99 sessions · peak 23/day
The backlog only grew because nothing could act on it.
- shipped: built, merged, verified
- in progress
- designed, not proven: machinery exists, no real result yet
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Project: Command
69 sessions in this report · active 7/7 days
Watches all ~65 of my projects and keeps their Claude Code setups optimized and running cleanly: surfacing CI failures, stale or unpushed work, and config drift, and proposing the fix from one seat. proof caseBefore a fix runs, Command commits its exact success metric and target to git, so the bar cannot move afterward to fit the result. false-provingA measure reporting success from random noise alone. Caught and bounded before the measure is trusted on a real case.
during this weekHeld unattended knowledge capture behind human review, traced a scheduled report that only looked broken, and rebuilt the public profile against claims the record actually supports.
archiveAutonomous remediation loop ran every firing, and kept meeting blocked work
The remediation loop fired on schedule through the week and faithfully claimed, classified, and reported on its top item each time. Its strongest candidates kept landing on work that is blocked outside the loop or needs a change to the operator's own authority rules, which the loop is deliberately barred from making, so little drained. The honest frontier is narrowing the loop's grant to where it can finish, and filing the rest as work for a human seat.
goal Build an always-aware autonomous operator that runs my standing goals with minimal hand-holdingNightly ops shift ran read-only against parked checkouts, and flagged a missed routine
The nightly ops shift clocked in on schedule but repeatedly found the main checkout parked on an unrelated branch with a dirty tree, which puts it into read-only mode by design. From there it still ran its self-checks and raised a deduplicated decision when the morning-letter routine went missing for several days running. The frontier is giving the shift a clean place to stand so it can advance work, not only observe it.
goal Keep a live status picture across all my projectsWeekly knowledge-base lint ran clean; the worktree sweep stayed blocked on an unmerged script
The weekly health check on the internal knowledge base passed both tiers with no operator hand-raises to clear. The companion routine that prunes stale working copies could not run, because its script still lives only on an unmerged branch, so it reported the blocker and stopped rather than acting from unreviewed code.
goal Build a signal engine that turns my own chat history into targeted improvementsRecovered durable facts the knowledge base had dropped, and corrected its own counts
A batch of backfilled sessions had quietly lost several durable facts on the way into the internal knowledge base, and a nightly log had miscounted its own substantive versus no-op work. Traced both, restored the dropped facts from their sources, and corrected the counts so the record matches what actually happened.
goal Build a signal engine that turns my own chat history into targeted improvementsCorrected a durable internal record that had gone false
A standing internal record was found to state something no longer true, and the error had real downstream cost. Traced every place the false claim was cited and applied the correction consistently, so the record matches reality instead of quietly misdirecting decisions made from it. The edits are in and routed for review.
goal Hold everything I publish to a hard quality and honesty barChecked the latest image model and corrected the premise before migrating the skills
A request to move the image-generation skills onto a newly released model started from the assumption it was a state-of-the-art upgrade. Checking the release first showed it was a lighter, cheaper variant rather than a new top model, which changes what migrating should even mean. Recorded that correction and scoped the skill updates around what the model actually is.
goal Maintain and grow an open-source library of Claude skills and hooksTracked the terminal windows interrupting play back to the ops guardian
Terminal windows kept opening and closing on the machine, breaking concentration during downtime. Traced the source to a guardian process that is working correctly but firing on a short interval with a visible console, and worked out the options to keep its value while stopping it from stealing focus.
goal Build an always-aware autonomous operator that runs my standing goals with minimal hand-holdingDiagnosed why the operator's backlog only grew, and built the missing actuator
The operator had excellent sensors and a real error signal but no way to act on it, so its queue only ever grew. Traced that open loop end to end, then built and wired the actuator path so a sensed problem can turn into a merged fix. The loop closes in principle; the frontier now is getting the eligible queue to actually drain against its own governance gates.
goal Build an always-aware autonomous operator that runs my standing goals with minimal hand-holdingPinned the operator's health readout to its real breaker and stopped it scraping logs
The operator's status readout for its language-model health was reading from log scraping, which drifts from the truth. Repointed it at the actual circuit breaker that governs that path, so the reported health matches the mechanism that enforces it.
goal Build an always-aware autonomous operator that runs my standing goals with minimal hand-holdingScheduled scouting and venture reads ran on their own cadence
Two standing background reads ran unattended: one scanning for open competitions worth entering and verifying which listings were still live, and one taking the weekly pulse on a venture's sprint plan from what could be measured without the operator present. Both produced their reports and updated the record.
goal Keep a live status picture across all my projectsStopped the operator's own dispatched work from starving the nightly knowledge digest
The nightly digest that keeps an internal knowledge base current reads a fixed budget of recent sessions per run. For several nights that budget was being eaten by the operator's own dispatched work packets, so real sessions never got read. Added a structural signal that detects those packets and excludes them, and stopped dropping scheduled runs a human later joined, so the scan window spends itself on genuine work again.
goal Build a signal engine that turns my own chat history into targeted improvementsMorning letter now reports publish lag and knowledge-base freshness
The daily operator letter summarizes the state of the standing goals. Taught it to also report how far behind the public work log has fallen and whether the knowledge base's cursor is advancing, so a stalled pipeline shows up in the letter instead of staying silent until someone notices.
goal Keep a live status picture across all my projectsMeasured whether the work-log publish gate has caught real problems
The weekly work log runs behind a safety gate meant to block anything inaccurate or private before it publishes. Went back through the gate's history to check the claim that it earns its place, and found it has caught real issues, while the stronger bar of catching every planted problem is not yet met. Recorded the honest split rather than the rounded-up version.
goal Ship an auto-updating weekly work log as honest proof of recent work Project: DemandForge
2 sessions in this report · active 2/7 days
A category-authority research engine: it earns trust by producing original, sourced research for a product category, then points that trust at products. The machine does the labor; I approve in about fifteen minutes a day.
during this weekGot the weekly search-visibility read as far as the live data, without a recorded result yet.
archiveMonthly trend read found the window choice decides whether the category flags
The monthly trend read finished the terms an earlier out-of-band read had left unfinished, and surfaced a genuine tension: the lead category looks flat on a short window but clearly rising on longer ones, so which window you pick decides whether a flag fires. Recorded that dependency instead of forcing a single verdict, and corrected an earlier claim that a flag had fired when it had not.
Weekly search read showed the thin-demand category still weakening
The scheduled search-visibility read pulled the tracked terms and found the category's demand has kept collapsing since launch, with none of the go criteria met. Ran it through a claim-mode review that corrected an over-strong reading before recording it, so the write-up leans on what the data supports rather than the rescue story.
Project: Personal R&D private
15 sessions in this report · active 5/7 days
Private experiments in agentic systems and tooling, kept off the public projects list. The kind of work that tests an idea end to end before it earns a name.
during this weekStood up a photo-to-three-dimensional-scene pipeline as a real control loop, then turned adversarial review on its own scoring and caught a circularity in how it graded itself.
Ran adversarial reviews on the reconstruction pipeline's own scoring
Put the reconstruction pipeline's self-scoring under adversarial review and found a circularity: the same reading was feeding both the score and the reference it was graded against. Diagnosed a shared cause behind a cluster of regressions, ran a retro on where the process loses realism, and folded the fixes back in. The machinery is honest now; a convincing end-to-end result is still ahead.
Built an agentic system that rebuilds a photo as a three-dimensional scene, run as a control loop
Continued a personal experiment: a system that looks at a single photo and rebuilds it as an editable three-dimensional scene, structured as a genuine feedback control loop with sensors, actuators, and convergence criteria rather than judgment calls. Completed a first outer-loop cycle, generalized the scoring so a new case derives its own reference band, and delegated heavy passes while keeping the verification honest.
Project: brycewatson.com
2 sessions in this report · active 4/7 days
This site: the writing, the build, and this work log itself, kept current and accurate.
during this weekCorrected the weekly log's per-project session attribution and tightened the preview and publishing routines around it.
archiveMigrated the site's page-image generator off a deprecated model
The script that generates this site's page images was calling an image model the provider has since deprecated. Rewrote it to use the current Gemini image model, cleaned up the failure paths so they report a clear message instead of leaking a raw stack trace, and opened the change for review. It is on a branch and waiting to merge.
goal Keep this site clean, accurate, and currentWeekly work-log preview routine checked the pipeline end to end
The Sunday preview routine ran ahead of the publish job, confirmed the branch, authored source, and generated report were all present and consistent, and cleaned up a leftover preview working copy from a prior run. A dry check that the honest pipeline still holds before anything opens for review.
goal Ship an auto-updating weekly work log as honest proof of recent work Project: honestweek
3 sessions in this report · active 1/7 days
An open-source tool that generates an honest weekly work log: it re-derives every number from real git and aborts the build rather than publish an unverified claim, and redacts private detail by rule. It is the engine that now generates this page.
during this weekKept project headers from showing fewer sessions or active days than the verified dated work beneath them.
archiveDrove an in-flight honestweek feature through a closed control loop
Picked up a paused honestweek build that a prior session had designed and proven not-yet-safe to ship, and ran it as a real control loop: measure, decide, act, re-measure. Authored the phase specs, farmed the token-heavy folding work out to Codex while keeping branches, commits, and verification under direct control, and drafted the epic that tracks it to done. The specs and plan are in hand; the phases are not all merged yet.
goal Ship an auto-updating weekly work log as honest proof of recent work Project: claude-global-skills
1 session in this report · active 1/7 days
My machine-wide Claude tooling, version-controlled behind a privacy guard so the automation that touches every project stays clean and auditable.
during this weekAligned the shared skill library across runtimes and added a safe message portal between them.
archiveDeployed the hardened session-portal skill over a stale installed copy
The installed copy of a skill was running a version that predated a security hardening merge, and had drifted from the source of truth. Confirmed the installed files were an untouched bulk deploy with no local work to lose, then replaced them with the hardened version so the running copy matches what was reviewed.
goal Maintain and grow an open-source library of Claude skills and hooks