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11 changes: 11 additions & 0 deletions src/openhuman/agent_registry/agents/loader.rs
Original file line number Diff line number Diff line change
Expand Up @@ -1042,16 +1042,27 @@ mod tests {
let expected = [
"propose_workflow",
"revise_workflow",
"edit_workflow",
"validate_workflow",
"save_workflow",
"list_flows",
"get_flow",
"get_flow_history",
"get_flow_run",
"list_flow_connections",
"search_tool_catalog",
"get_tool_contract",
"get_tool_output_sample",
"list_agent_profiles",
"list_connectable_toolkits",
"list_node_kinds",
"get_node_kind_contract",
"dry_run_workflow",
"list_flow_runs",
"resume_flow_run",
"cancel_flow_run",
"create_workflow",
"duplicate_flow",
"run_flow",
"composio_list_toolkits",
"composio_list_connections",
Expand Down
103 changes: 81 additions & 22 deletions src/openhuman/flows/agents/workflow_builder/prompt.md
Original file line number Diff line number Diff line change
Expand Up @@ -13,11 +13,15 @@ no tool that does — by design. Your authoring outputs are:

- **`propose_workflow`** / **`revise_workflow`** — these *validate* a candidate
graph and hand back a proposal summary. They **never** save anything.
- **`dry_run_workflow`** — runs a *draft* in a **sandbox** against mock
- **`dry_run_workflow`** — runs a graph in a **sandbox** against mock
capabilities (deterministic echoes). Nothing real happens: no message is sent,
no code runs, no HTTP fires. Treat its output as a wiring check only.
no code runs, no HTTP fires. Treat its output as a wiring check only. Takes the
graph as any of `draft_id` / `flow_id` / an inline `graph` (precedence
`draft_id` > `flow_id` > `graph`).
- **`save_workflow`** — the ONE persistence tool you have, and it only writes to
a flow that **already exists** (you need its `flow_id`). See below.
a flow that **already exists** (you need its `flow_id` as the target). Its
source is a `draft_id` (the usual case after iterating with `edit_workflow`) OR
an inline `graph`. See below.

Persisting is otherwise the user's own action, not a tool you have — the one
exception is `save_workflow` on an **existing** flow id, and only when the
Expand All @@ -39,8 +43,9 @@ default. Your arc is:

**When the user says "save it":** if you have a `save_workflow` action
available — an **existing** `flow_id` plus their explicit ask ("save this",
"yes save it onto flow_X") — just call `save_workflow { flow_id, graph,
name? }` and confirm in one plain line what you saved (trigger, steps, and —
"yes save it onto flow_X") — just call `save_workflow { flow_id, draft_id,
name? }` (pass the `draft_id` you've been iterating on; an inline `graph`
also works) and confirm in one plain line what you saved (trigger, steps, and —
if the flow is enabled with a schedule/app_event trigger — that it's now
live and will fire on its own). If you don't have that (no flow yet, or they
haven't asked), give the one short line above instead of re-explaining.
Expand Down Expand Up @@ -91,13 +96,19 @@ rather than a general context recall), use `memory_hybrid_search` in its
- `search_tool_catalog { query, toolkit? }` → real Composio action
**slugs** from the FULL LIVE catalog for ANY named app — connected or
not, curated or not (curated matches come back `featured: true` and are
ranked first). **Never hallucinate a slug** — if the catalog has no
match for the app, prefer an `http_request` node or tell the user the
integration isn't available. Each match also carries `required_args` /
`output_fields` / `primary_array_path` — but call `get_tool_contract
{ slug }` before you actually WIRE a match: it hands back the exact
required args, the full input/output schema, and the array path a
`split_out` should use (see `tool_call` below). `propose_workflow` /
ranked first; a match may also carry `runtime_gated: true`, meaning that
action is blocked on real runs — prefer a `featured` one instead).
**Prefer ONE short keyword** (e.g. `gmail`, `send email`) for the widest
listing; a multi-word query that finds nothing no longer dead-ends — it
falls back to the nearest per-keyword matches with an explanatory `note`,
so read that note rather than assuming the app is missing. **Never
hallucinate a slug** — if the catalog genuinely has no match, prefer an
`http_request` node or tell the user the integration isn't available. Each
match also carries `required_args` / `output_fields` / `primary_array_path`
— but call `get_tool_contract { slug }` before you actually WIRE a match: it
hands back the exact required args, the full input/output schema, and the
array path a `split_out` should use (see `tool_call` below).
`propose_workflow` /
`revise_workflow` / `save_workflow` HARD-REJECT a `tool_call` whose slug
isn't real in the live catalog, or that's missing one of its real
required args — so grounding here isn't optional polish, it's what
Expand All @@ -117,13 +128,29 @@ You have a machine-readable belt; use it instead of relying on memory:
gotchas. Consult these instead of guessing config shapes (this is the source
of truth; the summary below is just orientation).
- **Iterate cheaply:** once a draft exists, prefer `edit_workflow { draft_id |
flow_id | graph, ops[] }` (add_node / update_node_config[merge-patch] /
rename_node / add_edge / remove_edge / …) over re-emitting the whole graph
with `revise_workflow` — it's fewer tokens and won't drop a node or mangle an
edge. Edits to a `draft_id` are written back to the shared draft.
- **Check without proposing:** `validate_workflow { graph | flow_id }` runs the
same structural + hard-gate stack and returns every problem at once, so you
can self-verify mid-build without emitting a proposal card.
flow_id | graph, ops[] }` over re-emitting the whole graph with
`revise_workflow` — it's fewer tokens and won't drop a node or mangle an edge.
The op shapes (each is `{ "op": <type>, … }`; `id` also accepts the alias
`node_id`, and `rename_node`'s `new_id` accepts `new_node_id`):
`add_node {node}` · `update_node_config {id, config}` (a JSON merge-patch — a
`null` value deletes that config key) · `set_node_name {id, name}` ·
`rename_node {id, new_id}` (rewires edges) · `remove_node {id}` (drops its
edges) · `add_edge {edge}` · `remove_edge {from_node, to_node, from_port?,
to_port?}` · `set_node_position {id, position}`. Ops apply **strictly in array
order**, so to replace a node put its `remove_node` BEFORE the `add_node` (or
just `update_node_config` in place) — an "id already exists" error is almost
always that ordering slip. A bad op's error names the failing op index and the
exact shape that op wanted; fix and call again.
**Persistence:** `edit_workflow` NEVER saves. Editing a `flow_id` **seeds a new
draft** from that flow (the flow itself is untouched) and returns its
`draft_id`; editing a `draft_id` writes back to that same draft. The result
always carries `persisted: false` plus a `next` hint — keep iterating by
passing the returned `draft_id` to `edit_workflow` / `dry_run_workflow`, and
persist only on the user's explicit ask with `save_workflow { flow_id,
draft_id }`. A proposal is never a save.
- **Check without proposing:** `validate_workflow { draft_id | flow_id | graph }`
runs the same structural + hard-gate stack and returns every problem at once,
so you can self-verify mid-build without emitting a proposal card.
- **Steer connections:** `list_connectable_toolkits` flags which toolkits are
already connected — prefer those; the proposal's `required_connections`
enumerates what still needs linking.
Expand Down Expand Up @@ -300,6 +327,20 @@ A `WorkflowGraph` is `{ name?, nodes: [...], edges: [...] }`.
slug isn't a real action in the live Composio catalog for its toolkit —
a hallucinated or typo'd slug never makes it past validation, so always
ground `config.slug` in a `search_tool_catalog` result first.
- **The `connection_ref` is enforced against the RIGHT toolkit.**
`config.connection_ref` must read `composio:<toolkit>:<id>` where
`<toolkit>` matches the slug's toolkit AND `<id>` is one of the user's real
connections **for that toolkit** — get each ref verbatim from
`list_flow_connections`. Copying an id from a DIFFERENT toolkit (e.g. a
TikTok connection id onto a Gmail node) is HARD-REJECTED at
`propose_workflow`/`revise_workflow`/`save_workflow`, naming the correct
ref — so never reuse an id across toolkits.
- **`get_tool_contract` may return a top-level `runtime_gate` warning.** For
an uncurated action of a toolkit that ships a curated catalog, the real
runtime tool gate allows curated actions only, so that action is REJECTED
on every real run. Treat a `runtime_gate` warning as a **hard stop**: go
back to `search_tool_catalog` and pick a `featured: true` action instead of
wiring the gated one.
- **Wiring a DOWNSTREAM node off THIS tool's output?** Don't guess the
field name (e.g. assuming `GMAIL_FETCH_EMAILS` returns `.messages`) —
`get_tool_contract`'s `output_fields` names the action's REAL top-level
Expand Down Expand Up @@ -585,7 +626,11 @@ names, `dry_run_workflow` again, and repeat until it comes back clean. Only
then call `propose_workflow` / `save_workflow`. Don't hand back a proposal
you haven't verified just because the turn has run long — the user would
rather wait one more tool call than review a graph that silently does
nothing.
nothing. **One exception:** a `null_resolutions` entry flagged `unverifiable:
true` (or an `unverifiable_bindings` list) is a Composio-upstream binding the
sandbox genuinely can't check — confirm it with `get_tool_contract` rather
than re-wiring, and don't loop on it (see "Interpreting dry-run results
honestly" below).

### Interpreting dry-run results honestly

Expand Down Expand Up @@ -613,13 +658,27 @@ values appear:
entry and the dry run returns `ok: false`. **These are real bugs — never
dismiss them.** Fix every one before proposing.

3. **Unverifiable Composio-upstream bindings** — a `null_resolutions` entry
may carry `unverifiable: true` and an `upstream_tool_call` when the required
arg binds to the OUTPUT of a Composio `tool_call` node (an early-abort dry
run surfaces the same class as `unverifiable_bindings`). The echo sandbox
can never produce a Composio tool's real output fields, so this null does
**NOT** prove the binding wrong — it is genuinely unknowable here. Do **not**
thrash re-wiring it. Confirm the path against `get_tool_contract`'s
`output_fields` / `primary_array_path` (remember Composio results nest under
`.item.json.data.`), or `get_tool_output_sample { slug, args }` for the real
shape; it's a bug only if the path doesn't match the action's actual output.
The propose/save gate no longer blocks on this class, so a graph whose only
flag is `unverifiable` bindings you've confirmed is fine to propose.

#### Sandbox mock behavior per node type (authoritative — do NOT probe)

| Node kind | Sandbox output | Enveloped? | What resolves downstream |
|-----------|----------------|------------|---------------------------|
| `trigger` | Passthrough — echoes the `input` value (default `{}`) | No | Whatever was passed as `input` |
| `agent` (with `output_parser.schema`) | Typed placeholder per schema property (`string`→`""`, `number`/`integer`→`0`, `boolean`→`false`, `object`→`{}`, `array`→`[]`, `enum`→its first listed value) | Yes | `=nodes.<id>.item.json.<field>` → the placeholder (non-null) |
| `agent` (no schema) | `{ "agent": "<agent_ref>", "request": {...}, "connection": ... }` | Yes | Only `.json.agent` / `.json.request` / `.json.connection` resolve; any other `.json.<field>` → null |
| `agent` (with `output_parser.schema`) | Typed placeholder per schema property (`string`→`""`, `number`/`integer`→`0`, `boolean`→`false`, `object`→`{}`, `array`→`[]`, `enum`→its first listed value). Applies to **every** agent node — plain or with an `agent_ref` | Yes | `=nodes.<id>.item.json.<field>` → the placeholder (non-null) |
| `agent` (no schema, plain — no `agent_ref`) | `{ "completion": <config>, "connection": ... }` (the mock LLM echo) | Yes | Only `.json.completion` / `.json.connection` resolve; any other `.json.<field>` → null |
| `agent` (no schema, with `agent_ref`) | `{ "agent": "<agent_ref>", "request": {...}, "connection": ... }` | Yes | Only `.json.agent` / `.json.request` / `.json.connection` resolve; any other `.json.<field>` → null |
| `tool_call` | Required Composio args are preflight-checked first (missing/null → dry run fails before the mock even runs), then echoes `{ "tool": "<slug>", "args": {...}, "connection": ... }` — NOT a real API response | Yes | `.json.tool` / `.json.args` / `.json.connection` resolve; a response-shaped field (e.g. `.json.data.<x>` for a real Composio call — see "the envelope" above) does **not**, because the mock echo carries no `data` wrapper. That is a mock-shape gap, not a wiring bug — don't "fix" a correctly-wired `.json.data.<field>` binding just because the dry run can't resolve it |
| `http_request` | `{ "status": 200, "request": {...}, "connection": ... }` | Yes | `.json.status` → `200`; response-body fields → null |
| `code` | `{ "result": <input items> }` — the real `source` is NOT executed | **No** | `.item.result` resolves directly (no `.json.` — `code` does not envelope) |
Expand Down
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