Co-authored-by: dev_agent <dev_agent@cubecraftlabs.com>
This commit was merged in pull request #60.
This commit is contained in:
+108
-40
@@ -4,7 +4,7 @@
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// for output matching the skill's schema, decodes and validates the reply,
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// and on failure sends exactly one repair turn quoting the problems. If the
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// repair fails too the run fails with llm.ErrBadOutput; there is no silent
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// fallback (D-007).
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// fallback (D-007). Every run is recorded in ai_runs (see Run and Purge).
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package harness
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import (
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@@ -17,6 +17,7 @@ import (
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"strings"
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"code.cubecraftlabs.com/Maniacs_Mansion/Meal-Quest/internal/ai/llm"
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"code.cubecraftlabs.com/Maniacs_Mansion/Meal-Quest/internal/store"
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)
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// Skill is one versioned AI task with input In and structured output Out.
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@@ -40,16 +41,43 @@ type Skill[In, Out any] interface {
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PostProcess(out Out) (Out, error)
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}
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// NewProvider builds the provider a run sends its requests to from the
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// household's settings and decrypted API key. In production it is
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// presets.FromSettings.
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type NewProvider func(s llm.Settings, key string) (llm.Provider, error)
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// Config is what a run needs from the household's AI settings.
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type Config struct {
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// Provider answers the requests.
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Provider llm.Provider
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// Settings is the household's AI configuration. Settings.Provider and
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// Settings.Model are recorded in ai_runs and may not be empty;
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// Settings.Temperature is sent with every request.
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Settings llm.Settings
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// APIKey is the decrypted API key, or "" for a provider that takes
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// none. It reaches the provider only through NewProvider, and every
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// occurrence of it is removed from the ai_runs row.
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APIKey string
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// NewProvider builds the run's provider from Settings and APIKey.
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NewProvider NewProvider
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// Persona is ai_settings.system_prompt, the first layer of every
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// system prompt; empty means none.
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Persona string
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// Temperature is the household's sampling temperature, sent with
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// every request.
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Temperature float64
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// Store receives the run's ai_runs row. It must not be nil.
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Store *store.Store
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}
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// validate reports a Config missing what every run needs.
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func (c Config) validate() error {
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switch {
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case c.NewProvider == nil:
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return errors.New("config has no provider constructor")
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case c.Settings.Provider == "":
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return errors.New("config has no provider name")
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case c.Settings.Model == "":
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return errors.New("config has no model")
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case c.Store == nil:
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return errors.New("config has no store")
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}
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return nil
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}
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// BadOutputError is a run whose reply and repair reply were both unusable.
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@@ -74,48 +102,88 @@ func (e *BadOutputError) Unwrap() error { return llm.ErrBadOutput }
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// Run runs skill s on in with cfg and returns its validated, post-processed
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// output. A provider error other than llm.ErrBadOutput is returned
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// unchanged and never repaired.
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//
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// Every run with a valid Config writes one ai_runs row when it ends,
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// covering both turns, with its RunStatus and the request and response
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// bodies redacted (see redact). A render failure is recorded as
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// StatusBadOutput and a provider that cannot be built as
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// StatusProviderError, both with no turns. A Config error fails the run
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// before anything else, and writes no row since the row cannot be
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// written without one. When the row cannot be written the run fails with
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// that error too, even if its output was usable.
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func Run[In, Out any](ctx context.Context, cfg Config, s Skill[In, Out], in In) (Out, error) {
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var zero Out
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if err := cfg.validate(); err != nil {
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return zero, fmt.Errorf("harness: skill %s v%d: %w", s.Name(), s.Version(), err)
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}
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log := &runLog{start: store.Now()}
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out, status, err := execute(ctx, cfg, s, in, log)
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if saveErr := log.save(ctx, cfg, s.Name(), s.Version(), status, err); saveErr != nil {
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return zero, errors.Join(err, fmt.Errorf("harness: skill %s v%d: record ai_runs row: %w", s.Name(), s.Version(), saveErr))
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}
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if err != nil {
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return zero, err
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}
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return out, nil
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}
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// execute renders the prompt, builds the provider and sends the turns,
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// recording them in log. It returns the run's status alongside its result.
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func execute[In, Out any](ctx context.Context, cfg Config, s Skill[In, Out], in In, log *runLog) (Out, RunStatus, error) {
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var zero Out
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prompt, err := Render(cfg.Persona, s, in)
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if err != nil {
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return zero, fmt.Errorf("harness: skill %s v%d: render: %w", s.Name(), s.Version(), err)
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return zero, StatusBadOutput, fmt.Errorf("harness: skill %s v%d: render: %w", s.Name(), s.Version(), err)
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}
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provider, err := cfg.NewProvider(cfg.Settings, cfg.APIKey)
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if err != nil {
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return zero, StatusProviderError, fmt.Errorf("harness: skill %s v%d: provider: %w", s.Name(), s.Version(), err)
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}
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schema := s.Schema()
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temperature := cfg.Temperature
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temperature := cfg.Settings.Temperature
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req := llm.Request{
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System: prompt.System,
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Messages: []llm.Message{{Role: llm.RoleUser, Content: prompt.User}},
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Temperature: &temperature,
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Schema: &schema,
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}
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out, reply, first, err := attempt(ctx, cfg.Provider, s, req)
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if err != nil {
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return zero, err
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}
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if len(first) > 0 {
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if reply != "" {
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req.Messages = append(req.Messages, llm.Message{Role: llm.RoleAssistant, Content: reply})
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}
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req.Messages = append(req.Messages, llm.Message{Role: llm.RoleUser, Content: repairMessage(schema.Name, first)})
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var second []string
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out, _, second, err = attempt(ctx, cfg.Provider, s, req)
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if err != nil {
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return zero, err
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}
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if len(second) > 0 {
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return zero, &BadOutputError{Skill: s.Name(), Version: s.Version(), First: first, Repair: second}
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}
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}
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return out, nil
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return turns(ctx, cfg.APIKey, provider, s, req, log)
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}
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// attempt sends req once, then decodes, validates, post-processes and
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// validates the reply again. It returns the reply for the repair turn and
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// the problems found; err is set only for a provider or post-process
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// failure, neither of which is repairable.
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func attempt[In, Out any](ctx context.Context, p llm.Provider, s Skill[In, Out], req llm.Request) (out Out, reply string, problems []string, err error) {
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resp, err := p.Generate(ctx, req)
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// turns sends req and, when its reply is unusable, the repair turn,
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// recording both in log. It returns the run's status alongside its result.
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func turns[In, Out any](ctx context.Context, apiKey string, provider llm.Provider, s Skill[In, Out], req llm.Request, log *runLog) (Out, RunStatus, error) {
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var zero Out
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out, reply, first, status, err := attempt(ctx, apiKey, provider, s, req, log)
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if err != nil {
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return zero, status, err
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}
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if len(first) == 0 {
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return out, StatusOK, nil
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}
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log.problems = first
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if reply != "" {
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req.Messages = append(req.Messages, llm.Message{Role: llm.RoleAssistant, Content: reply})
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}
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req.Messages = append(req.Messages, llm.Message{Role: llm.RoleUser, Content: repairMessage(req.Schema.Name, first)})
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out, _, second, status, err := attempt(ctx, apiKey, provider, s, req, log)
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if err != nil {
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return zero, status, err
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}
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if len(second) > 0 {
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return zero, StatusBadOutput, &BadOutputError{Skill: s.Name(), Version: s.Version(), First: first, Repair: second}
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}
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return out, StatusRepaired, nil
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}
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// attempt sends req to provider once, records the turn in log, then decodes,
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// validates, post-processes and validates the reply again. It returns the
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// reply for the repair turn and the problems found; err is set only for a
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// provider or post-process failure, neither of which is repairable, and
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// status then says which.
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func attempt[In, Out any](ctx context.Context, apiKey string, provider llm.Provider, s Skill[In, Out], req llm.Request, log *runLog) (out Out, reply string, problems []string, status RunStatus, err error) {
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resp, err := provider.Generate(ctx, req)
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log.add(apiKey, req, resp, err)
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// The repair turn must quote what failed: the structured output when
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// there is any, otherwise the text.
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reply = string(resp.JSON)
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@@ -124,21 +192,21 @@ func attempt[In, Out any](ctx context.Context, p llm.Provider, s Skill[In, Out],
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}
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if err != nil {
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if errors.Is(err, llm.ErrBadOutput) {
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return out, reply, []string{err.Error()}, nil
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return out, reply, []string{err.Error()}, "", nil
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}
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return out, "", nil, err
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return out, "", nil, StatusProviderError, err
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}
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if err := decode(resp.JSON, &out); err != nil {
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return out, reply, []string{err.Error()}, nil
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return out, reply, []string{err.Error()}, "", nil
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}
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if problems := s.Validate(out); len(problems) > 0 {
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return out, reply, problems, nil
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return out, reply, problems, "", nil
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}
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out, err = s.PostProcess(out)
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if err != nil {
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return out, "", nil, fmt.Errorf("harness: skill %s v%d: post-process: %w", s.Name(), s.Version(), err)
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return out, "", nil, StatusBadOutput, fmt.Errorf("harness: skill %s v%d: post-process: %w", s.Name(), s.Version(), err)
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}
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return out, reply, s.Validate(out), nil
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return out, reply, s.Validate(out), "", nil
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}
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// decode strictly decodes data into out: one JSON value, no unknown fields.
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