Commit graph

351 commits

Author SHA1 Message Date
Bryan Helmkamp
056ce8a073
Attractor spec hunks 14 & 16: remove error_policy and k_of_n/quorum from parallel handler
Remove ErrorPolicy enum (continue/fail_fast/ignore) and the k_of_n/quorum
join policies from the parallel handler, leaving only wait_all and
first_success. This deletes ~180 lines of conditional logic including
FailFast early termination, the ParallelEarlyTermination event, and all
related tests and documentation.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-23 14:59:35 -04:00
Bryan Helmkamp
3f5d49f5c4
Attractor spec hunks 9-11: edge selection fallback and default_max_retries rename
- Remove any-edge fallback from select_edge() in deterministic mode; random
  mode retains it as an enhancement over the base spec
- Restrict preferred_label and suggested_next_ids matching to unconditional
  edges only (already applied in prior work, tests added here)
- Rename default_max_retry → default_max_retries across codebase (code, docs,
  fixtures, skills) and change default from 3 to 0
- Update transitions.mdx to document edge selection cascade accurately

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-23 14:20:24 -04:00
Bryan Helmkamp
2a7aea5950
Replace ContextWindowWarning with generic Warning event
Introduce a reusable Warning { kind, message, details } variant in
AgentEvent so non-fatal warnings (context window usage, deprecation,
etc.) share a single event shape. The context_window warning preserves
all original fields inside the JSON details object.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-23 13:48:26 -04:00
Bryan Helmkamp
dd75880cdd
Filter ProcessingEnd from subagent and workflow event forwarding
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-23 13:32:31 -04:00
Bryan Helmkamp
4f83c181a4
Add ProcessingEnd event and model state transitions explicitly
Introduces Session::transition() to validate and emit events on state
changes. Processing→Idle now emits ProcessingEnd (matching the spec's
PROCESSING_END). All bare state assignments go through transition().

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-23 13:32:26 -04:00
Bryan Helmkamp
b9b267c690
Move subagent_manager from setter to Session::new() constructor parameter
Replaces set_subagent_manager() with an Option parameter on the
constructor so the dependency is explicit at creation time.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-23 13:23:23 -04:00
Bryan Helmkamp
2f75191935
Wire SubAgentManager into Session at CLI and workflow call sites
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-23 13:18:31 -04:00
Bryan Helmkamp
60e5e2fad1
Clean up subagents before emitting SessionEnded in Session.close()
Matches spec shutdown order: cleanup subagents → emit SESSION_END →
transition to CLOSED. Session now holds an optional SubAgentManager
reference and calls close_all() during shutdown.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-23 13:18:28 -04:00
Bryan Helmkamp
b7954ad277
Add SubAgentManager::close_all() to shut down all active subagents
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-23 13:18:22 -04:00
Bryan Helmkamp
78c0910075
Map all 5xx status codes to ServerError
Expands the HTTP status code mapping from 500-504 to 500-599 so that
uncommon 5xx codes (505, 507, etc.) are correctly classified as
retryable ServerError instead of falling through to message-based
heuristics. The existing 529 (Overloaded) handling is subsumed by
the broader range.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-23 13:10:24 -04:00
Bryan Helmkamp
5d3a2d3cfa
Make RequestTimeout non-retryable by default
Aligns with spec update: 408 timeout errors are now non-retryable
by default. Applications can opt in to timeout retries via custom
retry logic. RequestTimeout remains failover-eligible since a
different provider may not share the same timeout.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-23 12:56:22 -04:00
Bryan Helmkamp
0acda783b1
Add ReasoningEffort enum to replace raw Option<String>
Introduces a typed ReasoningEffort enum (Low, Medium, High) with
serde, Display, and FromStr support. Updates Request, GenerateParams,
and SessionConfig to use Option<ReasoningEffort> instead of
Option<String>. Aligns with spec change removing "none" as a valid
reasoning_effort value.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-23 12:50:42 -04:00
Bryan Helmkamp
0c649ea482
Fix stale AgentProfile trait signature in README
The capabilities() method was removed from the trait but the README
still listed it with an incorrect return type.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-23 12:42:09 -04:00
Bryan Helmkamp
0897a917ec
Default max_tool_rounds_per_input and subagent max_turns to unlimited
Align with attractor spec update: both limits now default to 0
(unlimited) instead of 200 and 50 respectively. The
max_tool_rounds_per_input loop check now guards on > 0 so that 0
means no limit.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-23 12:40:09 -04:00
Bryan Helmkamp
57d0317d7f
Remove ProfileCapabilities, rename ProviderProfile to AgentProfile, fix layer separation
Move model facts (knowledge_cutoff, context_window) to fabro-model catalog as
source of truth. Move request-shaping (auto-thinking, 1M beta headers, Gemini
safety settings) into fabro-llm adapters. Delete ProfileCapabilities struct and
all dead code (supports_reasoning, supports_streaming, supports_parallel_tool_calls,
OpenAiProfile.reasoning_effort). Fix "powered by OpenAI" mislabeling for
Kimi/ZAI/Minimax/Inception providers.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-23 12:38:05 -04:00
Bryan Helmkamp
c7703fc9a0
Flatten LanguageModel trait + ModelInfo into struct Model
Delete the single-implementor LanguageModel trait and merge its methods
into inherent impl on a renamed Model struct. Change provider field from
String to Provider enum, eliminating constant string↔enum conversions
across the codebase. Fix Provider serde attributes so OpenAi serializes
as "openai" (not "open_ai") to match catalog.json.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-23 11:48:55 -04:00
Bryan Helmkamp
d9b00ec8bc
Redesign fabro-model with LanguageModel trait, Catalog struct, and ModelRef (#121)
Introduce OOP API for the model catalog: LanguageModel trait with blanket
impl on ModelInfo, Catalog struct with typed methods (get, list,
default_for_provider, closest, build_fallback_chain, etc.), ModelRef enum
replacing ModelId, and Provider::OpenAiCompatible variant. Migrate all
callers across the workspace to use Catalog::builtin() and remove the old
free-function API.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-23 11:15:40 -04:00
Bryan Helmkamp
f5d363237a
Fix workflow slug lookup for split and resumed runs 2026-03-23 10:23:11 -04:00
Bryan Helmkamp
b5c014443e
Preserve split run metadata across restarts 2026-03-23 10:04:49 -04:00
Bryan Helmkamp
6f0023698b
Fix split run lifecycle lookup 2026-03-23 08:44:46 -04:00
Bryan Helmkamp
1a2a04b96b
Fix test timeouts caused by reqwest system proxy detection on macOS
reqwest::Client::new() queries macOS SCDynamicStore for system proxy
settings, which calls CFBundleGetMainBundle() → readdir() on
target/debug/deps/. With 576K stale build artifacts accumulated in
that directory, each readdir() took 1.3s, causing 15s+ delays when
multiple test processes ran concurrently.

- Disable jsonschema default features to remove unnecessary reqwest@0.13
  and rustls-platform-verifier dependencies
- Make reqwest::Client lazy in web_search tool (OnceLock) to avoid
  constructing it during profile tests
- Mark validate_api_key_rejects_invalid_key as #[ignore] since it hits
  the live Anthropic API (3.2s per invocation)

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-23 08:13:50 -04:00
Bryan Helmkamp
3db2c237e2
Unify fabro run foreground to use create + start + attach (#141)
## Summary

- **Unify foreground and detach code paths**: Both `fabro run` modes now
go through the same `create_run() + start_run()` pipeline, with
foreground adding `attach_run()`. Only `--preflight` remains as a
special case.
- **Fix three bugs in create→start→attach path**: (1) `_run_engine`
crashed for `.fabro` workflows by hardcoding `run.toml` — now falls back
to `graph.fabro`; (2) `attach_run` couldn't detect crashed engines due
to zombie processes — `start_run` now returns the `Child` handle; (3)
`create_run` ignored `--run-id`.
- **Configure nextest slow-timeout profiles**: Tighten unit test timeout
to 2s slow / 4s kill, add `e2e` profile with 10s/30s. Switch CI and docs
to `cargo nextest run`.

## Test plan

- [ ] `cargo nextest run --workspace` passes with new timeout profiles
- [ ] `fabro run <workflow>` works in foreground mode (create + start +
attach)
- [ ] `fabro run --detach <workflow>` prints run ID and exits
- [ ] `fabro attach <run>` works standalone (without child handle)
- [ ] `fabro resume <run>` works for both `.toml` and `.fabro` workflows

🤖 Generated with [Claude Code](https://claude.com/claude-code)

---------

Co-authored-by: Fabro <noreply@fabro.sh>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-22 22:48:09 -04:00
brynary-fabro[bot]
ac355d58c7
Extract fabro resume subcommand (#137)
This PR extracts the `fabro resume` subcommand from `fabro run`,
replacing the `--resume` and `--run-branch` flags with a dedicated, more
ergonomic interface. Users can now run `fabro resume <RUN_ID>` instead
of constructing `fabro run --run-branch fabro/run/<RUN_ID>` manually,
and the command also accepts run ID prefixes (matching the pattern
established by `fabro rewind` and `fabro fork`). Checkpoint-file-based
resumption is also supported via `fabro resume --checkpoint
path/to/checkpoint.json --workflow workflow.fabro`.

The implementation moves the ~315-line `run_from_branch()` function out
of `run.rs` and into a new `commands/resume.rs` module, splitting it
into two preparation paths (`prepare_from_checkpoint` and
`prepare_from_branch`) that converge on a shared `run_resumed()` tail.
Several previously private helpers in `run.rs` are widened to
`pub(crate)` to allow sharing: `local_sandbox_with_callback`,
`resolve_ssh_config`, `resolve_ssh_clone_params`,
`resolve_preserve_sandbox`, `generate_retro`, `write_finalize_commit`,
`print_final_output`, `print_assets`, and the new `default_run_dir`
helper extracted from duplicated inline logic. The `RunArgs` struct
loses its `resume` and `run_branch` fields along with their
`conflicts_with` annotations, and `RunSpec` drops the corresponding
fields with `#[serde(default)]` for backward compatibility.

Documentation across `docs/reference/cli.mdx`,
`docs/execution/checkpoints.mdx`, and
`docs/core-concepts/how-fabro-works.mdx` is updated to reflect the new
interface, and the `rewind`/`fork` commands now hint `fabro resume
<short-prefix>` instead of the full branch name.

### Fabro Details

<details>
<summary>Ran 9 stages in 30m 25s for $6.70</summary>

| Stage | Duration | Cost | Retries |
|---|---|---|---|
| start | 0s | – | 0 |
| toolchain | 0s | – | 0 |
| preflight_compile | 1m 10s | – | 0 |
| preflight_lint | 13s | – | 0 |
| implement | 18m 30s | $3.95 | 0 |
| simplify_opus | 9m 38s | $2.75 | 0 |
| simplify_gpt | 0s | – | 0 |
| verify | 19s | – | 0 |
| fmt | 1s | – | 0 |
| **Total** | **30m 25s** | **$6.70** | **0** |

</details>

<details>
<summary>Ran <code>ImplementPlan.fabro</code> (12 nodes and 15
edges)</summary>

```dot
digraph ImplementPlan {
    graph [
        goal="Implement and simplify",
        model_stylesheet="
            * { model: claude-opus-4-6; }
        "
    ]
    rankdir=LR

    start [shape=Mdiamond, label="Start"]
    exit  [shape=Msquare, label="Exit"]

    toolchain         [label="Toolchain", shape=parallelogram, script="command -v cargo >/dev/null || { curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y && sudo ln -sf $HOME/.cargo/bin/* /usr/local/bin/; }; cargo --version 2>&1", max_retries=0]
    preflight_compile [label="Preflight Compile", shape=parallelogram, script="cargo check -q --workspace 2>&1", max_retries=0]
    preflight_lint    [label="Preflight Lint", shape=parallelogram, script="cargo clippy -q --workspace -- -D warnings 2>&1", max_retries=0]
    fix_lints         [label="Fix Lints", prompt="The preflight lint step failed. Read the build output from context and fix all clippy lint warnings.", max_visits=3]
    implement         [label="Implement", prompt="Read the plan file referenced in the goal and implement every step. Make all the code changes described in the plan. Use red/green TDD."]
    simplify_opus     [label="Simplify (Opus)", prompt="@prompts/simplify.md"]
    simplify_gpt      [label="Simplify (GPT-54)", prompt="@prompts/simplify.md", model="gpt-54"]
    verify            [label="Verify", shape=parallelogram, script="cargo clippy -q --workspace -- -D warnings 2>&1 && cargo nextest run --cargo-quiet --workspace --status-level fail 2>&1", goal_gate=true, retry_target="fixup"]
    fixup             [label="Fixup", prompt="The verify step failed. Read the build output from context and fix all clippy lint warnings and test failures.", max_visits=3]
    fmt               [label="Format", shape=parallelogram, script="cargo fmt --all 2>&1", max_retries=0]

    start -> toolchain
    toolchain -> preflight_compile [condition="outcome=success"]
    toolchain -> exit
    preflight_compile -> preflight_lint [condition="outcome=success"]
    preflight_compile -> exit
    preflight_lint -> implement [condition="outcome=success"]
    preflight_lint -> fix_lints
    fix_lints -> preflight_lint
    implement -> simplify_opus -> simplify_gpt -> verify
    verify -> fmt   [condition="outcome=success"]
    verify -> fixup
    fixup -> verify
    fmt -> exit
}

```

</details>

⚒️ Generated with [Fabro](https://fabro.sh)

---------

Co-authored-by: Fabro <noreply@fabro.sh>
Co-authored-by: Bryan Helmkamp <bryan@brynary.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-22 13:45:06 -04:00
brynary-fabro[bot]
a0fbbcfe3b
Support Anthropic fast mode (speed: fast) (#127)
This PR adds support for Anthropic's fast mode beta feature (`speed:
fast`), which enables up to 2.5x faster output for Claude Opus 4.6 at a
6x pricing premium. The implementation follows the same patterns
established by `reasoning_effort`, threading a new `speed:
Option<String>` field through the request/response pipeline from graph
stylesheet properties down through agent configuration, session
management, and the Anthropic provider adapter.

On the provider side, when `speed: "fast"` is set, the `ApiRequest`
struct now includes the `speed` field in the serialized JSON body, and
the `build_beta_header` function injects the required `anthropic-beta:
fast-mode-2026-02-01` header alongside any existing beta headers (cache,
interleaved thinking, etc.) without duplication. The response's
`usage.speed` field is parsed and propagated back through both streaming
and non-streaming paths into `StageUsage` and `Usage` types for
tracking.

Cost accounting applies a 6x multiplier in `compute_stage_cost` when
`speed == "fast"`, reflecting Anthropic's actual pricing differential.
The feature is configurable via stylesheet (`* { speed: fast; }`), which
gets wired through `SessionConfig` and prompt-mode `Request`
construction in the backend layer. New tests cover the API request
serialization, beta header injection, combined cache+fast-mode headers,
and the cost multiplier, while all existing test fixtures have been
updated with `speed: None` to maintain struct exhaustiveness.

### Fabro Details

<details>
<summary>Ran 9 stages in 58m 27s for $6.56</summary>

| Stage | Duration | Cost | Retries |
|---|---|---|---|
| start | 0s | – | 0 |
| toolchain | 0s | – | 0 |
| preflight_compile | 1m 20s | – | 0 |
| preflight_lint | 14s | – | 0 |
| implement | 47m 31s | $5.36 | 0 |
| simplify_opus | 7m 59s | $1.20 | 0 |
| simplify_gpt | 0s | – | 0 |
| verify | 25s | – | 0 |
| fmt | 1s | – | 0 |
| **Total** | **58m 27s** | **$6.56** | **0** |

</details>

<details>
<summary>Ran <code>ImplementAndSimplify.fabro</code> (12 nodes and 15
edges)</summary>

```dot
digraph ImplementAndSimplify {
    graph [
        goal="Implement and simplify",
        model_stylesheet="
            * { backend: api; model: claude-opus-4-6;}
        "
    ]
    rankdir=LR

    start [shape=Mdiamond, label="Start"]
    exit  [shape=Msquare, label="Exit"]

    toolchain         [label="Toolchain", shape=parallelogram, script="command -v cargo >/dev/null || { curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y && sudo ln -sf $HOME/.cargo/bin/* /usr/local/bin/; }; cargo --version 2>&1", max_retries=0]
    preflight_compile [label="Preflight Compile", shape=parallelogram, script="cargo check -q --workspace 2>&1", max_retries=0]
    preflight_lint    [label="Preflight Lint", shape=parallelogram, script="cargo clippy -q --workspace -- -D warnings 2>&1", max_retries=0]
    fix_lints         [label="Fix Lints", prompt="The preflight lint step failed. Read the build output from context and fix all clippy lint warnings.", max_visits=3]
    implement         [label="Implement", prompt="Read the plan file referenced in the goal and implement every step. Make all the code changes described in the plan. Use red/green TDD."]
    simplify_opus     [label="Simplify (Opus)", prompt="@prompts/simplify.md"]
    simplify_gpt      [label="Simplify (GPT-54)", prompt="@prompts/simplify.md", model="gpt-54"]
    verify            [label="Verify", shape=parallelogram, script="cargo clippy -q --workspace -- -D warnings 2>&1 && cargo nextest run --cargo-quiet --workspace --status-level fail 2>&1", goal_gate=true, retry_target="fixup"]
    fixup             [label="Fixup", prompt="The verify step failed. Read the build output from context and fix all clippy lint warnings and test failures.", max_visits=3]
    fmt               [label="Format", shape=parallelogram, script="cargo fmt --all 2>&1", max_retries=0]

    start -> toolchain
    toolchain -> preflight_compile [condition="outcome=success"]
    toolchain -> exit
    preflight_compile -> preflight_lint [condition="outcome=success"]
    preflight_compile -> exit
    preflight_lint -> implement [condition="outcome=success"]
    preflight_lint -> fix_lints
    fix_lints -> preflight_lint
    implement -> simplify_opus -> simplify_gpt -> verify
    verify -> fmt   [condition="outcome=success"]
    verify -> fixup
    fixup -> verify
    fmt -> exit
}

```

</details>

⚒️ Generated with [Fabro](https://fabro.sh)

---------

Co-authored-by: Fabro <noreply@fabro.sh>
2026-03-21 14:37:42 -04:00
Bryan Helmkamp
75a8063482
Fix three bugs in run.toml snapshot handling from PR #138 review
- Fix false positive in backward-compat fallback: use path.exists() instead
  of error chain inspection to distinguish missing run.toml from one with
  a broken internal reference (e.g. missing Dockerfile)
- Skip write_run_config_snapshot in _run_engine path to prevent double
  apply_defaults corrupting the snapshot on each restart
- Resolve ${env.VARNAME} refs in run_defaults.sandbox.env when falling
  back for bare .fabro workflows

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-21 14:32:09 -04:00
brynary-fabro[bot]
9e676796ea
Fix: Workflow TOML config lost in detach mode (#138)
This PR fixes a bug where workflow TOML configuration (including
`[pull_request]` settings) was silently dropped when running in detached
mode (`fabro run -d`). The root cause was a three-part failure:
`create.rs` checked the raw CLI argument string for a `.toml` extension
instead of the resolved path, so `run.toml` was never written to the run
directory; `RunEngine` always fell back to `graph.fabro` (a DOT file),
causing `prepare_workflow` to return `run_cfg = None` and lose all
TOML-level configuration; and `pull_request`/`asset_globs` fields in
`RunConfig` had no fallback to `run_defaults` when `run_cfg` was absent.

The fix replaces the naive file-copy approach with a proper
serialization pipeline. Rather than copying the raw TOML (which would
contain a `graph` field pointing to a nonexistent file in the run
directory), `create.rs` now calls `write_run_config_snapshot`, which
serializes the already-merged `WorkflowRunConfig` and rewrites the
`graph` field to `"graph.fabro"` — the canonical cached name. This makes
the run directory fully self-contained with all defaults merged,
environment variables resolved, and the graph path correct. `RunEngine`
in `main.rs` now unconditionally points at `run.toml`; a new
`resolve_workflow_source` helper handles the `.toml` path by loading the
config and resolving the graph path, with a backward-compatible fallback
to `graph.fabro` for older detached runs created before this change.

As defense-in-depth, fallbacks to `run_defaults` are added throughout
`run.rs` for `pull_request`, `asset_globs`, `devcontainer`, and
`sandbox.env` — ensuring bare `.fabro` files passed directly still pick
up project-level defaults. Two new unit tests verify the serialization
round-trip (confirming `graph` is rewritten and `pull_request` config is
preserved) and the missing-`run.toml` fallback behavior.

### Fabro Details

<details>
<summary>Ran 9 stages in 26m 29s for $9.17</summary>

| Stage | Duration | Cost | Retries |
|---|---|---|---|
| start | 0s | – | 0 |
| toolchain | 0s | – | 0 |
| preflight_compile | 1m 14s | – | 0 |
| preflight_lint | 13s | – | 0 |
| implement | 4m 54s | $0.71 | 0 |
| simplify_opus | 8m 41s | $1.77 | 0 |
| simplify_gpt | 10m 41s | $6.69 | 0 |
| verify | 18s | – | 0 |
| fmt | 1s | – | 0 |
| **Total** | **26m 29s** | **$9.17** | **0** |

</details>

<details>
<summary>Ran <code>ImplementPlan.fabro</code> (12 nodes and 15
edges)</summary>

```dot
digraph ImplementPlan {
    graph [
        goal="Implement and simplify",
        model_stylesheet="
            * { model: claude-opus-4-6; }
        "
    ]
    rankdir=LR

    start [shape=Mdiamond, label="Start"]
    exit  [shape=Msquare, label="Exit"]

    toolchain         [label="Toolchain", shape=parallelogram, script="command -v cargo >/dev/null || { curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y && sudo ln -sf $HOME/.cargo/bin/* /usr/local/bin/; }; cargo --version 2>&1", max_retries=0]
    preflight_compile [label="Preflight Compile", shape=parallelogram, script="cargo check -q --workspace 2>&1", max_retries=0]
    preflight_lint    [label="Preflight Lint", shape=parallelogram, script="cargo clippy -q --workspace -- -D warnings 2>&1", max_retries=0]
    fix_lints         [label="Fix Lints", prompt="The preflight lint step failed. Read the build output from context and fix all clippy lint warnings.", max_visits=3]
    implement         [label="Implement", prompt="Read the plan file referenced in the goal and implement every step. Make all the code changes described in the plan. Use red/green TDD."]
    simplify_opus     [label="Simplify (Opus)", prompt="@prompts/simplify.md"]
    simplify_gpt      [label="Simplify (GPT-54)", prompt="@prompts/simplify.md", model="gpt-54"]
    verify            [label="Verify", shape=parallelogram, script="cargo clippy -q --workspace -- -D warnings 2>&1 && cargo nextest run --cargo-quiet --workspace --status-level fail 2>&1", goal_gate=true, retry_target="fixup"]
    fixup             [label="Fixup", prompt="The verify step failed. Read the build output from context and fix all clippy lint warnings and test failures.", max_visits=3]
    fmt               [label="Format", shape=parallelogram, script="cargo fmt --all 2>&1", max_retries=0]

    start -> toolchain
    toolchain -> preflight_compile [condition="outcome=success"]
    toolchain -> exit
    preflight_compile -> preflight_lint [condition="outcome=success"]
    preflight_compile -> exit
    preflight_lint -> implement [condition="outcome=success"]
    preflight_lint -> fix_lints
    fix_lints -> preflight_lint
    implement -> simplify_opus -> simplify_gpt -> verify
    verify -> fmt   [condition="outcome=success"]
    verify -> fixup
    fixup -> verify
    fmt -> exit
}

```

</details>

⚒️ Generated with [Fabro](https://fabro.sh)

---------

Co-authored-by: Fabro <noreply@fabro.sh>
Co-authored-by: Bryan Helmkamp <bryan@brynary.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-21 14:15:13 -04:00
Bryan Helmkamp
dca1e45121
Update model catalog snapshots with new effort field
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-21 12:11:09 -04:00
Bryan Helmkamp
9d33c0ff97
Fix OpenAI reasoning round-trip: use store: false with encrypted_content
The OpenAI Responses API requires store: false for non-Azure endpoints.
Reasoning items round-trip correctly by requesting encrypted_content
via the `include` field, which embeds them in the response payload
rather than relying on server-side storage.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-21 11:46:01 -04:00
Bryan Helmkamp
3229e58a7e
Fix Sonnet 4.5 effort parameter error by converting to thinking API
claude-sonnet-4-5 doesn't support output_config.effort — it needs the
older thinking API with budget_tokens. Add an `effort` feature flag to
ModelFeatures and have the Anthropic adapter auto-convert reasoning_effort
to a thinking config for models that lack effort support.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-21 11:44:15 -04:00
Bryan Helmkamp
f0849a796a
Fix OpenAI provider: always set store: true
store: !codex_mode was sending store: false for non-Codex models,
which prevented reasoning items from being persisted. This broke
multi-turn conversations where reasoning items from turn 1 need to
be sent back in turn 2.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-21 11:37:30 -04:00
Bryan Helmkamp
16d6b30d66
Run model tests concurrently with progress bar
Tests 6 models at a time in shuffled order to spread load across
providers. Uses indicatif progress bar instead of per-model eprint
lines. Results table is sorted back to original catalog order.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-21 11:36:26 -04:00
Bryan Helmkamp
8296e5cec4
Run only the deep test when --deep is passed, not both
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-21 11:28:23 -04:00
Bryan Helmkamp
e5f0cc5dd0
Add --deep flag to fabro model test for multi-turn tool-use validation
Exercises a 2+ turn tool-call round-trip with reasoning_effort("high")
to catch bugs like store: false that only manifest when reasoning items
from turn 1 are sent back in turn 2.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-21 11:27:25 -04:00
Bryan Helmkamp
5ac60c7134
Suppress stderr output in detach and create modes
`prepare_workflow` unconditionally printed Workflow/Graph/Goal info to
stderr, which leaked into `--detach` and `create` output that should
only emit the run ID. Add a `quiet` flag to suppress this output.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-21 10:26:20 -04:00
Bryan Helmkamp
9b5502bf9b
Fix edge thread_id precedence to match fidelity behavior
Edge thread_id should override node thread_id, consistent with how
resolve_fidelity already works. The previous order was reversed.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-21 09:10:52 -04:00
brynary-fabro[bot]
0e86505dc9
Use short hex IDs for subagents instead of UUIDs (#128)
This PR updates subagent ID generation to use short 8-character hex
strings instead of full UUID v4 strings. Previously, subagent IDs were
36-character UUIDs (e.g. `550e8400-e29b-41d4-a716-446655440000`), which
were verbose in CLI output and unwieldy when the LLM needed to reference
them in tools like `send_input`, `wait`, and `close_agent`. The new
format generates IDs like `a3f1b20c` — compact, human-readable, and with
~4 billion possible values, effectively collision-free within a session.

The change is made at the source in `subagent.rs`, where UUID generation
is replaced with `format!("{:08x}",
uuid::Uuid::new_v4().as_fields().0)`. Because IDs are now inherently 8
characters, the display-layer truncations in `cli.rs` (5 occurrences)
and `run_progress.rs` (2 occurrences) are redundant and have been
removed — `agent_id` is used directly in format strings instead of a
`short_id` slice.

### Plan Summary

- **Replace UUID generation** in `subagent.rs`: use the first field of a
UUID v4 formatted as 8-char lowercase hex, yielding IDs like `a3f1b20c`
instead of full 36-char UUIDs
- **Remove `short_id` truncation** in `cli.rs` (5 places) and
`run_progress.rs` (2 places): since IDs are now already 8 chars, the
`let short_id = &agent_id[..8.min(agent_id.len())]` pattern is
eliminated and `{agent_id}` is used directly in all format strings
- No test changes required — existing tests use hardcoded IDs like
`"sa-1"` and don't assert on ID length or format

<details>
<summary>Full plan</summary>

````md
The plan has been written to `/home/daytona/workspace/plan.md`.

It covers:
- **4 files to modify**: `fabro-agent/Cargo.toml` (add `rand` dep), `subagent.rs` (replace UUID with 8-char hex), `cli.rs` (remove 5 `short_id` truncations), `run_progress.rs` (remove 2 `short_id` truncations)
- **Step-by-step implementation** with exact line references and before/after code
- **Verification commands** to confirm correctness
- **Test case analysis** explaining why no test changes are needed
````

</details>

### Fabro Details

<details>
<summary>Ran 3 stages in 18m 46s for $0.57</summary>

| Stage | Duration | Cost | Retries |
|---|---|---|---|
| start | 0s | – | 0 |
| plan | 1m 28s | $0.57 | 0 |
| implement | 17m 6s | – | 0 |
| **Total** | **18m 46s** | **$0.57** | **0** |

</details>

<details>
<summary>Ran <code>GhImplement.fabro</code> (4 nodes and 3
edges)</summary>

```dot
digraph GhImplement {
    graph [
        goal="Implement a GitHub issue",
        model_stylesheet="
            * { model: claude-opus-4-6; }
        "
    ]
    rankdir=LR

    start [shape=Mdiamond, label="Start"]
    exit  [shape=Msquare, label="Exit"]

    plan [label="Plan", prompt="Fetch the GitHub issue from the goal using: gh issue view $goal --json title,body,labels,comments\n\nRead the issue title, description, and any comments carefully. Analyze what code changes are needed to resolve the issue.\n\nWrite a detailed implementation plan to plan.md that includes:\n- Summary of the issue\n- Files to create or modify\n- Step-by-step implementation approach\n- Test cases to add or update\n\nThe plan should be specific enough for another agent to implement without seeing the original issue.\n\nRespond with the location of the plan file (plan.md)."]

    implement [label="Implement", shape=house, stack.child_workflow="fabro/workflows/implement/workflow.fabro", manager.max_cycles=100]

    start -> plan
    plan -> implement [fidelity="summary:high"]
    implement -> exit
}

```

</details>

⚒️ Generated with [Fabro](https://fabro.sh)

---------

Co-authored-by: Fabro <noreply@fabro.sh>
2026-03-20 21:38:16 -04:00
Bryan Helmkamp
ba9988d4ee
Destructure ModelInfo to avoid unnecessary clone
Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-20 20:58:59 -04:00
Bryan Helmkamp
c6f979e2f2
Resolve model aliases to canonical IDs in workflow graph nodes
ProviderInferenceTransform only inferred the provider but passed the
raw alias (e.g. "gpt-54") to the LLM API, causing request failures.
Rename to ModelResolutionTransform and resolve aliases via the model
catalog so the canonical ID (e.g. "gpt-5.4") is used in API calls.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-20 20:58:59 -04:00
Bryan Helmkamp
003359b079
Unify goal prefix stripping into shared strip_goal_decoration() in fabro-util
Three places stripped markdown headings and `Plan:` prefixes from goals
with slightly different logic. Extract a shared function so all call sites
behave consistently, and fix `fabro run` which wasn't stripping at all.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-20 20:58:59 -04:00
Bryan Helmkamp
f8151c8f89
Show tool details for remaining agent tools in fabro logs and fabro attach
Add detail text for wait, send_input, close_agent (agent_id),
apply_patch (ellipsis), and read_many_files (file count) — these
were falling through to the `_ => None` catch-all in both
`tool_detail()` and `tool_display_name()`.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-20 20:58:59 -04:00
Bryan Helmkamp
c51c9ebb17
Show tool details for spawn_agent, use_skill, list_dir in fabro logs
Sync `tool_detail()` in logs.rs with `tool_display_name()` in
run_progress.rs — the two had drifted, so `fabro logs -pf` was
missing detail text for these tool types.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-20 20:58:59 -04:00
brynary-fabro[bot]
956e681e4f
Unified WorktreeSandbox (#117)
This PR introduces a unified `WorktreeSandbox` type in `fabro-sandbox`
that consolidates previously duplicated git worktree management logic
spread across `parallel.rs` and `run.rs`. The new type wraps any
`Arc<dyn Sandbox>`, handles the full worktree lifecycle (branch
creation, `worktree add`, and cleanup) in its `initialize()`/`cleanup()`
methods, overrides `working_directory()` and `exec_command()` to default
to the worktree path, and delegates all other `Sandbox` methods to the
inner sandbox. A `WorktreeConfig` struct controls behavior (branch name,
base SHA, worktree path, and a `skip_branch_creation` flag for resume
flows), and a `WorktreeEventCallback` mechanism bridges lifecycle events
to the workflow event system via a new
`EventEmitter::worktree_callback()` helper.

The old private `WorktreeSandbox` struct in `parallel.rs` (which only
redirected `exec_command` working dirs with no lifecycle awareness) is
removed and replaced with the shared implementation. The
`setup_worktree()` function in `run.rs` is also removed; its logic is
absorbed directly into the `SandboxProvider::Local` branch of sandbox
construction, where `WorktreeSandbox::initialize()` is called and
`std::env::set_current_dir()` follows on success. The resume path
(`run_from_branch`) similarly replaces direct `git::replace_worktree`
calls with `WorktreeSandbox` using `skip_branch_creation: true`. The
`MockSandbox` in `test_support.rs` gains `captured_commands` and
`captured_working_dirs` vectors to support sequenced-command assertions
in the new unit tests.

The `MockSandbox` enhancement is a notable improvement for testability
beyond this specific change—having the full ordered sequence of commands
rather than just the last one makes it straightforward to assert on
multi-step git workflows. One subtle behavior worth noting is that in
`parallel.rs` the `git reset --hard` step previously present after
worktree creation is now absent from `WorktreeSandbox::initialize()`;
the plan mentioned it but the implementation deliberately omits it (the
branch is already force-set to the target SHA, so the reset was
redundant for the parallel case). Cleanup for parallel branches
continues to go through `engine::git_remove_worktree` on the parent
sandbox rather than calling `wt_sandbox.cleanup()`, since the sandbox
`Arc` is consumed by the spawned task—this is a reasonable tradeoff
noted in the plan.

### Fabro Details

<details>
<summary>Ran 11 stages in 62m 32s for $3.67</summary>

| Stage | Duration | Cost | Retries |
|---|---|---|---|
| start | 0s | – | 0 |
| toolchain | 0s | – | 0 |
| preflight_compile | 1m 11s | – | 0 |
| preflight_lint | 12s | – | 0 |
| implement | 30m 15s | $2.15 | 0 |
| simplify_opus | 15m 5s | $0.71 | 0 |
| simplify_gpt | 11m 8s | $0.54 | 0 |
| verify | 46s | – | 0 |
| fixup | 3m 17s | $0.27 | 0 |
| verify | 46s | – | 0 |
| fmt | 1s | – | 0 |
| **Total** | **62m 32s** | **$3.67** | **0** |

</details>

<details>
<summary>Ran <code>ImplementAndSimplify.fabro</code> (12 nodes and 15
edges)</summary>

```dot
digraph ImplementAndSimplify {
    graph [
        goal="Implement and simplify",
        model_stylesheet="
            * { backend: api; model: claude-opus-4-6;}
        "
    ]
    rankdir=LR

    start [shape=Mdiamond, label="Start"]
    exit  [shape=Msquare, label="Exit"]

    toolchain         [label="Toolchain", shape=parallelogram, script="command -v cargo >/dev/null || { curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y && sudo ln -sf $HOME/.cargo/bin/* /usr/local/bin/; }; cargo --version 2>&1", max_retries=0]
    preflight_compile [label="Preflight Compile", shape=parallelogram, script="cargo check -q --workspace 2>&1", max_retries=0]
    preflight_lint    [label="Preflight Lint", shape=parallelogram, script="cargo clippy -q --workspace -- -D warnings 2>&1", max_retries=0]
    fix_lints         [label="Fix Lints", prompt="The preflight lint step failed. Read the build output from context and fix all clippy lint warnings.", max_visits=3]
    implement         [label="Implement", prompt="Read the plan file referenced in the goal and implement every step. Make all the code changes described in the plan. Use red/green TDD."]
    simplify_opus     [label="Simplify (Opus)", prompt="@prompts/simplify.md"]
    simplify_gpt      [label="Simplify (GPT-54)", prompt="@prompts/simplify.md", model="gpt-54"]
    verify            [label="Verify", shape=parallelogram, script="cargo clippy -q --workspace -- -D warnings 2>&1 && cargo nextest run --cargo-quiet --workspace --status-level fail 2>&1", goal_gate=true, retry_target="fixup"]
    fixup             [label="Fixup", prompt="The verify step failed. Read the build output from context and fix all clippy lint warnings and test failures.", max_visits=3]
    fmt               [label="Format", shape=parallelogram, script="cargo fmt --all 2>&1", max_retries=0]

    start -> toolchain
    toolchain -> preflight_compile [condition="outcome=success"]
    toolchain -> exit
    preflight_compile -> preflight_lint [condition="outcome=success"]
    preflight_compile -> exit
    preflight_lint -> implement [condition="outcome=success"]
    preflight_lint -> fix_lints
    fix_lints -> preflight_lint
    implement -> simplify_opus -> simplify_gpt -> verify
    verify -> fmt   [condition="outcome=success"]
    verify -> fixup
    fixup -> verify
    fmt -> exit
}

```

</details>

⚒️ Generated with [Fabro](https://fabro.sh)

---------

Co-authored-by: Fabro <noreply@fabro.sh>
Co-authored-by: Bryan Helmkamp <bryan@brynary.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-20 15:35:04 -04:00
brynary-fabro[bot]
3680a57a25
Decompose fabro run into create / start / attach (#116)
This PR decomposes `fabro run` into three composable primitives —
`create`, `start`, and `attach` — following the Docker-style lifecycle
model. Previously, `fabro run` performed everything in a single
monolithic function, and `--detach` was implemented by reconstructing
CLI argv to spawn a child process, which was brittle and hard to extend.
The new architecture cleanly separates concerns: `fabro create`
allocates the run directory and persists a `RunSpec` struct to
`spec.json`; `fabro start` spawns a detached `_run_engine` process (a
hidden internal command that reads `spec.json`) via `setsid`; and `fabro
attach` tails `progress.jsonl` with live rendering and handles
file-based interview IPC. `fabro run` is now a composition of these
three primitives, and `fabro run --detach` simply skips the attach step.

The main rendering work lives in a new `handle_json_line()` method on
`ProgressUI` that parses JSONL envelopes and dispatches to the same
internal rendering methods already used by the in-process event handler.
This preserves 100% rendering fidelity without duplicating
spinner/stage/tool-call logic — the attach loop just feeds file lines
into the same code paths. File-based interview IPC is handled in the
attach loop itself: it watches for `interview_request.json`, prompts the
user via `ConsoleInterviewer`, and writes `interview_response.json` back
for the engine to consume. The `hide_bars`/`show_bars` methods
previously private to `ProgressAwareInterviewer` are promoted to public
methods on `ProgressUI` and reused in both the attach loop and the
existing in-process interviewer.

The old `detach_run()` function in `main.rs`, which reconstructed argv
by string-scanning `std::env::args()`, is deleted entirely and replaced
by the `create` + `start` composition. New tests cover the
`handle_json_line` dispatch paths (stage started/completed, tool calls,
retro events, invalid input) and the CLI argument parsing for the new
command variants.

### Fabro Details

<details>
<summary>Ran 9 stages in 30m 55s for $8.55</summary>

| Stage | Duration | Cost | Retries |
|---|---|---|---|
| start | 0s | – | 0 |
| toolchain | 0s | – | 0 |
| preflight_compile | 1m 11s | – | 0 |
| preflight_lint | 12s | – | 0 |
| implement | 18m 15s | $5.28 | 0 |
| simplify_opus | 10m 31s | $3.27 | 0 |
| simplify_gpt | 0s | – | 0 |
| verify | 17s | – | 0 |
| fmt | 1s | – | 0 |
| **Total** | **30m 55s** | **$8.55** | **0** |

</details>

<details>
<summary>Ran <code>ImplementAndSimplify.fabro</code> (12 nodes and 15
edges)</summary>

```dot
digraph ImplementAndSimplify {
    graph [
        goal="Implement and simplify",
        model_stylesheet="
            * { backend: api; model: claude-opus-4-6;}
        "
    ]
    rankdir=LR

    start [shape=Mdiamond, label="Start"]
    exit  [shape=Msquare, label="Exit"]

    toolchain         [label="Toolchain", shape=parallelogram, script="command -v cargo >/dev/null || { curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y && sudo ln -sf $HOME/.cargo/bin/* /usr/local/bin/; }; cargo --version 2>&1", max_retries=0]
    preflight_compile [label="Preflight Compile", shape=parallelogram, script="cargo check -q --workspace 2>&1", max_retries=0]
    preflight_lint    [label="Preflight Lint", shape=parallelogram, script="cargo clippy -q --workspace -- -D warnings 2>&1", max_retries=0]
    fix_lints         [label="Fix Lints", prompt="The preflight lint step failed. Read the build output from context and fix all clippy lint warnings.", max_visits=3]
    implement         [label="Implement", prompt="Read the plan file referenced in the goal and implement every step. Make all the code changes described in the plan. Use red/green TDD."]
    simplify_opus     [label="Simplify (Opus)", prompt="@prompts/simplify.md"]
    simplify_gpt      [label="Simplify (GPT-54)", prompt="@prompts/simplify.md", model="gpt-54"]
    verify            [label="Verify", shape=parallelogram, script="cargo clippy -q --workspace -- -D warnings 2>&1 && cargo nextest run --cargo-quiet --workspace --status-level fail 2>&1", goal_gate=true, retry_target="fixup"]
    fixup             [label="Fixup", prompt="The verify step failed. Read the build output from context and fix all clippy lint warnings and test failures.", max_visits=3]
    fmt               [label="Format", shape=parallelogram, script="cargo fmt --all 2>&1", max_retries=0]

    start -> toolchain
    toolchain -> preflight_compile [condition="outcome=success"]
    toolchain -> exit
    preflight_compile -> preflight_lint [condition="outcome=success"]
    preflight_compile -> exit
    preflight_lint -> implement [condition="outcome=success"]
    preflight_lint -> fix_lints
    fix_lints -> preflight_lint
    implement -> simplify_opus -> simplify_gpt -> verify
    verify -> fmt   [condition="outcome=success"]
    verify -> fixup
    fixup -> verify
    fmt -> exit
}

```

</details>

⚒️ Generated with [Fabro](https://fabro.sh)

---------

Co-authored-by: Fabro <noreply@fabro.sh>
Co-authored-by: Bryan Helmkamp <bryan@brynary.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-20 14:08:54 -04:00
Bryan Helmkamp
bbfea71bb9
Add Linux ARM64 (aarch64-unknown-linux-gnu) release target
Add aarch64-unknown-linux-gnu as a third release platform using GitHub's
native ARM64 runner. Updates the release workflow matrix, install script
architecture detection, and CLI upgrade platform detection.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-20 10:33:46 -04:00
brynary-fabro[bot]
863ecf7c22
Emit StageStarted on retry attempts (#113)
This change fixes a bug where the CLI progress UI would freeze during
stage retry attempts. When a stage fails with a transient error and the
engine retries it, the UI was never notified that a new attempt had
begun — `StageStarted` was only emitted once before the retry loop, so
subsequent attempts had no corresponding entry in `active_stages` and
all their progress events were silently dropped.

The fix moves `StageStarted` emission inside the retry loop for attempts
after the first. The first attempt's emission stays in its original
location (before the `StageStart` lifecycle hook) so that skipped nodes
still receive the event and hooks continue to fire only once. Each retry
now emits `StageStarted` with the correct `attempt` and `max_attempts`
values, which the existing `on_stage_started` handler in the progress UI
already handles correctly by inserting a fresh `ActiveStage` entry and
creating a new spinner.

A regression test is included that wires up a
`FailOnceThenSucceedHandler` — a handler that returns a retryable error
on its first call and succeeds on the second — and asserts that exactly
two `StageStarted` events are emitted for the retried node, one per
attempt. This directly encodes the invariant that every attempt,
including retries, produces a visible `StageStarted` event.

### Fabro Details

<details>
<summary>Ran 9 stages in 14m 4s for $2.78</summary>

| Stage | Duration | Cost | Retries |
|---|---|---|---|
| start | 0s | – | 0 |
| toolchain | 0s | – | 0 |
| preflight_compile | 1m 0s | – | 0 |
| preflight_lint | 10s | – | 0 |
| implement | 6m 38s | $1.54 | 0 |
| simplify_opus | 4m 38s | $1.23 | 0 |
| simplify_gpt | 0s | – | 0 |
| verify | 1m 10s | – | 0 |
| fmt | 0s | – | 0 |
| **Total** | **14m 4s** | **$2.78** | **0** |

</details>

<details>
<summary>Ran <code>ImplementAndSimplify.fabro</code> (12 nodes and 15
edges)</summary>

```dot
digraph ImplementAndSimplify {
    graph [
        goal="Implement and simplify",
        model_stylesheet="
            * { backend: api; model: claude-opus-4-6;}
        "
    ]
    rankdir=LR

    start [shape=Mdiamond, label="Start"]
    exit  [shape=Msquare, label="Exit"]

    toolchain         [label="Toolchain", shape=parallelogram, script="command -v cargo >/dev/null || { curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y && sudo ln -sf $HOME/.cargo/bin/* /usr/local/bin/; }; cargo --version 2>&1", max_retries=0]
    preflight_compile [label="Preflight Compile", shape=parallelogram, script="cargo check -q --workspace 2>&1", max_retries=0]
    preflight_lint    [label="Preflight Lint", shape=parallelogram, script="cargo clippy -q --workspace -- -D warnings 2>&1", max_retries=0]
    fix_lints         [label="Fix Lints", prompt="The preflight lint step failed. Read the build output from context and fix all clippy lint warnings.", max_visits=3]
    implement         [label="Implement", prompt="Read the plan file referenced in the goal and implement every step. Make all the code changes described in the plan. Use red/green TDD."]
    simplify_opus     [label="Simplify (Opus)", prompt="@prompts/simplify.md"]
    simplify_gpt      [label="Simplify (GPT-54)", prompt="@prompts/simplify.md", model="gpt-54"]
    verify            [label="Verify", shape=parallelogram, script="cargo clippy -q --workspace -- -D warnings 2>&1 && cargo nextest run --cargo-quiet --workspace --status-level fail 2>&1", goal_gate=true, retry_target="fixup"]
    fixup             [label="Fixup", prompt="The verify step failed. Read the build output from context and fix all clippy lint warnings and test failures.", max_visits=3]
    fmt               [label="Format", shape=parallelogram, script="cargo fmt --all 2>&1", max_retries=0]

    start -> toolchain
    toolchain -> preflight_compile [condition="outcome=success"]
    toolchain -> exit
    preflight_compile -> preflight_lint [condition="outcome=success"]
    preflight_compile -> exit
    preflight_lint -> implement [condition="outcome=success"]
    preflight_lint -> fix_lints
    fix_lints -> preflight_lint
    implement -> simplify_opus -> simplify_gpt -> verify
    verify -> fmt   [condition="outcome=success"]
    verify -> fixup
    fixup -> verify
    fmt -> exit
}

```

</details>

⚒️ Generated with [Fabro](https://fabro.sh)

Co-authored-by: Bryan Helmkamp <bryan@brynary.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-20 09:31:27 -04:00
brynary-fabro[bot]
4df605e561
Map reasoning_effort to Anthropic output_config.effort (#115)
This PR adds support for mapping the unified `reasoning_effort` field to
Anthropic's `output_config.effort` API parameter, which is the
recommended way to control thinking depth for Claude Opus 4.6 and Sonnet
4.6 models. Previously, the Anthropic provider silently dropped
`reasoning_effort` from requests, while the OpenAI provider already
correctly mapped it to `reasoning: { effort }`. This inconsistency meant
that workflow nodes setting `reasoning_effort: "high"` (the default) had
no effect when routing through Anthropic.

The change adds an `output_config: Option<serde_json::Value>` field to
the `ApiRequest` struct with `skip_serializing_if = "Option::is_none"`
to ensure it's omitted when not set, then populates it in
`build_api_request` by transforming `request.reasoning_effort` into
`{"effort": <value>}` — mirroring the pattern used in the OpenAI
provider. All existing `ApiRequest` constructions in tests are updated
to include `output_config: None`.

The PR also takes the opportunity to refactor the test module by
extracting a `make_base_request()` helper, which reduces boilerplate in
`build_api_request_omits_whitespace_only_system_prompt` and
`make_request_with_format` and makes the two new tests
(`build_api_request_maps_reasoning_effort_to_output_config` and
`build_api_request_omits_output_config_when_no_reasoning_effort`) easy
to read. All existing provider tests continue to pass and no new Clippy
warnings are introduced.

### Fabro Details

<details>
<summary>Ran 9 stages in 10m 28s for $1.48</summary>

| Stage | Duration | Cost | Retries |
|---|---|---|---|
| start | 0s | – | 0 |
| toolchain | 0s | – | 0 |
| preflight_compile | 1m 8s | – | 0 |
| preflight_lint | 12s | – | 0 |
| implement | 2m 13s | $0.49 | 0 |
| simplify_opus | 4m 45s | $0.99 | 0 |
| simplify_gpt | 0s | – | 0 |
| verify | 1m 40s | – | 0 |
| fmt | 1s | – | 0 |
| **Total** | **10m 28s** | **$1.48** | **0** |

</details>

<details>
<summary>Ran <code>ImplementAndSimplify.fabro</code> (12 nodes and 15
edges)</summary>

```dot
digraph ImplementAndSimplify {
    graph [
        goal="Implement and simplify",
        model_stylesheet="
            * { backend: api; model: claude-opus-4-6;}
        "
    ]
    rankdir=LR

    start [shape=Mdiamond, label="Start"]
    exit  [shape=Msquare, label="Exit"]

    toolchain         [label="Toolchain", shape=parallelogram, script="command -v cargo >/dev/null || { curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y && sudo ln -sf $HOME/.cargo/bin/* /usr/local/bin/; }; cargo --version 2>&1", max_retries=0]
    preflight_compile [label="Preflight Compile", shape=parallelogram, script="cargo check -q --workspace 2>&1", max_retries=0]
    preflight_lint    [label="Preflight Lint", shape=parallelogram, script="cargo clippy -q --workspace -- -D warnings 2>&1", max_retries=0]
    fix_lints         [label="Fix Lints", prompt="The preflight lint step failed. Read the build output from context and fix all clippy lint warnings.", max_visits=3]
    implement         [label="Implement", prompt="Read the plan file referenced in the goal and implement every step. Make all the code changes described in the plan. Use red/green TDD."]
    simplify_opus     [label="Simplify (Opus)", prompt="@prompts/simplify.md"]
    simplify_gpt      [label="Simplify (GPT-54)", prompt="@prompts/simplify.md", model="gpt-54"]
    verify            [label="Verify", shape=parallelogram, script="cargo clippy -q --workspace -- -D warnings 2>&1 && cargo nextest run --cargo-quiet --workspace --status-level fail 2>&1", goal_gate=true, retry_target="fixup"]
    fixup             [label="Fixup", prompt="The verify step failed. Read the build output from context and fix all clippy lint warnings and test failures.", max_visits=3]
    fmt               [label="Format", shape=parallelogram, script="cargo fmt --all 2>&1", max_retries=0]

    start -> toolchain
    toolchain -> preflight_compile [condition="outcome=success"]
    toolchain -> exit
    preflight_compile -> preflight_lint [condition="outcome=success"]
    preflight_compile -> exit
    preflight_lint -> implement [condition="outcome=success"]
    preflight_lint -> fix_lints
    fix_lints -> preflight_lint
    implement -> simplify_opus -> simplify_gpt -> verify
    verify -> fmt   [condition="outcome=success"]
    verify -> fixup
    fixup -> verify
    fmt -> exit
}

```

</details>

⚒️ Generated with [Fabro](https://fabro.sh)

---------

Co-authored-by: Fabro <noreply@fabro.sh>
2026-03-19 22:49:16 -04:00
brynary-fabro[bot]
20431799d3
fabro wait subcommand (#112)
This PR adds a `fabro wait` subcommand that blocks until a workflow run
reaches a terminal state and exits with a code reflecting the outcome —
analogous to `docker wait`. The command accepts a run ID prefix or
workflow name, polls `status.json` at a configurable interval
(defaulting to 1 second), and exits 0 on success or 1 on failure/dead.
An optional `--timeout` flag causes the command to bail with an error
message if the deadline is exceeded before the run completes.

The implementation reuses existing infrastructure throughout:
`resolve_run()` for run ID/name resolution, `RunStatusRecord::load()`
and `RunStatus::is_terminal()` for polling, `Conclusion::load()` for
retrieving duration and cost after completion, and `Styles` for colored
terminal output. Human-readable status is written to stderr (preserving
stdout for data), while `--json` mode writes structured conclusion data
to stdout. Missing status files are treated as `Dead` to handle orphaned
runs gracefully. No new dependencies were required.

The change is registered in all three necessary locations:
`commands/mod.rs`, the `Command` enum in `main.rs`, the command name
mapping, and the dispatch match arm. Unit tests cover JSON output across
all terminal states (with and without conclusion data), the
human-readable output path, immediate-terminal poll behavior, and the
missing-file fallback to `Dead`.

### Fabro Details

<details>
<summary>Ran 9 stages in 12m 13s for $2.81</summary>

| Stage | Duration | Cost | Retries |
|---|---|---|---|
| start | 0s | – | 0 |
| toolchain | 0s | – | 0 |
| preflight_compile | 1m 12s | – | 0 |
| preflight_lint | 13s | – | 0 |
| implement | 4m 23s | $1.47 | 0 |
| simplify_opus | 4m 22s | $1.34 | 0 |
| simplify_gpt | 0s | – | 0 |
| verify | 1m 21s | – | 0 |
| fmt | 1s | – | 0 |
| **Total** | **12m 13s** | **$2.81** | **0** |

</details>

<details>
<summary>Ran <code>ImplementAndSimplify.fabro</code> (12 nodes and 15
edges)</summary>

```dot
digraph ImplementAndSimplify {
    graph [
        goal="Implement and simplify",
        model_stylesheet="
            * { backend: api; model: claude-opus-4-6;}
        "
    ]
    rankdir=LR

    start [shape=Mdiamond, label="Start"]
    exit  [shape=Msquare, label="Exit"]

    toolchain         [label="Toolchain", shape=parallelogram, script="command -v cargo >/dev/null || { curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y && sudo ln -sf $HOME/.cargo/bin/* /usr/local/bin/; }; cargo --version 2>&1", max_retries=0]
    preflight_compile [label="Preflight Compile", shape=parallelogram, script="cargo check -q --workspace 2>&1", max_retries=0]
    preflight_lint    [label="Preflight Lint", shape=parallelogram, script="cargo clippy -q --workspace -- -D warnings 2>&1", max_retries=0]
    fix_lints         [label="Fix Lints", prompt="The preflight lint step failed. Read the build output from context and fix all clippy lint warnings.", max_visits=3]
    implement         [label="Implement", prompt="Read the plan file referenced in the goal and implement every step. Make all the code changes described in the plan. Use red/green TDD."]
    simplify_opus     [label="Simplify (Opus)", prompt="@prompts/simplify.md"]
    simplify_gpt      [label="Simplify (GPT-54)", prompt="@prompts/simplify.md", model="gpt-54"]
    verify            [label="Verify", shape=parallelogram, script="cargo clippy -q --workspace -- -D warnings 2>&1 && cargo nextest run --cargo-quiet --workspace --status-level fail 2>&1", goal_gate=true, retry_target="fixup"]
    fixup             [label="Fixup", prompt="The verify step failed. Read the build output from context and fix all clippy lint warnings and test failures.", max_visits=3]
    fmt               [label="Format", shape=parallelogram, script="cargo fmt --all 2>&1", max_retries=0]

    start -> toolchain
    toolchain -> preflight_compile [condition="outcome=success"]
    toolchain -> exit
    preflight_compile -> preflight_lint [condition="outcome=success"]
    preflight_compile -> exit
    preflight_lint -> implement [condition="outcome=success"]
    preflight_lint -> fix_lints
    fix_lints -> preflight_lint
    implement -> simplify_opus -> simplify_gpt -> verify
    verify -> fmt   [condition="outcome=success"]
    verify -> fixup
    fixup -> verify
    fmt -> exit
}

```

</details>

⚒️ Generated with [Fabro](https://fabro.sh)

---------

Co-authored-by: Fabro <noreply@fabro.sh>
2026-03-19 22:48:38 -04:00
brynary-fabro[bot]
69ef57cd4a
Add node-level model validation + missing catalog aliases (#110)
This PR addresses two related issues that caused `fabro run` to fail at
runtime with an unhelpful LLM error when using model names like
`gpt-54`: the model catalog was missing hyphenated aliases, and the
validator had no rule to catch unknown model names on workflow nodes.

The catalog changes add `gpt-54`, `gpt-54-pro`, and `gpt-54-mini` as
recognized aliases alongside the existing `gpt54`-style variants for the
`gpt-5.4` model family. This makes the hyphenated form a valid input
that resolves correctly at both validation and runtime, and the updated
`fabro model list` output and insta snapshots reflect the expanded alias
columns. Three new alias-resolution unit tests confirm each mapping.

On the validation side, a new `NodeModelKnownRule` mirrors the existing
`StylesheetModelKnownRule` but iterates over graph nodes instead of
stylesheet declarations, emitting `Severity::Warning` diagnostics with
the relevant `node_id` when a node's `model` or `provider` attribute
doesn't match anything in the catalog. To avoid duplication, the inline
validation logic in `StylesheetModelKnownRule` was refactored into
shared `check_model_known` and `check_provider_known` helpers that both
rules now call. Five unit tests cover the valid-model, unknown-model,
alias, unknown-provider, and no-attribute cases. An unrelated dead-code
helper in `git.rs` was also removed as part of the cleanup.

### Fabro Details

<details>
<summary>Ran 11 stages in 12m 36s for $2.85</summary>

| Stage | Duration | Cost | Retries |
|---|---|---|---|
| start | 0s | – | 0 |
| toolchain | 0s | – | 0 |
| preflight_compile | 58s | – | 0 |
| preflight_lint | 10s | – | 0 |
| implement | 2m 56s | $1.13 | 0 |
| simplify_opus | 4m 12s | $1.13 | 0 |
| simplify_gpt | 0s | – | 0 |
| verify | 10s | – | 0 |
| fixup | 2m 27s | $0.59 | 0 |
| verify | 10s | – | 0 |
| fmt | 0s | – | 0 |
| **Total** | **12m 36s** | **$2.85** | **0** |

</details>

<details>
<summary>Ran <code>ImplementAndSimplify.fabro</code> (12 nodes and 15
edges)</summary>

```dot
digraph ImplementAndSimplify {
    graph [
        goal="Implement and simplify",
        model_stylesheet="
            * { backend: api; model: claude-opus-4-6;}
        "
    ]
    rankdir=LR

    start [shape=Mdiamond, label="Start"]
    exit  [shape=Msquare, label="Exit"]

    toolchain         [label="Toolchain", shape=parallelogram, script="command -v cargo >/dev/null || { curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y && sudo ln -sf $HOME/.cargo/bin/* /usr/local/bin/; }; cargo --version 2>&1", max_retries=0]
    preflight_compile [label="Preflight Compile", shape=parallelogram, script="cargo check -q --workspace 2>&1", max_retries=0]
    preflight_lint    [label="Preflight Lint", shape=parallelogram, script="cargo clippy -q --workspace -- -D warnings 2>&1", max_retries=0]
    fix_lints         [label="Fix Lints", prompt="The preflight lint step failed. Read the build output from context and fix all clippy lint warnings.", max_visits=3]
    implement         [label="Implement", prompt="Read the plan file referenced in the goal and implement every step. Make all the code changes described in the plan. Use red/green TDD."]
    simplify_opus     [label="Simplify (Opus)", prompt="@prompts/simplify.md"]
    simplify_gpt      [label="Simplify (GPT-54)", prompt="@prompts/simplify.md", model="gpt-54"]
    verify            [label="Verify", shape=parallelogram, script="cargo clippy -q --workspace -- -D warnings 2>&1 && cargo nextest run --cargo-quiet --workspace --status-level fail 2>&1", goal_gate=true, retry_target="fixup"]
    fixup             [label="Fixup", prompt="The verify step failed. Read the build output from context and fix all clippy lint warnings and test failures.", max_visits=3]
    fmt               [label="Format", shape=parallelogram, script="cargo fmt --all 2>&1", max_retries=0]

    start -> toolchain
    toolchain -> preflight_compile [condition="outcome=success"]
    toolchain -> exit
    preflight_compile -> preflight_lint [condition="outcome=success"]
    preflight_compile -> exit
    preflight_lint -> implement [condition="outcome=success"]
    preflight_lint -> fix_lints
    fix_lints -> preflight_lint
    implement -> simplify_opus -> simplify_gpt -> verify
    verify -> fmt   [condition="outcome=success"]
    verify -> fixup
    fixup -> verify
    fmt -> exit
}

```

</details>

⚒️ Generated with [Fabro](https://fabro.sh)

---------

Co-authored-by: Fabro <noreply@fabro.sh>
Co-authored-by: Bryan Helmkamp <bryan@brynary.com>
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-03-19 22:48:08 -04:00
brynary-fabro[bot]
4a5f9f698f
Strip markdown headings and "Plan:" prefix from GOAL column in fabro ps (#111)
This change cleans up the `GOAL` column in `fabro ps` output by
stripping common markdown noise before displaying goal text.
Specifically, `truncate_goal` now removes leading `#` heading markers
and an optional `Plan:` prefix (applied in order, so `## Plan: migrate
DB` correctly becomes `migrate DB`). Whitespace is trimmed after each
strip step to avoid leading spaces in the result.

As a minor refactor, the truncation logic was extracted into a
standalone `truncate_str` helper. This allows `truncate_goal` to
delegate cleanly after preprocessing, and also lets the workflow name
column (which doesn't need heading/prefix stripping) call `truncate_str`
directly. Five new unit tests cover the stripping behavior, combined
stripping, passthrough of plain text, and that truncation still applies
correctly after stripping.

### Fabro Details

<details>
<summary>Ran 9 stages in 9m 0s for $1.17</summary>

| Stage | Duration | Cost | Retries |
|---|---|---|---|
| start | 0s | – | 0 |
| toolchain | 0s | – | 0 |
| preflight_compile | 1m 10s | – | 0 |
| preflight_lint | 12s | – | 0 |
| implement | 2m 28s | $0.42 | 0 |
| simplify_opus | 3m 20s | $0.75 | 0 |
| simplify_gpt | 0s | – | 0 |
| verify | 1m 20s | – | 0 |
| fmt | 1s | – | 0 |
| **Total** | **9m 0s** | **$1.17** | **0** |

</details>

<details>
<summary>Ran <code>ImplementAndSimplify.fabro</code> (12 nodes and 15
edges)</summary>

```dot
digraph ImplementAndSimplify {
    graph [
        goal="Implement and simplify",
        model_stylesheet="
            * { backend: api; model: claude-opus-4-6;}
        "
    ]
    rankdir=LR

    start [shape=Mdiamond, label="Start"]
    exit  [shape=Msquare, label="Exit"]

    toolchain         [label="Toolchain", shape=parallelogram, script="command -v cargo >/dev/null || { curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y && sudo ln -sf $HOME/.cargo/bin/* /usr/local/bin/; }; cargo --version 2>&1", max_retries=0]
    preflight_compile [label="Preflight Compile", shape=parallelogram, script="cargo check -q --workspace 2>&1", max_retries=0]
    preflight_lint    [label="Preflight Lint", shape=parallelogram, script="cargo clippy -q --workspace -- -D warnings 2>&1", max_retries=0]
    fix_lints         [label="Fix Lints", prompt="The preflight lint step failed. Read the build output from context and fix all clippy lint warnings.", max_visits=3]
    implement         [label="Implement", prompt="Read the plan file referenced in the goal and implement every step. Make all the code changes described in the plan. Use red/green TDD."]
    simplify_opus     [label="Simplify (Opus)", prompt="@prompts/simplify.md"]
    simplify_gpt      [label="Simplify (GPT-54)", prompt="@prompts/simplify.md", model="gpt-54"]
    verify            [label="Verify", shape=parallelogram, script="cargo clippy -q --workspace -- -D warnings 2>&1 && cargo nextest run --cargo-quiet --workspace --status-level fail 2>&1", goal_gate=true, retry_target="fixup"]
    fixup             [label="Fixup", prompt="The verify step failed. Read the build output from context and fix all clippy lint warnings and test failures.", max_visits=3]
    fmt               [label="Format", shape=parallelogram, script="cargo fmt --all 2>&1", max_retries=0]

    start -> toolchain
    toolchain -> preflight_compile [condition="outcome=success"]
    toolchain -> exit
    preflight_compile -> preflight_lint [condition="outcome=success"]
    preflight_compile -> exit
    preflight_lint -> implement [condition="outcome=success"]
    preflight_lint -> fix_lints
    fix_lints -> preflight_lint
    implement -> simplify_opus -> simplify_gpt -> verify
    verify -> fmt   [condition="outcome=success"]
    verify -> fixup
    fixup -> verify
    fmt -> exit
}

```

</details>

⚒️ Generated with [Fabro](https://fabro.sh)

---------

Co-authored-by: Fabro <noreply@fabro.sh>
2026-03-19 22:27:03 -04:00
brynary-fabro[bot]
62c310bcec
Extract fabro-model crate from fabro-llm (#109)
This PR extracts a new `fabro-model` crate from `fabro-llm`, isolating
the model catalog, provider identity types, and model metadata into a
focused, lightweight package. The new crate contains `Provider`,
`ModelId`, `ModelInfo` (and related structs), and the full catalog API
(`get_model_info`, `list_models`, `default_model_from_env`,
`build_fallback_chain`, etc.) — with only `serde` and `serde_json` as
runtime dependencies, no async runtime required.

The extraction follows a clean boundary: `fabro-llm` now depends on
`fabro-model` and re-exports `Provider` and `ModelId` at its root so
existing `fabro_llm::Provider` usage remains valid without a migration.
The `ProviderAdapter` trait, `StreamEventStream`, and
`validate_tool_choice` stay in `fabro-llm` since they depend on async
streaming types. All seven consumer crates (`fabro-agent`, `fabro-api`,
`fabro-cli`, `fabro-hooks`, `fabro-workflows`, `fabro-validate`, and
`fabro-llm` itself) are updated to import catalog functions and provider
types directly from `fabro_model` rather than `fabro_llm::catalog` or
`fabro_llm::provider`.

The most impactful dependency reduction is in `fabro-validate`, which
previously pulled in all of `fabro-llm` (tokio, reqwest, the full async
runtime) just to perform catalog lookups and validate provider names. It
now depends solely on `fabro-model`, eliminating that heavyweight
transitive closure. All other consumers retain their `fabro-llm`
dependency for client and streaming functionality, but gain a precise
import path for catalog and identity concerns.

### Fabro Details

<details>
<summary>Ran 9 stages in 21m 16s for $5.47</summary>

| Stage | Duration | Cost | Retries |
|---|---|---|---|
| start | 0s | – | 0 |
| toolchain | 0s | – | 0 |
| preflight_compile | 1m 10s | – | 0 |
| preflight_lint | 12s | – | 0 |
| implement | 13m 29s | $3.81 | 1 |
| simplify_opus | 5m 41s | $1.66 | 0 |
| simplify_gpt | 0s | – | 0 |
| verify | 15s | – | 0 |
| fmt | 1s | – | 0 |
| **Total** | **21m 16s** | **$5.47** | **1** |

</details>

<details>
<summary>Ran <code>ImplementAndSimplify.fabro</code> (12 nodes and 15
edges)</summary>

```dot
digraph ImplementAndSimplify {
    graph [
        goal="Implement and simplify",
        model_stylesheet="
            * { backend: api; model: claude-opus-4-6;}
        "
    ]
    rankdir=LR

    start [shape=Mdiamond, label="Start"]
    exit  [shape=Msquare, label="Exit"]

    toolchain         [label="Toolchain", shape=parallelogram, script="command -v cargo >/dev/null || { curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y && sudo ln -sf $HOME/.cargo/bin/* /usr/local/bin/; }; cargo --version 2>&1", max_retries=0]
    preflight_compile [label="Preflight Compile", shape=parallelogram, script="cargo check -q --workspace 2>&1", max_retries=0]
    preflight_lint    [label="Preflight Lint", shape=parallelogram, script="cargo clippy -q --workspace -- -D warnings 2>&1", max_retries=0]
    fix_lints         [label="Fix Lints", prompt="The preflight lint step failed. Read the build output from context and fix all clippy lint warnings.", max_visits=3]
    implement         [label="Implement", prompt="Read the plan file referenced in the goal and implement every step. Make all the code changes described in the plan. Use red/green TDD."]
    simplify_opus     [label="Simplify (Opus)", prompt="@prompts/simplify.md"]
    simplify_gpt      [label="Simplify (GPT-54)", prompt="@prompts/simplify.md", model="gpt-54"]
    verify            [label="Verify", shape=parallelogram, script="cargo clippy -q --workspace -- -D warnings 2>&1 && cargo nextest run --cargo-quiet --workspace --status-level fail 2>&1", goal_gate=true, retry_target="fixup"]
    fixup             [label="Fixup", prompt="The verify step failed. Read the build output from context and fix all clippy lint warnings and test failures.", max_visits=3]
    fmt               [label="Format", shape=parallelogram, script="cargo fmt --all 2>&1", max_retries=0]

    start -> toolchain
    toolchain -> preflight_compile [condition="outcome=success"]
    toolchain -> exit
    preflight_compile -> preflight_lint [condition="outcome=success"]
    preflight_compile -> exit
    preflight_lint -> implement [condition="outcome=success"]
    preflight_lint -> fix_lints
    fix_lints -> preflight_lint
    implement -> simplify_opus -> simplify_gpt -> verify
    verify -> fmt   [condition="outcome=success"]
    verify -> fixup
    fixup -> verify
    fmt -> exit
}

```

</details>

⚒️ Generated with [Fabro](https://fabro.sh)

---------

Co-authored-by: Fabro <noreply@fabro.sh>
2026-03-19 22:26:47 -04:00