pate.sh

portable audit able tiny executables

tools

leather local agent infrastructure in one stdlib-only go binary skeptic repo trust-boundary auditing before the incident one line with benefits a one-line parking lot in micro — parked thoughts pipe out to agents and come back as issues gamble diceware passphrases from real dice, in the terminal vanity home-grown model library management from a local talent agent conceit the GPU inference stack built from source, for the architecture the wheels skipped adherence suite a deterministic benchmark for agent instruction adherence, externally graded pane the domain-free curses layer under the PATE-stack TUIs — bounds-checked drawing, honest bar charts record terminal demos to README-ready GIFs, by hand or by agent — every frame verified catnip GitHub traffic analytics on a timer — the rolling fourteen-day window, kept forever dither image in, terminal splash script out — truecolor Unicode quadrant-block art, zero runtime dependencies flow
indicator
reads an agent session and meters when steering turns into repeated correction and repair
corpus
analysis
agent and chat transcript corpora into inspectable evidence — deterministic scans, every claim pinned to its provenance
micromemsoon small memory primitives for local agent systems

patterns

directed workflows repo-native procedures agents can resume directed contexts bounded ownership contexts agents load inline or spawn in isolation abductive triage diagnostic reasoning for messy incidents

in practice

redline a directed workflow that finds a GPU's safe context ceiling go fips toolkit directed workflows and abductive triage applied to go's FIPS 140-3 migration run watcher a directed workflow that generates live-render TUIs for ops dashboards, evals, and more claim
analysis
abductive triage applied to a finished record — every claim scored for accuracy and distortion
friction
report
abductive triage applied to a thread still running — structural friction scored as it grows
words are cheap one test over a commit range, a document, a set of error strings — which lines inform, which perform, and the cut last call the audit before a repository goes public — leaks, drifted docs, undocumented surface, and a history rewrite the operator decides fractal grid an ultrawide KWin tiling engine whose install, layouts, and shortcuts ship as agent skills — fresh clone to configured desktop, no hand-edited files

standards

security context spec portable scanner input for repo security context

field notes

fractal engineeringsoon development journal and technical field reports fractal cognition creative nonfiction

skill registry

skills.TGP.SKI skill definitions mirrored from these repos — raw markdown, signed manifest, pinned commits

identity

TGP.SKI the canonical provenance record — domains, accounts, and keys, signed and verifiable