effortmining
Benchmark-calibrated per-subagent reasoning effort for Claude Code. Classify the subtask, dispatch the cheapest tier a blind grader still accepts. Pilot-proven: -64.7% tokens vs effort inheritance at equal quality.
File Explorer
- marketplace.json
- plugin.json
- effort-grader.md
- miner-high.md
- miner-low.md
- miner-max.md
- miner-medium.md
- miner-xhigh.md
- banner.png
- calibration.json
- h6-reliability.json
- T1a.json
- T1b.json
- T1c.json
- T2a.json
- T2b.json
- T2c.json
- T3a.json
- T3b.json
- T3c.json
- T4a.json
- T4b.json
- T4c.json
- C1.json
- C2.json
- C3.json
- C4.json
- C5.json
- C6.json
- R1.json
- R2.json
- R3.json
- R4.json
- R5.json
- R6.json
- X1.json
- X2.json
- X3.json
- validate_oracles.py
- validate_oracles_v2.py
- effort.py
- README.md
- RESULTS-v2.md
- RESULTS.md
- B1-scaffold.json
- B2-harness.json
- P1-review.json
- P2-writer-addenda.json
- P2-writer.json
- P3-fixes.json
- R1-mechanism.json
- R2-literature.json
- R3-patterns.json
- R4-methodology.json
- V1-suite.json
- V2-harness.json
- V3-hardtasks.json
- rework-log.md
- settings.md
- boundary-safety.md
- conflict-resolution.md
- freshness-protocol.md
- input-validation.md
- loop-protocol.md
- receipt-protocol.md
- tool-efficiency.md
- ux-protocol.md
- visual-identity.md
- 01-mechanism-investigation.md
- 01b-docs-verification.md
- 02-literature-review.md
- 03-pattern-mining.md
- 04-benchmark-methodology.md
- 05-benchmark-v2-methodology.md
- architecture.md
- BENCHMARK-STORY.md
- hooks.json
- log-dispatch.sh
- session-start.sh
- SKILL.md
- SKILL.md
- C1_pytest.json
- R1_exact.json
- R2_blind.json
- X1_composite.json
- test_effort.py
- test_effort_v2.py
- test_hooks.py
- .gitignore
- CHANGELOG.md
- LICENSE
- README.md
- RELEASE_PROTOCOL.md
# Use via CDN
jsDelivrjsDelivr serves any public GitHub repository as a CDN with zero setup. Pick a version and a file to get a ready-to-paste link and snippet.
Command Glossary
Commands referenced in this DOCs, explained below.
claude
View Details ▼
claude
An agent-based coding tool that understands your code base and helps you code faster through natural language commands.
claude prompt
Execute with prompt:
claude update
Update `claude`:
claude mcp list
Get the list of specified MCP servers:
python3
View Details ▼
python3
This command is an alias of `python`.
tldr python
View documentation for the original command:
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