determinism commands

CyrilLeMat/temper-skills

Command Claude Code

Temper a skill.md into a test suite + deterministic decision tree via the adversarial subagent loop (a directory gets the ranked library audit).

CyrilLeMat/temper-skills

Skill Claude CodeCodex

Give an agent skill's decision logic a test suite and a deterministic implementation — a labeled validation dataset plus versionable Python — via an adversarial multi-persona loop that runs natively in Claude Code: proposer plus persona subagents through the Task tool, entirely on your Claude Code subscription, no…

CyrilLeMat/temper-skills

Skill Claude CodeCodex

Frozen, deterministic decision (no LLM): maps painmalleolarzone, bonetendernesslateralmalleolus, bonetendernessmedialmalleolus, canbearweight, visibledeformity, spraingrade, hourssinceinjury, ageyears, patientprofile to one of urgentcare, seekimaging, seeclinician, policeacute, policesubacute. Use when this decision…

CyrilLeMat/temper-skills

Skill Claude CodeCodex

Tempered orchestrator: chains frozen, deterministic decision trees (decidewalk, decidemeal, decidevet) and keeps only the generative note. Use to run a daily dog-care flow with each decision made by code (no LLM) and only the prose left to the model.

EffortlessMetrics/xchecker

Agent

Learning: Checking a file path against multiple GlobSets sequentially is less efficient than combining them into a single GlobSet and checking match indices. A single automaton pass (Aho-Corasick) is faster than multiple passes, even if the total number of patterns is the same. Action: When classifying strings against…

EffortlessMetrics/xchecker

Instructions file CodexOpenCode

AGENTS.md instructions for EffortlessMetrics/xchecker, covering claude.md, project overview, workspace layout, build & test commands and build.

EffortlessMetrics/xchecker

Instructions file

Claude Code instructions for EffortlessMetrics/xchecker, covering claude.md, project overview, workspace layout, build & test commands and build.

wiber/thetacog-mcp

MCP server Claude CodeCodexCursor

Geometric-Driven Development (GDD) toolkit: cognitive rooms + Shadow Agent hooks + Ghost-Read pipeline (6 routes, persona-monologue) + thetacog-iterate convergence loop (meta-rule-checker, auto-applies high-confidence rewrites, adaptive stall-softening) +. Runs locally from the thetacog-mcp npm package.

Jujitae/invara

Plugin Claude Code

Independent verification that a change kept the constraints it declared. Seal a contract before the work: the paths that must not change, and the commands that must pass. Afterwards INVARA judges from file digests and exit codes and returns BLOCK, UNVERIFIABLE, HUMANREVIEW or PASS, naming which rule decided. UNVERIFIA.

Jujitae/invara

MCP server Claude CodeCodexCursor

MCP server "invara" as configured in Jujitae/invara. Runs invara.mcp with python. Needs 1 environment variable to run.

Jujitae/invara

Command

Diagnose why the INVARA MCP server will not start (missing Python / Windows Store python alias).

euuuuuuan/reasonforge-public

MCP server Claude CodeCodexCursor

MCP server "reasonforge" as configured in euuuuuuan/reasonforge-public. Runs locally from the reasonforge npm package.