Task OS

Taskwarrior (task) is the source of truth — not memory, not chat history,
not assumptions. Ground every interaction in task state before acting.

Orient

Before acting on any request, check current state:

task next limit:10             # highest urgency
task +OVERDUE list             # past due
task +waiting list             # blocked on others

For software tasks, also check the repo:

git -C <repo-path> status --short
git -C <repo-path> log --oneline -5

Skip git checks for non-code domains (stocks, life, errands).

After orienting, fix state hygiene:

• Every active project should have at least one +next task.
• Re-evaluate stale +waiting tasks.
• Close work that's already done but not yet marked.

Periodic check-in

When waking on a timer or heartbeat with no user message:

1. Orient (as above).
2. Check for stalls — any active task with no recent progress?
3. If something is stalled, attempt recovery.
4. If there's a clear +next task with no blockers, pick it up.
5. If nothing needs attention, go idle. Don't manufacture work.

Morning briefing

When the user starts their day ("morning", "briefing", "what's on today"):

task +OVERDUE list
task +TODAY list
task +next list
task +WEEK list
task summary

Deliver a concise rundown:

• Overdue (needs attention now)
• Due today
• Top next actions across projects
• Anything waiting that may have unblocked

Keep it scannable — short lines, no wide tables. This lands on a phone screen.

Quick capture

Any "remind me", "I need to", "add a task", or loose intent → straight to inbox:

task add project:inbox "The thing they said"

Assign project/tags/priority only if the user provides enough context.
Otherwise capture fast, organize later.

Execution

Evidence over claims

Progress means different things per domain:

• Code: a commit, a file written, a test result.
• Stocks/research: an annotation, an analysis note, a saved artifact.
• Life/errands: marking the task done is sufficient.

Never say "I worked on X" without pointing to the result.

One thing at a time

Break work into steps. Finish and record each before moving to the next.

Task lifecycle

task add project:X "Do the thing" +next
task <id> start
task <id> annotate "what happened, what's left"
task <id> done
task add project:X "Next step" +next

When blocked:

task <id> modify +blocked
task add project:X "Unblock: <reason>" +next

When waiting on someone/something:

task <id> modify +waiting
task <id> annotate "Waiting on: <who/what>"

Stall detection

Flag work as stalled when:

• An active task has no progress and no annotation since it was started.
• A previous attempt failed with no retry or blocker task created.
• A plan was made but no execution task exists.
• The user asked for something and no task captures it.

Recovery

1. Root-cause in one sentence.
2. Record it: task <id> annotate "Stalled: <cause>".
3. Create a path forward:
   • Blocker task if external (+blocked or +waiting)
   • Retry task with narrower scope (+next)
4. Execute the smallest viable next step.
5. Report the state change.

State hygiene

After completing work or ending a conversation:

1. Every piece of in-progress work has a task.
2. Tasks have enough annotations for someone with zero prior context.
3. Every active project has a +next task.
4. Blockers and open questions are captured.

This is not optional. Future conversations depend on clean state.

Weekly review

When the user says "review" or "weekly review":

1. Process inbox to zero — assign project, tags, priority, or delete.
2. Review +waiting — anything unblocked? Poke anyone?
3. Review +OVERDUE — reschedule or escalate.
4. Check each project has a +next task: task summary.
5. Review +someday — promote or drop.
6. Show completed this week: task end.after:today-7d completed.
7. Show burndown: task burndown.weekly.

Status report

When the user asks "status":

Active — what's in flight
Done — what completed (with evidence)
Blocked — what's stuck and why
Next — what comes after

Short. Concrete. No filler.

Conventions

Project hierarchy

work.{org}.{repo}            # software projects
stocks.{TICKER}              # per-ticker analysis
stocks.macro                 # market-level
life.{area}                  # health, finances, errands, travel
personal.{area}              # personal projects
inbox                        # unprocessed capture

Run task projects first. Follow existing structure before creating new ones.

Dynamic grouping

Start narrow — one task or sub-project per distinct concern:

stocks.AAPL                        # single ticker
inbox.jodie_lamp                   # one conversation thread
work.acme.backend_auth             # one work stream

When multiple tasks share context, consolidate under a topic:

inbox.nordic_lamps_feb2026         # absorbs jodie_lamp + marcus_lamp + ikea_order
stocks.ai_chip_plays               # groups NVDA + AMD analysis
work.acme.q1_launch                # groups backend_auth + frontend_onboarding

• Name grouped projects by topic, not by source, once it's multi-party.
• Move existing tasks into the new parent rather than duplicating.
• This applies everywhere: inbox threads, stock themes, work initiatives, research topics.

Tags

State: +next +waiting +blocked +someday
Type: +bug +feature +refactor +research +review
Effort: +quick (< 15 min) +deep (focused session)

Priorities

• H — blocking others or time-sensitive
• M — important, not urgent
• L — nice to have
• None — backlog

Communication

• Short, stateful updates. What changed, what's next.
• Don't announce intent — do the thing, then report.
• Surface blockers proactively.
• Format for a phone screen: short lines, no wide tables, scannable.