Amr Gharbeia
c86d079418
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File Reorganization: - Extracted core-context → symbolic-awareness (skill) - Extracted heartbeat → symbolic-events (skill) - Relocated 6 utility fragments, renamed 23 files, deleted system-model.lisp - Renamed gateway-* → channel-*, split gateway-messaging → 4 channel-* files - Renamed defskill/defpackage names to match new file prefixes - Deleted gateway-messaging.org/.lisp, removed core-context filter - Documented self-repair criterion, added AGENTS.md core boundary rule Token Economics (v0.5.0, skills not core): - tokenizer.lisp: count-tokens, model-token-ratio, token-cost, provider-token-cost (11 tests) - cost-tracker.lisp: cost-track-call, cost-session-total, cost-by-provider (6 tests) - token-economics.lisp: prompt-prefix-cached, context-assemble-cached, enforce-token-budget with CONTEXT_MAX_TOKENS env var (9 tests) Bug Fixes: - Fixed DeepSeek 400 (removed malformed tools from cascade) - Fixed UNDEFINED-FUNCTION crash (fboundp guards in think()) - Fixed gate-trace duplication (setf replaces list* in cognitive-verify) - Tightened dexador connect-timeout 10s→5s Test suite: 116/116 (100%)
147 lines
5.5 KiB
Common Lisp
147 lines
5.5 KiB
Common Lisp
(in-package :passepartout)
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(defparameter *model-token-ratios*
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'((:gpt-4o-mini . 4.0)
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(:gpt-4o . 4.0)
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(:gpt-3.5-turbo . 4.0)
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(:claude-3-5-sonnet . 4.5)
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(:claude-3-opus . 4.5)
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(:claude-3-haiku . 4.5)
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(:deepseek-chat . 4.0)
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(:deepseek-reasoner . 4.0)
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(:llama-3.1-70b . 3.5)
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(:llama-3.1-405b . 3.5)
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(:gemini-2.0-flash . 4.0)
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(:gemini-1.5-pro . 4.0)
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(:openrouter/auto . 4.0))
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"Estimated characters per token for each model family.")
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(defparameter *default-token-ratio* 4.0
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"Fallback characters-per-token ratio when model is unknown.")
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(defun model-token-ratio (model-keyword)
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"Returns the estimated characters-per-token for MODEL-KEYWORD.
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Falls back to *DEFAULT-TOKEN-RATIO* for unknown models."
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(or (cdr (assoc model-keyword *model-token-ratios*))
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*default-token-ratio*))
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(defun count-tokens (text &key model)
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"Returns the estimated token count for TEXT.
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Uses character-count / ratio heuristic calibrated per model family.
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MODEL is a keyword identifying the model (e.g. :gpt-4o-mini)."
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(let ((clean (if (stringp text) text (format nil "~a" text))))
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(ceiling (length clean) (model-token-ratio model))))
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(defparameter *token-prices*
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'((:gpt-4o-mini . 0.15) ; $0.15/1M input tokens
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(:gpt-4o . 2.50) ; $2.50/1M input tokens
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(:gpt-3.5-turbo . 0.50) ; $0.50/1M input tokens
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(:claude-3-5-sonnet . 3.00) ; $3.00/1M input tokens
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(:claude-3-opus . 15.00) ; $15.00/1M input tokens
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(:claude-3-haiku . 0.25) ; $0.25/1M input tokens
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(:deepseek-chat . 0.27) ; $0.27/1M input tokens
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(:deepseek-reasoner . 0.55) ; $0.55/1M input tokens
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(:llama-3.1-70b . 0.59) ; Groq: $0.59/1M
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(:llama-3.1-405b . 1.30) ; NVIDIA NIM: ~$1.30/1M
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(:gemini-2.0-flash . 0.10) ; $0.10/1M input
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(:gemini-1.5-pro . 1.25)) ; $1.25/1M input
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"Provider pricing in USD per 1M input tokens.
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Prices sourced as of 2026-05. Output tokens cost 2-5× more;
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we bill at input rates as a conservative estimate.")
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(defun token-cost (model token-count)
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"Returns the estimated cost in USD for TOKEN-COUNT tokens at MODEL's price.
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Returns 0.0 for unknown models."
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(let ((price-per-1m (or (cdr (assoc model *token-prices*)) 0.0)))
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(* (/ price-per-1m 1000000.0) token-count)))
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(defparameter *provider-default-models*
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'((:deepseek . :deepseek-chat)
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(:openai . :gpt-4o-mini)
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(:anthropic . :claude-3-5-sonnet)
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(:groq . :llama-3.1-70b)
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(:gemini . :gemini-2.0-flash)
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(:nvidia . :llama-3.1-405b)
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(:openrouter . :openrouter/auto))
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"Maps provider keywords to their default model families for cost tracking.")
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(defun provider-token-cost (provider token-count)
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"Returns the estimated cost in USD for a given PROVIDER and TOKEN-COUNT.
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Uses the provider's default model for pricing."
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(let ((model (cdr (assoc provider *provider-default-models*))))
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(if model
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(token-cost model token-count)
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0.0)))
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(eval-when (:compile-toplevel :load-toplevel :execute)
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(ql:quickload :fiveam :silent t))
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(defpackage :passepartout-tokenizer-tests
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(:use :cl :fiveam :passepartout)
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(:export #:tokenizer-suite))
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(in-package :passepartout-tokenizer-tests)
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(def-suite tokenizer-suite :description "Token counting and cost estimation")
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(in-suite tokenizer-suite)
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(test test-count-tokens-default
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"Contract 1: count-tokens returns non-zero for a non-empty string."
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(let ((count (count-tokens "hello world")))
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(is (> count 0))
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(is (integerp count))))
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(test test-count-tokens-known-model
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"Contract 1: count-tokens with a known model returns a count."
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(let ((count (count-tokens "hello world" :model :gpt-4o-mini)))
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(is (> count 0))
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(is (integerp count))))
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(test test-count-tokens-unknown-model
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"Contract 1: count-tokens with an unknown model falls back to default."
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(let ((count (count-tokens "hello world" :model :unknown-model-xyz)))
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(is (> count 0))
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(is (integerp count))))
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(test test-count-tokens-empty
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"Contract 1: count-tokens on empty string returns 0."
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(let ((count (count-tokens "")))
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(is (= 0 count))))
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(test test-model-token-ratio-known
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"Contract 2: known model returns correct ratio."
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(is (= 4.0 (model-token-ratio :gpt-4o-mini)))
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(is (= 4.5 (model-token-ratio :claude-3-5-sonnet)))
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(is (= 3.5 (model-token-ratio :llama-3.1-70b))))
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(test test-model-token-ratio-unknown
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"Contract 2: unknown model returns default ratio."
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(is (= 4.0 (model-token-ratio :unknown-model-abc))))
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(test test-token-cost-known
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"Contract 3: token-cost returns a number for known model."
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(let ((cost (token-cost :gpt-4o-mini 1000)))
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(is (numberp cost))
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(is (> cost 0.0))))
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(test test-token-cost-unknown
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"Contract 3: token-cost returns 0.0 for unknown model."
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(is (= 0.0 (token-cost :no-such-model 1000))))
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(test test-provider-token-cost
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"Contract: provider-token-cost maps provider to model price."
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(let ((cost (provider-token-cost :deepseek 1000)))
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(is (numberp cost))
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(is (> cost 0.0))))
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(test test-count-tokens-ratio-sensitivity
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"Contract 1: longer text produces proportionally more tokens."
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(let ((short (count-tokens "hi" :model :gpt-4o-mini))
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(long (count-tokens "this is a much longer piece of text with many words in it" :model :gpt-4o-mini)))
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(is (> long short))))
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(test test-count-tokens-non-string
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"Contract 1: non-string values are coerced and counted."
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(let ((count (count-tokens 12345)))
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(is (> count 0))))
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