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F forge-lcdl

Handbook · Product-agnostic

Chapters

Contributing to forge-lcdl forge-lcdl

Docs

Adopting forge-lcdl (consumers index) Alpha roadmap (forge-lcdl) Benchmark harness (Sprint 0) Cheap-model operating guide Client API (`LcdlClient`) Coding task executor (`forge_lcdl.coding`) Context packs (`forge_lcdl.context`) ContractSpec v2 (metadata alongside v1 Mar… Cursor integration (Sprint 8) Dogfooding forge-lcdl Execution engine Extraction playbook: LLM plus deterministi… Deterministic game engine (forge_lcdl.game… Games engine + LCDL layer — alpha status Games architecture (LCDL vs deterministic … Games engine API (`forge_lcdl.games.engine`) Games examples & CLI cheatsheet Games LCDL layer LCDL game tasks — index (alphabetical) Games testing guide Decomposition graph (`forge_lcdl.graph`) Known limitations (alpha) MCP client (LCDL) MCP sidecar (LCDL in Cursor) Model routing and profiles Page mechanics artifacts and LCDL tasks Playwright source-ingest discovery with fo… Prompt layout and cache telemetry Retrieval and RAG (`forge_lcdl.retrieval`) Release checklist (forge-lcdl) Repair loops (`forge_lcdl.repair`) Task packs and registration Verification registry (`forge_lcdl.verific… What is Forge LCDL?

Operators

Operators index `branch` `fallback_chain` `for_each` `optional_step` `repeat` `seq` `try_catch` `until_ok`

Src

Forge Lcdl

Contracts

Analyze Strategic Form

analyze_strategic_form v1

Answer From Evidence

answer_from_evidence v1

Board Game Choose Move

board_game_choose_move v1

Board Game Coach Notes

board_game_coach_notes v1

Board Game Rank Moves

board_game_rank_moves v1

Contradiction Scan

contradiction_scan v1

Decompose Problem

decompose_problem v1

Extract Quantities And Units

extract_quantities_and_units v1

Extract Schema From Text

extract_schema_from_text v1

Game Move Explain

game_move_explain v1

Game Move Parse

game_move_parse v1

Game Move Rank

game_move_rank v1

Generate Script Prompt

generate_script_prompt v1

Inject Citations

inject_citations v1

Interaction Probe

Artifact `InteractionProbe` v1

Llm Boolean Gate

llm_boolean_gate v1

Llm Enum Route

llm_enum_route v1

Llm Multi Label

llm_multi_label v1

Mechanism Compare Prose

mechanism_compare_prose v1

Page Mechanics

Artifact `PageMechanicsSpec` v1

Page Probe

Artifact `PageProbe` v1

Plan Decision Pack

plan_decision_pack v1

Pw Chunk Classify

Task `pw_chunk_classify` v1

Pw Extractor Synthesize Exemplar

Task `pw_extractor_synthesize_exemplar` v1

Pw Extractor Synthesize Probe

Task `pw_extractor_synthesize_probe` v1

Pw Grading Signal Infer

Task `pw_grading_signal_infer` v1

Pw Incremental Diagnose

Task `pw_incremental_diagnose` v1

Pw Mechanics Repair

Task `pw_mechanics_repair` v1

Pw Network Api Route Infer

Task `pw_network_api_route_infer` v1

Pw Page Kind Route

Task `pw_page_kind_route` v1

Pw Quiz Mechanics Discover

Task `pw_quiz_mechanics_discover` v1

Pw Selector Harden

Task `pw_selector_harden` v1

Pw Static Mcq Mechanics Discover

Task `pw_static_mcq_mechanics_discover` v1

Rag Enough Context Gate

rag_enough_context_gate v1

Rag Query Plan

rag_query_plan v1

Summarize Sections Schema

summarize_sections_schema v1

Timeline Extract

timeline_extract v1

Validation Failure

Artifact `ValidationFailure` v1

Word Problem To Calc Plan

word_problem_to_calc_plan v1

forge-lcdl

Contributing to forge-lcdl forge-lcdl

Docs

Adopting forge-lcdl (consumers index) Alpha roadmap (forge-lcdl) Benchmark harness (Sprint 0) Cheap-model operating guide Client API (`LcdlClient`) Coding task executor (`forge_lcdl.coding`) Context packs (`forge_lcdl.context`) ContractSpec v2 (metadata alongside v1 Mar… Cursor integration (Sprint 8) Dogfooding forge-lcdl Execution engine Extraction playbook: LLM plus deterministi… Deterministic game engine (forge_lcdl.game… Games engine + LCDL layer — alpha status Games architecture (LCDL vs deterministic … Games engine API (`forge_lcdl.games.engine`) Games examples & CLI cheatsheet Games LCDL layer LCDL game tasks — index (alphabetical) Games testing guide Decomposition graph (`forge_lcdl.graph`) Known limitations (alpha) MCP client (LCDL) MCP sidecar (LCDL in Cursor) Model routing and profiles Page mechanics artifacts and LCDL tasks Playwright source-ingest discovery with fo… Prompt layout and cache telemetry Retrieval and RAG (`forge_lcdl.retrieval`) Release checklist (forge-lcdl) Repair loops (`forge_lcdl.repair`) Task packs and registration Verification registry (`forge_lcdl.verific… What is Forge LCDL?

Operators

Operators index `branch` `fallback_chain` `for_each` `optional_step` `repeat` `seq` `try_catch` `until_ok`

Src

Forge Lcdl

Contracts

Analyze Strategic Form

analyze_strategic_form v1

Answer From Evidence

answer_from_evidence v1

Board Game Choose Move

board_game_choose_move v1

Board Game Coach Notes

board_game_coach_notes v1

Board Game Rank Moves

board_game_rank_moves v1

Contradiction Scan

contradiction_scan v1

Decompose Problem

decompose_problem v1

Extract Quantities And Units

extract_quantities_and_units v1

Extract Schema From Text

extract_schema_from_text v1

Game Move Explain

game_move_explain v1

Game Move Parse

game_move_parse v1

Game Move Rank

game_move_rank v1

Generate Script Prompt

generate_script_prompt v1

Inject Citations

inject_citations v1

Interaction Probe

Artifact `InteractionProbe` v1

Llm Boolean Gate

llm_boolean_gate v1

Llm Enum Route

llm_enum_route v1

Llm Multi Label

llm_multi_label v1

Mechanism Compare Prose

mechanism_compare_prose v1

Page Mechanics

Artifact `PageMechanicsSpec` v1

Page Probe

Artifact `PageProbe` v1

Plan Decision Pack

plan_decision_pack v1

Pw Chunk Classify

Task `pw_chunk_classify` v1

Pw Extractor Synthesize Exemplar

Task `pw_extractor_synthesize_exemplar` v1

Pw Extractor Synthesize Probe

Task `pw_extractor_synthesize_probe` v1

Pw Grading Signal Infer

Task `pw_grading_signal_infer` v1

Pw Incremental Diagnose

Task `pw_incremental_diagnose` v1

Pw Mechanics Repair

Task `pw_mechanics_repair` v1

Pw Network Api Route Infer

Task `pw_network_api_route_infer` v1

Pw Page Kind Route

Task `pw_page_kind_route` v1

Pw Quiz Mechanics Discover

Task `pw_quiz_mechanics_discover` v1

Pw Selector Harden

Task `pw_selector_harden` v1

Pw Static Mcq Mechanics Discover

Task `pw_static_mcq_mechanics_discover` v1

Rag Enough Context Gate

rag_enough_context_gate v1

Rag Query Plan

rag_query_plan v1

Summarize Sections Schema

summarize_sections_schema v1

Timeline Extract

timeline_extract v1

Validation Failure

Artifact `ValidationFailure` v1

Word Problem To Calc Plan

word_problem_to_calc_plan v1

Handbook

analyze_strategic_form v1

Input: game_description.

Output: Narrative JSON: players, strategies, payoff_notes, equilibrium_notes (not a certified Nash solver).

← `until_ok`answer_from_evidence v1 →

Last updated: 2026-05-16.