Don’t design the workflow.Capture the run that worked.
rote observes the tools, checks, corrections, and execution order in a successful agent run, then captures the working method as a Play. Any harness can replay it with fresh inputs.
Takes about 2 minutesNo workflow to design
THREE WAYS IN
Choose based on how much guidance you want.
01
HAND THIS PLAY TO YOUR AGENT
The Play contains its own setup and run instructions. Paste this into any harness.
Fetch this rote Play and follow its instructions: https://play.modiqo.ai/modiqo/hello
Set up rote for your harness, then capture repeated work worth keeping.
CHOOSE SETUP↓
LIVE PLAY · MODIQO/HELLOLOCAL EXECUTION
ONE PLAY URI · YOUR HARNESS
Paste a Play into the harness you already use.
Claude CodeHermes AgentCodex AppKKimiCursorPi Coding Agent
ONE EXPERT-GUIDED RUN · EVERY AGENT AFTER
The work gets done.The expertise stays.
An expert steers one successful run. rote keeps every tool choice, correction, boundary, and check. The method becomes a play any agent can run.
THE WORK · HAPPENING ONCELIVE
YOUR AGENTAre my agent harnesses up? working across the computer
01
APIAsked seven servicesseven answers
02
BROWSERChecked the wider webone public status
03
SHELLRead versions and usagethree local facts
04
SHELLBrought the answers togethera useful brief
Useful work is happening. Without rote, the way it worked disappears with the run.
THE PLAY · READY WHENEVER YOU NEED ITSEALED
ROTE PLAY · 04 STEPS
Are my agent harnesses up?
READY TO RUN
01
Ask the servicesseven answers become the next step’s inputAPI
READ ONLYKEPT
02
Check the wider webthe public status is kept with its sourceBROWSER
READ ONLYKEPT
03
Read this machinelocal facts stay on this machineSHELL
READ ONLYKEPT
04
Compose the briefthe same method returns a fresh answerSHELL
READ ONLYKEPT
READSpublic pages + this machineWRITESnothing
READ ITevery step visibleRUN ITsame method, fresh resultSHARE ITone link carries the way
THE RUNThe expert guides. The agent acts.
THE TRACErote keeps the path that worked.
@1–7answers@8status@9–11machine@12brief
RUN→TRACE→PLAY
↔
↔ DRAG TO COMPARE
FROM INTENT TO DURABLE EXECUTION
One intent becomes a traceable Play.
rote expresses the work through explicit modalities. Their request and response units form a dependency trace; the successful trace becomes a Play that can be retrieved and run again.
LOCAL SANDBOX · OBSERVABILITY ONINTENT → DURABLE TRACE → PLAY
INFERENCEAre my agent harnesses up?
intent chooses the work
APIrote probe
typed API request
BROWSERrote browse
browser ledger slice
SHELLrote proc
bounded local process
COMPOSEextract
answer from dependencies
intent
INPUT
@1–7API@8BROWSER@9–11SHELL
MODALITY EXECUTION
@12EXTRACT
COMPOSED RESPONSE
INDEXPLAYSHARE
PLAY HANDOFF
DURABLE EXECUTION TRACE
Every @ unit keeps its request, response, timing, and dependencies inside the sandbox.
CREATES
PLAY · INDEXED FOR RETRIEVALHarness health↗ SHARE WITH A COLLEAGUE
https://play.modiqo.ai/modiqo/hello
LATER INFERENCECheck the harnesses again.
→
⌕ PLAY RETRIEVEDSame proven path
→
▶ EXECUTED IMMEDIATELYFresh @ units
MEASURED ON MODIQO/HELLO
Expertise that compounds.
One expert-guided run captures the method. Every agent after repeats it with fresh inputs instead of reasoning through the work again.
MEASURED RUN · MODIQO/HELLOONE CAPTURE / EVERY REPEAT
REASONING TOKENS PER RUNRELATIVE USE
EXPERT-GUIDED CAPTURE14,900
captured once
PLAY REPEAT~300
each run after
REASONING NOT REPEATED98%
less on every repeat
MEASURED REDUCTION(14,900 − 300) ÷ 14,900 = 97.99%SHOWN AS 98%
TEAM-SCALE EXAMPLE600 repeats / month
30 runs × 20 people, using the per-run costs above.
METHODMONTHLY COST
RE-REASON EVERY RUN600 × ~$0.11
~$66/mo
REPEAT THE PLAY600 × $0.0006
$0.36/mo
DIFFERENCE~$65.64 not spent re-reasoning
SOURCE · MODIQO/HELLO PLAY
Team costs are illustrative. Actual cost varies by model, pricing, task, and run frequency.
ONE LIBRARY · EVERY TEAM
Build a library of plays for the entire organization.
Sales, Marketing, DevOps, and AgentOps each turn a successful agent job into a reusable Play. One shared library gives the organization proven methods without forcing every team into the same harness.
FROM SUCCESSFUL JOB → SHARED PLAY4 TEAMS · 4 JOBS · ONE LIBRARY
CHOOSE A TEAM
SALES · SUCCESSFUL AGENT JOB
YOUR NEXT PLAY
What should we save today?
The next job your agent gets right. Work with your agent as usual. rote shows you the method and asks before keeping it as a Play. Nothing is saved without your say.
GUIDED SETUP · YOUR HARNESS
Start where your agents already work.
Choose a harness and copy one command. The onboarding plugin opens guided setup inside a fresh session.
YOUR HARNESSClaude Code or CodexYOUR MACHINEcredentials stay localYOUR SAYapprove every consequential step