Input
Your games · PGNs, URLs, and live games enter the same prep pipeline.
Match file 01 · Preparation room
Turn real games into a match-day plan you can trust. Import the games, expose the habits, validate the idea, and walk into the round with a plan.
Local analysis by default. AI coaching stays behind first-party server boundaries.
Corpus
Source games
Model
Tendency map
Novelty
Ranked idea
Pack
Round artifact
Input
Your games · PGNs, URLs, and live games enter the same prep pipeline.
Evidence
Trust bands · Engine disagreement and corpus quality stay visible.
Output
Pack · The end state is an exportable match-day artifact.
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Preparation chain
Each stage keeps the source, confidence, and next action visible, so preparation ends in a concrete match-day pack.
Bring PGNs, public game URLs, or live games into one local-first corpus.
Expose repertoire branches, move-order tendencies, and corpus confidence.
Rank candidate deviations by surprise, practicality, and eval tolerance.
Convert swing positions into drills and readiness checks.
Assemble focus lines, directives, checklist, and provenance into one portable artifact.
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Product surface
A tournament workspace built for fast decisions: the board stays central while engine evidence, prep context, and next actions remain in view.

A1
Move from corpus to opponent model, novelty, critical positions, drills, readiness, and pack without losing context.
A2
Compare depth, engine disagreement, and reliability warnings before committing to a line.
A3
Ask about the current position and get coaching tied to the board, your corpus, and saved prep.
A4
Custom pieces, legal-move feedback, promotion controls, sound, and keyboard navigation make analysis immediate.
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Decision trail
ChessLM keeps source material, analysis confidence, and generated artifacts connected, so you can review why a line made the pack before you trust it.
Traceable by design
Follow the source games, confidence signals, and saved artifacts behind each match-day decision.
Source counts, duplicate handling, parse quality, and coverage stay visible before opponent modeling begins.
Candidates balance frequency, evaluation tolerance, surprise, practicality, and transposition evidence.
Match-day packs keep focus lines, drills, directives, checksums, and source provenance together.
Built for trust
Board analysis, corpus work, and prep artifacts stay usable without sending every move to an AI provider.
AI, billing, and account operations use authenticated first-party endpoints; provider keys never enter the browser.
Engine confidence, provider errors, usage limits, and degraded modes stay readable instead of failing silently.
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Pricing
Analyze positions for free. Upgrade when you need durable opponent prep, training plans, and AI coaching.
Plan 01
A serious local analysis board with no AI credits.
Plan 02
Complete preparation for regular tournament play.
Plan 03
For heavy prep cycles and longer voice sessions.
05 / 05 · Final position