René's URL Explorer Experiment

Title: GitHub - wesleysimplicio/simplicio-dev-cli: Your tasks with 99% accuracy using any LLM (Claude, DeepSeek, Codex, Gemini, Hermes, OpenClaw, Cursor). · GitHub

Open Graph Title: GitHub - wesleysimplicio/simplicio-dev-cli: Your tasks with 99% accuracy using any LLM (Claude, DeepSeek, Codex, Gemini, Hermes, OpenClaw, Cursor).

X Title: GitHub - wesleysimplicio/simplicio-dev-cli: Your tasks with 99% accuracy using any LLM (Claude, DeepSeek, Codex, Gemini, Hermes, OpenClaw, Cursor).

Description: Your tasks with 99% accuracy using any LLM (Claude, DeepSeek, Codex, Gemini, Hermes, OpenClaw, Cursor). - wesleysimplicio/simplicio-dev-cli

Open Graph Description: Your tasks with 99% accuracy using any LLM (Claude, DeepSeek, Codex, Gemini, Hermes, OpenClaw, Cursor). - wesleysimplicio/simplicio-dev-cli

X Description: Your tasks with 99% accuracy using any LLM (Claude, DeepSeek, Codex, Gemini, Hermes, OpenClaw, Cursor). - wesleysimplicio/simplicio-dev-cli

Opengraph URL: https://github.com/wesleysimplicio/simplicio-dev-cli

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simplicio-sprint	https://github.com/wesleysimplicio/simplicio-sprint
	https://github.com/wesleysimplicio/simplicio-dev-cli#documentation-standard
docs/PYTHON_PACKAGE_INTERDEPENDENCE.md	https://github.com/wesleysimplicio/simplicio-dev-cli/blob/master/docs/PYTHON_PACKAGE_INTERDEPENDENCE.md
docs/LLM_USAGE_POLICY.md	https://github.com/wesleysimplicio/simplicio-dev-cli/blob/master/docs/LLM_USAGE_POLICY.md
docs/readme-globalization-standard.md	https://github.com/wesleysimplicio/simplicio-dev-cli/blob/master/docs/readme-globalization-standard.md
	https://github.com/wesleysimplicio/simplicio-dev-cli#original-field-guide
	https://pypi.org/project/simplicio-cli/
	https://pypi.org/project/simplicio-cli/
	https://github.com/wesleysimplicio/simplicio-dev-cli/blob/master/LICENSE
	https://github.com/wesleysimplicio/simplicio-dev-cli/blob/master/output/imagegen/simplicio-cli-readme-hero.png
	https://github.com/wesleysimplicio/simplicio-dev-cli#recommended-default-stack-official
docs/LLM_USAGE_POLICY.md	https://github.com/wesleysimplicio/simplicio-dev-cli/blob/master/docs/LLM_USAGE_POLICY.md
	https://github.com/wesleysimplicio/simplicio-dev-cli#why-it-works--the-numbers
	https://github.com/wesleysimplicio/simplicio-dev-cli#1-execution-benchmark--real-project-real-tasks-real-test-suite-the-does-it-work-answer
wesleysimplicio/sistema-sindico	https://github.com/wesleysimplicio/sistema-sindico
bench/results_exec_sindico.md	https://github.com/wesleysimplicio/simplicio-dev-cli/blob/master/bench/results_exec_sindico.md
bench/results_exec_sindico.pdf	https://github.com/wesleysimplicio/simplicio-dev-cli/blob/master/bench/results_exec_sindico.pdf
	https://github.com/wesleysimplicio/simplicio-dev-cli#2-contract-adherence-benchmark--structural-checks-across-many-models
	https://github.com/wesleysimplicio/simplicio-dev-cli#hugging-face--recommended-qwen3-coder-defaults-hf-router
bench/results_comparison.md	https://github.com/wesleysimplicio/simplicio-dev-cli/blob/master/bench/results_comparison.md
bench/results_comparison.pdf	https://github.com/wesleysimplicio/simplicio-dev-cli/blob/master/bench/results_comparison.pdf
	https://github.com/wesleysimplicio/simplicio-dev-cli#local-offline--qwen3-coder-gguf-recommendation-qwen25-legacy-baseline
	https://github.com/wesleysimplicio/simplicio-dev-cli#tiny-models--sub-4b-run-on-2026-05-26-50-runsside-260-checks
	https://github.com/wesleysimplicio/simplicio-dev-cli#frontier-2026-models--run-on-2026-05-26-60-runsside-312-checks
	https://github.com/wesleysimplicio/simplicio-dev-cli#mid-tier-7b12b-open-models--earlier-run-v022-30-runsside-156-checks
	https://github.com/wesleysimplicio/simplicio-dev-cli#output-quality-signals-rate-across-all-60-frontier-runs
	https://github.com/wesleysimplicio/simplicio-dev-cli#cost--tokens--wall-clock-measured-not-estimated
bench/results.md	https://github.com/wesleysimplicio/simplicio-dev-cli/blob/master/bench/results.md
bench/results.pdf	https://github.com/wesleysimplicio/simplicio-dev-cli/blob/master/bench/results.pdf
	https://github.com/wesleysimplicio/simplicio-dev-cli#how-it-works-1
	https://github.com/wesleysimplicio/simplicio-dev-cli#rich-mapper-integration
	https://github.com/wesleysimplicio/simplicio-dev-cli#adaptive-retry-and-observability
TOON	https://github.com/toon-format/toon
	https://github.com/wesleysimplicio/simplicio-dev-cli#cross-vendor-memory
	https://github.com/wesleysimplicio/simplicio-dev-cli#install
	https://github.com/wesleysimplicio/simplicio-dev-cli#install-profiles-extras
	https://github.com/wesleysimplicio/simplicio-dev-cli#local-quality-gate
bench/results_fanout.md	https://github.com/wesleysimplicio/simplicio-dev-cli/blob/master/bench/results_fanout.md
bench/results_fanout.pdf	https://github.com/wesleysimplicio/simplicio-dev-cli/blob/master/bench/results_fanout.pdf
	https://github.com/wesleysimplicio/simplicio-dev-cli#how-you-use-it--pick-your-path
	https://github.com/wesleysimplicio/simplicio-dev-cli#path-1-example--inside-claude-code
	https://github.com/wesleysimplicio/simplicio-dev-cli#path-2-example--subscription-shell-out-zero-key
structured blocked-precondition receipts	https://github.com/wesleysimplicio/simplicio-dev-cli/blob/master/docs/blocked-preconditions.md
patch receipts	https://github.com/wesleysimplicio/simplicio-dev-cli/blob/master/docs/patch-receipts.md
the evidence ledger	https://github.com/wesleysimplicio/simplicio-dev-cli/blob/master/docs/evidence-ledger.md
multi-task batches	https://github.com/wesleysimplicio/simplicio-dev-cli/blob/master/docs/multi-task-batches.md
prompt envelopes	https://github.com/wesleysimplicio/simplicio-dev-cli/blob/master/docs/prompt-envelopes.md
	https://github.com/wesleysimplicio/simplicio-dev-cli#path-3-example--standalone-with-api-key
Configure	https://github.com/wesleysimplicio/simplicio-dev-cli#configure--any-llm-nothing-hardcoded
	https://github.com/wesleysimplicio/simplicio-dev-cli#path-1-deep-dive--auto-activation-in-claude-code
	https://github.com/wesleysimplicio/simplicio-dev-cli#how-it-works-at-runtime
	https://github.com/wesleysimplicio/simplicio-dev-cli#why-userpromptsubmit-and-not-pretooluse
	https://github.com/wesleysimplicio/simplicio-dev-cli#disable--re-enable
	https://github.com/wesleysimplicio/simplicio-dev-cli#configure--any-llm-nothing-hardcoded
	https://github.com/wesleysimplicio/simplicio-dev-cli#path-4--local-llamacpp-gguf-explicitly-re-enabled-only
llama-cpp-python	https://github.com/abetlen/llama-cpp-python
	https://github.com/wesleysimplicio/simplicio-dev-cli#the-pipeline-both-paths
the numbers	https://github.com/wesleysimplicio/simplicio-dev-cli#why-it-works--the-numbers
4-quadrant bench	https://github.com/wesleysimplicio/simplicio-dev-cli#4-quadrant-bench--agent--simplicio-matrix
	https://github.com/wesleysimplicio/simplicio-dev-cli#common-questions
Disable / re-enable	https://github.com/wesleysimplicio/simplicio-dev-cli#disable--re-enable
	https://github.com/wesleysimplicio/simplicio-dev-cli#cache--why-it-doesnt-re-map-every-time
	https://github.com/wesleysimplicio/simplicio-dev-cli#benchmark--reproduce-in-30-seconds
bench/results.md	https://github.com/wesleysimplicio/simplicio-dev-cli/blob/master/bench/results.md
	https://github.com/wesleysimplicio/simplicio-dev-cli#full-harness-your-real-project-your-real-tests
bench/results.md	https://github.com/wesleysimplicio/simplicio-dev-cli/blob/master/bench/results.md
	https://github.com/wesleysimplicio/simplicio-dev-cli#4-quadrant-bench--agent--simplicio-matrix
docs/benchmark-4quadrant.md	https://github.com/wesleysimplicio/simplicio-dev-cli/blob/master/docs/benchmark-4quadrant.md
	https://github.com/wesleysimplicio/simplicio-dev-cli#run-1--focused-single-model-googlegemma-3-4b-it-5-cases-max_iters3-2026-05-26
bench/results_4quadrant.md	https://github.com/wesleysimplicio/simplicio-dev-cli/blob/master/bench/results_4quadrant.md
	https://github.com/wesleysimplicio/simplicio-dev-cli#run-2--wider-multi-model-3-models--10-cases-partial-max_iters5-2026-05-26
bench/results_4quadrant_wide.md	https://github.com/wesleysimplicio/simplicio-dev-cli/blob/master/bench/results_4quadrant_wide.md
	https://github.com/wesleysimplicio/simplicio-dev-cli#plug-points-stubs-marked-in-code
	https://github.com/wesleysimplicio/simplicio-dev-cli#layout
	https://github.com/wesleysimplicio/simplicio-dev-cli#license
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	https://www.star-history.com/#wesleysimplicio/simplicio-dev-cli&Date
	https://github.com/wesleysimplicio/simplicio-dev-cli#license-1
LICENSE	https://github.com/wesleysimplicio/simplicio-dev-cli/blob/master/LICENSE
pypi.org/project/simplicio-cli/	https://pypi.org/project/simplicio-cli/
python	https://github.com/topics/python
cli	https://github.com/topics/cli
openai	https://github.com/topics/openai
developer-tools	https://github.com/topics/developer-tools
code-generation	https://github.com/topics/code-generation
claude	https://github.com/topics/claude
ai-tools	https://github.com/topics/ai-tools
ai-agent	https://github.com/topics/ai-agent
llm	https://github.com/topics/llm
prompt-engineering	https://github.com/topics/prompt-engineering
anthropic	https://github.com/topics/anthropic
openrouter	https://github.com/topics/openrouter
qwen	https://github.com/topics/qwen
deepseek	https://github.com/topics/deepseek
agentic-ai	https://github.com/topics/agentic-ai
Readme	https://github.com/wesleysimplicio/simplicio-dev-cli#readme-ov-file
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Releases 23	https://github.com/wesleysimplicio/simplicio-dev-cli/releases
simplicio-cli v0.16.1 Latest Jul 13, 2026	https://github.com/wesleysimplicio/simplicio-dev-cli/releases/tag/v0.16.1
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Python 94.1%	https://github.com/wesleysimplicio/simplicio-dev-cli/search?l=python
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Shell 1.2%	https://github.com/wesleysimplicio/simplicio-dev-cli/search?l=shell
PowerShell 1.1%	https://github.com/wesleysimplicio/simplicio-dev-cli/search?l=powershell
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HTML 0.6%	https://github.com/wesleysimplicio/simplicio-dev-cli/search?l=html
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