Catalog / Business processes / Marketing / Customer-to-Advocate / Solicit Customer Reviews
reference process · marketing · 16 activities · 13 on the roster
Solicit Customer Reviews
An advocacy manager takes a review goal, has the rules of every target site read and written down, agrees with a legal reviewer what may be offered and what has to be disclosed, picks customers who are eligible to be asked and clears that list with the people who own those relationships, has the ask written and checked and signed, sends it, answers what comes back, replies to the reviews that appear, and reports what landed against the goal. Each review site publishes its own rules about who may be asked and about what may be offered in return, and those rules decide most of what this process is allowed to do, so they are read and recorded before a word of the ask is written.
The walk
The document
One run
Adoption
The activities
What happens in a run
16 activities from a review goal is set to the reviews are collected on the target sites, 3 of them gates a person has to sign. Drag the diagram to move along it.
Solicit Customer Reviews a review goal is set → the reviews are collected on the target sites
a name is taken off a site rule is broken changes requested a site removes what landed a review goal is set 1 Take in the Review Goal which sites, how many reviews, and by when 2 Read the Site Rules each site's policy on asking and on incentives 3 Set the Rules for Asking what may be offered and what must be disclosed a person signs · never an agent 4 Choose the Customers to A… pick who may be asked, against stated criteria 5 Clear the List with Accou… the relationship owners confirm or remove names a person signs · never an agent 6 Write the Ask the message, the reminder and the disclosure line 7 Check the Ask against the… the message and any incentive scored site by site 8 Get Sign-Offs a person approves the disclosure and the incentive a person signs · never an agent 9 Set up the Practical Side the send list, the schedule, and a link per site 10 Send the Ask the first ask goes out to the cleared list 11 Send the Reminder one reminder to those who have not answered 12 Answer What Comes Back questions, opt-outs and complaints from the ask 13 Watch the Reviews Land count what appears on each site against the goal 14 Reply to the Reviews reply on the site to what customers wrote 15 Report against the Goal the reviews landed, set beside what was asked for 16 Record What Was Learned what to repeat, what to avoid the reviews are collected on the target sites
The roster this process needs
Hover a name to see the activities it holds. A dashed one is a person, and stays one.
The document
The document, with the blanks marked
Everything in amber is yours to fill in: who owns it, when it takes effect, which platforms, which numbers, and who holds each activity. Everything else is the process, and it is the same wherever it is run.
Use in LangGraph
Use in Agent Framework
Use in CrewAI
Use in Google ADK
PROCESS: solicit customer reviews id: <team> /customer-reviews v1
from: ref/mkt/customer-reviews v1
owner: <who> effective: <date>
trigger: a review goal is set in <your advocacy planning process>
watch: record=<review goal>
system=<your advocacy planning process>
change=<a review goal is set for a period>
concurrency: runs may overlap - <how many> live at once, and one
customer is asked by one run at a time
goal: reviews collected on the sites the goal names, with every ask
made inside the rules of the site it points to and inside the
disclosure rules that apply
phases:
take-in-goal - human: read the goal and write down which sites
count, how many reviews each one needs, and by when
owner: advocacy-manager after: trigger
automation: <level>
read-site-rules - human: each target site's published policy on who
may be asked and on what may be offered, quoted and
dated at the version that was read
owner: researcher after: take-in-goal
by: <days> automation: <level>
set-ask-rules - convenes decide-and-announce: what may be offered,
what must be disclosed, and who may be asked
owner: <your legal role> after: read-site-rules
automation: never
choose-customers - human: the customers eligible under those rules,
each with the account standing behind the choice
owner: advocacy-manager after: set-ask-rules
by: <days> automation: <level>
clear-the-list - human: the person who owns each relationship
confirms the name or takes it off the list
owner: advocacy-manager after: choose-customers
by: <days> automation: never
write-the-ask - human: the ask, the reminder and the disclosure
line, written to the rules that were set
owner: copywriter after: set-ask-rules
by: <days> automation: <level>
check-the-ask - runs assessment: the message and anything offered
alongside it, scored against each site's rules and
against <your disclosure rules>
owner: advocacy-manager after: write-the-ask
by: <days> automation: <level>
get-sign-offs - convenes approval: legal and <who> sign the
disclosure and anything offered, as named signers,
against a version of the ask
owner: <your legal role> after: check-the-ask
by: <days> automation: never
practical-side - human: the send list with consent, opt-out and
suppression applied, the schedule, and one link
per site
owner: email-producer
after: get-sign-offs + clear-the-list
by: send-the-ask automation: <level>
send-the-ask - human: the named owner says go and the sending
system takes it from there
owner: advocacy-manager after: practical-side
automation: <level>
send-reminder - human: <how many> reminders to the customers who
have not answered, and none to anyone who declined
owner: advocacy-manager after: send-the-ask
by: <days> automation: <level>
answer-replies - human: answer the questions, record every opt-out,
and put complaints in front of a person
owner: community-manager after: send-the-ask
automation: <level>
watch-reviews - human: read the target sites and record each review
that appears, with its date and its wording
owner: coverage-monitor after: send-the-ask
automation: <level>
reply-to-reviews - human: reply on the site to what customers wrote,
inside what that site allows a company to post
owner: community-manager after: watch-reviews
automation: <level>
report-goal - runs collect-and-report: the reviews that landed on
each site, set against what the goal asked for
owner: advocacy-manager
after: watch-reviews + reply-to-reviews
automation: <level>
record-learnings - convenes debrief: what to repeat, what to avoid
owner: advocacy-manager after: report-goal
automation: <level>
run-scoped:
status - runs roll-call owner: advocacy-manager
every: <cadence>
from: choose-customers until: run close
asks - runs collect-and-report owner: advocacy-manager
every: <cadence>
from: send-the-ask until: run close
what was asked for, what was agreed, and what was refused
handoffs:
take-in-goal -> read-site-rules [target-sites]: the sites the goal
names, and how many reviews each one has to carry
read-site-rules -> set-ask-rules [site-rules]: each site's rules,
quoted, with the address they were read at and the date they were
read
set-ask-rules -> choose-customers [who-may-be-asked]: who may be
asked, and how long it has to be since that customer was last
asked for anything
set-ask-rules -> write-the-ask [what-may-be-said]: what may be
offered, what must be disclosed, and the wording each site requires
choose-customers -> clear-the-list [candidate-names]: the candidate
names, each with the account standing that put it on the list
clear-the-list -> practical-side [cleared-names]: the cleared names,
with every removal and the reason it was removed
write-the-ask -> check-the-ask [draft-ask]: the ask and the reminder
at a version, with anything offered alongside them stated in full
check-the-ask -> get-sign-offs [ask-scores]: the scored ask, every
finding citing the site rule it was scored against
get-sign-offs -> practical-side [approved-ask]: the approved ask at
the signed version. A later change voids the approval and sign-offs
run again
send-the-ask -> watch-reviews [send-record]: the date the ask went
out and the list it went to, so a review can be traced back to it
watch-reviews -> reply-to-reviews [reviews-landed]: each review with
its site, its date, its author and its wording
report-goal -> record-learnings [the-report]: the report, as
delivered
deviations:
clear-the-list -> choose-customers [name-taken-off]: an account owner
takes a name off the list, so the choosing is done again without it
check-the-ask -> write-the-ask [site-rule-broken]: the ask breaks a
site's rule, so the sentence that broke it is written again
check-the-ask -> set-ask-rules [approach-is-forbidden]: the site
forbids the whole approach, so the legal reviewer decides again
what the ask can be
get-sign-offs -> write-the-ask [sign-off-changes]: a signer comes
back with changes, and only the part they named reopens
watch-reviews -> read-site-rules [site-removes-reviews]: a site
removes what landed or flags the profile, so sending stops and the
site's rules are read again
any -> read-site-rules [site-changes-its-rules]: a site changes its
rules while the run is live, so sending stops and the ask is scored
again against the new rules
bindings:
roster: <who holds each role - agents claiming the abstract agents
above, and named people for legal, finance and the owner of
each customer relationship>
systems: the review sites (read), the review site accounts (write),
the sending system (write, cap: <n> contacts per send),
the advocacy record (write), the account standing record
(read), the CRM (read), the consent record (read),
the suppression lists (read), analytics (write)
data: the review goal, each target site's rules <date read> ,
<your disclosure rules> <version> , brand guidelines
<version> , <your claims register>
policy:
the rules of every site the ask points to are read and recorded
before the ask is written
every ask carries the disclosure the site's rules and <your
disclosure rules> require
no customer is chosen by how favourably that customer is expected to
write
nothing of value is offered in return for a review unless the site's
rules allow it and <who> approves it in writing
sign-off is a human gate and is never delegated to an agent
an ask changed after sign-off goes back through sign-offs
a customer who declines is recorded as declined, and is not asked
again for <how long>
nobody writes, edits or posts a review on a customer's behalf
measures:
cycle time: <target> from the goal to the first ask
volume: <reviews per period> , and <asks per customer per period>
quality gate: no ask goes out unsigned, and every ask that goes out
carries its disclosure
Copy
Take it somewhere
Use this process in LangGraph
close
Paste this into an assistant that can read the web, such as Claude, ChatGPT or Cursor. It reads the specification and the current LangGraph documentation, then writes two files: the graph, and a note on what did not survive the translation. Read the note first. What a runtime cannot express is the part worth arguing about, and this process is a draft to argue with.
copy the prompt
288 lines · the document is inside it, so nothing else is needed
Convert the business process below into a runnable LangGraph graph:
one Python file with a TypedDict state, a StateGraph, nodes, edges,
conditional edges and a checkpointer.
The document is a reference process written to the Agent Processes
specification. Read the specification before you start, because it defines
terms that look ordinary and are not:
https://agentcatalog.com/spec/agent-processes
Sections 6 (the phase graph), 6.5.1 (exception edges), 6.7.1 (deviations),
7 (automation) and 8 (handoffs) are the ones this conversion turns on.
Then read the current documentation for the primitives you will need, rather
than relying on what you remember of the API:
https://docs.langchain.com/oss/python/langgraph/interrupts
interrupt() and Command(resume=), which is how a gate stops a run
https://reference.langchain.com/python/langgraph/graph/state/StateGraph
StateGraph, add_edge, add_conditional_edges, defer
WHAT THE DOCUMENT ASKS FOR
These hold wherever the process lands, and they matter more than style.
1. Each phase under `phases:` becomes one step, and keeps its name.
2. `after:` gives the edges. `after: a + b` is a join and waits for BOTH.
Reading it as "either" is the defect the specification calls out by name.
3. Every handoff carries a key in square brackets. Each key becomes one field
on the run's state, named exactly as the key with hyphens turned into
underscores, and the sentence beside it becomes that field's comment. The key
is the stable name; the sentence is prose that may be rewritten.
4. A phase MUST NOT begin before its inbound handoff exists. Where that is
checkable, check it in the step rather than assuming it.
5. `automation: never` is a gate a person signs. The run stops there and does
not continue until a person's decision comes back. Do not turn one into a
notification, a log line, or an automatic transition, whatever the queue
looks like.
6. Each line under `deviations:` is a backward or sideways edge, returning to
the phase named on the right. The key in brackets names it, and that name
belongs in the code.
7. A phase whose `after:` reads like "X or Y, whichever could not finish" is an
exception edge: it is entered when those phases FAIL, not when they succeed.
Do not wire it as an ordinary successor.
8. Anything in angle brackets is a blank the adopting organization fills in.
Leave each one as a named constant at the top of the file with a TODO. Do not
invent a value, a threshold or a date.
9. Record the document's `from:` line at the top of the file, so it says which
reference process and which version it was generated from.
10. Run-scoped lines under `run-scoped:` are work that runs alongside the whole
process rather than at one point in it, and a run may not close while one is
unfinished. Say in the code what you did about them, including if the answer
is that the runtime has nowhere to put them.
HOW THAT LOOKS IN LANGGRAPH
11. A phase is a node added with `add_node`, under the phase's own name.
12. The state is a TypedDict. Each handoff key is one field on it.
13. A join is the trap. `add_edge(["a", "b"], "c")` looks right and releases
once: when a backward edge re-enters ONE arm, the joined node never runs
again, and the run ends early reporting success rather than raising. Mark the
joined node `defer=True` and re-check inside it that both inbound handoffs
exist.
14. A gate is `interrupt()` inside the node, resumed with `Command(resume=...)`.
The platform lets anything at all call resume, so require the resumed value to
name a person and a date and refuse anything else. Say in the fidelity note
that this proves only that whoever resumed typed a name, because
`Command(resume=True)` from a scheduled job is indistinguishable from a person
signing.
15. A deviation is `add_conditional_edges` with a routing function named after
the key in brackets.
16. Pass a durable checkpointer rather than taking the in-memory default. The
gates wait days, and the default loses every paused run on restart.
17. Leave every phase body unimplemented, raising until somebody registers an
implementation. The automation level is a blank, so writing a body would
answer on the adopter's behalf whether an agent may do that work.
Produce a second file alongside it, `FIDELITY.md`, and treat it as the more
important of the two. The code is for whoever builds this. The fidelity note
is for whoever has to decide whether this platform suits the process at all,
and that is usually a different person who will never read the code.
It has three parts.
**What came across.** Briefly: how many phases became steps, how many handoff
keys became state fields, which gates stop the run, which deviations became
edges. Counts and names, not reassurance.
**What did not, and what was done instead.** One entry per gap. For each one,
say what the document requires, what the platform can actually express, what
you did in its place, and what breaks if somebody later removes your
workaround. This last part matters most: a workaround nobody understands is a
workaround somebody deletes.
**What a person still has to decide.** The blanks are not a translation
failure, they are the point of a reference process, so list what has to be
filled in before this could run against anything real, and say which of those
choices the platform constrains.
Write it in plain English for somebody who has not read the specification, and
do not soften it. A translation of a reference process is a draft to argue
with, not a build artifact, and the honest account of what was lost is the most
useful thing you will produce.
Here is the process document.
```
PROCESS: solicit customer reviews id: <team>/customer-reviews v1
from: ref/mkt/customer-reviews v1
owner: <who> effective: <date>
trigger: a review goal is set in <your advocacy planning process>
watch: record=<review goal>
system=<your advocacy planning process>
change=<a review goal is set for a period>
concurrency: runs may overlap - <how many> live at once, and one
customer is asked by one run at a time
goal: reviews collected on the sites the goal names, with every ask
made inside the rules of the site it points to and inside the
disclosure rules that apply
phases:
take-in-goal - human: read the goal and write down which sites
count, how many reviews each one needs, and by when
owner: advocacy-manager after: trigger
automation: <level>
read-site-rules - human: each target site's published policy on who
may be asked and on what may be offered, quoted and
dated at the version that was read
owner: researcher after: take-in-goal
by: <days> automation: <level>
set-ask-rules - convenes decide-and-announce: what may be offered,
what must be disclosed, and who may be asked
owner: <your legal role> after: read-site-rules
automation: never
choose-customers - human: the customers eligible under those rules,
each with the account standing behind the choice
owner: advocacy-manager after: set-ask-rules
by: <days> automation: <level>
clear-the-list - human: the person who owns each relationship
confirms the name or takes it off the list
owner: advocacy-manager after: choose-customers
by: <days> automation: never
write-the-ask - human: the ask, the reminder and the disclosure
line, written to the rules that were set
owner: copywriter after: set-ask-rules
by: <days> automation: <level>
check-the-ask - runs assessment: the message and anything offered
alongside it, scored against each site's rules and
against <your disclosure rules>
owner: advocacy-manager after: write-the-ask
by: <days> automation: <level>
get-sign-offs - convenes approval: legal and <who> sign the
disclosure and anything offered, as named signers,
against a version of the ask
owner: <your legal role> after: check-the-ask
by: <days> automation: never
practical-side - human: the send list with consent, opt-out and
suppression applied, the schedule, and one link
per site
owner: email-producer
after: get-sign-offs + clear-the-list
by: send-the-ask automation: <level>
send-the-ask - human: the named owner says go and the sending
system takes it from there
owner: advocacy-manager after: practical-side
automation: <level>
send-reminder - human: <how many> reminders to the customers who
have not answered, and none to anyone who declined
owner: advocacy-manager after: send-the-ask
by: <days> automation: <level>
answer-replies - human: answer the questions, record every opt-out,
and put complaints in front of a person
owner: community-manager after: send-the-ask
automation: <level>
watch-reviews - human: read the target sites and record each review
that appears, with its date and its wording
owner: coverage-monitor after: send-the-ask
automation: <level>
reply-to-reviews - human: reply on the site to what customers wrote,
inside what that site allows a company to post
owner: community-manager after: watch-reviews
automation: <level>
report-goal - runs collect-and-report: the reviews that landed on
each site, set against what the goal asked for
owner: advocacy-manager
after: watch-reviews + reply-to-reviews
automation: <level>
record-learnings - convenes debrief: what to repeat, what to avoid
owner: advocacy-manager after: report-goal
automation: <level>
run-scoped:
status - runs roll-call owner: advocacy-manager
every: <cadence>
from: choose-customers until: run close
asks - runs collect-and-report owner: advocacy-manager
every: <cadence>
from: send-the-ask until: run close
what was asked for, what was agreed, and what was refused
handoffs:
take-in-goal -> read-site-rules [target-sites]: the sites the goal
names, and how many reviews each one has to carry
read-site-rules -> set-ask-rules [site-rules]: each site's rules,
quoted, with the address they were read at and the date they were
read
set-ask-rules -> choose-customers [who-may-be-asked]: who may be
asked, and how long it has to be since that customer was last
asked for anything
set-ask-rules -> write-the-ask [what-may-be-said]: what may be
offered, what must be disclosed, and the wording each site requires
choose-customers -> clear-the-list [candidate-names]: the candidate
names, each with the account standing that put it on the list
clear-the-list -> practical-side [cleared-names]: the cleared names,
with every removal and the reason it was removed
write-the-ask -> check-the-ask [draft-ask]: the ask and the reminder
at a version, with anything offered alongside them stated in full
check-the-ask -> get-sign-offs [ask-scores]: the scored ask, every
finding citing the site rule it was scored against
get-sign-offs -> practical-side [approved-ask]: the approved ask at
the signed version. A later change voids the approval and sign-offs
run again
send-the-ask -> watch-reviews [send-record]: the date the ask went
out and the list it went to, so a review can be traced back to it
watch-reviews -> reply-to-reviews [reviews-landed]: each review with
its site, its date, its author and its wording
report-goal -> record-learnings [the-report]: the report, as
delivered
deviations:
clear-the-list -> choose-customers [name-taken-off]: an account owner
takes a name off the list, so the choosing is done again without it
check-the-ask -> write-the-ask [site-rule-broken]: the ask breaks a
site's rule, so the sentence that broke it is written again
check-the-ask -> set-ask-rules [approach-is-forbidden]: the site
forbids the whole approach, so the legal reviewer decides again
what the ask can be
get-sign-offs -> write-the-ask [sign-off-changes]: a signer comes
back with changes, and only the part they named reopens
watch-reviews -> read-site-rules [site-removes-reviews]: a site
removes what landed or flags the profile, so sending stops and the
site's rules are read again
any -> read-site-rules [site-changes-its-rules]: a site changes its
rules while the run is live, so sending stops and the ask is scored
again against the new rules
bindings:
roster: <who holds each role - agents claiming the abstract agents
above, and named people for legal, finance and the owner of
each customer relationship>
systems: the review sites (read), the review site accounts (write),
the sending system (write, cap: <n> contacts per send),
the advocacy record (write), the account standing record
(read), the CRM (read), the consent record (read),
the suppression lists (read), analytics (write)
data: the review goal, each target site's rules <date read>,
<your disclosure rules> <version>, brand guidelines
<version>, <your claims register>
policy:
the rules of every site the ask points to are read and recorded
before the ask is written
every ask carries the disclosure the site's rules and <your
disclosure rules> require
no customer is chosen by how favourably that customer is expected to
write
nothing of value is offered in return for a review unless the site's
rules allow it and <who> approves it in writing
sign-off is a human gate and is never delegated to an agent
an ask changed after sign-off goes back through sign-offs
a customer who declines is recorded as declined, and is not asked
again for <how long>
nobody writes, edits or posts a review on a customer's behalf
measures:
cycle time: <target> from the goal to the first ask
volume: <reviews per period>, and <asks per customer per period>
quality gate: no ask goes out unsigned, and every ask that goes out
carries its disclosure
```
Take it somewhere
Use this process in Microsoft Agent Framework
close
Paste this into an assistant that can read the web, such as Claude, ChatGPT or Cursor. It reads the specification and the current Agent Framework documentation, then writes two files: the workflow, and a note on what did not survive the translation. Read the note first. What a runtime cannot express is the part worth arguing about, and this process is a draft to argue with.
copy the prompt
343 lines · the document is inside it, so nothing else is needed
Convert the business process below into a runnable Microsoft Agent Framework workflow:
one Python file with Executor classes, a WorkflowBuilder, typed edges,
request_info gates and durable checkpoint storage.
The document is a reference process written to the Agent Processes
specification. Read the specification before you start, because it defines
terms that look ordinary and are not:
https://agentcatalog.com/spec/agent-processes
Sections 6 (the phase graph), 6.5.1 (exception edges), 6.7.1 (deviations),
7 (automation) and 8 (handoffs) are the ones this conversion turns on.
Then read the current documentation for the primitives you will need, rather
than relying on what you remember of the API:
https://learn.microsoft.com/en-us/agent-framework/workflows/human-in-the-loop
ctx.request_info, @response_handler, and answering a parked run later
https://learn.microsoft.com/en-us/agent-framework/workflows/checkpoints
what a checkpoint holds, and allowed_checkpoint_types
https://learn.microsoft.com/en-us/agent-framework/concepts/workflows/edges
add_edge with condition, add_fan_in_edges, add_switch_case_edge_group
https://learn.microsoft.com/en-us/agent-framework/concepts/workflows/state
ctx.set_state and ctx.get_state as they actually are today
WHAT THE DOCUMENT ASKS FOR
These hold wherever the process lands, and they matter more than style.
1. Each phase under `phases:` becomes one step, and keeps its name.
2. `after:` gives the edges. `after: a + b` is a join and waits for BOTH.
Reading it as "either" is the defect the specification calls out by name.
3. Every handoff carries a key in square brackets. Each key becomes one field
on the run's state, named exactly as the key with hyphens turned into
underscores, and the sentence beside it becomes that field's comment. The key
is the stable name; the sentence is prose that may be rewritten.
4. A phase MUST NOT begin before its inbound handoff exists. Where that is
checkable, check it in the step rather than assuming it.
5. `automation: never` is a gate a person signs. The run stops there and does
not continue until a person's decision comes back. Do not turn one into a
notification, a log line, or an automatic transition, whatever the queue
looks like.
6. Each line under `deviations:` is a backward or sideways edge, returning to
the phase named on the right. The key in brackets names it, and that name
belongs in the code.
7. A phase whose `after:` reads like "X or Y, whichever could not finish" is an
exception edge: it is entered when those phases FAIL, not when they succeed.
Do not wire it as an ordinary successor.
8. Anything in angle brackets is a blank the adopting organization fills in.
Leave each one as a named constant at the top of the file with a TODO. Do not
invent a value, a threshold or a date.
9. Record the document's `from:` line at the top of the file, so it says which
reference process and which version it was generated from.
10. Run-scoped lines under `run-scoped:` are work that runs alongside the whole
process rather than at one point in it, and a run may not close while one is
unfinished. Say in the code what you did about them, including if the answer
is that the runtime has nowhere to put them.
HOW THAT LOOKS IN MICROSOFT AGENT FRAMEWORK
11. Write for Python, and read those pages before writing a line. This API has
moved: `set_shared_state`, `RequestInfoExecutor`, `RequestInfoMessage` and
`send_responses_streaming` are all in the training data and none of them exist
any more. The .NET workflow API differs in kind rather than in spelling, so a
file written for one does not port by renaming.
12. A phase is a class deriving from `Executor` whose `super().__init__(id=...)`
takes the phase name verbatim. The id is not cosmetic: a checkpoint stores a
signature over the topology and the executor ids, so an id built from a run, a
timestamp or a counter cannot be resumed into.
13. Give each phase a `@handler` method and move work on with
`await ctx.send_message(...)`. A handler that returns without sending is a dead
end: the branch stops, the run converges, and it reports success. So a phase
you are deliberately leaving unimplemented must still send a placeholder
onward. Do not stub with `raise NotImplementedError`, which fails the run
instead of leaving it runnable.
14. `after: a` is `builder.add_edge(a, b)`. `after: a + b` is
`builder.add_fan_in_edges([a, b], target)`, and the target's handler must be
annotated `list[T]`, because a fan-in delivers one aggregated list rather than
the separate messages. A handler typed for the single value is dropped as a
mismatch with nothing raised.
15. The join is the trap here, and it is the opposite of LangGraph's. The
barrier re-arms: it clears its buffer when it fires and then demands a fresh
message from every source. So a deviation that re-enters ONE arm parks the
run forever waiting for an arm that will not run again, and the workflow ends
IDLE reporting success. Wherever a deviation re-enters one arm of a join,
replace the barrier with an ordinary edge from each arm into a small executor
that records each arrival with `ctx.set_state` and only forwards when every
expected key is present, and say in a comment that putting `add_fan_in_edges`
back reintroduces the stall.
16. A phase that is both a join target and a deviation target needs two
handlers, one annotated `list[T]` for the barrier and one annotated `T` for the
backward message. Write only the list handler and every backward edge into it
is discarded as a type mismatch, silently.
17. `automation: never` is `await ctx.request_info(request_data=...,
response_type=...)` inside the phase, answered by a `@response_handler` on the
same executor whose annotations match those exact types. The run parks at
`IDLE_WITH_PENDING_REQUESTS` and the host answers with
`workflow.run(stream=True, responses={request_id: value})`. If no handler
matches the pair, the framework logs a warning and parks anyway, so the gate
reads as working right up until somebody asks why the approval did not take.
18. A gate is only a gate if the wait survives a restart, so pass
`checkpoint_storage=FileCheckpointStorage(...)` to the builder. Checkpointing
is off by default and `InMemoryCheckpointStorage` reads as configured while
persisting nothing. Register every handoff payload type in
`allowed_checkpoint_types`, or the first restore raises. Anything an executor
keeps as an instance attribute is absent after a restore unless you export it
from `on_checkpoint_save` and read it back in `on_checkpoint_restore`, and it
comes back empty rather than missing.
19. Each line under `deviations:` is `builder.add_edge(source, earlier,
condition=fn)` with `fn` named after the key. Cycles are legal and unchecked,
but raise `max_iterations` well above its default of 100, because several live
cycles will exhaust a budget sized for a straight line and fail with a message
about convergence that reads like a broken graph. Keep the ordinary forward
edge unconditional and add each deviation beside it: a condition that returns
false is dropped with no event, so a forward path expressed as a condition
dies silently on every normal run, which is most of them.
20. Handoff values go in `ctx.set_state(key, value)` and come back from
`ctx.get_state(key)`, untyped and unchecked. A write is visible to its writer
at once and to everyone else only in the next superstep, and two writers of one
key in a superstep keep the last write. Never read a key in the same superstep
another phase wrote it.
21. There are no timers, no deadlines and no scheduled wakes. Nothing in
`run-scoped:` becomes an executor and `by:` has no expression at all, so write
them as comments naming where they start and stop, and say plainly in the
fidelity note that a run can close over an unfinished run-scoped line. Do not
fake a deadline with a sleep inside a handler, which blocks the whole superstep
barrier, and never let an expiring wait release a gate.
Produce a second file alongside it, `FIDELITY.md`, and treat it as the more
important of the two. The code is for whoever builds this. The fidelity note
is for whoever has to decide whether this platform suits the process at all,
and that is usually a different person who will never read the code.
It has three parts.
**What came across.** Briefly: how many phases became steps, how many handoff
keys became state fields, which gates stop the run, which deviations became
edges. Counts and names, not reassurance.
**What did not, and what was done instead.** One entry per gap. For each one,
say what the document requires, what the platform can actually express, what
you did in its place, and what breaks if somebody later removes your
workaround. This last part matters most: a workaround nobody understands is a
workaround somebody deletes.
**What a person still has to decide.** The blanks are not a translation
failure, they are the point of a reference process, so list what has to be
filled in before this could run against anything real, and say which of those
choices the platform constrains.
Write it in plain English for somebody who has not read the specification, and
do not soften it. A translation of a reference process is a draft to argue
with, not a build artifact, and the honest account of what was lost is the most
useful thing you will produce.
Here is the process document.
```
PROCESS: solicit customer reviews id: <team>/customer-reviews v1
from: ref/mkt/customer-reviews v1
owner: <who> effective: <date>
trigger: a review goal is set in <your advocacy planning process>
watch: record=<review goal>
system=<your advocacy planning process>
change=<a review goal is set for a period>
concurrency: runs may overlap - <how many> live at once, and one
customer is asked by one run at a time
goal: reviews collected on the sites the goal names, with every ask
made inside the rules of the site it points to and inside the
disclosure rules that apply
phases:
take-in-goal - human: read the goal and write down which sites
count, how many reviews each one needs, and by when
owner: advocacy-manager after: trigger
automation: <level>
read-site-rules - human: each target site's published policy on who
may be asked and on what may be offered, quoted and
dated at the version that was read
owner: researcher after: take-in-goal
by: <days> automation: <level>
set-ask-rules - convenes decide-and-announce: what may be offered,
what must be disclosed, and who may be asked
owner: <your legal role> after: read-site-rules
automation: never
choose-customers - human: the customers eligible under those rules,
each with the account standing behind the choice
owner: advocacy-manager after: set-ask-rules
by: <days> automation: <level>
clear-the-list - human: the person who owns each relationship
confirms the name or takes it off the list
owner: advocacy-manager after: choose-customers
by: <days> automation: never
write-the-ask - human: the ask, the reminder and the disclosure
line, written to the rules that were set
owner: copywriter after: set-ask-rules
by: <days> automation: <level>
check-the-ask - runs assessment: the message and anything offered
alongside it, scored against each site's rules and
against <your disclosure rules>
owner: advocacy-manager after: write-the-ask
by: <days> automation: <level>
get-sign-offs - convenes approval: legal and <who> sign the
disclosure and anything offered, as named signers,
against a version of the ask
owner: <your legal role> after: check-the-ask
by: <days> automation: never
practical-side - human: the send list with consent, opt-out and
suppression applied, the schedule, and one link
per site
owner: email-producer
after: get-sign-offs + clear-the-list
by: send-the-ask automation: <level>
send-the-ask - human: the named owner says go and the sending
system takes it from there
owner: advocacy-manager after: practical-side
automation: <level>
send-reminder - human: <how many> reminders to the customers who
have not answered, and none to anyone who declined
owner: advocacy-manager after: send-the-ask
by: <days> automation: <level>
answer-replies - human: answer the questions, record every opt-out,
and put complaints in front of a person
owner: community-manager after: send-the-ask
automation: <level>
watch-reviews - human: read the target sites and record each review
that appears, with its date and its wording
owner: coverage-monitor after: send-the-ask
automation: <level>
reply-to-reviews - human: reply on the site to what customers wrote,
inside what that site allows a company to post
owner: community-manager after: watch-reviews
automation: <level>
report-goal - runs collect-and-report: the reviews that landed on
each site, set against what the goal asked for
owner: advocacy-manager
after: watch-reviews + reply-to-reviews
automation: <level>
record-learnings - convenes debrief: what to repeat, what to avoid
owner: advocacy-manager after: report-goal
automation: <level>
run-scoped:
status - runs roll-call owner: advocacy-manager
every: <cadence>
from: choose-customers until: run close
asks - runs collect-and-report owner: advocacy-manager
every: <cadence>
from: send-the-ask until: run close
what was asked for, what was agreed, and what was refused
handoffs:
take-in-goal -> read-site-rules [target-sites]: the sites the goal
names, and how many reviews each one has to carry
read-site-rules -> set-ask-rules [site-rules]: each site's rules,
quoted, with the address they were read at and the date they were
read
set-ask-rules -> choose-customers [who-may-be-asked]: who may be
asked, and how long it has to be since that customer was last
asked for anything
set-ask-rules -> write-the-ask [what-may-be-said]: what may be
offered, what must be disclosed, and the wording each site requires
choose-customers -> clear-the-list [candidate-names]: the candidate
names, each with the account standing that put it on the list
clear-the-list -> practical-side [cleared-names]: the cleared names,
with every removal and the reason it was removed
write-the-ask -> check-the-ask [draft-ask]: the ask and the reminder
at a version, with anything offered alongside them stated in full
check-the-ask -> get-sign-offs [ask-scores]: the scored ask, every
finding citing the site rule it was scored against
get-sign-offs -> practical-side [approved-ask]: the approved ask at
the signed version. A later change voids the approval and sign-offs
run again
send-the-ask -> watch-reviews [send-record]: the date the ask went
out and the list it went to, so a review can be traced back to it
watch-reviews -> reply-to-reviews [reviews-landed]: each review with
its site, its date, its author and its wording
report-goal -> record-learnings [the-report]: the report, as
delivered
deviations:
clear-the-list -> choose-customers [name-taken-off]: an account owner
takes a name off the list, so the choosing is done again without it
check-the-ask -> write-the-ask [site-rule-broken]: the ask breaks a
site's rule, so the sentence that broke it is written again
check-the-ask -> set-ask-rules [approach-is-forbidden]: the site
forbids the whole approach, so the legal reviewer decides again
what the ask can be
get-sign-offs -> write-the-ask [sign-off-changes]: a signer comes
back with changes, and only the part they named reopens
watch-reviews -> read-site-rules [site-removes-reviews]: a site
removes what landed or flags the profile, so sending stops and the
site's rules are read again
any -> read-site-rules [site-changes-its-rules]: a site changes its
rules while the run is live, so sending stops and the ask is scored
again against the new rules
bindings:
roster: <who holds each role - agents claiming the abstract agents
above, and named people for legal, finance and the owner of
each customer relationship>
systems: the review sites (read), the review site accounts (write),
the sending system (write, cap: <n> contacts per send),
the advocacy record (write), the account standing record
(read), the CRM (read), the consent record (read),
the suppression lists (read), analytics (write)
data: the review goal, each target site's rules <date read>,
<your disclosure rules> <version>, brand guidelines
<version>, <your claims register>
policy:
the rules of every site the ask points to are read and recorded
before the ask is written
every ask carries the disclosure the site's rules and <your
disclosure rules> require
no customer is chosen by how favourably that customer is expected to
write
nothing of value is offered in return for a review unless the site's
rules allow it and <who> approves it in writing
sign-off is a human gate and is never delegated to an agent
an ask changed after sign-off goes back through sign-offs
a customer who declines is recorded as declined, and is not asked
again for <how long>
nobody writes, edits or posts a review on a customer's behalf
measures:
cycle time: <target> from the goal to the first ask
volume: <reviews per period>, and <asks per customer per period>
quality gate: no ask goes out unsigned, and every ask that goes out
carries its disclosure
```
Take it somewhere
Use this process in CrewAI Flows
close
Paste this into an assistant that can read the web, such as Claude, ChatGPT or Cursor. It reads the specification and the current CrewAI documentation, then writes two files: the flow, and a note on what did not survive the translation. Read the note first. What a runtime cannot express is the part worth arguing about, and this process is a draft to argue with.
copy the prompt
348 lines · the document is inside it, so nothing else is needed
Convert the business process below into a runnable CrewAI Flow:
one Python file with a Pydantic state model, one Flow subclass, @start,
@listen, @router and a durable human feedback provider.
The document is a reference process written to the Agent Processes
specification. Read the specification before you start, because it defines
terms that look ordinary and are not:
https://agentcatalog.com/spec/agent-processes
Sections 6 (the phase graph), 6.5.1 (exception edges), 6.7.1 (deviations),
7 (automation) and 8 (handoffs) are the ones this conversion turns on.
Then read the current documentation for the primitives you will need, rather
than relying on what you remember of the API:
https://docs.crewai.com/en/concepts/flows
Flow, @start, @listen, @router, and_, or_, state, kickoff, plot
https://docs.crewai.com/en/learn/human-feedback-in-flows
@human_feedback, the provider protocol, from_pending and resume
https://docs.crewai.com/en/guides/flows/mastering-flow-state
@persist and what persistence actually promises, which is less than it sounds
WHAT THE DOCUMENT ASKS FOR
These hold wherever the process lands, and they matter more than style.
1. Each phase under `phases:` becomes one step, and keeps its name.
2. `after:` gives the edges. `after: a + b` is a join and waits for BOTH.
Reading it as "either" is the defect the specification calls out by name.
3. Every handoff carries a key in square brackets. Each key becomes one field
on the run's state, named exactly as the key with hyphens turned into
underscores, and the sentence beside it becomes that field's comment. The key
is the stable name; the sentence is prose that may be rewritten.
4. A phase MUST NOT begin before its inbound handoff exists. Where that is
checkable, check it in the step rather than assuming it.
5. `automation: never` is a gate a person signs. The run stops there and does
not continue until a person's decision comes back. Do not turn one into a
notification, a log line, or an automatic transition, whatever the queue
looks like.
6. Each line under `deviations:` is a backward or sideways edge, returning to
the phase named on the right. The key in brackets names it, and that name
belongs in the code.
7. A phase whose `after:` reads like "X or Y, whichever could not finish" is an
exception edge: it is entered when those phases FAIL, not when they succeed.
Do not wire it as an ordinary successor.
8. Anything in angle brackets is a blank the adopting organization fills in.
Leave each one as a named constant at the top of the file with a TODO. Do not
invent a value, a threshold or a date.
9. Record the document's `from:` line at the top of the file, so it says which
reference process and which version it was generated from.
10. Run-scoped lines under `run-scoped:` are work that runs alongside the whole
process rather than at one point in it, and a run may not close while one is
unfinished. Say in the code what you did about them, including if the answer
is that the runtime has nowhere to put them.
HOW THAT LOOKS IN CREWAI FLOWS
11. Build a Flow, not a Crew. A Crew is a team of roles with no graph, no join,
no persistence handle and no gate, and cannot express this document at all.
Each phase is one method on a single `Flow` subclass, keeping its name with
hyphens turned into underscores. A phase that genuinely needs role-based agents
builds its own Crew inside its own method body, and the Flow stays the graph.
12. Declare the state as a Pydantic model bound as the type parameter,
`class NegotiateTheAgreement(Flow[NegotiationState])`, and read and write
`self.state.field`. Never use the untyped dict form: the handoff keys are this
process's memory, and an untyped dict turns a misspelt key into a handoff that
is silently absent. Keep the auto-injected `id` field, which is what every
resume depends on.
13. `after: a` is `@listen(a)`. `after: a + b` is `@listen(and_(a, b))`. Never
write `or_` where the document writes `+`.
14. Check every inbound handoff at the top of the method and raise if one is
missing. `@listen` says when a method may run and says nothing about what is
in hand when it does.
15. The join is the trap, and it is proven rather than theoretical. `and_()`
empties its accumulator the moment it fires, so re-entering BOTH arms works
forever, and re-entering ONE arm after it has fired leaves it holding a single
trigger and waiting for the other for good. The cascade drains, CrewAI prints
that the flow completed, and `kickoff()` returns normally. So for any joining
phase that a deviation can send work back into, do not use `and_()` at all:
make the join a `@router` that both arms trigger, which reads the state fields
and emits its label only when every inbound handoff is present. A router is
re-evaluated against durable state every time and is never suppressed by the
once-fired set.
16. Do not write a phase as `@listen(or_(and_(a, b), "some_label"))`. There is
one accumulator per listener, shared across every branch of its condition and
wiped when any branch satisfies, so the label firing while the join is half
full erases the arm that had already arrived.
17. `automation: never` is `@human_feedback(message=..., provider=...)` stacked
under the method's `@listen`, with a provider whose `request_feedback` raises
`HumanFeedbackPending`. The run then persists, returns that object from
`kickoff()`, and a different process answers later with `from_pending(flow_id,
persistence)` and `resume(text)`. Do not take the default `ConsoleProvider`,
which calls `input()`: that gate exists only while somebody is watching a
terminal, and a run started by a scheduler either hangs or takes an empty
string.
18. Silence must not approve, and the platform's default is that it does. With
`emit=[...]` set, an empty resume collapses to `default_outcome`, or to the
first label when that is unset, with no model consulted and nobody named. Treat
an empty or unrecognised answer as a refusal in your own router. And write the
approver's name and the time onto the state yourself, because
`HumanFeedbackResult` carries the text, the outcome and a timestamp but has no
field for the person, which the specification requires.
19. Each line under `deviations:` is a `@router` named after the key, returning
a label named after the same key, with the target subscribing as
`@listen(or_(normal_trigger, "the_label"))`. Route rather than listen
directly, because a router is re-evaluated on every cycle while a top-level
`or_` listener is suppressed after it first fires.
20. An exception edge is a `try` and `except` around the failing phase's body,
recording the failure on the state and emitting an exception label from a
router. Wiring it as `@listen(or_(x, y))` fires when those phases SUCCEED, so
the clearing phase would run on every healthy run.
21. An unimplemented phase is a method with the document's own sentence as its
docstring and a bare `pass`, which is safe because listeners still fire on a
`None` return. An unimplemented `@router` is not safe: returning `None` emits
no label, every phase below it disappears from the run including the gates, and
the flow reports success. A stub router must return a hard-coded label with a
TODO beside it, or raise.
22. Turn persistence on with `@persist(SQLiteFlowPersistence(...))`, then treat
every phase that performs a real act as something that will run twice.
Persistence saves the state fields and nothing else, so a restart rehydrates
the data and runs the graph again from `@start`: a flow that had already sent a
written refusal sends a second one. Guard each acting phase with a state field
it checks and sets.
23. There are no timers, no deadlines and no cadences, and `run-scoped:` has no
counterpart at all. Put each `by:` value as a named constant, name the
run-scoped lines in the module docstring as unimplemented obligations, and say
in the fidelity note that no deadline in this document is enforced by anything.
These absences produce no diagnostic whatsoever, which is exactly why they have
to be written down.
Produce a second file alongside it, `FIDELITY.md`, and treat it as the more
important of the two. The code is for whoever builds this. The fidelity note
is for whoever has to decide whether this platform suits the process at all,
and that is usually a different person who will never read the code.
It has three parts.
**What came across.** Briefly: how many phases became steps, how many handoff
keys became state fields, which gates stop the run, which deviations became
edges. Counts and names, not reassurance.
**What did not, and what was done instead.** One entry per gap. For each one,
say what the document requires, what the platform can actually express, what
you did in its place, and what breaks if somebody later removes your
workaround. This last part matters most: a workaround nobody understands is a
workaround somebody deletes.
**What a person still has to decide.** The blanks are not a translation
failure, they are the point of a reference process, so list what has to be
filled in before this could run against anything real, and say which of those
choices the platform constrains.
Write it in plain English for somebody who has not read the specification, and
do not soften it. A translation of a reference process is a draft to argue
with, not a build artifact, and the honest account of what was lost is the most
useful thing you will produce.
Here is the process document.
```
PROCESS: solicit customer reviews id: <team>/customer-reviews v1
from: ref/mkt/customer-reviews v1
owner: <who> effective: <date>
trigger: a review goal is set in <your advocacy planning process>
watch: record=<review goal>
system=<your advocacy planning process>
change=<a review goal is set for a period>
concurrency: runs may overlap - <how many> live at once, and one
customer is asked by one run at a time
goal: reviews collected on the sites the goal names, with every ask
made inside the rules of the site it points to and inside the
disclosure rules that apply
phases:
take-in-goal - human: read the goal and write down which sites
count, how many reviews each one needs, and by when
owner: advocacy-manager after: trigger
automation: <level>
read-site-rules - human: each target site's published policy on who
may be asked and on what may be offered, quoted and
dated at the version that was read
owner: researcher after: take-in-goal
by: <days> automation: <level>
set-ask-rules - convenes decide-and-announce: what may be offered,
what must be disclosed, and who may be asked
owner: <your legal role> after: read-site-rules
automation: never
choose-customers - human: the customers eligible under those rules,
each with the account standing behind the choice
owner: advocacy-manager after: set-ask-rules
by: <days> automation: <level>
clear-the-list - human: the person who owns each relationship
confirms the name or takes it off the list
owner: advocacy-manager after: choose-customers
by: <days> automation: never
write-the-ask - human: the ask, the reminder and the disclosure
line, written to the rules that were set
owner: copywriter after: set-ask-rules
by: <days> automation: <level>
check-the-ask - runs assessment: the message and anything offered
alongside it, scored against each site's rules and
against <your disclosure rules>
owner: advocacy-manager after: write-the-ask
by: <days> automation: <level>
get-sign-offs - convenes approval: legal and <who> sign the
disclosure and anything offered, as named signers,
against a version of the ask
owner: <your legal role> after: check-the-ask
by: <days> automation: never
practical-side - human: the send list with consent, opt-out and
suppression applied, the schedule, and one link
per site
owner: email-producer
after: get-sign-offs + clear-the-list
by: send-the-ask automation: <level>
send-the-ask - human: the named owner says go and the sending
system takes it from there
owner: advocacy-manager after: practical-side
automation: <level>
send-reminder - human: <how many> reminders to the customers who
have not answered, and none to anyone who declined
owner: advocacy-manager after: send-the-ask
by: <days> automation: <level>
answer-replies - human: answer the questions, record every opt-out,
and put complaints in front of a person
owner: community-manager after: send-the-ask
automation: <level>
watch-reviews - human: read the target sites and record each review
that appears, with its date and its wording
owner: coverage-monitor after: send-the-ask
automation: <level>
reply-to-reviews - human: reply on the site to what customers wrote,
inside what that site allows a company to post
owner: community-manager after: watch-reviews
automation: <level>
report-goal - runs collect-and-report: the reviews that landed on
each site, set against what the goal asked for
owner: advocacy-manager
after: watch-reviews + reply-to-reviews
automation: <level>
record-learnings - convenes debrief: what to repeat, what to avoid
owner: advocacy-manager after: report-goal
automation: <level>
run-scoped:
status - runs roll-call owner: advocacy-manager
every: <cadence>
from: choose-customers until: run close
asks - runs collect-and-report owner: advocacy-manager
every: <cadence>
from: send-the-ask until: run close
what was asked for, what was agreed, and what was refused
handoffs:
take-in-goal -> read-site-rules [target-sites]: the sites the goal
names, and how many reviews each one has to carry
read-site-rules -> set-ask-rules [site-rules]: each site's rules,
quoted, with the address they were read at and the date they were
read
set-ask-rules -> choose-customers [who-may-be-asked]: who may be
asked, and how long it has to be since that customer was last
asked for anything
set-ask-rules -> write-the-ask [what-may-be-said]: what may be
offered, what must be disclosed, and the wording each site requires
choose-customers -> clear-the-list [candidate-names]: the candidate
names, each with the account standing that put it on the list
clear-the-list -> practical-side [cleared-names]: the cleared names,
with every removal and the reason it was removed
write-the-ask -> check-the-ask [draft-ask]: the ask and the reminder
at a version, with anything offered alongside them stated in full
check-the-ask -> get-sign-offs [ask-scores]: the scored ask, every
finding citing the site rule it was scored against
get-sign-offs -> practical-side [approved-ask]: the approved ask at
the signed version. A later change voids the approval and sign-offs
run again
send-the-ask -> watch-reviews [send-record]: the date the ask went
out and the list it went to, so a review can be traced back to it
watch-reviews -> reply-to-reviews [reviews-landed]: each review with
its site, its date, its author and its wording
report-goal -> record-learnings [the-report]: the report, as
delivered
deviations:
clear-the-list -> choose-customers [name-taken-off]: an account owner
takes a name off the list, so the choosing is done again without it
check-the-ask -> write-the-ask [site-rule-broken]: the ask breaks a
site's rule, so the sentence that broke it is written again
check-the-ask -> set-ask-rules [approach-is-forbidden]: the site
forbids the whole approach, so the legal reviewer decides again
what the ask can be
get-sign-offs -> write-the-ask [sign-off-changes]: a signer comes
back with changes, and only the part they named reopens
watch-reviews -> read-site-rules [site-removes-reviews]: a site
removes what landed or flags the profile, so sending stops and the
site's rules are read again
any -> read-site-rules [site-changes-its-rules]: a site changes its
rules while the run is live, so sending stops and the ask is scored
again against the new rules
bindings:
roster: <who holds each role - agents claiming the abstract agents
above, and named people for legal, finance and the owner of
each customer relationship>
systems: the review sites (read), the review site accounts (write),
the sending system (write, cap: <n> contacts per send),
the advocacy record (write), the account standing record
(read), the CRM (read), the consent record (read),
the suppression lists (read), analytics (write)
data: the review goal, each target site's rules <date read>,
<your disclosure rules> <version>, brand guidelines
<version>, <your claims register>
policy:
the rules of every site the ask points to are read and recorded
before the ask is written
every ask carries the disclosure the site's rules and <your
disclosure rules> require
no customer is chosen by how favourably that customer is expected to
write
nothing of value is offered in return for a review unless the site's
rules allow it and <who> approves it in writing
sign-off is a human gate and is never delegated to an agent
an ask changed after sign-off goes back through sign-offs
a customer who declines is recorded as declined, and is not asked
again for <how long>
nobody writes, edits or posts a review on a customer's behalf
measures:
cycle time: <target> from the goal to the first ask
volume: <reviews per period>, and <asks per customer per period>
quality gate: no ask goes out unsigned, and every ask that goes out
carries its disclosure
```
Take it somewhere
Use this process in Google ADK
close
Paste this into an assistant that can read the web, such as Claude, ChatGPT or Cursor. It reads the specification and the current ADK documentation, then writes two files: the workflow, and a note on what did not survive the translation. Read the note first. What a runtime cannot express is the part worth arguing about, and this process is a draft to argue with.
copy the prompt
339 lines · the document is inside it, so nothing else is needed
Convert the business process below into a runnable Google ADK workflow:
one Python file with a Workflow, nodes, routed edges, a JoinNode,
RequestInput gates and a persisting session service.
The document is a reference process written to the Agent Processes
specification. Read the specification before you start, because it defines
terms that look ordinary and are not:
https://agentcatalog.com/spec/agent-processes
Sections 6 (the phase graph), 6.5.1 (exception edges), 6.7.1 (deviations),
7 (automation) and 8 (handoffs) are the ones this conversion turns on.
Then read the current documentation for the primitives you will need, rather
than relying on what you remember of the API:
https://adk.dev/graphs/routes/
nodes, tuple chains, Event(route=), JoinNode, back-edges
https://adk.dev/graphs/human-input/
RequestInput and the rerun_on_resume handoff
https://adk.dev/runtime/resume/
ResumabilityConfig, resuming by invocation id, at-least-once tools
https://adk.dev/graphs/data-handling/
Event.output against state, and the selector syntax in instructions
WHAT THE DOCUMENT ASKS FOR
These hold wherever the process lands, and they matter more than style.
1. Each phase under `phases:` becomes one step, and keeps its name.
2. `after:` gives the edges. `after: a + b` is a join and waits for BOTH.
Reading it as "either" is the defect the specification calls out by name.
3. Every handoff carries a key in square brackets. Each key becomes one field
on the run's state, named exactly as the key with hyphens turned into
underscores, and the sentence beside it becomes that field's comment. The key
is the stable name; the sentence is prose that may be rewritten.
4. A phase MUST NOT begin before its inbound handoff exists. Where that is
checkable, check it in the step rather than assuming it.
5. `automation: never` is a gate a person signs. The run stops there and does
not continue until a person's decision comes back. Do not turn one into a
notification, a log line, or an automatic transition, whatever the queue
looks like.
6. Each line under `deviations:` is a backward or sideways edge, returning to
the phase named on the right. The key in brackets names it, and that name
belongs in the code.
7. A phase whose `after:` reads like "X or Y, whichever could not finish" is an
exception edge: it is entered when those phases FAIL, not when they succeed.
Do not wire it as an ordinary successor.
8. Anything in angle brackets is a blank the adopting organization fills in.
Leave each one as a named constant at the top of the file with a TODO. Do not
invent a value, a threshold or a date.
9. Record the document's `from:` line at the top of the file, so it says which
reference process and which version it was generated from.
10. Run-scoped lines under `run-scoped:` are work that runs alongside the whole
process rather than at one point in it, and a run may not close while one is
unfinished. Say in the code what you did about them, including if the answer
is that the runtime has nowhere to put them.
HOW THAT LOOKS IN GOOGLE ADK
11. Build a `Workflow` from `google.adk.workflow`, and pin `google-adk>=2.0` in
a comment. Do not use `SequentialAgent`, `ParallelAgent` or `LoopAgent`: they
are deprecated in favour of the graph, and they carry their own defects around
state and control flow. The documentation moved to adk.dev, and anything you
remember about nesting agents rather than drawing a graph is out of date.
12. Each phase is one node keeping its name. Take the node kind from how the
phase resolves rather than from taste: a `human:` or `system:` phase is a plain
Python function node, and a `runs` or `convenes` phase is an `Agent`.
13. `after:` gives the edges, written as tuple chains in `edges=[...]`, and the
trigger is the `"START"` keyword. Take the order only from `after:` lines and
never from the order the phases are listed in.
14. `after: a + b` is a `JoinNode`, and it must be guarded, because this is the
worst trap of any runtime here. The join fires when every static predecessor is
marked COMPLETED, nothing ever un-completes a node, and stored outputs are
never cleared. So after a deviation re-runs one arm, the join fires the instant
that arm finishes and hands the next phase LAST PASS'S value for every arm that
did not re-run. It does not stall, it proceeds with stale data, and nothing
logs. Stamp each arm's output with a pass counter or a content hash, and have
the phase after the join compare the stamps and refuse to run when they
disagree.
15. Each line under `deviations:` is a routed back-edge: a router after the
phase on the left returning `Event(route=...)`, named after the key in
brackets, with one arm going back to the phase on the right and one going
forward. An unconditional cycle raises at construction, which is the one place
this model checks your work. Nothing budgets a routed cycle, so add your own
count and stop rather than looping forever.
16. Give every router an explicit `DEFAULT_ROUTE` arm, and route it to a phase
that stops and asks a person. A route value matching no key writes a log
warning, ends that branch, and lets the run finish reporting success with the
rest of the process never having happened.
17. `automation: never` is a `RequestInput` node of its own, never an `Agent`
asking a question. Decorate it `@node(rerun_on_resume=False)` and yield
`RequestInput(message=..., payload=..., response_schema=...)`, so the run
stops, persists, and delivers the person's answer to the node's successor as
its typed input. A resumed workflow runs its tools at least once, so any
irreversible act needs its own duplicate guard.
18. Make the gates durable or say plainly that they are not. Wrap the graph in
`App(..., resumability_config=ResumabilityConfig(is_resumable=True))` and pass
a persisting session service, never the in-memory one. Note in the file that
the command line and the web UI cannot resume a run, so whoever releases these
gates needs an operator surface that somebody has to write.
19. Every `Agent` in the graph gets `mode="single_turn"` and no `sub_agents`.
A non-empty `sub_agents` list silently adds a transfer tool, and a model that
uses it runs a different agent in this node's place while the graph's outgoing
edge fires on schedule regardless: the topology is honoured perfectly and the
work belongs to somebody else.
20. Model failure as a route, not as an exception. A node that raises does not
propagate: the failure is caught, recorded, and shuts the workflow down without
raising to the caller. So a phase that can fail catches its own failure and
returns `Event(route="could-not-finish")`, and the exception phase hangs off
that arm.
21. Keep every blank as a named module-level constant and never interpolate one
into an `instruction=` string. Angle brackets and curly braces are ADK's own
data selector syntax inside instructions, so a blank pasted verbatim stops
being a blank and becomes a selector.
22. `by:` and `not-before:` have no expression, and `@node(timeout=)` is not
one: it is an in-process wall clock that cancels the node and, because failures
are swallowed, ends the run silently rather than recording a missed deadline.
Nothing in `run-scoped:` has an expression either, and it must not be faked as
an ordinary node, because a node has to be reached and has to finish before
anything downstream starts, which is the opposite of what those lines mean.
Leave both out of the graph and name them in the fidelity note.
Produce a second file alongside it, `FIDELITY.md`, and treat it as the more
important of the two. The code is for whoever builds this. The fidelity note
is for whoever has to decide whether this platform suits the process at all,
and that is usually a different person who will never read the code.
It has three parts.
**What came across.** Briefly: how many phases became steps, how many handoff
keys became state fields, which gates stop the run, which deviations became
edges. Counts and names, not reassurance.
**What did not, and what was done instead.** One entry per gap. For each one,
say what the document requires, what the platform can actually express, what
you did in its place, and what breaks if somebody later removes your
workaround. This last part matters most: a workaround nobody understands is a
workaround somebody deletes.
**What a person still has to decide.** The blanks are not a translation
failure, they are the point of a reference process, so list what has to be
filled in before this could run against anything real, and say which of those
choices the platform constrains.
Write it in plain English for somebody who has not read the specification, and
do not soften it. A translation of a reference process is a draft to argue
with, not a build artifact, and the honest account of what was lost is the most
useful thing you will produce.
Here is the process document.
```
PROCESS: solicit customer reviews id: <team>/customer-reviews v1
from: ref/mkt/customer-reviews v1
owner: <who> effective: <date>
trigger: a review goal is set in <your advocacy planning process>
watch: record=<review goal>
system=<your advocacy planning process>
change=<a review goal is set for a period>
concurrency: runs may overlap - <how many> live at once, and one
customer is asked by one run at a time
goal: reviews collected on the sites the goal names, with every ask
made inside the rules of the site it points to and inside the
disclosure rules that apply
phases:
take-in-goal - human: read the goal and write down which sites
count, how many reviews each one needs, and by when
owner: advocacy-manager after: trigger
automation: <level>
read-site-rules - human: each target site's published policy on who
may be asked and on what may be offered, quoted and
dated at the version that was read
owner: researcher after: take-in-goal
by: <days> automation: <level>
set-ask-rules - convenes decide-and-announce: what may be offered,
what must be disclosed, and who may be asked
owner: <your legal role> after: read-site-rules
automation: never
choose-customers - human: the customers eligible under those rules,
each with the account standing behind the choice
owner: advocacy-manager after: set-ask-rules
by: <days> automation: <level>
clear-the-list - human: the person who owns each relationship
confirms the name or takes it off the list
owner: advocacy-manager after: choose-customers
by: <days> automation: never
write-the-ask - human: the ask, the reminder and the disclosure
line, written to the rules that were set
owner: copywriter after: set-ask-rules
by: <days> automation: <level>
check-the-ask - runs assessment: the message and anything offered
alongside it, scored against each site's rules and
against <your disclosure rules>
owner: advocacy-manager after: write-the-ask
by: <days> automation: <level>
get-sign-offs - convenes approval: legal and <who> sign the
disclosure and anything offered, as named signers,
against a version of the ask
owner: <your legal role> after: check-the-ask
by: <days> automation: never
practical-side - human: the send list with consent, opt-out and
suppression applied, the schedule, and one link
per site
owner: email-producer
after: get-sign-offs + clear-the-list
by: send-the-ask automation: <level>
send-the-ask - human: the named owner says go and the sending
system takes it from there
owner: advocacy-manager after: practical-side
automation: <level>
send-reminder - human: <how many> reminders to the customers who
have not answered, and none to anyone who declined
owner: advocacy-manager after: send-the-ask
by: <days> automation: <level>
answer-replies - human: answer the questions, record every opt-out,
and put complaints in front of a person
owner: community-manager after: send-the-ask
automation: <level>
watch-reviews - human: read the target sites and record each review
that appears, with its date and its wording
owner: coverage-monitor after: send-the-ask
automation: <level>
reply-to-reviews - human: reply on the site to what customers wrote,
inside what that site allows a company to post
owner: community-manager after: watch-reviews
automation: <level>
report-goal - runs collect-and-report: the reviews that landed on
each site, set against what the goal asked for
owner: advocacy-manager
after: watch-reviews + reply-to-reviews
automation: <level>
record-learnings - convenes debrief: what to repeat, what to avoid
owner: advocacy-manager after: report-goal
automation: <level>
run-scoped:
status - runs roll-call owner: advocacy-manager
every: <cadence>
from: choose-customers until: run close
asks - runs collect-and-report owner: advocacy-manager
every: <cadence>
from: send-the-ask until: run close
what was asked for, what was agreed, and what was refused
handoffs:
take-in-goal -> read-site-rules [target-sites]: the sites the goal
names, and how many reviews each one has to carry
read-site-rules -> set-ask-rules [site-rules]: each site's rules,
quoted, with the address they were read at and the date they were
read
set-ask-rules -> choose-customers [who-may-be-asked]: who may be
asked, and how long it has to be since that customer was last
asked for anything
set-ask-rules -> write-the-ask [what-may-be-said]: what may be
offered, what must be disclosed, and the wording each site requires
choose-customers -> clear-the-list [candidate-names]: the candidate
names, each with the account standing that put it on the list
clear-the-list -> practical-side [cleared-names]: the cleared names,
with every removal and the reason it was removed
write-the-ask -> check-the-ask [draft-ask]: the ask and the reminder
at a version, with anything offered alongside them stated in full
check-the-ask -> get-sign-offs [ask-scores]: the scored ask, every
finding citing the site rule it was scored against
get-sign-offs -> practical-side [approved-ask]: the approved ask at
the signed version. A later change voids the approval and sign-offs
run again
send-the-ask -> watch-reviews [send-record]: the date the ask went
out and the list it went to, so a review can be traced back to it
watch-reviews -> reply-to-reviews [reviews-landed]: each review with
its site, its date, its author and its wording
report-goal -> record-learnings [the-report]: the report, as
delivered
deviations:
clear-the-list -> choose-customers [name-taken-off]: an account owner
takes a name off the list, so the choosing is done again without it
check-the-ask -> write-the-ask [site-rule-broken]: the ask breaks a
site's rule, so the sentence that broke it is written again
check-the-ask -> set-ask-rules [approach-is-forbidden]: the site
forbids the whole approach, so the legal reviewer decides again
what the ask can be
get-sign-offs -> write-the-ask [sign-off-changes]: a signer comes
back with changes, and only the part they named reopens
watch-reviews -> read-site-rules [site-removes-reviews]: a site
removes what landed or flags the profile, so sending stops and the
site's rules are read again
any -> read-site-rules [site-changes-its-rules]: a site changes its
rules while the run is live, so sending stops and the ask is scored
again against the new rules
bindings:
roster: <who holds each role - agents claiming the abstract agents
above, and named people for legal, finance and the owner of
each customer relationship>
systems: the review sites (read), the review site accounts (write),
the sending system (write, cap: <n> contacts per send),
the advocacy record (write), the account standing record
(read), the CRM (read), the consent record (read),
the suppression lists (read), analytics (write)
data: the review goal, each target site's rules <date read>,
<your disclosure rules> <version>, brand guidelines
<version>, <your claims register>
policy:
the rules of every site the ask points to are read and recorded
before the ask is written
every ask carries the disclosure the site's rules and <your
disclosure rules> require
no customer is chosen by how favourably that customer is expected to
write
nothing of value is offered in return for a review unless the site's
rules allow it and <who> approves it in writing
sign-off is a human gate and is never delegated to an agent
an ask changed after sign-off goes back through sign-offs
a customer who declines is recorded as declined, and is not asked
again for <how long>
nobody writes, edits or posts a review on a customer's behalf
measures:
cycle time: <target> from the goal to the first ask
volume: <reviews per period>, and <asks per customer per period>
quality gate: no ask goes out unsigned, and every ask that goes out
carries its disclosure
```
One run
A simulation of one run
The activities are on the left, whoever is doing the active one is on the right, and the record of the run builds up as it goes.
This run is built from the same rows as the diagram above: the left column is the activity list, the captions are the activity lines, the cast is the roster, and the labels on the wires are what the handoffs say actually passes.
Adoption
What you fill in
46 blanks to fill. Everything else is the process.
this process
from: ref/mkt/customer-reviews v1
Copy this line into your own document. It never claims this process is running anywhere; it records which draft yours started from, and it is what lets the catalog tell you when this one changes.
The header. Your own id, an owner, and the date it takes effect. One line records where it came from, and that line is what lets the catalog tell you when this reference process changes.
The roster. Which agent takes each activity, and which person takes each of the human ones. The process already names what it needs, so this is a lookup rather than a design exercise.
The numbers. Dates, budgets, cadences, and the targets in the measures block. Nothing here can be a reference value, because a target nobody chose is a target nobody meets.