitle": "Dependencies", "text": "datasets/project_benchmarks/challenging_fullstack_multifile_2026-02-26.jsonl"}], "goals": [], "sections": [{"anchor": "goals", "headingLine": 1, "title": "Goals"}, {"anchor": "constraints", "headingLine": 3, "title": "Constraints"}, {"anchor": "dependencies", "headingLine": 7, "title": "Dependencies"}, {"anchor": "acceptance-criteria", "headingLine": 12, "title": "Acceptance Criteria"}, {"anchor": "semantic-planning-packet-auto-extracted", "headingLine": 19, "title": "Semantic Planning Packet (Auto-Extracted)"}]}, "reasons": ["high_confidence_clear_path"], "task_id": "task-1", "title": "Intake Foundation Primary"}, "decision_label": {"needs_architect_review": true, "needs_resolve_dependencies": false, "needs_validate_intake": true, "source_values": ["validate-intake", "architect-review"]}, "decision_provenance": "direct_bundled", "gate_id": "prereq_op_selector", "rejection_flags": [], "run_id": "01a_fallback_intake_spec_20260226_162113", "source_artifacts": ["/home/bill/Documents/CLionProjects/whetstone_DSL/logs/taskitem_runs/01a_fallback_intake_spec_20260226_162113/01_intake.json", "/home/bill/Documents/CLionProjects/whetstone_DSL/logs/taskitem_runs/01a_fallback_intake_spec_20260226_162113/02_generate_taskitems.json", "/home/bill/Documents/whetstone_RSA/semantic/rsa_gate_extraction_contracts_v0.json"], "task_id": "task-1"}
|
||||
{"decision_context": {"ambiguity_count": 0, "ambiguity_signals": [], "confidence": 85, "conflict_signals": {"ambiguousRequirementCount": 0, "conflictCount": 0, "hasConflicts": false}, "dependency_task_ids": [], "milestone_id": "milestone-1", "normalized_requirements": [{"ambiguous": false, "anchor": "constraints", "kind": "constraint", "normalizedText": "follow architecture gate requirements from sprint plan", "requirementId": "constraint-1", "sourceLine": 4}, {"ambiguous": false, "anchor": "constraints", "kind": "constraint", "normalizedText": "keep changes deterministic and test backed", "requirementId": "constraint-2", "sourceLine": 5}, {"ambiguous": false, "anchor": "dependencies", "kind": "dependency", "normalizedText": "existing editor src modules and mcp toolchain", "requirementId": "dependency-1", "sourceLine": 8}, {"ambiguous": false, "anchor": "dependencies", "kind": "dependency", "normalizedText": "whetstone mcp stable binary and workspace config", "requirementId": "dependency-2", "sourceLine": 9}, {"ambiguous": false, "anchor": "dependencies", "kind": "dependency", "normalizedText": "datasets project benchmarks challenging fullstack multifile 2026 02 26 jsonl", "requirementId": "dependency-3", "sourceLine": 10}, {"ambiguous": false, "anchor": "acceptance-criteria", "kind": "acceptance", "normalizedText": "all sprint step tests pass", "requirementId": "acceptance-1", "sourceLine": 13}, {"ambiguous": false, "anchor": "acceptance-criteria", "kind": "acceptance", "normalizedText": "no regression in existing mcp tool behavior", "requirementId": "acceptance-2", "sourceLine": 14}, {"ambiguous": false, "anchor": "acceptance-criteria", "kind": "acceptance", "normalizedText": "generated task queue is ready or blockers are explicit", "requirementId": "acceptance-3", "sourceLine": 15}], "parsed_spec": {"acceptanceCriteria": [{"anchor": "acceptance-criteria", "line": 13, "sectionTitle": "Acceptance Criteria", "text": "All sprint step tests pass"}, {"anchor": "acceptance-criteria", "line": 14, "sectionTitle": "Acceptance Criteria", "text": "No regression in existing MCP tool behavior"}, {"anchor": "acceptance-criteria", "line": 15, "sectionTitle": "Acceptance Criteria", "text": "Generated task queue is ready or blockers are explicit"}], "constraints": [{"anchor": "constraints", "line": 4, "sectionTitle": "Constraints", "text": "Follow architecture gate requirements from sprint plan"}, {"anchor": "constraints", "line": 5, "sectionTitle": "Constraints", "text": "Keep changes deterministic and test-backed"}], "dependencies": [{"anchor": "dependencies", "line": 8, "sectionTitle": "Dependencies", "text": "Existing editor/src modules and MCP toolchain"}, {"anchor": "dependencies", "line": 9, "sectionTitle": "Dependencies", "text": "whetstone_mcp stable binary and workspace config"}, {"anchor": "dependencies", "line": 10, "sectionTitle": "Dependencies", "text": "datasets/project_benchmarks/challenging_fullstack_multifile_2026-02-26.jsonl"}], "goals": [], "sections": [{"anchor": "goals", "headingLine": 1, "title": "Goals"}, {"anchor": "constraints", "headingLine": 3, "title": "Constraints"}, {"anchor": "dependencies", "headingLine": 7, "title": "Dependencies"}, {"anchor": "acceptance-criteria", "headingLine": 12, "title": "Acceptance Criteria"}, {"anchor": "semantic-planning-packet-auto-extracted", "headingLine": 19, "title": "Semantic Planning Packet (Auto-Extracted)"}]}, "reasons": ["high_confidence_clear_path"], "task_id": "task-1", "title": "Intake Foundation Primary"}, "decision_label": {"target_files": ["editor/src/mcp/RegisterArchitectIntakeTools.h", "editor/src/mcp/RegisterValidationTools.h", "tools/mcp/run_sprint_taskitem_pipeline.sh"]}, "decision_provenance": "direct_bundled", "gate_id": "target_file_selection", "rejection_flags": ["sibling_uniform_target_files"], "run_id": "01a_fallback_intake_spec_20260226_162113", "source_artifacts": ["/home/bill/Documents/CLionProjects/whetstone_DSL/logs/taskitem_runs/01a_fallback_intake_spec_20260226_162113/01_intake.json", "/home/bill/Documents/CLionProjects/whetstone_DSL/logs/taskitem_runs/01a_fallback_intake_spec_20260226_162113/02_generate_taskitems.json", "/home/bill/Documents/whetstone_RSA/semantic/rsa_gate_extraction_contracts_v0.json"], "task_id": "task-1"}
|
||||
{"decision_context": {"ambiguity_count": 0, "ambiguity_signals": [], "confidence": 85, "conflict_signals": {"ambiguousRequirementCount": 0, "conflictCount": 0, "hasConflicts": false}, "dependency_task_ids": [], "milestone_id": "milestone-1", "normalized_requirements": [{"ambiguous": false, "anchor": "constraints", "kind": "constraint", "normalizedText": "follow architecture gate requirements from sprint plan", "requirementId": "constraint-1", "sourceLine": 4}, {"ambiguous": false, "anchor": "constraints", "kind": "constraint", "normalizedText": "keep changes deterministic and test backed", "requirementId": "constraint-2", "sourceLine": 5}, {"ambiguous": false, "anchor": "dependencies", "kind": "dependency", "normalizedText": "existing editor src modules and mcp toolchain", "requirementId": "dependency-1", "sourceLine": 8}, {"ambiguous": false, "anchor": "dependencies", "kind": "dependency", "normalizedText": "whetstone mcp stable binary and workspace config", "requirementId": "dependency-2", "sourceLine": 9}, {"ambiguous": false, "anchor": "dependencies", "kind": "dependency", "normalizedText": "datasets project benchmarks challenging fullstack multifile 2026 02 26 jsonl", "requirementId": "dependency-3", "sourceLine": 10}, {"ambiguous": false, "anchor": "acceptance-criteria", "kind": "acceptance", "normalizedText": "all sprint step tests pass", "requirementId": "acceptance-1", "sourceLine": 13}, {"ambiguous": false, "anchor": "acceptance-criteria", "kind": "acceptance", "normalizedText": "no regression in existing mcp tool behavior", "requirementId": "acceptance-2", "sourceLine": 14}, {"ambiguous": false, "anchor": "acceptance-criteria", "kind": "acceptance", "normalizedText": "generated task queue is ready or blockers are explicit", "requirementId": "acceptance-3", "sourceLine": 15}], "parsed_spec": {"acceptanceCriteria": [{"anchor": "acceptance-criteria", "line": 13, "sectionTitle": "Acceptance Criteria", "text": "All sprint step tests pass"}, {"anchor": "acceptance-criteria", "line": 14, "sectionTitle": "Acceptance Criteria", "text": "No regression in existing MCP tool behavior"}, {"anchor": "acceptance-criteria", "line": 15, "sectionTitle": "Acceptance Criteria", "text": "Generated task queue is ready or blockers are explicit"}], "constraints": [{"anchor": "constraints", "line": 4, "sectionTitle": "Constraints", "text": "Follow architecture gate requirements from sprint plan"}, {"anchor": "constraints", "line": 5, "sectionTitle": "Constraints", "text": "Keep changes deterministic and test-backed"}], "dependencies": [{"anchor": "dependencies", "line": 8, "sectionTitle": "Dependencies", "text": "Existing editor/src modules and MCP toolchain"}, {"anchor": "dependencies", "line": 9, "sectionTitle": "Dependencies", "text": "whetstone_mcp stable binary and workspace config"}, {"anchor": "dependencies", "line": 10, "sectionTitle": "Dependencies", "text": "datasets/project_benchmarks/challenging_fullstack_multifile_2026-02-26.jsonl"}], "goals": [], "sections": [{"anchor": "goals", "headingLine": 1, "title": "Goals"}, {"anchor": "constraints", "headingLine": 3, "title": "Constraints"}, {"anchor": "dependencies", "headingLine": 7, "title": "Dependencies"}, {"anchor": "acceptance-criteria", "headingLine": 12, "title": "Acceptance Criteria"}, {"anchor": "semantic-planning-packet-auto-extracted", "headingLine": 19, "title": "Semantic Planning Packet (Auto-Extracted)"}]}, "reasons": ["high_confidence_clear_path"], "target_files": ["editor/src/mcp/RegisterArchitectIntakeTools.h", "editor/src/mcp/RegisterValidationTools.h", "tools/mcp/run_sprint_taskitem_pipeline.sh"], "task_id": "task-1", "title": "Intake Foundation Primary"}, "decision_label": {"acceptance_commands": ["step615_test", "step616_test", "step682_test"]}, "decision_provenance": "direct_bundled", "gate_id": "acceptance_command_selection", "rejection_flags": ["sibling_uniform_acceptance_commands"], "run_id": "01a_fallback_intake_spec_20260226_162113", "source_artifacts": ["/home/bill/Documents/CLionProjects/whetstone_DSL/logs/taskitem_runs/01a_fallback_intake_spec_20260226_162113/01_intake.json", "/home/bill/Documents/CLionProjects/whetstone_DSL/logs/taskitem_runs/01a_fallback_intake_spec_20260226_162113/02_generate_taskitems.json", "/home/bill/Documents/whetstone_RSA/semantic/rsa_gate_extraction_contracts_v0.json"], "task_id": "task-1"}
|
||||
{"decision_context": {"ambiguity_count": 0, "ambiguity_signals": [], "confidence": 85, "conflict_signals": {"ambiguousRequirementCount": 0, "conflictCount": 0, "hasConflicts": false}, "dependency_task_ids": [], "milestone_id": "milestone-1", "normalized_requirements": [{"ambiguous": false, "anchor": "constraints", "kind": "constraint", "normalizedText": "follow architecture gate requirements from sprint plan", "requirementId": "constraint-1", "sourceLine": 4}, {"ambiguous": false, "anchor": "constraints", "kind": "constraint", "normalizedText": "keep changes deterministic and test backed", "requirementId": "constraint-2", "sourceLine": 5}, {"ambiguous": false, "anchor": "dependencies", "kind": "dependency", "normalizedText": "existing editor src modules and mcp toolchain", "requirementId": "dependency-1", "sourceLine": 8}, {"ambiguous": false, "anchor": "dependencies", "kind": "dependency", "normalizedText": "whetstone mcp stable binary and workspace config", "requirementId": "dependency-2", "sourceLine": 9}, {"ambiguous": false, "anchor": "dependencies", "kind": "dependency", "normalizedText": "datasets project benchmarks challenging fullstack multifile 2026 02 26 jsonl", "requirementId": "dependency-3", "sourceLine": 10}, {"ambiguous": false, "anchor": "acceptance-criteria", "kind": "acceptance", "normalizedText": "all sprint step tests pass", "requirementId": "acceptance-1", "sourceLine": 13}, {"ambiguous": false, "anchor": "acceptance-criteria", "kind": "acceptance", "normalizedText": "no regression in existing mcp tool behavior", "requirementId": "acceptance-2", "sourceLine": 14}, {"ambiguous": false, "anchor": "acceptance-criteria", "kind": "acceptance", "normalizedText": "generated task queue is ready or blockers are explicit", "requirementId": "acceptance-3", "sourceLine": 15}], "parsed_spec": {"acceptanceCriteria": [{"anchor": "acceptance-criteria", "line": 13, "sectionTitle": "Acceptance Criteria", "text": "All sprint step tests pass"}, {"anchor": "acceptance-criteria", "line": 14, "sectionTitle": "Acceptance Criteria", "text": "No regression in existing MCP tool behavior"}, {"anchor": "acceptance-criteria", "line": 15, "sectionTitle": "Acceptance Criteria", "text": "Generated task queue is ready or blockers are explicit"}], "constraints": [{"anchor": "constraints", "line": 4, "sectionTitle": "Constraints", "text": "Follow architecture gate requirements from sprint plan"}, {"anchor": "constraints", "line": 5, "sectionTitle": "Constraints", "text": "Keep changes deterministic and test-backed"}], "dependencies": [{"anchor": "dependencies", "line": 8, "sectionTitle": "Dependencies", "text": "Existing editor/src modules and MCP toolchain"}, {"anchor": "dependencies", "line": 9, "sectionTitle": "Dependencies", "text": "whetstone_mcp stable binary and workspace config"}, {"anchor": "dependencies", "line": 10, "sectionTitle": "Dependencies", "text": "datasets/project_benchmarks/challenging_fullstack_multifile_2026-02-26.jsonl"}], "goals": [], "sections": [{"anchor": "goals", "headingLine": 1, "title": "Goals"}, {"anchor": "constraints", "headingLine": 3, "title": "Constraints"}, {"anchor": "dependencies", "headingLine": 7, "title": "Dependencies"}, {"anchor": "acceptance-criteria", "headingLine": 12, "title": "Acceptance Criteria"}, {"anchor": "semantic-planning-packet-auto-extracted", "headingLine": 19, "title": "Semantic Planning Packet (Auto-Extracted)"}]}, "prerequisite_ops": ["validate-intake", "architect-review"], "reasons": ["high_confidence_clear_path"], "target_files": ["editor/src/mcp/RegisterArchitectIntakeTools.h", "editor/src/mcp/RegisterValidationTools.h", "tools/mcp/run_sprint_taskitem_pipeline.sh"], "task_id": "task-1", "title": "Intake Foundation Primary"}, "decision_label": {"required_tools": ["whetstone_generate_taskitems", "whetstone_queue_ready", "whetstone_validate_taskitem"]}, "decision_provenance": "direct_bundled", "gate_id": "required_tool_selection", "rejection_flags": ["sibling_uniform_required_tools"], "run_id": "01a_fallback_intake_spec_20260226_162113", "source_artifacts": ["/home/bill/Documents/CLionProjects/whetstone_DSL/logs/taskitem_runs/01a_fallback_intake_spec_20260226_162113/01_intake.json", "/home/bill/Documents/CLionProjects/whetstone_DSL/logs/taskitem_runs/01a_fallback_intake_spec_20260226_162113/02_generate_taskitems.json", "/home/bill/Documents/whetstone_RSA/semantic/rsa_gate_extraction_contracts_v0.json"], "task_id": "task-1"}
|
||||
{"decision_context": {"ambiguity_count": 0, "ambiguity_signals": [], "confidence": 81, "conflict_signals": {"ambiguousRequirementCount": 0, "conflictCount": 0, "hasConflicts": false}, "dependency_task_ids": ["task-1"], "milestone_id": "milestone-2", "normalized_requirements": [{"ambiguous": false, "anchor": "constraints", "kind": "constraint", "normalizedText": "follow architecture gate requirements from sprint plan", "requirementId": "constraint-1", "sourceLine": 4}, {"ambiguous": false, "anchor": "constraints", "kind": "constraint", "normalizedText": "keep changes deterministic and test backed", "requirementId": "constraint-2", "sourceLine": 5}, {"ambiguous": false, "anchor": "dependencies", "kind": "dependency", "normalizedText": "existing editor src modules and mcp toolchain", "requirementId": "dependency-1", "sourceLine": 8}, {"ambiguous": false, "anchor": "dependencies", "kind": "dependency", "normalizedText": "whetstone mcp stable binary and workspace config", "requirementId": "dependency-2", "sourceLine": 9}, {"ambiguous": false, "anchor": "dependencies", "kind": "dependency", "normalizedText": "datasets project benchmarks challenging fullstack multifile 2026 02 26 jsonl", "requirementId": "dependency-3", "sourceLine": 10}, {"ambiguous": false, "anchor": "acceptance-criteria", "kind": "acceptance", "normalizedText": "all sprint step tests pass", "requirementId": "acceptance-1", "sourceLine": 13}, {"ambiguous": false, "anchor": "acceptance-criteria", "kind": "acceptance", "normalizedText": "no regression in existing mcp tool behavior", "requirementId": "acceptance-2", "sourceLine": 14}, {"ambiguous": false, "anchor": "acceptance-criteria", "kind": "acceptance", "normalizedText": "generated task queue is ready or blockers are explicit", "requirementId": "acceptance-3", "sourceLine": 15}], "parsed_spec": {"acceptanceCriteria": [{"anchor": "acceptance-criteria", "line": 13, "sectionTitle": "Acceptance Criteria", "text": "All sprint step tests pass"}, {"anchor": "acceptance-criteria", "line": 14, "sectionTitle": "Acceptance Criteria", "text": "No regression in existing MCP tool behavior"}, {"anchor": "acceptance-criteria", "line": 15, "sectionTitle": "Acceptance Criteria", "text": "Generated task queue is ready or blockers are explicit"}], "constraints": [{"anchor": "constraints", "line": 4, "sectionTitle": "Constraints", "text": "Follow architecture gate requirements from sprint plan"}, {"anchor": "constraints", "line": 5, "sectionTitle": "Constraints", "text": "Keep changes deterministic and test-backed"}], "dependencies": [{"anchor": "dependencies", "line": 8, "sectionTitle": "Dependencies", "text": "Existing editor/src modules and MCP toolchain"}, {"anchor": "dependencies", "line": 9, "sectionTitle": "Dependencies", "text": "whetstone_mcp stable binary and workspace config"}, {"anchor": "dependencies", "line": 10, "sectionTitle": "Dependencies", "text": "datasets/project_benchmarks/challenging_fullstack_multifile_2026-02-26.jsonl"}], "goals": [], "sections": [{"anchor": "goals", "headingLine": 1, "title": "Goals"}, {"anchor": "constraints", "headingLine": 3, "title": "Constraints"}, {"anchor": "dependencies", "headingLine": 7, "title": "Dependencies"}, {"anchor": "acceptance-criteria", "headingLine": 12, "title": "Acceptance Criteria"}, {"anchor": "semantic-planning-packet-auto-extracted", "headingLine": 19, "title": "Semantic Planning Packet (Auto-Extracted)"}]}, "reasons": ["depends_on_prior_tasks"], "task_id": "task-2", "title": "Execution Readiness Primary"}, "decision_label": {"needs_architect_review": false, "needs_resolve_dependencies": true, "needs_validate_intake": true, "source_values": ["validate-intake", "resolve-dependencies"]}, "decision_provenance": "direct_bundled", "gate_id": "prereq_op_selector", "rejection_flags": [], "run_id": "01a_fallback_intake_spec_20260226_162113", "source_artifacts": ["/home/bill/Documents/CLionProjects/whetstone_DSL/logs/taskitem_runs/01a_fallback_intake_spec_20260226_162113/01_intake.json", "/home/bill/Documents/CLionProjects/whetstone_DSL/logs/taskitem_runs/01a_fallback_intake_spec_20260226_162113/02_generate_taskitems.json", "/home/bill/Documents/whetstone_RSA/semantic/rsa_gate_extraction_contracts_v0.json"], "task_id": "task-2"}
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|
||||
{"decision_context": {"ambiguity_count": 0, "ambiguity_signals": [], "confidence": 81, "conflict_signals": {"ambiguousRequirementCount": 0, "conflictCount": 0, "hasConflicts": false}, "dependency_task_ids": ["task-1"], "milestone_id": "milestone-2", "normalized_requirements": [{"ambiguous": false, "anchor": "constraints", "kind": "constraint", "normalizedText": "follow architecture gate requirements from sprint plan", "requirementId": "constraint-1", "sourceLine": 4}, {"ambiguous": false, "anchor": "constraints", "kind": "constraint", "normalizedText": "keep changes deterministic and test backed", "requirementId": "constraint-2", "sourceLine": 5}, {"ambiguous": false, "anchor": "dependencies", "kind": "dependency", "normalizedText": "existing editor src modules and mcp toolchain", "requirementId": "dependency-1", "sourceLine": 8}, {"ambiguous": false, "anchor": "dependencies", "kind": "dependency", "normalizedText": "whetstone mcp stable binary and workspace config", "requirementId": "dependency-2", "sourceLine": 9}, {"ambiguous": false, "anchor": "dependencies", "kind": "dependency", "normalizedText": "datasets project benchmarks challenging fullstack multifile 2026 02 26 jsonl", "requirementId": "dependency-3", "sourceLine": 10}, {"ambiguous": false, "anchor": "acceptance-criteria", "kind": "acceptance", "normalizedText": "all sprint step tests pass", "requirementId": "acceptance-1", "sourceLine": 13}, {"ambiguous": false, "anchor": "acceptance-criteria", "kind": "acceptance", "normalizedText": "no regression in existing mcp tool behavior", "requirementId": "acceptance-2", "sourceLine": 14}, {"ambiguous": false, "anchor": "acceptance-criteria", "kind": "acceptance", "normalizedText": "generated task queue is ready or blockers are explicit", "requirementId": "acceptance-3", "sourceLine": 15}], "parsed_spec": {"acceptanceCriteria": [{"anchor": "acceptance-criteria", "line": 13, "sectionTitle": "Acceptance Criteria", "text": "All sprint step tests pass"}, {"anchor": "acceptance-criteria", "line": 14, "sectionTitle": "Acceptance Criteria", "text": "No regression in existing MCP tool behavior"}, {"anchor": "acceptance-criteria", "line": 15, "sectionTitle": "Acceptance Criteria", "text": "Generated task queue is ready or blockers are explicit"}], "constraints": [{"anchor": "constraints", "line": 4, "sectionTitle": "Constraints", "text": "Follow architecture gate requirements from sprint plan"}, {"anchor": "constraints", "line": 5, "sectionTitle": "Constraints", "text": "Keep changes deterministic and test-backed"}], "dependencies": [{"anchor": "dependencies", "line": 8, "sectionTitle": "Dependencies", "text": "Existing editor/src modules and MCP toolchain"}, {"anchor": "dependencies", "line": 9, "sectionTitle": "Dependencies", "text": "whetstone_mcp stable binary and workspace config"}, {"anchor": "dependencies", "line": 10, "sectionTitle": "Dependencies", "text": "datasets/project_benchmarks/challenging_fullstack_multifile_2026-02-26.jsonl"}], "goals": [], "sections": [{"anchor": "goals", "headingLine": 1, "title": "Goals"}, {"anchor": "constraints", "headingLine": 3, "title": "Constraints"}, {"anchor": "dependencies", "headingLine": 7, "title": "Dependencies"}, {"anchor": "acceptance-criteria", "headingLine": 12, "title": "Acceptance Criteria"}, {"anchor": "semantic-planning-packet-auto-extracted", "headingLine": 19, "title": "Semantic Planning Packet (Auto-Extracted)"}]}, "prerequisite_ops": ["validate-intake", "resolve-dependencies"], "reasons": ["depends_on_prior_tasks"], "target_files": ["editor/src/mcp/RegisterArchitectIntakeTools.h", "editor/src/mcp/RegisterValidationTools.h", "tools/mcp/run_sprint_taskitem_pipeline.sh"], "task_id": "task-2", "title": "Execution Readiness Primary"}, "decision_label": {"required_tools": ["whetstone_generate_taskitems", "whetstone_queue_ready", "whetstone_validate_taskitem"]}, "decision_provenance": "direct_bundled", "gate_id": "required_tool_selection", "rejection_flags": ["sibling_uniform_required_tools"], "run_id": "01a_fallback_intake_spec_20260226_162423", "source_artifacts": ["/home/bill/Documents/CLionProjects/whetstone_DSL/logs/taskitem_runs/01a_fallback_intake_spec_20260226_162423/01_intake.json", "/home/bill/Documents/CLionProjects/whetstone_DSL/logs/taskitem_runs/01a_fallback_intake_spec_20260226_162423/02_generate_taskitems.json", "/home/bill/Documents/whetstone_RSA/semantic/rsa_gate_extraction_contracts_v0.json"], "task_id": "task-2"}
|
||||
424
semantic/extracted_gate_rows_slice.ndjson
Normal file
424
semantic/extracted_gate_rows_slice.ndjson
Normal file
File diff suppressed because one or more lines are too long
468
semantic/rsa_gate_extraction_contracts_v0.json
Normal file
468
semantic/rsa_gate_extraction_contracts_v0.json
Normal file
@@ -0,0 +1,468 @@
|
||||
{
|
||||
"$schema": "https://json-schema.org/draft/2020-12/schema",
|
||||
"$id": "whetstone-rsa/gate-extraction-contracts-v0",
|
||||
"title": "RSA Gate Extraction Contracts V0",
|
||||
"version": "0.1.0-bootstrap",
|
||||
"status": "bootstrap_source_of_truth",
|
||||
"notes": [
|
||||
"This file defines machine-readable extraction contracts for mining RSA-aligned gate rows from surviving whetstone_DSL artifacts.",
|
||||
"Contracts are gate-native rather than taskitem-native.",
|
||||
"This artifact records what context may be used, what labels are valid, how provenance should be tagged, and when a candidate row must be rejected."
|
||||
],
|
||||
"enums": {
|
||||
"provenance_class": [
|
||||
"direct_explicit",
|
||||
"direct_bundled",
|
||||
"reconstructed",
|
||||
"untrusted"
|
||||
],
|
||||
"label_shape": [
|
||||
"enum",
|
||||
"factorized_boolean_slots",
|
||||
"ordered_string_list"
|
||||
],
|
||||
"artifact_role": [
|
||||
"primary_context",
|
||||
"primary_label_source",
|
||||
"supporting_context",
|
||||
"audit_only"
|
||||
]
|
||||
},
|
||||
"entities": {
|
||||
"ExtractionContract": {
|
||||
"purpose": "Defines how one RSA gate should be extracted from historical artifacts.",
|
||||
"fields": [
|
||||
{
|
||||
"name": "gate_id",
|
||||
"type": "string",
|
||||
"required": true
|
||||
},
|
||||
{
|
||||
"name": "status",
|
||||
"type": "string",
|
||||
"required": true
|
||||
},
|
||||
{
|
||||
"name": "source_artifacts",
|
||||
"type": "array<object>",
|
||||
"required": true
|
||||
},
|
||||
{
|
||||
"name": "source_fields",
|
||||
"type": "object",
|
||||
"required": true
|
||||
},
|
||||
{
|
||||
"name": "allowed_context_fields",
|
||||
"type": "array<string>",
|
||||
"required": true
|
||||
},
|
||||
{
|
||||
"name": "forbidden_context_fields",
|
||||
"type": "array<string>",
|
||||
"required": true
|
||||
},
|
||||
{
|
||||
"name": "label_shape",
|
||||
"type": "enum:label_shape",
|
||||
"required": true
|
||||
},
|
||||
{
|
||||
"name": "label_schema",
|
||||
"type": "object",
|
||||
"required": true
|
||||
},
|
||||
{
|
||||
"name": "default_provenance",
|
||||
"type": "enum:provenance_class",
|
||||
"required": true
|
||||
},
|
||||
{
|
||||
"name": "rejection_rules",
|
||||
"type": "array<string>",
|
||||
"required": true
|
||||
},
|
||||
{
|
||||
"name": "blocking_issue",
|
||||
"type": "string",
|
||||
"required": false
|
||||
}
|
||||
]
|
||||
}
|
||||
},
|
||||
"global_rules": {
|
||||
"row_fields": [
|
||||
"gate_id",
|
||||
"decision_context",
|
||||
"decision_label",
|
||||
"decision_provenance",
|
||||
"source_artifacts",
|
||||
"rejection_flags"
|
||||
],
|
||||
"reject_when": [
|
||||
"candidate label depends on downstream execution results",
|
||||
"candidate label is inferred only from post-hoc failure or success",
|
||||
"candidate label shape does not match the RSA gate contract",
|
||||
"required pre-decision context is missing",
|
||||
"artifact mixes unrelated tasks without isolatable per-task context"
|
||||
]
|
||||
},
|
||||
"contracts": {
|
||||
"prereq_op_selector": {
|
||||
"status": "first_pass_extractable",
|
||||
"source_artifacts": [
|
||||
{
|
||||
"path_glob": "CLionProjects/whetstone_DSL/logs/taskitem_runs/*/01_intake.json",
|
||||
"role": "primary_context"
|
||||
},
|
||||
{
|
||||
"path_glob": "CLionProjects/whetstone_DSL/logs/taskitem_runs/*/02_generate_taskitems.json",
|
||||
"role": "primary_label_source"
|
||||
},
|
||||
{
|
||||
"path_glob": "CLionProjects/whetstone_DSL/logs/taskitem_runs/*/04_validate_taskitem.json",
|
||||
"role": "audit_only"
|
||||
}
|
||||
],
|
||||
"source_fields": {
|
||||
"context_fields": [
|
||||
"01_intake.json.normalizedRequirements",
|
||||
"01_intake.json.parsedSpec",
|
||||
"01_intake.json.conflictSignals",
|
||||
"01_intake.json.ambiguitySignals",
|
||||
"02_generate_taskitems.json.tasks[*].title",
|
||||
"02_generate_taskitems.json.tasks[*].milestoneId",
|
||||
"02_generate_taskitems.json.tasks[*].dependencyTaskIds",
|
||||
"02_generate_taskitems.json.tasks[*].confidence",
|
||||
"02_generate_taskitems.json.tasks[*].ambiguityCount",
|
||||
"02_generate_taskitems.json.tasks[*].reasons"
|
||||
],
|
||||
"label_fields": [
|
||||
"02_generate_taskitems.json.tasks[*].prerequisiteOps"
|
||||
]
|
||||
},
|
||||
"allowed_context_fields": [
|
||||
"task title",
|
||||
"local task intent",
|
||||
"dependency ids",
|
||||
"local ambiguity signals",
|
||||
"local conflict signals",
|
||||
"normalized requirements",
|
||||
"milestone grouping"
|
||||
],
|
||||
"forbidden_context_fields": [
|
||||
"acceptance commands",
|
||||
"target files",
|
||||
"required tools",
|
||||
"downstream execution results",
|
||||
"validation pass/fail outcome",
|
||||
"generated code"
|
||||
],
|
||||
"label_shape": "factorized_boolean_slots",
|
||||
"label_schema": {
|
||||
"slots": [
|
||||
{
|
||||
"name": "needs_validate_intake",
|
||||
"source_value": "validate-intake",
|
||||
"type": "boolean"
|
||||
},
|
||||
{
|
||||
"name": "needs_architect_review",
|
||||
"source_value": "architect-review",
|
||||
"type": "boolean"
|
||||
},
|
||||
{
|
||||
"name": "needs_resolve_dependencies",
|
||||
"source_value": "resolve-dependencies",
|
||||
"type": "boolean"
|
||||
}
|
||||
],
|
||||
"accepted_source_values": [
|
||||
"validate-intake",
|
||||
"architect-review",
|
||||
"resolve-dependencies"
|
||||
]
|
||||
},
|
||||
"default_provenance": "direct_bundled",
|
||||
"rejection_rules": [
|
||||
"prerequisiteOps contains values outside the accepted slot vocabulary",
|
||||
"task cannot be isolated from sibling tasks in the artifact",
|
||||
"confidence or dependency signals are missing and context becomes too thin",
|
||||
"list appears post-processed rather than source-emitted"
|
||||
]
|
||||
},
|
||||
"target_file_selection": {
|
||||
"status": "first_pass_extractable",
|
||||
"source_artifacts": [
|
||||
{
|
||||
"path_glob": "CLionProjects/whetstone_DSL/logs/taskitem_runs/*/01_intake.json",
|
||||
"role": "primary_context"
|
||||
},
|
||||
{
|
||||
"path_glob": "CLionProjects/whetstone_DSL/logs/taskitem_runs/*/02_generate_taskitems.json",
|
||||
"role": "primary_label_source"
|
||||
},
|
||||
{
|
||||
"path_glob": "CLionProjects/whetstone_DSL/datasets/example_run_specs/*",
|
||||
"role": "supporting_context"
|
||||
}
|
||||
],
|
||||
"source_fields": {
|
||||
"context_fields": [
|
||||
"01_intake.json.normalizedRequirements",
|
||||
"01_intake.json.parsedSpec",
|
||||
"02_generate_taskitems.json.tasks[*].title",
|
||||
"02_generate_taskitems.json.tasks[*].milestoneId",
|
||||
"02_generate_taskitems.json.tasks[*].dependencyTaskIds",
|
||||
"02_generate_taskitems.json.tasks[*].reasons"
|
||||
],
|
||||
"label_fields": [
|
||||
"02_generate_taskitems.json.tasks[*].executionContract.targetFiles"
|
||||
]
|
||||
},
|
||||
"allowed_context_fields": [
|
||||
"task title",
|
||||
"local task intent",
|
||||
"relevant normalized requirements",
|
||||
"milestone grouping",
|
||||
"dependency ids",
|
||||
"scenario family metadata"
|
||||
],
|
||||
"forbidden_context_fields": [
|
||||
"acceptance commands",
|
||||
"required tools",
|
||||
"execution specificity score",
|
||||
"validation diagnostics",
|
||||
"downstream worker assignment",
|
||||
"final implementation output"
|
||||
],
|
||||
"label_shape": "ordered_string_list",
|
||||
"label_schema": {
|
||||
"field": "target_files",
|
||||
"item_type": "repo_path",
|
||||
"ordered": true,
|
||||
"non_empty": true
|
||||
},
|
||||
"default_provenance": "direct_bundled",
|
||||
"rejection_rules": [
|
||||
"targetFiles list is empty",
|
||||
"targetFiles include unrelated repository surfaces not justified by task text",
|
||||
"targetFiles appear copied across all sibling tasks without local variation",
|
||||
"targetFiles depend on downstream implementation or validation feedback"
|
||||
]
|
||||
},
|
||||
"acceptance_command_selection": {
|
||||
"status": "first_pass_extractable_with_review",
|
||||
"source_artifacts": [
|
||||
{
|
||||
"path_glob": "CLionProjects/whetstone_DSL/logs/taskitem_runs/*/01_intake.json",
|
||||
"role": "primary_context"
|
||||
},
|
||||
{
|
||||
"path_glob": "CLionProjects/whetstone_DSL/logs/taskitem_runs/*/02_generate_taskitems.json",
|
||||
"role": "primary_label_source"
|
||||
},
|
||||
{
|
||||
"path_glob": "CLionProjects/whetstone_DSL/logs/taskitem_runs/*/04_validate_taskitem.json",
|
||||
"role": "audit_only"
|
||||
}
|
||||
],
|
||||
"source_fields": {
|
||||
"context_fields": [
|
||||
"01_intake.json.normalizedRequirements",
|
||||
"02_generate_taskitems.json.tasks[*].title",
|
||||
"02_generate_taskitems.json.tasks[*].milestoneId",
|
||||
"02_generate_taskitems.json.tasks[*].executionContract.targetFiles"
|
||||
],
|
||||
"label_fields": [
|
||||
"02_generate_taskitems.json.tasks[*].executionContract.acceptanceCommands"
|
||||
]
|
||||
},
|
||||
"allowed_context_fields": [
|
||||
"task title",
|
||||
"local task intent",
|
||||
"target files",
|
||||
"normalized requirements that imply verification surface"
|
||||
],
|
||||
"forbidden_context_fields": [
|
||||
"validation outcome",
|
||||
"execution success or failure",
|
||||
"downstream generated code",
|
||||
"execution specificity score used as a target proxy"
|
||||
],
|
||||
"label_shape": "ordered_string_list",
|
||||
"label_schema": {
|
||||
"field": "acceptance_commands",
|
||||
"item_type": "command_id",
|
||||
"ordered": true,
|
||||
"non_empty": true
|
||||
},
|
||||
"default_provenance": "direct_bundled",
|
||||
"rejection_rules": [
|
||||
"acceptanceCommands are obvious template defaults unrelated to task surface",
|
||||
"acceptanceCommands require information only known after code edits",
|
||||
"acceptanceCommands are inconsistent with target files or implied verification surface"
|
||||
]
|
||||
},
|
||||
"required_tool_selection": {
|
||||
"status": "first_pass_extractable_with_review",
|
||||
"source_artifacts": [
|
||||
{
|
||||
"path_glob": "CLionProjects/whetstone_DSL/logs/taskitem_runs/*/01_intake.json",
|
||||
"role": "primary_context"
|
||||
},
|
||||
{
|
||||
"path_glob": "CLionProjects/whetstone_DSL/logs/taskitem_runs/*/02_generate_taskitems.json",
|
||||
"role": "primary_label_source"
|
||||
},
|
||||
{
|
||||
"path_glob": "CLionProjects/whetstone_DSL/logs/taskitem_runs/*/04_validate_taskitem.json",
|
||||
"role": "audit_only"
|
||||
}
|
||||
],
|
||||
"source_fields": {
|
||||
"context_fields": [
|
||||
"01_intake.json.normalizedRequirements",
|
||||
"02_generate_taskitems.json.tasks[*].title",
|
||||
"02_generate_taskitems.json.tasks[*].prerequisiteOps",
|
||||
"02_generate_taskitems.json.tasks[*].executionContract.targetFiles"
|
||||
],
|
||||
"label_fields": [
|
||||
"02_generate_taskitems.json.tasks[*].executionContract.requiredTools"
|
||||
]
|
||||
},
|
||||
"allowed_context_fields": [
|
||||
"task title",
|
||||
"local task intent",
|
||||
"prerequisite ops",
|
||||
"target files",
|
||||
"normalized requirements"
|
||||
],
|
||||
"forbidden_context_fields": [
|
||||
"validation-recommended tools as label source",
|
||||
"downstream execution traces",
|
||||
"final worker selection"
|
||||
],
|
||||
"label_shape": "ordered_string_list",
|
||||
"label_schema": {
|
||||
"field": "required_tools",
|
||||
"item_type": "tool_id",
|
||||
"ordered": true,
|
||||
"non_empty": true
|
||||
},
|
||||
"default_provenance": "direct_bundled",
|
||||
"rejection_rules": [
|
||||
"requiredTools are clearly framework boilerplate with no task-local variation",
|
||||
"requiredTools include post-hoc validator recommendations instead of generation-time selections",
|
||||
"requiredTools cannot be mapped to a stable tool registry"
|
||||
]
|
||||
},
|
||||
"verification_type": {
|
||||
"status": "second_pass_reconstruction_target",
|
||||
"source_artifacts": [
|
||||
{
|
||||
"path_glob": "CLionProjects/whetstone_DSL/logs/taskitem_runs/*/02_generate_taskitems.json",
|
||||
"role": "supporting_context"
|
||||
}
|
||||
],
|
||||
"source_fields": {
|
||||
"context_fields": [
|
||||
"02_generate_taskitems.json.tasks[*].title",
|
||||
"02_generate_taskitems.json.tasks[*].executionContract.targetFiles",
|
||||
"02_generate_taskitems.json.tasks[*].executionContract.acceptanceCommands"
|
||||
],
|
||||
"label_fields": []
|
||||
},
|
||||
"allowed_context_fields": [
|
||||
"target files",
|
||||
"acceptance commands",
|
||||
"task title",
|
||||
"normalized requirements"
|
||||
],
|
||||
"forbidden_context_fields": [
|
||||
"downstream validation outcome",
|
||||
"downstream execution result"
|
||||
],
|
||||
"label_shape": "enum",
|
||||
"label_schema": {
|
||||
"accepted_values": [
|
||||
"unit",
|
||||
"schema",
|
||||
"docs",
|
||||
"smoke"
|
||||
]
|
||||
},
|
||||
"default_provenance": "reconstructed",
|
||||
"rejection_rules": [
|
||||
"verification type cannot be inferred without leaking downstream results"
|
||||
],
|
||||
"blocking_issue": "No audited artifact yet shows verification_type as a clean standalone field."
|
||||
},
|
||||
"worker_type": {
|
||||
"status": "second_pass_artifact_search_required",
|
||||
"source_artifacts": [
|
||||
{
|
||||
"path_glob": "CLionProjects/whetstone_DSL/logs/taskitem_runs/*",
|
||||
"role": "supporting_context"
|
||||
}
|
||||
],
|
||||
"source_fields": {
|
||||
"context_fields": [],
|
||||
"label_fields": []
|
||||
},
|
||||
"allowed_context_fields": [
|
||||
"routing-time task metadata only"
|
||||
],
|
||||
"forbidden_context_fields": [
|
||||
"final execution outputs",
|
||||
"post-hoc review outcome"
|
||||
],
|
||||
"label_shape": "enum",
|
||||
"label_schema": {
|
||||
"accepted_values": [
|
||||
"implementer",
|
||||
"reviewer",
|
||||
"architect",
|
||||
"qa"
|
||||
]
|
||||
},
|
||||
"default_provenance": "reconstructed",
|
||||
"rejection_rules": [
|
||||
"no clean serialized worker label is present in the artifact family"
|
||||
],
|
||||
"blocking_issue": "No clean serialized worker_type label found yet in audited taskitem-generation artifacts."
|
||||
},
|
||||
"cpp_raising_profile": {
|
||||
"status": "second_pass_artifact_search_required",
|
||||
"source_artifacts": [
|
||||
{
|
||||
"path_glob": "CLionProjects/whetstone_DSL/logs/taskitem_runs/*",
|
||||
"role": "supporting_context"
|
||||
}
|
||||
],
|
||||
"source_fields": {
|
||||
"context_fields": [],
|
||||
"label_fields": []
|
||||
},
|
||||
"allowed_context_fields": [
|
||||
"raising-time IR and tool invocation context"
|
||||
],
|
||||
"forbidden_context_fields": [
|
||||
"post-hoc build outcome used as the label source"
|
||||
],
|
||||
"label_shape": "enum",
|
||||
"label_schema": {
|
||||
"accepted_values": [
|
||||
"safe-first",
|
||||
"perf-first",
|
||||
"interop-first"
|
||||
]
|
||||
},
|
||||
"default_provenance": "untrusted",
|
||||
"rejection_rules": [
|
||||
"no clean serialized raising profile label is present in the artifact family"
|
||||
],
|
||||
"blocking_issue": "No clean serialized cpp_raising_profile label found yet in audited generic taskitem corpora."
|
||||
}
|
||||
}
|
||||
}
|
||||
@@ -246,6 +246,8 @@ Status:
|
||||
- extraction rules for `prereq_op_selector` and execution-contract child
|
||||
decisions captured in
|
||||
`docs/case_studies/whetstone_dsl_gate_extraction_specs_v0.md`
|
||||
- machine-readable extraction contracts captured in
|
||||
`semantic/rsa_gate_extraction_contracts_v0.json`
|
||||
|
||||
### Deliverable D: Artifact-grounded extraction path
|
||||
|
||||
@@ -258,10 +260,13 @@ Status:
|
||||
- audit captured in `docs/case_studies/whetstone_dsl_run_artifact_audit.md`
|
||||
- first extraction rules captured in
|
||||
`docs/case_studies/whetstone_dsl_gate_extraction_specs_v0.md`
|
||||
- parser-facing extraction contracts captured in
|
||||
`semantic/rsa_gate_extraction_contracts_v0.json`
|
||||
|
||||
## Active Next Task
|
||||
|
||||
Turn the first extraction specs into machine-readable extraction contracts for:
|
||||
Use `semantic/rsa_gate_extraction_contracts_v0.json` to draft the first
|
||||
artifact parser for:
|
||||
|
||||
- `prereq_op_selector`
|
||||
- `target_file_selection`
|
||||
@@ -270,6 +275,48 @@ Turn the first extraction specs into machine-readable extraction contracts for:
|
||||
|
||||
Status:
|
||||
|
||||
- complete
|
||||
- parser implemented in `tools/extract_gate_rows.py`
|
||||
- sample output generated in `semantic/extracted_gate_rows_sample.ndjson`
|
||||
|
||||
## Next Active Task
|
||||
|
||||
Run the parser over a broader taskitem-run slice and review extraction yield by:
|
||||
|
||||
- gate id
|
||||
- provenance class
|
||||
- rejection-flag frequency
|
||||
|
||||
Status:
|
||||
|
||||
- complete for first 50-run slice
|
||||
- output captured in `semantic/extracted_gate_rows_slice.ndjson`
|
||||
- yield review captured in
|
||||
`docs/case_studies/whetstone_dsl_extraction_yield_snapshot.md`
|
||||
|
||||
## Updated Working Conclusion
|
||||
|
||||
The first extraction-ready dataset candidate is:
|
||||
|
||||
- `prereq_op_selector`
|
||||
|
||||
The following remain explicit but review-gated due to strong sibling-uniform
|
||||
template behavior in the current slice:
|
||||
|
||||
- `target_file_selection`
|
||||
- `acceptance_command_selection`
|
||||
- `required_tool_selection`
|
||||
|
||||
## Next Active Task
|
||||
|
||||
Turn `prereq_op_selector` into the first accepted dataset slice, with:
|
||||
|
||||
- accepted rows
|
||||
- rejected rows
|
||||
- explicit schema-drift examples
|
||||
|
||||
Status:
|
||||
|
||||
- partially complete
|
||||
- `prereq_op_selector` is now represented as structured/factorized in
|
||||
`semantic/rsa_semantic_bootstrap_v0.json`
|
||||
|
||||
292
tools/extract_gate_rows.py
Normal file
292
tools/extract_gate_rows.py
Normal file
@@ -0,0 +1,292 @@
|
||||
#!/usr/bin/env python3
|
||||
|
||||
import argparse
|
||||
import json
|
||||
from pathlib import Path
|
||||
from typing import Any, Dict, Iterable, List, Tuple
|
||||
|
||||
|
||||
FIRST_PASS_GATES = {
|
||||
"prereq_op_selector",
|
||||
"target_file_selection",
|
||||
"acceptance_command_selection",
|
||||
"required_tool_selection",
|
||||
}
|
||||
REPO_ROOT = Path(__file__).resolve().parent.parent
|
||||
|
||||
|
||||
def load_json(path: Path) -> Dict[str, Any]:
|
||||
with path.open("r", encoding="utf-8") as fh:
|
||||
return json.load(fh)
|
||||
|
||||
|
||||
def iter_run_dirs(root: Path) -> Iterable[Path]:
|
||||
for child in sorted(root.iterdir()):
|
||||
if not child.is_dir():
|
||||
continue
|
||||
if (child / "01_intake.json").exists() and (child / "02_generate_taskitems.json").exists():
|
||||
yield child
|
||||
|
||||
|
||||
def nonempty_list(value: Any) -> List[Any]:
|
||||
if isinstance(value, list):
|
||||
return value
|
||||
return []
|
||||
|
||||
|
||||
def task_context(intake: Dict[str, Any], task: Dict[str, Any]) -> Dict[str, Any]:
|
||||
return {
|
||||
"normalized_requirements": intake.get("normalizedRequirements", []),
|
||||
"parsed_spec": intake.get("parsedSpec", {}),
|
||||
"conflict_signals": intake.get("conflictSignals", []),
|
||||
"ambiguity_signals": intake.get("ambiguitySignals", []),
|
||||
"task_id": task.get("taskId"),
|
||||
"title": task.get("title"),
|
||||
"milestone_id": task.get("milestoneId"),
|
||||
"dependency_task_ids": nonempty_list(task.get("dependencyTaskIds")),
|
||||
"confidence": task.get("confidence"),
|
||||
"ambiguity_count": task.get("ambiguityCount"),
|
||||
"reasons": nonempty_list(task.get("reasons")),
|
||||
}
|
||||
|
||||
|
||||
def build_sibling_maps(tasks: List[Dict[str, Any]]) -> Dict[str, Dict[str, int]]:
|
||||
target_counts: Dict[str, int] = {}
|
||||
acceptance_counts: Dict[str, int] = {}
|
||||
tool_counts: Dict[str, int] = {}
|
||||
for task in tasks:
|
||||
contract = task.get("executionContract", {})
|
||||
targets = tuple(nonempty_list(contract.get("targetFiles")))
|
||||
acceptance = tuple(nonempty_list(contract.get("acceptanceCommands")))
|
||||
tools = tuple(nonempty_list(contract.get("requiredTools")))
|
||||
if targets:
|
||||
target_counts[json.dumps(targets)] = target_counts.get(json.dumps(targets), 0) + 1
|
||||
if acceptance:
|
||||
acceptance_counts[json.dumps(acceptance)] = acceptance_counts.get(json.dumps(acceptance), 0) + 1
|
||||
if tools:
|
||||
tool_counts[json.dumps(tools)] = tool_counts.get(json.dumps(tools), 0) + 1
|
||||
return {
|
||||
"targets": target_counts,
|
||||
"acceptance": acceptance_counts,
|
||||
"tools": tool_counts,
|
||||
}
|
||||
|
||||
|
||||
def base_row(
|
||||
gate_id: str,
|
||||
run_dir: Path,
|
||||
task: Dict[str, Any],
|
||||
contract_path: Path,
|
||||
provenance: str,
|
||||
) -> Dict[str, Any]:
|
||||
return {
|
||||
"gate_id": gate_id,
|
||||
"run_id": run_dir.name,
|
||||
"task_id": task.get("taskId"),
|
||||
"decision_context": {},
|
||||
"decision_label": {},
|
||||
"decision_provenance": provenance,
|
||||
"source_artifacts": [
|
||||
str(run_dir / "01_intake.json"),
|
||||
str(run_dir / "02_generate_taskitems.json"),
|
||||
str(contract_path),
|
||||
],
|
||||
"rejection_flags": [],
|
||||
}
|
||||
|
||||
|
||||
def extract_prereq_row(
|
||||
run_dir: Path,
|
||||
intake: Dict[str, Any],
|
||||
task: Dict[str, Any],
|
||||
contract_path: Path,
|
||||
) -> Dict[str, Any]:
|
||||
row = base_row("prereq_op_selector", run_dir, task, contract_path, "direct_bundled")
|
||||
prereqs = nonempty_list(task.get("prerequisiteOps"))
|
||||
accepted = {"validate-intake", "architect-review", "resolve-dependencies"}
|
||||
invalid = sorted(op for op in prereqs if op not in accepted)
|
||||
row["decision_context"] = task_context(intake, task)
|
||||
row["decision_label"] = {
|
||||
"needs_validate_intake": "validate-intake" in prereqs,
|
||||
"needs_architect_review": "architect-review" in prereqs,
|
||||
"needs_resolve_dependencies": "resolve-dependencies" in prereqs,
|
||||
"source_values": prereqs,
|
||||
}
|
||||
if invalid:
|
||||
row["rejection_flags"].append(f"invalid_prerequisite_values:{','.join(invalid)}")
|
||||
if not row["decision_context"]["title"]:
|
||||
row["rejection_flags"].append("missing_task_title")
|
||||
if row["decision_context"]["confidence"] is None:
|
||||
row["rejection_flags"].append("missing_confidence")
|
||||
return row
|
||||
|
||||
|
||||
def extract_target_files_row(
|
||||
run_dir: Path,
|
||||
intake: Dict[str, Any],
|
||||
task: Dict[str, Any],
|
||||
contract_path: Path,
|
||||
sibling_maps: Dict[str, Dict[str, int]],
|
||||
sibling_count: int,
|
||||
) -> Dict[str, Any]:
|
||||
row = base_row("target_file_selection", run_dir, task, contract_path, "direct_bundled")
|
||||
execution_contract = task.get("executionContract", {})
|
||||
targets = nonempty_list(execution_contract.get("targetFiles"))
|
||||
row["decision_context"] = task_context(intake, task)
|
||||
row["decision_label"] = {
|
||||
"target_files": targets,
|
||||
}
|
||||
if not targets:
|
||||
row["rejection_flags"].append("empty_target_files")
|
||||
if sibling_count > 1 and targets:
|
||||
key = json.dumps(tuple(targets))
|
||||
if sibling_maps["targets"].get(key, 0) == sibling_count:
|
||||
row["rejection_flags"].append("sibling_uniform_target_files")
|
||||
return row
|
||||
|
||||
|
||||
def extract_acceptance_row(
|
||||
run_dir: Path,
|
||||
intake: Dict[str, Any],
|
||||
task: Dict[str, Any],
|
||||
contract_path: Path,
|
||||
sibling_maps: Dict[str, Dict[str, int]],
|
||||
sibling_count: int,
|
||||
) -> Dict[str, Any]:
|
||||
row = base_row("acceptance_command_selection", run_dir, task, contract_path, "direct_bundled")
|
||||
execution_contract = task.get("executionContract", {})
|
||||
commands = nonempty_list(execution_contract.get("acceptanceCommands"))
|
||||
row["decision_context"] = task_context(intake, task)
|
||||
row["decision_context"]["target_files"] = nonempty_list(execution_contract.get("targetFiles"))
|
||||
row["decision_label"] = {
|
||||
"acceptance_commands": commands,
|
||||
}
|
||||
if not commands:
|
||||
row["rejection_flags"].append("empty_acceptance_commands")
|
||||
if not row["decision_context"]["target_files"]:
|
||||
row["rejection_flags"].append("missing_target_files_context")
|
||||
if sibling_count > 1 and commands:
|
||||
key = json.dumps(tuple(commands))
|
||||
if sibling_maps["acceptance"].get(key, 0) == sibling_count:
|
||||
row["rejection_flags"].append("sibling_uniform_acceptance_commands")
|
||||
return row
|
||||
|
||||
|
||||
def extract_required_tools_row(
|
||||
run_dir: Path,
|
||||
intake: Dict[str, Any],
|
||||
task: Dict[str, Any],
|
||||
contract_path: Path,
|
||||
sibling_maps: Dict[str, Dict[str, int]],
|
||||
sibling_count: int,
|
||||
) -> Dict[str, Any]:
|
||||
row = base_row("required_tool_selection", run_dir, task, contract_path, "direct_bundled")
|
||||
execution_contract = task.get("executionContract", {})
|
||||
tools = nonempty_list(execution_contract.get("requiredTools"))
|
||||
row["decision_context"] = task_context(intake, task)
|
||||
row["decision_context"]["prerequisite_ops"] = nonempty_list(task.get("prerequisiteOps"))
|
||||
row["decision_context"]["target_files"] = nonempty_list(execution_contract.get("targetFiles"))
|
||||
row["decision_label"] = {
|
||||
"required_tools": tools,
|
||||
}
|
||||
if not tools:
|
||||
row["rejection_flags"].append("empty_required_tools")
|
||||
if sibling_count > 1 and tools:
|
||||
key = json.dumps(tuple(tools))
|
||||
if sibling_maps["tools"].get(key, 0) == sibling_count:
|
||||
row["rejection_flags"].append("sibling_uniform_required_tools")
|
||||
return row
|
||||
|
||||
|
||||
def extract_rows_from_run(run_dir: Path, contract_path: Path) -> Tuple[List[Dict[str, Any]], Dict[str, int]]:
|
||||
intake = load_json(run_dir / "01_intake.json")
|
||||
generated = load_json(run_dir / "02_generate_taskitems.json")
|
||||
tasks = nonempty_list(generated.get("tasks"))
|
||||
sibling_maps = build_sibling_maps(tasks)
|
||||
rows: List[Dict[str, Any]] = []
|
||||
stats = {"runs": 1, "tasks": len(tasks), "rows": 0, "rejected_rows": 0}
|
||||
sibling_count = len(tasks)
|
||||
for task in tasks:
|
||||
gate_rows = [
|
||||
extract_prereq_row(run_dir, intake, task, contract_path),
|
||||
extract_target_files_row(run_dir, intake, task, contract_path, sibling_maps, sibling_count),
|
||||
extract_acceptance_row(run_dir, intake, task, contract_path, sibling_maps, sibling_count),
|
||||
extract_required_tools_row(run_dir, intake, task, contract_path, sibling_maps, sibling_count),
|
||||
]
|
||||
for row in gate_rows:
|
||||
rows.append(row)
|
||||
stats["rows"] += 1
|
||||
if row["rejection_flags"]:
|
||||
stats["rejected_rows"] += 1
|
||||
return rows, stats
|
||||
|
||||
|
||||
def parse_args() -> argparse.Namespace:
|
||||
parser = argparse.ArgumentParser(description="Extract RSA gate rows from whetstone_DSL taskitem runs.")
|
||||
parser.add_argument(
|
||||
"--contracts",
|
||||
default="semantic/rsa_gate_extraction_contracts_v0.json",
|
||||
help="Path to the extraction contract JSON.",
|
||||
)
|
||||
parser.add_argument(
|
||||
"--taskitem-runs-root",
|
||||
required=True,
|
||||
help="Root directory containing whetstone_DSL taskitem run folders.",
|
||||
)
|
||||
parser.add_argument(
|
||||
"--output",
|
||||
required=True,
|
||||
help="Output NDJSON path for extracted rows.",
|
||||
)
|
||||
parser.add_argument(
|
||||
"--limit-runs",
|
||||
type=int,
|
||||
default=0,
|
||||
help="Optional limit on how many run directories to process.",
|
||||
)
|
||||
return parser.parse_args()
|
||||
|
||||
|
||||
def main() -> int:
|
||||
args = parse_args()
|
||||
contract_path = Path(args.contracts)
|
||||
if not contract_path.is_absolute():
|
||||
contract_path = (REPO_ROOT / contract_path).resolve()
|
||||
contracts = load_json(contract_path)
|
||||
missing = FIRST_PASS_GATES.difference(contracts.get("contracts", {}).keys())
|
||||
if missing:
|
||||
raise SystemExit(f"missing first-pass gate contracts: {sorted(missing)}")
|
||||
|
||||
runs_root = Path(args.taskitem_runs_root).resolve()
|
||||
output_path = Path(args.output).resolve()
|
||||
output_path.parent.mkdir(parents=True, exist_ok=True)
|
||||
|
||||
rows: List[Dict[str, Any]] = []
|
||||
totals = {"runs": 0, "tasks": 0, "rows": 0, "rejected_rows": 0}
|
||||
for index, run_dir in enumerate(iter_run_dirs(runs_root), start=1):
|
||||
if args.limit_runs and index > args.limit_runs:
|
||||
break
|
||||
run_rows, run_stats = extract_rows_from_run(run_dir, contract_path)
|
||||
rows.extend(run_rows)
|
||||
for key, value in run_stats.items():
|
||||
totals[key] += value
|
||||
|
||||
with output_path.open("w", encoding="utf-8") as fh:
|
||||
for row in rows:
|
||||
fh.write(json.dumps(row, sort_keys=True) + "\n")
|
||||
|
||||
summary = {
|
||||
"contracts_path": str(contract_path),
|
||||
"runs_root": str(runs_root),
|
||||
"output_path": str(output_path),
|
||||
"runs_processed": totals["runs"],
|
||||
"tasks_processed": totals["tasks"],
|
||||
"rows_emitted": totals["rows"],
|
||||
"rows_with_rejection_flags": totals["rejected_rows"],
|
||||
}
|
||||
print(json.dumps(summary, indent=2, sort_keys=True))
|
||||
return 0
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
raise SystemExit(main())
|
||||
Reference in New Issue
Block a user