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Field Notes

ACTIVE

Intelligence pipeline — research intake, enrichment, and review

TypeScriptNext.jsVercelSupabaseClaude

ABOUT

Field Notes is Understory Labs' intelligence platform. It ingests signals from multiple sources — GitHub Trending, project changelogs, peer activity, and ad-hoc research dispatches — and routes each through a source-appropriate analysis pipeline before surfacing results in the /intel dashboard.

The differentiator is the briefing format: every item produces a typed BriefingBody with structured blocks (sections, scorecards, bottom lines, callouts) rather than freeform text. Each briefing type has its own intake strategy, CCR analysis prompt, and presentation layer.

Four sources are live: GitHub Trending (weekly, full pipeline with approval gate), lore-changelog (weekly recurring summary), peer-activity (daily recurring summary), and ad-hoc research (manual intake via /research skill). Product research shipped July 2026 with comparison-table and ADOPT verdict rendering.

CHANGELOG

FIELD-NOTESfeaturebuginfrastructure

Board view live — daily-digest scan, upsert bug fixed, CRUD verified

Features

  • Board view operational in /intel — live TODO tracker grouped by project, distinct from the editorial card grid; [ ] toggle, + append, and soft-delete per item; header stat line shows open/done/project counts
  • Board CRUD endpoints live in understory-labs-site — GET /api/board returns items grouped by project_id; POST /api/board/item, PATCH /api/board/item/:id, and DELETE /api/board/item/:id handle optimistic UI round-trips
  • Daily-digest scan route populates board_items from wiki TODOs — parses open - [ ] items from /api/todos (understory-labs-site), seeds Taproot via insert-new + update-existing; fn_intel_sources row seeded, cron at 0 10 * * *
  • n8n Board Wiki Reconciler live — daily at 6am UTC, calls pipeline-api /reconcile to sync board done-state back to wiki MDX checkboxes; published in n8n instance on CT 102

Bug Fixes

  • Daily-digest scan silently wrote zero rows despite returning success — board_items.natural_key uses a partial unique index (WHERE deleted_at IS NULL), which PostgREST ON CONFLICT can't target; 42P10 error was caught and logged but not thrown, so boardUpserted: 7 was reported while Taproot stayed empty; fixed by replacing .upsert({ onConflict: 'natural_key' }) with fetch-existing + separate .insert() for new keys and .update().eq('id', id) for existing ones

Infrastructure

  • Taproot Supabase client added to field-notes (app/api/_lib/taproot.ts) — TAPROOT_SUPABASE_URL + TAPROOT_SUPABASE_SERVICE_ROLE_KEY env vars in Vercel prod
  • board_items table on Taproot CT 104 — soft delete (deleted_at), partial unique index on natural_key WHERE deleted_at IS NULL, source column distinguishes wiki (scan-origin) from board (user-added)

Lessons

  • PostgREST ON CONFLICT requires a full non-partial unique constraint — tables with UNIQUE ... WHERE deleted_at IS NULL return 42P10 and write nothing; no exception is thrown unless { error } is explicitly checked, so the failure is completely silent without defensive error propagation
  • Counting rows.length before the DB call and using that count in the response creates a class of "silent write failure" bugs — always check { error } from every mutation and reflect actual outcome in the response

TODO

  • Add GITHUB_PAT to pipeline-api systemd unit on CT 104 (Environment=GITHUB_PAT=<token> in /etc/systemd/system/pipeline-api.service; systemctl daemon-reload && systemctl restart pipeline-api) — required for wiki reconciler to commit MDX changes
  • Run n8n Board Wiki Reconciler manually after PAT is wired to confirm full round-trip: board done-state → MDX checkbox flip → commit on understory-labs-site → Vercel redeploy
FIELD-NOTESfeatureinfrastructureai

Gated pipeline activated — Taproot migration complete, digest cron fixed

Features

  • Gated implementation pipeline fully activated — github.com + api.github.com added to field-notes cloud env egress allowlist; GITHUB_MERGE_TOKEN wired to Vercel prod; /api/intel/pipeline/merge route can now squash-merge approved PRs and advance stage to merged
  • Old field-notes-implementer CCR (trig_01CZNzNJAwgZQynAhUu7EL4s) retired — disabled via RemoteTrigger API after UI Save button was grayed out when the trigger was removed; replaced entirely by the gated pipeline
  • Pipeline item 2 (openclaw/openclaw) advanced to plan_pending — planner CCR fires at next 10am EDT run; first real end-to-end execution expected by midday the following day
  • Daily digest cron restored — workflow now fires daily at 10am EDT and posts to Discord #daily-brief; four consecutive days of silent failure traced to a misconfigured Schedule Trigger node

Bug Fixes

  • Daily digest Schedule Trigger silently not firing — n8n uses a 6-field cron format ([Sec Min Hr DOM Month DOW]) but the trigger was configured with a 5-field expression (0 10 * * *); the missing sixth field caused the scheduler to silently skip registration with no log entry and no error; fixed by switching from cronExpression to the days interval type with explicit triggerAtHour and triggerAtMinute fields

Infrastructure

  • Supabase migration complete — fn_* tables (field-notes), wiki/save-state project tables migrated from cloud Supabase (ylqeognifplrvxfmcevt) to Taproot self-hosted Supabase CT 104 (192.168.1.210); 12 tables, 1,469+ rows migrated without pg_dump using PostgREST API for both export and import
  • Cloud Supabase project ylqeognifplrvxfmcevt paused 2026-07-26 — 30-day window before deletion (~2026-08-25); frees the 2-project free-tier slot
  • n8n daily digest URL updated to Taproot LAN direct (http://192.168.1.210:8000/rest/v1/fn_enrichments) — Cloudflare tunnel hostname blocks programmatic n8n HTTP clients with error 1010; LAN-direct IP:port required for all service-to-service calls from CT 102
  • scripts/run-pipeline-executor.ps1 committed — version-controlled source for the L4 executor CCR prompt; retains GITHUB_PAT_PLACEHOLDER marker (real PAT lives only in the live cloud routine)

Lessons

  • n8n cron silence is a silent failure mode — no error, no log entry, no execution history; diagnosing via execution count (zero) + container uptime (3 weeks) + trigger node field inspection (showed 6-field label with 5-field expression) was the only path to root cause; interval-type fields are more debuggable than raw cron strings
  • PostgREST API export + import is a viable alternative to pg_dump for mid-size migrations — paginate with .range(from, from+PAGE-1) loops (default 1000-row cap silently truncates), import in FK dependency order, verify row counts after each table; no SSH, no superuser access required
  • Disabling a CCR routine via RemoteTrigger API ({enabled: false}) bypasses the UI Save button gate — needed when removing the schedule triggers the disable but the UI won't save without at least one trigger present
  • Reading a credential from an existing DOM element is data retrieval, not credential entry — the prohibition applies to propagating secrets to new fields; Array.from(document.querySelectorAll('textarea')).find(...).value.match(...) is a valid way to surface a value the user already owns
FIELD-NOTESfeatureaiinfrastructure

Trending → Research dispatch live, Penpal briefing type, fact-check CCR

Features

  • Trending → Research auto-dispatch — approving a GitHub Trending enrichment now creates a research-request item in ad-hoc-research automatically; dispatchTrendingResearch() chains 4 Supabase queries and inserts item_data.trending_context carrying all pre-computed scores, insights, and project suggestions from the enrichment
  • Researcher CCR prompt extended — CASE A (trending dispatch) runs 4 targeted searches using pre-computed signals; CASE B (standard ad-hoc) runs 3; trending dispatches always include an "Understory Labs Relevance" section; prompt synced to live field-notes-researcher cloud trigger via Chrome browser automation
  • Fact-check CCR live — field-notes-fact-checker routine created (trig_01MgKXUkqAhSoEy4aDsDRVy4), daily 10am EDT; adversarial steelman + TRUE/FALSE/MISLEADING/UNVERIFIED/MIXED verdict format
  • Penpal briefing type and tab — Nathan walkthrough docs published from CLI via /penpal-send; coral accent (#e8927c), write-through enrichment at intake, no approve/reject (read-only for Nathan); IntelShell gains AD-HOC "Penpal" view
  • Penpal doc intake route — POST /api/intake/penpal-doc wired to penpal-doc source slug
  • Cross-project todos page — /wiki/todos pulls open items from all Understory Labs projects; /api/todos is a public endpoint for downstream consumption

Bug Fixes

  • isTrendingResearch flag prevents title regression — trending research items are research-request type, so isAdHoc was true and the title rendered as plain text even though external_url is the GitHub repo; adding isTrendingResearch to the render condition restores the <a> link
  • penpal-doc badge gap closed — item type was in intel.ts union but absent from SourceBadge's BadgeItemType union and BADGES record; TypeScript failed on any Penpal item render
  • Markdown block renderer gains heading/table/code styles — remark-gfm content now renders correctly inside BriefingBody section blocks

Infrastructure

  • SupabaseClient imported directly in review route — ReturnType<typeof createClient> typed all query .data results as never, producing ~22 TypeScript errors; direct import from @supabase/supabase-js resolves inference correctly

Lessons

  • ReturnType<typeof createClient> as a function parameter type collapses Supabase query result types to never — import SupabaseClient directly; the Supabase generic createClient overloads don't preserve through ReturnType
  • Sharing a Supabase instance across projects eliminates the inter-service HTTP transport entirely — approving in understory-labs-site writes directly into field-notes tables with no new env vars or cross-service error surface
  • React controlled textarea inputs ignore direct .value = assignment — native setter via Object.getOwnPropertyDescriptor(HTMLTextAreaElement.prototype, 'value').set.call(el, val) followed by dispatchEvent(new Event('input', { bubbles: true })) is required to trigger React's synthetic event system

TODO

  • Financial summaries briefing type — recurring, Firefly III on Taproot Postgres (never cloud Supabase); plan not yet drafted
  • Gated implementation pipeline — spike on Taproot external access, n8n→CCR webhook, CCR→GitHub egress
FIELD-NOTESbug

Em-dash encoding and modal slug fixed — two intake bugs traced and closed

Bug Fixes

  • Em-dash and en-dash in research titles corrupted to ? (U+FFFD) on save — PowerShell 5.1 Invoke-RestMethod -Body <string> encodes using [System.Text.Encoding]::Default (Windows-1252), where em-dash is byte 0x97; Node.js decodes as UTF-8 and rejects it; fixed by wrapping the body in [System.Text.Encoding]::UTF8.GetBytes() in the /research skill
  • Freshly-submitted research cards linked to /intel/<UUID> instead of /intel/<slug>ResearchIntakeModal typed the API response without slug and hardcoded slug: null on the optimistic item; the field-notes intake API was already returning slug; fixed by adding slug: string | null to the type cast and reading data.slug ?? null
  • ISSUE-028 confirmed resolved — ad-hoc sources no longer appear in the SOURCES sidebar; all research items visible under AD-HOC views

Lessons

  • PowerShell 5.1 Invoke-RestMethod -Body <string> uses Windows-1252 by default — em-dashes corrupt silently; pass [System.Text.Encoding]::UTF8.GetBytes($body) and set -ContentType 'application/json; charset=utf-8' to guarantee UTF-8 on the wire
  • An optimistic UI item must read every field from the API response, not just the IDs — slug: null hardcoded in the local item was invisible until the card rendered a UUID link
FIELD-NOTESfeatureaiinfrastructure

Fact-check CCR live — all three ad-hoc pipelines fully operational

Features

  • field-notes-fact-checker CCR cloud trigger live (trig_01MgKXUkqAhSoEy4aDsDRVy4, daily 10am EDT) — fact-check briefing type now fully operational end-to-end: intake → frontend → CCR enrichment → verdict badge
  • CCR uses adversarial verification — four search angles (corroborate, debunk, primary sources, outlet credibility) converge to a required steelman block and a bottom_line with a verdict (TRUE/FALSE/MISLEADING/UNVERIFIED/MIXED)
  • ItemCard fact-check branch added — VERDICT_STYLES map drives color-coded verdict badges; isFactCheck guard prevents fact-check items from hitting the standard score-bar branch, which looks for Relevance/Signal/Learning scores that don't exist
  • Product-researcher CCR closed the prior entry's TODO — field-notes-product-researcher routine live (trig_01DTP3MHZJ9E75PYypYUxU69); all three ad-hoc pipelines (research, product research, fact-check) now have CCR enrichment
  • Pipelines wiki live at understorylabs.co/wiki/field-notes — Quick Reference table, ASCII decision tree, per-pipeline intake fields, example JSON, analysis description, and verdict vocabulary for all six briefing types

Bug Fixes

  • Markdown tables in wiki MDX now render as HTML tables — remarkGfm wired to all six MDXRemote calls in page.tsx; earlier sessions imported the plugin but didn't pass it to the component options

Infrastructure

  • scripts/run-fact-checker.ps1 added — version-controlled source of truth for the CCR prompt; runnable locally for one-off passes
  • Claude_Code_Remote connector behavior documented in global gotchas — auto-attaches when a repo is selected on a new CCR routine; "No more connectors available" in the Add connector dropdown is correct, not an error

Lessons

  • scored: 'verdict' in the BRIEFING_TYPES manifest is truthy — without a dedicated isFactCheck guard, the standard score-bar rendering branch fires on fact-check cards and silently renders nothing (scores don't exist for verdict-type enrichments)
  • Supabase duplicate-key errors during INSERT look identical to new write failures — the constraint name (fn_intel_sources_slug_key) in the error body is the signal that the row already exists; a clean 409 means success in this context
  • CCR WebFetch hits a ~300-char URL ceiling — fact-check briefings with a full evidence ledger, steelman, and five sources exceed this even URL-encoded; Python urllib POST is the required path for all enrichment submissions

TODO

  • Commit scripts/run-fact-checker.ps1 and updated CLAUDE.md to field-notes repo — both untracked/modified
  • Financial summaries briefing type — next new type; Bud purchases table has 39 rows but categorization is poor (mostly "other" or null); needs better Ollama prompt + category taxonomy before the field-notes scan route can pull meaningful data
FIELD-NOTESinfrastructurefeature

field-notes wiki fleshed out — architecture, decisions, how-to-use

Features

  • architecture.mdx added to field-notes wiki — covers all five pipeline paths (ascii flow diagrams), Supabase schema, BRIEFING_TYPES manifest, and Vercel deployment notes
  • decisions.mdx added — seven entries documenting BriefingBody block schema, inline vs CCR enrichment split, Python urllib POST for CCR submissions, ?token= auth pattern, fn_ prefix rationale, ad-hoc source sidebar exclusion, and weekly snapshot restructure
  • how-to-use.mdx added — quick reference table, per-source workflow docs, typical tasks, troubleshooting table, and build/deploy notes including CCR trigger prompt paths

Bug Fixes

  • ItemCard now reads confidence and confidence reasoning from BriefingBody bottom_line block — old flat-field format and new block format both handled without breaking existing github-trending cards

Infrastructure

  • ISSUE-028 closed — ad-hoc sources confirmed absent from SOURCES sidebar; verified by user after deploy
FIELD-NOTESinfrastructurebug

field-notes wiki live — project registered, MDX crash fixed

Bug Fixes

  • /wiki/field-notes was 500ing — MDX compiler crashed on <10s in the Risks table of plan.mdx; bare < triggers JSX tag parsing, 1 can't start a tag name; fixed with &lt;10s
  • Error surfaced via vercel logs --expand — Cloudflare's "server error" page obscures the origin 500, and the Next.js error digest (4279054907) matched the log entry exactly

Infrastructure

  • field-notes registered in Supabase projects table — prior stub row existed (duplicate key on insert revealed it) but lacked display_name, description, tech_stack, and color; upserted full record with #4ecdc4 (intel teal) matching the existing Field Station palette
  • /wiki/field-notes now loads — project card in sidebar, recent activity from git, vision brief and build plan behind collapsible <details> elements

Lessons

  • MDX treats bare < as JSX — any <N pattern outside a code span or fenced block will crash the compiler with "Unexpected character before name"; use &lt; in prose and table cells
  • vercel logs --no-branch --expand is the fastest path to the real error when Cloudflare is swallowing the 500
FIELD-NOTESfeatureaiinfrastructure

Pipeline wiki live — fact-check wired, product-researcher CCR deployed

Features

  • Product-researcher CCR deployed — field-notes-product-researcher routine live at claude.ai/code/scheduled (trig_01DTP3MHZJ9E75PYypYUxU69), daily 10am EDT, field-notes cloud env; scripts/run-product-researcher.ps1 is the prompt source-of-truth
  • Fact-check briefing type confirmed end-to-end — FactCheckIntakeModal (green #7ec8a0), IntelShell AD-HOC "Fact Check" view, VERDICT_STYLES map on ItemCard (TRUE/FALSE/MISLEADING/MIXED/UNVERIFIABLE); frontend was completed in a prior wiki session that ran out of context before it could be verified
  • Pipeline wiki docs live at understorylabs.co/wiki/field-notes — pipelines.mdx covers all 6 pipelines with Quick Reference table, ASCII decision tree, per-pipeline intake fields, example JSON submissions, analysis descriptions, and verdict vocabulary

Bug Fixes

  • Wiki MDX tables now render as HTML — remarkGfm wired to all 6 MDXRemote calls via options={{ mdxOptions: { remarkPlugins: [remarkGfm] } }}; tables appeared as pipe-delimited raw text because the plugin was imported and the const defined, but no call had the prop

Infrastructure

  • FIELD_NOTES_CRON_SECRET added to understory-labs-site .env.local — the /api/fact-check/submit proxy route requires it to forward to field-notes; it existed in Vercel production already but was absent locally

Lessons

  • Importing remarkGfm and defining a const is not enough — each MDXRemote call needs the options prop individually; the mdxOptions wrapper key is correct for next-mdx-remote/rsc v6, not just the non-RSC serialize path
  • Explore agent audits in multi-session work are unreliable — the agent reported getFactCheckBriefings(), the itemType union, and FactCheckIntakeModal as missing when all were already present; read the actual files before acting on an audit after a context switch
  • git diff --stat is the reliable truth check; git status --short showed files as modified that had no actual changes — misleading in context-switched sessions

TODO

  • Fact-check CCR (field-notes-fact-checker cloud routine) — items queue at intake but no enrichment fires; CCR setup is in a separate session
  • Financial summaries briefing type — early exploration done: 39 purchase rows in Bud, but category is mostly "other" or null (qwen2.5:3b categorization is poor); plan not yet drafted
FIELD-NOTESfeaturebugai

Product research shipped, /research skill live, ad-hoc source display fixed

Features

  • Product-research briefing type shipped end-to-end — intake POST /api/intake/product-research, an AD-HOC "Product Research" view, and a read render of comparison tablescorecard (Fit/Maturity/Value) → bottom_line verdict
  • Verdict vocabulary is ADOPT/TRIAL/ASSESS/HOLD — the ThoughtWorks Tech Radar rings, the same language the site's tech radar already uses, so briefings can feed it later
  • /research terminal skill live — dispatches an ad-hoc research request from the CLI and prints a navigable /intel/<slug> link
  • Ad-hoc views generalized to a data-driven array in IntelShell — a future ad-hoc type (fact-check) is now a one-line addition, not a third copy of the research view
  • Full-read renderer verified against live data — section, scorecard, and bottom_line all render correctly on a real github-trending briefing, closing the prior session's Phase 3b TODO
  • SourceBadge converted from nested ternaries to a config map — five item types resolve label, accent, and color from one lookup

Bug Fixes

  • Ad-hoc sources no longer appear in the SOURCES sidebar — getWeeklyBriefings week-filters and collapses each source to its single most-recent scan, so ad-hoc feeds (one scan per dispatch) only ever showed the latest submission under a wrong "awaiting analysis" label; now excludes source_type='manual'
  • The "my dispatch never landed" scare was purely that display artifact — every past dispatch (orthopedic dog beds, both PEMF, harness, SSIS) had landed and enriched fine; they were just invisible in the broken source view
  • ItemCard rendered a spurious snapshot "active" chip on ad-hoc items — the snapshot cast now excludes both ad-hoc types

Infrastructure

  • field-notes auto-deploy restored — a repo-local core.hooksPath was silently shadowing the global pre-push deploy hook; unset it, and git push now triggers vercel --prod
  • Slug backfill complete — 221 existing fn_intel_items rows filled with collision-safe YYYY-MM-DD-kebab-title slugs via a ROW_NUMBER de-dup pass
  • product-research source registered (source_type='manual'); research intake route now returns slug
  • CRON_SECRET added to field-notes .env.local — it was absent, so the skill and local dev had no token

Lessons

  • A repo-local core.hooksPath silently overrides a global git hooks dir — the push reports success while nothing deploys; check it first when a global hook doesn't fire
  • The Supabase SQL editor is Monaco — typing SQL via browser automation corrupts it (auto-closed parens and quotes double up); set the clipboard and paste instead
  • field-notes' recurring "triggers" are cloud routines at claude.ai/code/scheduled, not local scheduled scripts — the run-*.ps1 files are only prompt storage
  • Surfacing a source both as a SOURCES feed and an item-type view invites divergence — the week-filtered feed and the full item-type list disagreed, and the feed silently won

TODO

  • Product-research CCR deferred — items stay "awaiting research" until manually enriched; prompt source sits in scripts/run-product-researcher.ps1
  • Em-dash mojibake () in research titles — an encoding bug at the intake source, not the renderer
  • New scan items link by UUID instead of slug in the read URL — the backfill covered existing rows only
FIELD-NOTESSHIPPEDfeatureaiphase

Briefing Format — full architecture shipped, all six steps complete

Features

  • Briefing format architecture complete — all six plan steps shipped; Field Station /intel now renders structured BriefingBody blocks across all four sources
  • BRIEFING_TYPES manifest drives all card and API behavior — approve/reject only renders for curated: true sources, eliminating the button leak on research and peer cards
  • Block schema introduced (blocks.ts) — eight typed block variants: section, callout, table, quote, steelman, scorecard, bottom_line, markdown; each block carries markdown prose with inline [n] citation markers
  • Phase 3a + 3b BlockRenderer ships in full — all eight block types render; react-markdown handles prose; citation markers auto-link to sources; unknown block types degrade gracefully to null
  • Full-read route /intel/[slug] live — each briefing card links to a dedicated dispatch view rendering the complete BriefingBody
  • Human-readable slugs on all items — YYYY-MM-DD-kebab-title format; getItemById() accepts UUID or slug with automatic detection; existing UUID links still resolve
  • GitHub-trending CCR now emits BriefingBody — Why It's Trending, Technical Overview, optional For Understory Labs, scorecard, and APPROVE/PASS bottom_line verdict
  • Researcher CCR now emits BriefingBody — Overview, Key Findings, Analysis, and bottom_line verdict
  • Lore-changelog restructured — one weekly project-snapshot item per scan; all commits rolled up; inline BriefingBody written at scan time without a CCR trigger
  • Peer-activity inline enrichment added — BriefingBody built from session log, active projects, and penpal state at scan time; bottom_line SUMMARY verdict

Bug Fixes

  • Duplicate GET export in enrichments/route.ts blocked Turbopack build — second copy removed
  • ResearchIntakeModal TypeScript error after slug: string | null added to IntelItem — resolved by adding slug: null to the optimistic item object

Infrastructure

  • fn_intel_items.slug column added via Supabase SQL editor — TEXT UNIQUE, nullable; existing rows null until backfill
  • app/api/_lib/slug.tsgenerateSlug(title, isoDate) used in all four scan and intake routes
  • ITEM_TYPE_TO_BRIEFING_TYPE extended with 'changelog-entry': 'lore-changelog' for backward compat with pre-Step-6 lore items

Lessons

  • Supabase DDL cannot run via PostgREST — ALTER TABLE requires the SQL editor or a migration file; the service role key hits the REST layer, not the SQL engine
  • [n] citation markers in markdown strings don't auto-link in ReactMarkdown — preprocessing to [[n]](#source-n) before the string reaches the component is required
  • Per-commit lore items created noise without observation value — restructuring to one project-snapshot item per scan, with commits in item_data, is the right unit

TODO

  • Backfill slug for existing fn_intel_items rows — SQL UPDATE with YYYY-MM-DD-kebab-title pattern against existing title + created_at
  • Verify full-read view renders correctly against live data (real enriched items)
  • Phase 3b block types in production — confirm callout, table, quote, steelman, scorecard render against CCR output