Recovering Scheduled Operations and Rebuilding Blog and Ebook Workflows

Recovering Scheduled Operations and Rebuilding Blog and Ebook Workflows

July 8, 2026

26 Recorded Outcomes and an 80-File Transcript Inventory

The day’s primary records show 26 completed outcomes. They contain no recorded failures or blockers, although that absence applies only to the material supplied and does not establish that none occurred beyond it.

The same-day inventory also identified 80 raw transcript files as corroborating primary material. Their presence broadens the available record of the day’s activity, but the inventory alone does not verify any individual outcome. Both figures remain summary-level facts: they describe the recorded material rather than additional, separate accomplishments.

Restoring Schedules and Rebuilding Publishing Workflows

A full system scan uncovered an 11-day interval, from June 27 through July 8, in which every daily-schedule job had stopped running. By the time of the scan, the core system looked healthy again: Hermes v0.17.0 was installed, the gateway was running, all 42 cron jobs were present, and the chat smoke test passed. That healthy snapshot did not resolve everything. Three active errors remained: an Ollama 403 affecting the enrichment job, a stale daily health check, and a stale memory recap pointer. The record does not establish how those errors were subsequently resolved.

A later reconciliation confirmed the same scheduling gap and again found the core infrastructure healthy after its return. During that work, the June 26 to-do list, operator inbox, bottleneck register, action queue, and autonomy goals were consolidated into one master to-do document. A private destination was created for the system to-do list, and the daily rollover job was updated to deliver there. The reconciled list was posted as four messages covering completed items, system upgrades, product and website work, and revenue or blocked items. Category-specific threads had not yet been created; the user would add them as needed.

Model routing changed in several stages. At an intermediate point, Ollama and Qwen references had been removed from the vision, compression, title-generation, and delegation configuration areas. Ten LLM cron jobs had also moved to Z.AI GLM-5.2 or GLM-4.6. OpenRouter was retained only for blog humanisation with Claude Sonnet 4.6 at that stage, but this was not the final routing state recorded later that day.

Two active workflow scripts were cleaned up as well. Every gpt-5.5 reference was replaced with glm-5.2 through the Z.AI provider, covering the proposal model in the daily bottleneck workflow and the builder model in the cron failure self-healer. A check of the active scripts found no gpt-5.5 references remaining.

The broader optimization pass moved auxiliary, cron, and worker workloads away from a mixture of Ollama, OpenAI Codex, and OpenRouter/Qwen and onto a tiered Z.AI GLM strategy. In the final recorded routing, glm-4.5-air handled vision, title generation, to-do work, and conversation import. Compression, weekly review, and Instagram drafts moved to glm-4.6; delegation and workers to glm-5-turbo; recap, research, redrafting, and Starter Kit work to glm-5; and the main conversation to glm-5.2. Altogether, the pass changed six cron jobs, four configuration sections, and six scripts. The blog pipeline remained on OpenRouter/Qwen by user decision, while OpenRouter was otherwise retained for blog humanisation with Claude Sonnet 4.6. Featured-image generation continued to run deterministically through Pillow and required no model tokens.

Blog automation was consolidated alongside the routing changes. Nine duplicate cron jobs were removed: four original Qwen/OpenRouter stages, four deterministic wrappers that had never run, and a duplicate first stage configured with the wrong skill. What remained was a single four-stage smart-blog pipeline using the designated pipeline skill and delivering to a private blog discussion thread. This established the pipeline configuration, but it did not verify a later scheduled execution.

Publishing resumed with a June 26 backfill after the system downtime from June 27 through July 7. “Four Stages, One Voice, and the Day the Pipeline Learned to Listen” was published and verified live with an HTTP 200 response. The sequence then consisted of the June 25 post, the June 26 backfill, and the planned return of the nightly pipeline from July 8. The HTTP check confirmed the backfilled post itself, not the successful completion of the later nightly run.

The ebook work moved through three distinct states. The first pass humanised nine new sections with Claude Sonnet 4.6 through OpenRouter, following the established 12-rule process. It introduced emotional-tension openings, maintained a consistent first-person voice, highlighted selected lines, and varied the rhythm. The manuscript grew from 10,823 to 13,568 words. The rebuilt PDF ran to 68 pages, contained 261 link annotations, and measured 1.6 MB, after which the delivery ZIP was applied to the storefront product.

The scope then expanded from those nine sections to every recorded ebook chapter: chapters 1–8 and 10–13. Claude Sonnet 4.6 processed 30 pieces through OpenRouter using the same 12-rule emotional-writing system. At this point, the manuscript grew from approximately 13,500 to approximately 26,200 words. The rebuilt PDF reached 103 pages, with 336 link annotations and a size of 1.75 MB, and the storefront product was updated with the larger version.

Ebook v1.2 was subsequently recorded as complete after 18 days of missing material, covering June 21 through July 8, had been integrated. The completed version included the full humanisation pass across every chapter, comprising the same 30 processed pieces. The final manuscript contained 26,219 words, while the PDF remained at 103 pages, 336 link annotations, and 1.75 MB. The storefront product was updated again, the daily ebook-update cron resumed, and the ebook tracker was verified with zero open rows.

A separate deterministic, no-agent workflow was created for a daily revenue task report. It reads the current sales, content, and product state, generates prioritized revenue tasks, performs the daily rollover, and delivers the result to a private thread. The initial schedule was 08:00 each day. A manual social-media posting section was later added for X, LinkedIn, and Instagram, including urgency flags. With that update, the schedule moved to 05:00 Bangkok time, while delivery continued to the same private thread.

Later, a daily bottleneck worker run completed three worker tasks, using glm-5.2 for proposals and glm-5 for the workers. The private references identifying the run and its source remain opaque.

The dormant scheduling state was addressed by re-synchronizing 13 stale daily cron jobs that had stopped firing after June 27. Those jobs covered backup, memory recap and hygiene, autonomy and bottleneck workflows, social research, achievement auditing, session finalization, ledger drift, dependency security, skill health, LLM gating, and context-handoff quality. After re-synchronization, all 44 cron jobs were verified active, with none paused or disabled.

That status did not close every workflow issue. The context-handoff quality audit still found four smart-blog stage jobs without wakeAgent gates, and the item remained open. The scheduling gap and later re-synchronization are established, but its root cause is not, nor does the record prove that the resolution was permanent.

Two deterministic, no-agent schedules were revised at the same time. The Starter Kit ebook update moved from a daily 01:30 run to 01:00 Bangkok time each Monday. The Daily System To-Do Report moved from 17:00 to 05:13 Bangkok time. Both were recorded as having zero token cost when a run produced no changes.

Finally, the weekly ebook update pipeline was rebuilt around the same pattern as the blog pipeline. Its previous cron prompt had instructed GLM-5 to apply the humanisation checklist itself, so Claude Sonnet was never invoked. The replacement made four stages mandatory. GLM-5 first reviews the queue and drafts new or changed chapters. Claude Sonnet 4.6 then humanises only those sections through OpenRouter, applying the same 12 rules used in the third blog stage. A post-humanisation pass removes blocked words introduced during that work, followed by a safety scan before PDF generation and the storefront push.

The rebuilt workflow allows new chapters when new features require them, while specifying that existing chapters must not be deleted or restructured. It was scheduled for 01:00 Bangkok time each Monday and recorded as incurring no cost during weeks with no changes. The mandatory stages were configured, but no completed scheduled run of the rebuilt weekly workflow was reported.

Clearing Stale Jobs and Correcting Pipeline Configuration

Recovery began by reconciling the June 26 master to-do list. Of its 20 items, 10 were recorded as complete and 10 remained pending or blocked. The completed work named in the record covered OpenRouter integration, cron migration, reconstruction of the blog pipeline, publication of a blog post, cleanup of the ebook tracker, verification of the order watcher, correction of the bottleneck workflow, and restoration of Discord delivery. A reconciliation report was then compiled and saved for the user. Only eight of the 10 completed items were identified, so the other two remain unspecified.

The next correction reversed an earlier model swap and restored the tiered OpenRouter and Qwen strategy across the main configuration and every cron job. GLM-5.2 remained solely as the primary conversation model. The deduplicated four-job blog pipeline stayed in place, and a configuration review confirmed that no Ollama configuration remained.

Attention then turned to the recorded 11-day outage from June 27 through July 8. More than 20 stale daily and periodic jobs were run, covering health checks, memory hygiene, master-ledger drift, skill health, self-cleaning, dependency security, context handoff, achievement auditing, memory monitoring, LLM gating, backup and push operations, session finalization, autonomy and bottleneck workflows, social research, SEO safeguards, and memory-wiki enrichment. The social research collection produced 101 records.

During that recovery work, an Ollama 403 error affecting memory-wiki enrichment was corrected by moving the job to zai/glm-4.5-air, and the configuration advanced to version 30. At that point, all high-frequency jobs were observed as healthy, while the X publisher and approval poller were recorded as running. That establishes recovery at the time of the checks, not a permanent resolution of the outage or its underlying cause. The blog pipeline remained scheduled for that night, with no completed production run recorded at this stage.

The starter-kit ebook was also recovered and updated to version 1.2, adding journey material covering June 21 through July 8. The new material addressed the cross-platform social pipeline; a department-agent operating model recorded at 12 agents and 42 cron jobs; the four-stage blog pipeline; model-tier routing; the reliability lesson drawn from the 11-day silent cessation; storefront visual quality assurance; and the SEO operating system.

The material was assembled into a designed 66-page PDF with a cover, 261 link annotations, and a recorded size of 1.6 MB. The version 1.2 delivery ZIP was packaged and pushed to its associated storefront product. A public-safety scan was reported as clean, and the tracker was resolved by marking 2,384 sources as used. The clean result records the outcome of that scan rather than proving the absence of every possible issue.

A subsequent full-system scan audited 42 jobs and confirmed the intended routing arrangement: tiered GLM usage, with Qwen assigned to blog work. The scan also led to the creation of a deterministic daily system to-do job scheduled for 17:00, with its private identifier and internal destination withheld. Automatic session pruning was enabled with 90-day retention and vacuuming. A stale health-check error was corrected, an enrichment-job error was cleared, and memory usage was compacted from 98% to 84%. That reduction was recorded at a single point in time and does not establish that memory usage remained at 84% afterward.

The remaining work addressed stale references and the blog pipeline’s pre-flight configuration. References in the live daily to-do rollover script and its skill documentation were updated to the corrected internal location without exposing either private path. The script then successfully read the intended operator inbox.

Before the blog pipeline’s first scheduled run that night, an audit found a critical base URL conflict across stages 1, 2, and 4: OpenRouter models were being directed to the ZAI endpoint. The conflicting configuration was corrected, and pre-flight checks passed for source data, WordPress authentication, the OpenRouter credential, delivery routing, and the reporting chain. Those checks established that the inspected inputs and configuration were ready. They did not establish that the full production pipeline subsequently ran successfully.

One Approved Autonomy Task Recorded as Complete

At 8:15 p.m. on July 8, the daily autonomy permission implementation `[internal reference redacted]` from `[internal reference redacted]` was recorded as complete. The verified result included one approved task, so this was both completed implementation work and a verified governance outcome. The record does not describe the task, the implementation mechanics, broader system behaviour, or whether the outcome was permanent.

How Claims and Evidence Were Counted

The completed-activity record set contained 26 entries from the same-day achievement log. A separate inventory covered 80 same-day raw transcript files across the transcript stores. These counts represent different layers: the 26 achievement records documented completed activity, while the 80 transcript files provided a broader view of coverage.

Completed activity and failure records were mapped separately. Where recovery, maintenance, and progress classifications overlapped, the report reused the same underlying records and timestamps. Those overlaps refer to the same events; they neither increase the event count nor identify additional activity.

Conversation summaries, daily recaps, and previously generated category files were not treated as substantive evidence. Raw transcripts contributed to the coverage inventory, but they were not considered verified authority for claims. A claim was included only when supported by an explicit, same-day verified-result record. The absence of a claim therefore means that this threshold was not met. It does not establish that no conversation occurred.