One repeatable pass that keeps the RSI loop for fak guard actually CLOSING on our own usage - the real, hash-chained decision journal fak guard writes - instead of a plan-mode scaffold that never closes. Runs the native guard-RSI scorecard (fak guard-rsi-scorecard) over the two guard RSI loops (the hardware-gated LATENCY loop tools/guardhoprsi.py and the hardware-free VERDICT loop fak guard-verdict-rsi), scores maturity (can it honestly close?) + realized value (does it run on our usage?), turns each HARD defect into a required affordance to ADD (a journal-grounded loop, a deterministic verdict-quality metric, a non-forgeable keep-bit, real adjudicated rows, control-pane membership, a paired honesty test), retires guardrsidebt worst-first, re-measures to PROVE the debt dropped, and commits only the guard-RSI lane by explicit path. The product-loop counterpart of rsi-maturity (which scores the generic internal/rsiloop engine). Use after a change to either guard RSI loop, after a guarded session adds journal rows, or on a /loop cadence to keep the guard learning from our workflow.
Install with
Claude CodeCodexCursorGitHub CopilotGemini CLI
Supported by the Atlas install prompt. Skill-specific requirements vary.
Skill stats
Skills1CategoryProduct & designStars0
About this skill
One repeatable pass that keeps the RSI loop for fak guard actually CLOSING on our own usage - the real, hash-chained decision journal fak guard writes - instead of a plan-mode scaffold that never closes. Runs the native guard-RSI scorecard (fak guard-rsi-scorecard) over the two guard RSI loops (the hardware-gated LATENCY loop tools/guardhoprsi.py and the hardware-free VERDICT loop fak guard-verdict-rsi), scores maturity (can it honestly close?) + realized value (does it run on our usage?), turns each HARD defect into a required affordance to ADD (a journal-grounded loop, a deterministic verdict-quality metric, a non-forgeable keep-bit, real adjudicated rows, control-pane membership, a paired honesty test), retires guardrsidebt worst-first, re-measures to PROVE the debt dropped, and commits only the guard-RSI lane by explicit path. The product-loop counterpart of rsi-maturity (which scores the generic internal/rsiloop engine). Use after a change to either guard RSI loop, after a guarded session adds journal rows, or on a /loop cadence to keep the guard learning from our workflow.
Quick start
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One repeatable pass that keeps the RSI loop for `fak guard` actually CLOSING on our own usage - the real, hash-chained decision journal `fak guard` writes - instead of a plan-mode scaffold that never closes. Runs the native guard-RSI scorecard (`fak guard-rsi-scorecard`) over the two guard RSI loops (the hardware-gated LATENCY loop tools/guard_hop_rsi.py and the hardware-free VERDICT loop `fak guard-verdict-rsi`), scores maturity (can it honestly close?) + realized value (does it run on our usage?), turns each HARD defect into a required affordance to ADD (a journal-grounded loop, a deterministic verdict-quality metric, a non-forgeable keep-bit, real adjudicated rows, control-pane membership, a paired honesty test), retires guard_rsi_debt worst-first, re-measures to PROVE the debt dropped, and commits only the guard-RSI lane by explicit path. The product-loop counterpart of rsi-maturity (which scores the generic internal/rsiloop engine). Use after a change to either guard RSI loop, after a guarded session adds journal rows, or on a /loop cadence to keep the guard learning from our workflow.
About this listing
Category
Product & design
Reported license
Apache-2.0
Listing language (estimated)
English
Review status
Not individually reviewed
Agent compatibility
Atlas installation supports Claude Code, Codex, and Cursor. Skill-specific dependencies and features are checked during setup.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLI