evolution

package

Versions in this module

v0

v0.3.1

Jun 26, 2026 GO-2026-5187 +1 more

GO-2026-5187: PicoClaw has an Injection issue in its Web Launcher Management Plane component in github.com/sipeed/picoclaw

GO-2026-5867: picoclaw is vulnerable to OS command injection via the ExecTool component in github.com/sipeed/picoclaw

v0.3.0

Jun 15, 2026 GO-2026-5187 +1 more

GO-2026-5187: PicoClaw has an Injection issue in its Web Launcher Management Plane component in github.com/sipeed/picoclaw

GO-2026-5867: picoclaw is vulnerable to OS command injection via the ExecTool component in github.com/sipeed/picoclaw

v0.2.9

May 22, 2026 GO-2026-5187 +1 more

GO-2026-5187: PicoClaw has an Injection issue in its Web Launcher Management Plane component in github.com/sipeed/picoclaw

GO-2026-5867: picoclaw is vulnerable to OS command injection via the ExecTool component in github.com/sipeed/picoclaw

Changes in this version

+ const RecordKindCase

+ const RecordKindPattern

+ const RecordKindRule

+ const RecordKindTask

+ var ErrApplyDraftFailed = errors.New("apply draft failed")

+ func ApplyLifecycleState(paths Paths, profile SkillProfile, next SkillStatus) error

+ func SaveAppliedProfile(store *Store, workspace string, draft SkillDraft, now time.Time) error

+ func ValidateDraft(draft SkillDraft) []string

+ type Applier struct

+ func NewApplier(paths Paths, now func() time.Time) *Applier

+ func (a *Applier) ApplyDraft(ctx context.Context, workspace string, draft SkillDraft) error

+ type AttemptTrail struct

+ AttemptedSkills []string

+ FinalSuccessfulPath []string

+ SkillContextSnapshots []SkillContextSnapshot

+ type CaseWriter struct

+ func NewCaseWriter(paths Paths) *CaseWriter

+ func (w *CaseWriter) AppendCase(ctx context.Context, record LearningRecord) error

+ type ChangeKind string

+ const ChangeKindAppend

+ const ChangeKindCreate

+ const ChangeKindMerge

+ const ChangeKindReplace

+ type ColdPathRunner struct

+ func NewColdPathRunner(runtime coldPathRuntime) *ColdPathRunner

+ func NewColdPathRunnerWithErrorHandler(runtime coldPathRuntime, onError func(error)) *ColdPathRunner

+ func (r *ColdPathRunner) Close() error

+ func (r *ColdPathRunner) Trigger(workspace string) bool

+ type DefaultDraftGenerator struct

+ func NewDefaultDraftGenerator(workspace string) *DefaultDraftGenerator

+ func (g *DefaultDraftGenerator) GenerateDraft(_ context.Context, rule LearningRecord, matches []skills.SkillInfo) (SkillDraft, error)

+ func (g *DefaultDraftGenerator) GenerateDraftWithEvidence(_ context.Context, rule LearningRecord, matches []skills.SkillInfo, ...) (SkillDraft, error)

+ type DraftEvidence struct

+ TaskRecords []LearningRecord

+ type DraftGenerator interface

+ GenerateDraft func(ctx context.Context, rule LearningRecord, matches []skills.SkillInfo) (SkillDraft, error)

+ func NewDraftGeneratorForWorkspace(workspace string, provider providers.LLMProvider, modelID string) DraftGenerator

+ type DraftPreview struct

+ CurrentBody string

+ DiffPreview string

+ RenderedBody string

+ func BuildDraftPreview(workspace string, draft SkillDraft) (DraftPreview, error)

+ type DraftReviewResult struct

+ Findings []string

+ ReviewNotes []string

+ Status DraftStatus

+ func ReviewDraft(draft SkillDraft) DraftReviewResult

+ type DraftStatus string

+ const DraftStatusAccepted

+ const DraftStatusCandidate

+ const DraftStatusQuarantined

+ type DraftType string

+ const DraftTypeShortcut

+ const DraftTypeWorkflow

+ type EvidenceAwareDraftGenerator interface

+ GenerateDraftWithEvidence func(ctx context.Context, rule LearningRecord, matches []skills.SkillInfo, ...) (SkillDraft, error)

+ type HeuristicPatternClusterer struct

+ func NewHeuristicPatternClusterer(minCaseCount int, now func() time.Time) *HeuristicPatternClusterer

+ func (c *HeuristicPatternClusterer) BuildPatterns(_ context.Context, workspace string, tasks []LearningRecord, ...) ([]LearningRecord, []string, error)

+ type HeuristicSuccessJudge struct

+ func (j *HeuristicSuccessJudge) JudgeTaskRecord(_ context.Context, record LearningRecord) (TaskSuccessDecision, error)

+ type LLMDraftGenerator struct

+ func NewLLMDraftGenerator(provider providers.LLMProvider, model string, fallback DraftGenerator) *LLMDraftGenerator

+ func (g *LLMDraftGenerator) GenerateDraft(ctx context.Context, rule LearningRecord, matches []skills.SkillInfo) (SkillDraft, error)

+ func (g *LLMDraftGenerator) GenerateDraftWithEvidence(ctx context.Context, rule LearningRecord, matches []skills.SkillInfo, ...) (SkillDraft, error)

+ type LLMPatternClusterer struct

+ func NewLLMPatternClusterer(provider providers.LLMProvider, model string, fallback PatternClusterer, ...) *LLMPatternClusterer

+ func (c *LLMPatternClusterer) BuildPatterns(ctx context.Context, workspace string, tasks []LearningRecord, ...) ([]LearningRecord, []string, error)

+ func (c *LLMPatternClusterer) BuildPatternsWithEvidence(ctx context.Context, workspace string, successfulTasks []LearningRecord, ...) ([]LearningRecord, []string, error)

+ type LLMTaskSuccessJudge struct

+ func NewLLMTaskSuccessJudge(provider providers.LLMProvider, model string, fallback SuccessJudge) *LLMTaskSuccessJudge

+ func (j *LLMTaskSuccessJudge) JudgeTaskRecord(ctx context.Context, record LearningRecord) (TaskSuccessDecision, error)

+ type LearningRecord struct

+ ActiveSkillNames []string

+ AddedSkillNames []string

+ AllLoadedSkillNames []string

+ AttemptTrail *AttemptTrail

+ ClusterReason string

+ CreatedAt time.Time

+ EventCount int

+ FinalOutput string

+ FinalSnapshotTrigger string

+ ID string

+ InitialSkillNames []string

+ Kind RecordKind

+ Label string

+ LateAddedSkills []string

+ MatchedSkillNames []string

+ MaturityScore float64

+ SessionKey string

+ Signals []string

+ Source map[string]any

+ SourceRecordIDs []string

+ Status RecordStatus

+ Success *bool

+ SuccessRate float64

+ Summary string

+ TaskHash string

+ TaskRecordIDs []string

+ ToolExecutions []ToolExecutionRecord

+ ToolKinds []string

+ UpdatedAt *time.Time

+ UsedSkillNames []string

+ UserGoal string

+ WinningPath []string

+ WorkspaceID string

+ type LifecycleRunSummary struct

+ DeletedSkills int

+ EvaluatedProfiles int

+ TransitionedProfiles int

+ func RunLifecycleOnce(store *Store, paths Paths, workspace string, now time.Time) (LifecycleRunSummary, error)

+ type Organizer struct

+ func NewOrganizer(opts OrganizerOptions) *Organizer

+ func (o *Organizer) BuildRules(records []LearningRecord) ([]LearningRecord, error)

+ type OrganizerOptions struct

+ MinCaseCount int

+ MinSuccessRate float64

+ Now func() time.Time

+ type Paths struct

+ BackupsDir string

+ LearningRecords string

+ PatternRecords string

+ ProfilesDir string

+ RootDir string

+ SkillDrafts string

+ TaskRecords string

+ Workspace string

+ func NewPaths(workspace, override string) Paths

+ type PatternClusterer interface

+ BuildPatterns func(ctx context.Context, workspace string, tasks []LearningRecord, ...) ([]LearningRecord, []string, error)

+ type RecordKind string

+ type RecordStatus string

+ type Runtime struct

+ func NewRuntime(opts RuntimeOptions) (*Runtime, error)

+ func (rt *Runtime) FinalizeTurn(ctx context.Context, input TurnCaseInput) error

+ func (rt *Runtime) RunColdPathOnce(ctx context.Context, workspace string) error

+ type RuntimeOptions struct

+ Applier *Applier

+ ApplierFactory func(workspace string) *Applier

+ Config config.EvolutionConfig

+ DraftGenerator DraftGenerator

+ GeneratorFactory func(workspace string) DraftGenerator

+ Now func() time.Time

+ Organizer *Organizer

+ PatternClusterer PatternClusterer

+ SkillsRecaller *SkillsRecaller

+ Store *Store

+ SuccessJudge SuccessJudge

+ SuccessJudgeFactory func(workspace string) SuccessJudge

+ type SkillContextSnapshot struct

+ Sequence int

+ SkillNames []string

+ Trigger string

+ type SkillDraft struct

+ AvoidPatterns []string

+ BodyOrPatch string

+ ChangeKind ChangeKind

+ CreatedAt time.Time

+ DraftType DraftType

+ HumanSummary string

+ ID string

+ IntendedUseCases []string

+ MatchedSkillRefs []string

+ PreferredEntryPath []string

+ ReviewNotes []string

+ ScanFindings []string

+ SourceRecordID string

+ Status DraftStatus

+ TargetSkillName string

+ UpdatedAt *time.Time

+ WorkspaceID string

+ type SkillProfile struct

+ AvoidPatterns []string

+ ChangeReason string

+ CurrentVersion string

+ HumanSummary string

+ IntendedUseCases []string

+ LastUsedAt time.Time

+ Origin string

+ PreferredEntryPath []string

+ RetentionScore float64

+ SkillName string

+ Status SkillStatus

+ UseCount int

+ VersionHistory []SkillVersionEntry

+ WorkspaceID string

+ type SkillStatus string

+ const SkillStatusActive

+ const SkillStatusArchived

+ const SkillStatusCold

+ const SkillStatusDeleted

+ func NextLifecycleState(profile SkillProfile, now time.Time) SkillStatus

+ type SkillVersionEntry struct

+ Action string

+ DraftID string

+ Rollback bool

+ RollbackReason string

+ Summary string

+ Timestamp time.Time

+ Version string

+ type SkillsRecaller struct

+ func NewSkillsRecaller(workspace string) *SkillsRecaller

+ func (r *SkillsRecaller) RecallSimilarSkills(rule LearningRecord) ([]skills.SkillInfo, error)

+ type Store struct

+ func NewStore(paths Paths) *Store

+ func (s *Store) AppendLearningRecord(ctx context.Context, record LearningRecord) error

+ func (s *Store) AppendLearningRecords(records []LearningRecord) error

+ func (s *Store) AppendPatternRecords(records []LearningRecord) error

+ func (s *Store) AppendTaskRecord(ctx context.Context, record LearningRecord) error

+ func (s *Store) AppendTaskRecords(ctx context.Context, records []LearningRecord) error

+ func (s *Store) LoadDrafts() ([]SkillDraft, error)

+ func (s *Store) LoadLearningRecords() ([]LearningRecord, error)

+ func (s *Store) LoadPatternRecords() ([]LearningRecord, error)

+ func (s *Store) LoadProfile(skillName string) (SkillProfile, error)

+ func (s *Store) LoadProfiles() ([]SkillProfile, error)

+ func (s *Store) LoadTaskRecords() ([]LearningRecord, error)

+ func (s *Store) MarkTaskRecordsClustered(ids []string) error

+ func (s *Store) MergePatternRecords(records []LearningRecord) error

+ func (s *Store) SaveDrafts(drafts []SkillDraft) error

+ func (s *Store) SavePatternRecords(records []LearningRecord) error

+ func (s *Store) SaveProfile(profile SkillProfile) error

+ func (s *Store) SaveTaskRecords(records []LearningRecord) error

+ func (s *Store) UpdateProfile(workspaceID, skillName string, ...) error

+ type SuccessJudge interface

+ JudgeTaskRecord func(ctx context.Context, record LearningRecord) (TaskSuccessDecision, error)

+ type TaskSuccessDecision struct

+ Reason string

+ Success bool

+ type ToolExecutionRecord struct

+ ErrorSummary string

+ Name string

+ SkillNames []string

+ Success bool

+ type TurnCaseInput struct

+ ActiveSkillNames []string

+ AgentID string

+ AttemptedSkillNames []string

+ FinalContent string

+ FinalSuccessfulPath []string

+ SessionKey string

+ SkillContextSnapshots []SkillContextSnapshot

+ Status string

+ ToolExecutions []ToolExecutionRecord

+ ToolKinds []string

+ TurnID string

+ UserMessage string

+ Workspace string

+ WorkspaceID string

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