gentle-ai-bench
FeaturedTrigger: bench, journey, journeys, driven mode, gentle-ai-bench, journey corpus, j-numbers, bench axis. Author and verify gentle-ai bench journeys; go test ./bench never proves driven execution.
Install
Quality Score: 92/100
Skill Content
Details
- Author
- Gentleman-Programming
- Repository
- Gentleman-Programming/gentle-ai
- Created
- 6 months ago
- Last Updated
- today
- Language
- Go
- License
- MIT
Integrates with
Similar Skills
Semantically similar based on skill content — not just same category
workbench-session
Run the AI-workbench session loop in the current repo. Use at the start of a work session to orient, brief and triage, and at the end to capture decisions, lessons and entity updates before committing. Applies to any repo whose AGENTS.md carries the ai-workbench pattern marker.
benchforge
Open Scientific Evidence Infrastructure for the Agentic Era (BenchForge v6.0 Final Specification & MVP Execution Plan). Features BDL v6.0, 2-Tier Dual Reporting Standard (BENCHMARK_SUMMARY.md for GitHub README & BENCHMARK.md for Research Deep-Dive), Multi-Variable Workload Taxonomy, Threat Model Validation, Immutable Hash Chain Evidence Ledger, Complete Agent Composition, Sequential Bayesian Adaptive Sampling, Blind Human Review Protocol, and Scientific Artifact Triad.
bs-check
Use before telling a client or stakeholder "this is fixed", before deploying changes to a production site or service, before activating or modifying a live automation/workflow, before claiming an integration works end-to-end, before quoting pricing or API behavior in a comparison, or before running a destructive infrastructure command. Also use when the user says "confidence check", "how confident are you", "validate this", "pressure-test this", "/bs-check", or whenever a confident-sounding claim has not been directly validated by a query, observation, comparison, or quotable source. ALSO covers design-time reasoning audits via subcommands - "bs-check premise" (are we solving the right problem? premise acceptance - Socratic + Steelman), "bs-check approach" (did we commit too fast? - Burden of Proof, Cold Start, Alternatives, Pre-mortem), "bs-check fresh" (all 9 patterns, fresh-context sub-agent). Trigger phrases for those - challenge this, push back, devil's advocate, poke holes, steelman this, are we solving