freedom-intelligence/docs/daily-brief-playbook.md

Daily research brief — playbook

Audience: operator or agent executing target_repo: freedom-intelligence
Template: briefs/_template.md
Baseline memory: research/2026-07-24-baseline-field-survey.md
Sources: docs/sources-allowlist.md

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Purpose

Produce one curated brief per active day covering axes A–D when there is signal. Briefs are deltas from the baseline survey and prior briefs — not full resurveys.

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Idempotence

Rule	Detail
One brief per date	Path briefs/YYYY/MM/YYYY-MM-DD.md
Calendar	Prefer Europe/Berlin date in front matter
Skip empty days	Either omit file or write *No material delta.* in Headline deltas
Automation due bit	Cleared only by State Hub event fi_daily_brief after the brief exists on origin/main
Hub without git	A fi_daily_brief event with no matching file is a false completion. Run scripts/verify_brief_durability.py.

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Manual procedure

1. Orient

   • Read last 1–2 briefs if any; skim baseline § executive snapshot if first week
   • git pull on freedom-intelligence

2. Scan (docs/sources-allowlist.md) — 30–60 minutes cap

   • Capture only items that change capability, cost, access, or operability

3. Draft

   mkdir -p briefs/$(date +%Y/%m)
   cp briefs/_template.md briefs/$(date +%Y/%m)/$(date +%Y-%m-%d).md
   

   • Fill front matter (status: final when done)
   • Leave empty sections as *(none)*
   • Cite primary URLs

4. Collection candidates

   • Use inventory field names; set priority
   • Do not re-nominate a model already in inventory/catalog/
   • Do not invent parameter counts; cite the model card or mark unverified
   • If nominating: add or update inventory/catalog/{id}.yaml with status: candidate and collection.brief_refs

5. Lab implications

   • Link open workplans (FI-WP-*) only when action is real

6. Commit and push — brief + any catalog YAML must land on origin/main. A local-only commit does not complete the day.

7. Completion evidence (required for activity-core rhythm)

   Post State Hub progress only after origin has the commit:

   event_type: fi_daily_brief
   author: <agent-or-operator>
   summary: "FI daily brief YYYY-MM-DD"
   detail:
     repo: freedom-intelligence
     date: "YYYY-MM-DD"
     path: "briefs/YYYY/MM/YYYY-MM-DD.md"
     collection_candidates: 0
     pushed: true
     origin_sha: "<full sha>"
   

   If the brief is written but push fails, post event_type: executor_run with ok: false so due stays true.

   Workstation API often http://127.0.0.1:8000; remote tunnel ports per Custodian docs. See docs/state-hub-delivery.md.

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Automation consumer (activity-core design)

Organizer: activity-core (when / what / where) — not workstation cron.
Executor: rein-aharness on railiance01 (fi-research-brief).
Org playbook: activity-core/docs/recurring-automations-playbook.md.

When activity-core emits activity_task_spawn with target_repo: freedom-intelligence and labels including research-brief:

1. Railiance host timer (or manual) runs
   rein-aharness fi-research-brief --target-repo ~/freedom-intelligence
2. llm-connect drafts the brief; harness commits, pushes to origin, then posts fi_daily_brief with pushed=true
3. Idempotency: one brief file per date on origin; resolver clears due only then. Local commit without push must not clear due.

Do not install Claude Code / Codex on railiance01 for this rhythm.

Piece	Location
Definition	activity-definitions/fi-daily-research-brief.md
Ops	docs/recurrence-ops.md
Executor install	scripts/railiance-rhythm/install-on-railiance.sh
Workplan	FI-WP-0002 (finished)
Resolver	fi_brief_status in activity-core

Ops: load this repo’s definitions

# Dev
export ACTIVITY_DEFINITION_DIRS=.../freedom-intelligence
make -C ~/activity-core sync-activity-definitions

# Production: ConfigMap actcore-external-activity-definitions
# then POST /admin/sync?definitions=true&schedules=true

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Quality bar

Check	Pass
Signal	No filler paragraphs
Sources	At least one primary URL per non-empty axis row
Honesty	Benchmarks marked directional; prices “verify before budget”; sizes from the card
Collection	License + real size/class; never re-announce a cataloged id as a new release
Axes	C and D must be scanned; *(none)* is allowed only after a look
Length	Prefer one screen to three; deep dives go under research/

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First daily after baseline

The baseline survey (2026-07-24) already covers the field. The first daily should only list changes after that document’s research window. If nothing moved, a short no-delta brief still completes the rhythm and posts fi_daily_brief.