Verdicts say what; nothing said why. A rejection that reads only
rejected-bench teaches nothing, and the loop's compounding value is that
the next hypothesis is better than the last. This ships the teaching layer,
built so it can never contaminate the thing it explains.
New crate crates/explain (`just explain <run-id>`):
- Advisory, strictly off the accept path: runs after the verdict is
recorded; nothing it emits feeds gates, bench, verdict, or ledger. Not
agent-facing: harnessd stays at seven ops, by design (SPEC §3.7 says why
- better hypotheses must never become a feedback channel into
measurement).
- Ledger-only inputs, deterministic: consumes exactly one row via the new
ledger::attempt_row; no config, no clock, no re-benching. Identical row,
byte-identical text - proven live (cmp on two runs of a real row).
- Record vs inference is typographic: restatements print plain; anything
beyond is prefixed `inference:` so an explanation can never be quoted as
a measurement.
- The narrative must agree with the machine verdict. The first live run
caught this class of bug: an accepted row without a recorded threshold
was narrated as "a policy rejection" two lines under "verdict: accepted".
Accepted rows are now always described by their CI lower bound (the
defensible claim); rejected-bench rows classify against 1.0 (measured
regression / null result / real-but-below-bar); NHR rows name the
recorded cap and state the numbers were not the deciding factor;
rejected-gate rows name the failing gate. Regression-tested.
- Historical rows are flagged, not laundered: accepted with
sanitizers_clean=false prints the doctrine caution (comrak-010 shows it);
fuzz_iters=0 accepts are named pre-integration rows.
verdict now records accept_threshold (the bar in force for that run) into
the bench env fingerprint, so rows are self-contained going forward -
explain never substitutes today's config for a historical bar, and says so
on older rows instead.
SPEC §3.7 (Added 2026-07-20) carries the invariants; book chapter
docs/src/explain.md shows real output from real rows (the accepted cJSON
win, the caught false-accept, the kernel-lane NHR); CLAUDE.md, README,
justfile, and the architecture layout updated (the layout also gains the
previously-omitted crates/policy line).
Verified: 21 workspace test suites green (6 new explain tests incl.
determinism and verdict-narrative agreement), clippy -D warnings clean,
fmt clean, mdbook builds, live runs against phase3-cjson-002,
phase5-matmul-opt, phase2-comrak-010, and phase4-cjson-service.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
The cross-harness skill shipped (PR #17/#19) with README/CLAUDE.md/AGENTS.md
coverage, but the mdBook — the public disclosure surface — had zero mention
of it. By this project's own standard that is a parity defect: the flagship
consumable feature was undocumented where it is disclosed.
- New chapter "Consume it: the peltier skill" (docs/src/skill.md): install
paths and the harness matrix, the ZeroClaw script-blocking variant, the
gate order verify mode enforces, the refusal doctrine, and exactly which
of these claims CI asserts. Numbers carry their CI and workload.
- SUMMARY.md, architecture.md (layout now lists the skill + mirror),
reproduce.md, introduction.md: cross-links to the chapter.
- docs.yml: pull requests now BUILD the book (never deploy) — a broken
chapter or dangling include is a red PR check, not a post-merge surprise.
Also closes an audit finding: the book rebuilds when results/** changes,
since case-study chapters {{#include}} evidence files from there.
Book build verified locally with mdbook 0.4.x (skill.html renders).
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
The project ships as peltier.io; "hotpath" was the placeholder working name
(CLAUDE.md: "Rename freely; nothing depends on it"). Replaces the product
name in the README front page and every mdBook source chapter — book title,
nav header, and prose ("Peltier profiles…", "Peltier sells…") — plus the
theme CSS comment.
The metaphor is unchanged (a Peltier device is a thermoelectric cooler:
"spot cooling for hot paths"), and the literal noun phrase "hot paths"
stays. Two code identifiers are intentionally left as-is because they are
not prose: the `agent/hotpath_agent/` Python module path and the
`HOTPATH_ISOLATION` env var — renaming those is a code change, not a docs
one.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
Phase 5 write-up for the two SPEC §13 forks now that both are built:
- results/phase5/README.md — the full argument for each fork, with the
kernel-lane demo and learned-policy ranking tables and reproduce commands.
- results/phase5/learned-policy.txt — captured `cargo run -p policy` output
over the 34-row ledger.
- docs/src/research-forks.md — new mdBook chapter, wired into SUMMARY.md.
- docs/src/roadmap.md — Phase 5 row added; the Frontier section rewritten
from "out of scope" to "built, both routed to human review", with the
honest note that the actual GPU run needs GPU hardware absent here.
- CLAUDE.md — Phase 5 COMPLETE status paragraph.
No trust-layer or gate change; this is documentation of work already
committed (learned policy b7297ad, kernel lane 5abeb60).
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
- docs/: an mdBook documentation site — thesis, architecture, measurement
discipline, equivalence gates, agent loop, isolation/anti-reward-hacking,
playbook, ROI, reproduce, roadmap, and the five case studies (pulled from
their single source in results/ via {{#include}}). Builds clean (21
pages).
- .github/workflows/docs.yml: builds mdBook and deploys to GitHub Pages on
push to main (one-time setup: Settings → Pages → Source = GitHub Actions).
- README.md: rewritten as the project front page — the thesis, the verified
results table, layout, quick start, how it stays honest, links to the
book. Replaces the stale Phase-0-era text.
Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01EcKPWQ3MQD4NdEHwar96u2
benbrownandClaude Fable 5