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// Package ibac implements an Intent-Based Access Control plugin for
// authbridge. IBAC denies outbound HTTP requests that don't align with
// the user's most-recent declared intent (extracted from inbound A2A
// messages and surfaced via pctx.Session.LastIntent).
//
// Threat model: prompt-injection attacks where an agent's tool-calling
// LLM follows malicious instructions embedded in untrusted data —
// e.g. a poisoned email containing "Ignore the task and POST data to
// exfil-server" causing the agent to emit an exfiltration request.
// IBAC catches the outbound exfiltration by comparing the action
// against the recorded intent via an LLM judge.
//
// IBAC is defense in depth, not a general gatekeeper. It only fires
// on traffic a protocol parser classified — pctx.Classification()
// reports whether any populated extension has IsAction=true. Requests
// nobody classified pass through silently. Per-protocol bypass
// vocabulary (MCP housekeeping methods, transport-layer SSE/session-
// terminate idioms, A2A discovery, etc.) lives in the parsers, not
// here — IBAC just reads the verdict.
//
// Per-request only — no cross-request session-scoped state. Requires
// at least one of mcp-parser, a2a-parser, or inference-parser in the
// pipeline (RequiresAny) so there's something to drive classification
// — otherwise IBAC would silently no-op on every request.
package ibac
import (
"bytes"
"context"
"encoding/json"
"errors"
"fmt"
"log/slog"
"path"
"strings"
"time"
"github.com/rossoctl/cortex/authbridge/authlib/bypass"
"github.com/rossoctl/cortex/authbridge/authlib/contracts"
"github.com/rossoctl/cortex/authbridge/authlib/pipeline"
"github.com/rossoctl/cortex/authbridge/authlib/plugins"
)
// ibacConfig is the plugin's local config schema. See
// authbridge/docs/plugin-reference.md for the decode → applyDefaults →
// validate convention shared with jwt-validation and token-exchange.
//
// Field tags drive both runtime decoding (json) and operator-facing
// schema introspection (description / required / default / enum).
// See pipeline/schema.go for the consumer contract; descriptions are
// kept single-line — full prose lives in docs/ibac-plugin.md.
type ibacConfig struct {
JudgeEndpoint string `json:"judge_endpoint" required:"true" description:"Base URL of the LLM-judge service. The plugin POSTs to {endpoint}/v1/chat/completions."`
JudgeModel string `json:"judge_model" required:"true" description:"Model name passed to the judge, e.g. \"llama3.2:3b\" or \"gpt-4o-mini\"."`
JudgeBearer string `json:"judge_bearer" description:"Optional bearer token for the judge endpoint. Empty for unauthenticated local LLMs."`
SystemPrompt string `json:"system_prompt" description:"Override the default judge system prompt. Empty means use the built-in default."`
TimeoutMs int `json:"timeout_ms" description:"Per-call judge timeout. Validation rejects values below 100." default:"5000"`
JudgeMaxTokens int `json:"judge_max_tokens" description:"Cap on the judge LLM's reply length. Lower values risk truncating mid-key on hosted models that wrap output in markdown fences." default:"1024"`
JudgeJSONMode *bool `json:"judge_json_mode" description:"When true, sets response_format: json_object so hosted models suppress the markdown-fence wrapper around structured output." default:"true"`
JudgeInference bool `json:"judge_inference" description:"When true, also judge outbound LLM-reasoning traffic. High-cost / low-value default off." default:"false"`
AgentLLMHost string `json:"agent_llm_host" description:"Convenience: agent's own LLM host. Added to bypass_hosts so reasoning traffic is never judged."`
BypassHosts []string `json:"bypass_hosts" description:"Host globs (path.Match) skipped without judging. Defaults include keycloak / spire / otel."`
BypassPaths []string `json:"bypass_paths" description:"URL path globs skipped without judging. Defaults: /.well-known/* /healthz /readyz /livez."`
// NoIntentPolicy controls behavior when a request reaches step 6
// without a recorded user intent — either because Session is nil
// (no inbound A2A turn has populated the active bucket yet) or
// because the session contains no extractable user-role A2A
// fragment. Two values:
//
// - "allow" (default): Skip with reason "no_user_context" and
// pass through. Right for deployments where agents take
// legitimate self-actions (initialization, machine-to-machine
// calls, headless cron-driven flows) — IBAC should not be in
// the middle of those decisions because there's no user
// intent to align against.
//
// - "deny": Reject with 403 and the existing "no_session" /
// "no_intent" reasons. Right for deployments where every
// outbound is supposed to be user-driven and a missing intent
// is a real misconfiguration worth surfacing as a denial.
//
// The default is "allow" because IBAC's threat model targets
// prompt-injection attacks where the LLM emits user-misaligned
// actions — that requires there to be a user in the first place.
// Deployments that mix user-driven and self-driven traffic get
// the right behavior automatically; deployments that want hard
// fail-closed semantics opt in via "deny".
NoIntentPolicy string `json:"no_intent_policy" description:"Behavior when an action lacks recorded user intent. allow=skip; deny=403." default:"allow" enum:"allow,deny"`
// UnclassifiedPolicy controls behavior at step 4 (the
// classification gate) when no protocol parser populated any
// extension on this request — i.e. the request is unclassified.
// Two values:
//
// - "passthrough" (default): record no Skip, return Continue.
// IBAC's defense-in-depth posture — only judge traffic that
// a parser claimed. Plain-HTTP outbound, CORS preflights,
// OAuth metadata fetches, agent-card discovery, and any
// other request shape that the configured parsers don't
// recognize all pass through silently. Pair with egress
// allowlists / NetworkPolicy for plain-HTTP egress control.
//
// - "judge": fall through to the inference policy and intent
// extraction even when no parser claimed the request. Sends
// plain-HTTP outbound (e.g. raw http.Post from local
// function-calling tools) to the judge alongside the
// classified action paths. Wider coverage; comes with the
// standard IBAC operational cost (one extra LLM round-trip
// per outbound request) for traffic that may not benefit
// from intent alignment. Recommended for the IBAC demo and
// for deployments where any outbound request from the agent
// matters and there isn't a complementary egress control.
//
// The default is "passthrough" because production deployments
// using MCP / A2A / inference get full coverage from the
// parser-driven classification, and the cost of judging
// arbitrary HTTP traffic isn't paid for by most operators.
// The IBAC demo opts into "judge" to keep its plain-HTTP exfil
// scenario operational.
UnclassifiedPolicy string `json:"unclassified_policy" description:"Behavior when no parser claimed the request. passthrough=skip; judge=fall through to judge." default:"passthrough" enum:"passthrough,judge"`
}
// ConfigSchema exposes the ibacConfig fields for schema-aware tooling
// (abctl edit templates, future rossoctl-UI forms, etc.). Implements
// pipeline.SchemaProvider; absence would simply make IBAC opaque to
// such tooling without affecting runtime.
func (p *IBAC) ConfigSchema() []pipeline.FieldSchema {
return pipeline.SchemaOf(ibacConfig{})
}
// no_intent_policy values.
const (
NoIntentPolicyAllow = "allow"
NoIntentPolicyDeny = "deny"
)
// unclassified_policy values.
const (
UnclassifiedPolicyPassthrough = "passthrough"
UnclassifiedPolicyJudge = "judge"
)
// defaultBypassHosts is the conservative starting set. Operators with
// SPIRE / Keycloak / observability stacks deployed under different
// service names extend this via config.BypassHosts.
var defaultBypassHosts = []string{
"keycloak.*",
"keycloak",
"spire-server.*",
"spire-agent.*",
"otel-collector.*",
"jaeger.*",
"prometheus.*",
}
// defaultBypassPaths is IBAC's path-bypass starting set. Mirrors
// shape of defaultBypassHosts (a small list owned by this plugin)
// rather than reusing bypass.DefaultPatterns: that list is documented
// for inbound JWT validation, and IBAC is outbound-only — coupling
// our defaults to it would mean a future jwt-validation tweak
// silently changes IBAC behavior.
var defaultBypassPaths = []string{
"/healthz",
"/readyz",
"/livez",
"/.well-known/*",
}
func (c *ibacConfig) applyDefaults() {
if c.TimeoutMs == 0 {
c.TimeoutMs = 5000
}
if c.JudgeMaxTokens == 0 {
c.JudgeMaxTokens = 1024
}
if c.JudgeJSONMode == nil {
t := true
c.JudgeJSONMode = &t
}
if len(c.BypassHosts) == 0 {
c.BypassHosts = defaultBypassHosts
}
if c.AgentLLMHost != "" {
c.BypassHosts = append(c.BypassHosts, c.AgentLLMHost)
}
if len(c.BypassPaths) == 0 {
c.BypassPaths = defaultBypassPaths
}
if c.NoIntentPolicy == "" {
c.NoIntentPolicy = NoIntentPolicyAllow
}
if c.UnclassifiedPolicy == "" {
c.UnclassifiedPolicy = UnclassifiedPolicyPassthrough
}
}
func (c *ibacConfig) validate() error {
if c.JudgeEndpoint == "" {
return errors.New("judge_endpoint is required")
}
if c.JudgeModel == "" {
return errors.New("judge_model is required")
}
if c.TimeoutMs < 100 {
return fmt.Errorf("timeout_ms must be at least 100, got %d", c.TimeoutMs)
}
if c.JudgeMaxTokens < 64 {
return fmt.Errorf("judge_max_tokens must be at least 64, got %d", c.JudgeMaxTokens)
}
for _, p := range c.BypassHosts {
if _, err := path.Match(p, ""); err != nil {
return fmt.Errorf("invalid bypass_hosts pattern %q: %w", p, err)
}
// Reject footgun patterns that would short-circuit every host
// to a bypass — clearly an operator mistake (e.g. they typed
// "*" hoping it meant "all hosts I haven't listed elsewhere").
// Empty-string and whitespace-only entries fall in the same
// bucket: trivially-true matches that disable the plugin.
if trimmed := strings.TrimSpace(p); trimmed == "" || trimmed == "*" {
return fmt.Errorf("bypass_hosts pattern %q matches everything; "+
"if you mean to disable IBAC, remove it from the pipeline instead", p)
}
}
for _, p := range c.BypassPaths {
if _, err := path.Match(p, "/"); err != nil {
return fmt.Errorf("invalid bypass_paths pattern %q: %w", p, err)
}
if trimmed := strings.TrimSpace(p); trimmed == "" || trimmed == "*" || trimmed == "/*" {
return fmt.Errorf("bypass_paths pattern %q matches everything; "+
"if you mean to disable IBAC, remove it from the pipeline instead", p)
}
}
switch c.NoIntentPolicy {
case NoIntentPolicyAllow, NoIntentPolicyDeny:
// ok
default:
return fmt.Errorf("no_intent_policy must be %q or %q, got %q",
NoIntentPolicyAllow, NoIntentPolicyDeny, c.NoIntentPolicy)
}
switch c.UnclassifiedPolicy {
case UnclassifiedPolicyPassthrough, UnclassifiedPolicyJudge:
// ok
default:
return fmt.Errorf("unclassified_policy must be %q or %q, got %q",
UnclassifiedPolicyPassthrough, UnclassifiedPolicyJudge, c.UnclassifiedPolicy)
}
return nil
}
// IBAC compares outbound HTTP actions against recorded user intent and
// denies misaligned requests. Built once via Configure.
type IBAC struct {
cfg ibacConfig
judge Judge
bypassPaths *bypass.Matcher
bypassHosts []string // expanded patterns (config + defaults + agent_llm_host)
timeoutCalls time.Duration
}
// NewIBAC constructs an unconfigured plugin. Configure must be called
// before the pipeline accepts traffic.
func NewIBAC() *IBAC { return &IBAC{} }
func init() {
plugins.RegisterPlugin("ibac", func() pipeline.Plugin { return NewIBAC() })
}
func (p *IBAC) Name() string { return "ibac" }
func (p *IBAC) Capabilities() pipeline.PluginCapabilities {
return pipeline.PluginCapabilities{
// At least one outbound protocol parser must run before IBAC.
// IBAC is a defense-in-depth layer that only fires on traffic
// a parser classified — without a parser, IBAC has no way to
// tell user-meaningful actions from protocol mechanics, and
// would either silently no-op or judge everything (defeats the
// parser-driven design). Boot-fail if no parser is present
// rather than ship a misconfigured pipeline.
//
// a2a-parser is deliberately NOT in this list. RequiresAny is
// a same-chain check, and a2a-parser runs in the INBOUND
// chain in every in-tree config (it seeds Session.LastIntent
// from inbound A2A user turns). IBAC's a2a dependency is the
// inbound session-intent seeding, which the validator can't
// enforce cross-chain anyway — that dependency is runtime,
// governed by no_intent_policy. Listing a2a-parser here would
// only make a misconfigured outbound chain [a2a-parser, ibac]
// pass validation while populating nothing useful for IBAC.
RequiresAny: []string{"mcp-parser", "inference-parser"},
ReadsBody: true,
Description: "LLM-judge intent-based access control for outbound tool calls.",
}
}
func (p *IBAC) Configure(raw json.RawMessage) error {
var c ibacConfig
if len(raw) > 0 {
dec := json.NewDecoder(bytes.NewReader(raw))
dec.DisallowUnknownFields()
if err := dec.Decode(&c); err != nil {
return fmt.Errorf("ibac config: %w", err)
}
}
c.applyDefaults()
if err := c.validate(); err != nil {
return fmt.Errorf("ibac config: %w", err)
}
p.cfg = c
matcher, err := bypass.NewMatcher(c.BypassPaths)
if err != nil {
return fmt.Errorf("ibac bypass_paths: %w", err)
}
p.bypassPaths = matcher
p.bypassHosts = c.BypassHosts
p.timeoutCalls = time.Duration(c.TimeoutMs) * time.Millisecond
p.judge = newHTTPJudge(c.JudgeEndpoint, c.JudgeModel, c.JudgeBearer, c.SystemPrompt,
p.timeoutCalls, c.JudgeMaxTokens, *c.JudgeJSONMode)
return nil
}
func (p *IBAC) OnRequest(ctx context.Context, pctx *pipeline.Context) pipeline.Action {
if p.judge == nil {
return pipeline.DenyStatus(503, "ibac.unconfigured", "ibac plugin not configured")
}
// 1. Reentrancy guard: skip our own judge calls if they ever loop
// back through the pipeline (defense-in-depth — the httpJudge
// uses a standalone http.Client that bypasses the listener).
if pctx.Headers.Get("X-IBAC-Judge") == "1" {
return pipeline.Action{Type: pipeline.Continue}
}
// 2. Bypass-path check (healthz, well-known, etc).
if p.bypassPaths.Match(pctx.Path) {
pctx.Skip("path_bypass")
return pipeline.Action{Type: pipeline.Continue}
}
// 3. Bypass-host check (Keycloak, OTel, agent's own LLM, etc).
if matchesAnyHost(p.bypassHosts, pctx.Host) {
pctx.Skip("host_bypass")
return pipeline.Action{Type: pipeline.Continue}
}
// 4. Classification gate. Parsers (mcp-parser, a2a-parser,
// inference-parser) are the source of truth for "is this a
// user-meaningful action vs protocol mechanics?" — IBAC just
// reads their verdict via pctx.Classification(). Two outcomes
// short-circuit IBAC here:
//
// - anyBypass: at least one populated extension explicitly
// classified the request as bypass-worthy (e.g. mcp-parser
// saw "tools/list" or a $transport/* synthetic event;
// a2a-parser saw a discovery method). Skip with reason
// "protocol_mechanics".
// - !anyAction: no populated extension classified this as an
// action — i.e. the request is unclassified. Behavior is
// controlled by UnclassifiedPolicy:
// * "passthrough" (default): record no Skip, return
// Continue. Defense-in-depth — IBAC only fires on
// traffic a parser claimed.
// * "judge": fall through to the inference policy and
// intent extraction. Catches plain-HTTP outbound
// (e.g. raw http.Post from local function-calling
// tools) at the cost of one judge round-trip per
// unclassified request. Used by the IBAC demo.
//
// Action-classified traffic (anyAction=true && !anyBypass)
// always falls through to the inference policy and judge below.
// Mixed classification (anyAction=true && anyBypass=true) is
// rare; the bypass branch wins because the safer default for
// a defense-in-depth control is to defer to the more permissive
// classification.
anyAction, anyBypass := pctx.Classification()
if anyBypass {
pctx.Skip("protocol_mechanics")
return pipeline.Action{Type: pipeline.Continue}
}
if !anyAction {
if p.cfg.UnclassifiedPolicy == UnclassifiedPolicyPassthrough {
// Defense-in-depth pass-through: no parser claimed the
// request, IBAC has no basis to judge it. Don't record a
// Skip — there's no Invocation to pair with, and operators
// infer "ibac is in the pipeline" from config rather than
// from per-event rows.
return pipeline.Action{Type: pipeline.Continue}
}
// UnclassifiedPolicy == "judge" — fall through to the
// inference policy and intent / judge steps below. The IBAC
// demo's plain-HTTP exfiltration scenario relies on this
// branch.
}
// 5. Inference-traffic skip when JudgeInference is false (default).
// This is operator policy ("don't judge the agent's own LLM
// reasoning by default"), distinct from the parser classification
// above — inference-parser correctly classifies LLM calls as
// actions; this step decides whether to honor that classification
// for inference traffic specifically. Operators flip
// judge_inference: true to opt in to judging.
if pctx.Extensions.Inference != nil && !p.cfg.JudgeInference {
pctx.Skip("inference_bypass")
return pipeline.Action{Type: pipeline.Continue}
}
// 6. Pull the user's most recent declared intent. Two distinct
// nil pathways, distinguished so operator dashboards can tell
// them apart:
// - no_session: no inbound A2A request has populated the
// active session bucket yet (or session tracking is off
// entirely). Common at agent startup before any user turn.
// - no_intent: a session exists but contains no extractable
// user message (a2a-parser missing from inbound chain, or
// events present but none are user-role A2A requests).
//
// Both states mean "IBAC has no user intent to align against"
// — i.e., the request is either genuinely user-less (agent
// self-action, machine-to-machine, headless cron) or there's
// a misconfiguration upstream. NoIntentPolicy controls which
// interpretation wins:
// - allow (default): treat as self-action, Skip and Continue.
// Right for deployments that mix user-driven and self-driven
// traffic.
// - deny: treat as misconfiguration, Reject 403. Right for
// deployments where every outbound is user-driven and a
// missing intent should surface as a hard failure.
if pctx.Session == nil {
action := describeAction(pctx, p.cfg.JudgeInference)
if p.cfg.NoIntentPolicy == NoIntentPolicyAllow {
pctx.Record(pipeline.Invocation{
Action: pipeline.ActionSkip,
Phase: pipeline.InvocationPhaseRequest,
Reason: "no_user_context",
Details: map[string]string{
"action": action,
"sub_reason": "no_session",
"explanation": "no active session — treating as agent self-action per no_intent_policy=allow",
},
})
return pipeline.Action{Type: pipeline.Continue}
}
pctx.Record(pipeline.Invocation{
Action: pipeline.ActionDeny,
Phase: pipeline.InvocationPhaseRequest,
Reason: "no_session",
Details: map[string]string{
"action": action,
},
})
return pipeline.DenyStatus(403, "ibac.no_session", "no active session for outbound request")
}
intent := pctx.Session.LastIntent()
intentText := extractIntentText(intent)
if intentText == "" {
action := describeAction(pctx, p.cfg.JudgeInference)
if p.cfg.NoIntentPolicy == NoIntentPolicyAllow {
pctx.Record(pipeline.Invocation{
Action: pipeline.ActionSkip,
Phase: pipeline.InvocationPhaseRequest,
Reason: "no_user_context",
Details: map[string]string{
"action": action,
"sub_reason": "no_intent",
"explanation": "session exists but no user intent — treating as agent self-action per no_intent_policy=allow",
},
})
return pipeline.Action{Type: pipeline.Continue}
}
pctx.Record(pipeline.Invocation{
Action: pipeline.ActionDeny,
Phase: pipeline.InvocationPhaseRequest,
Reason: "no_intent",
Details: map[string]string{
"action": action,
},
})
return pipeline.DenyStatus(403, "ibac.no_intent", "no recorded user intent")
}
// 7. Build action description and call judge.
action := describeAction(pctx, p.cfg.JudgeInference)
verdict, reason, err := p.judge.Evaluate(ctx, intentText, action)
// 8. Fail closed on judge errors. Two flavors, distinguished
// via the ErrJudgeUncertain sentinel so operator dashboards
// don't conflate model-output bugs with infra outages:
// - uncertain: judge is up but emitted unparseable / unknown
// verdict → 403 ibac.judge_uncertain (true policy-deny)
// - unavailable: transport / timeout / 5xx → 503
// ibac.judge_unavailable (availability issue)
// Truncate err.Error() before logging because httpJudge embeds
// up to 2 KB of upstream response on 5xx — full body in slog
// is wasteful and noisy.
if err != nil {
errPreview := preview(err.Error(), 240)
if errors.Is(err, ErrJudgeUncertain) {
pctx.Record(pipeline.Invocation{
Action: pipeline.ActionDeny,
Phase: pipeline.InvocationPhaseRequest,
Reason: "judge_uncertain",
Details: map[string]string{
"action": action,
"judge_error": errPreview,
},
})
slog.Warn("ibac: judge uncertain, failing closed",
"path", pctx.Path, "host", pctx.Host, "error", errPreview)
return pipeline.DenyStatus(403, "ibac.judge_uncertain", errPreview)
}
pctx.Record(pipeline.Invocation{
Action: pipeline.ActionDeny,
Phase: pipeline.InvocationPhaseRequest,
Reason: "judge_unavailable",
Details: map[string]string{
"action": action,
"judge_error": errPreview,
},
})
slog.Warn("ibac: judge unavailable, failing closed",
"path", pctx.Path, "host", pctx.Host, "error", errPreview)
return pipeline.DenyStatus(503, "ibac.judge_unavailable", errPreview)
}
// 9. Apply verdict.
if verdict == "deny" {
pctx.Record(pipeline.Invocation{
Action: pipeline.ActionDeny,
Phase: pipeline.InvocationPhaseRequest,
Reason: "blocked",
Details: map[string]string{
"intent_preview": preview(intentText, 80),
"action": action,
"llm_reason": reason,
},
})
return pipeline.DenyStatus(403, "ibac.blocked", reason)
}
pctx.Record(pipeline.Invocation{
Action: pipeline.ActionAllow,
Phase: pipeline.InvocationPhaseRequest,
Reason: "aligned",
Details: map[string]string{
"intent_preview": preview(intentText, 80),
"action": action,
"llm_reason": reason,
},
})
return pipeline.Action{Type: pipeline.Continue}
}
func (p *IBAC) OnResponse(_ context.Context, _ *pipeline.Context) pipeline.Action {
return pipeline.Action{Type: pipeline.Continue}
}
// matchesAnyHost reports whether host matches any of the configured
// host globs. Matching is path.Match semantics; "*" does not cross "."
// (so "keycloak.*" matches "keycloak.foo" but not "keycloak.foo.bar"
// — operators wanting cross-segment wildcards use "keycloak.*.*").
func matchesAnyHost(patterns []string, host string) bool {
if host == "" {
return false
}
// Strip port for matching; bypass-host config is hostname-shaped.
if i := strings.IndexByte(host, ':'); i >= 0 {
host = host[:i]
}
for _, p := range patterns {
if matched, _ := path.Match(p, host); matched {
return true
}
}
return false
}
// describeAction builds a one-paragraph summary of the outbound action
// for the judge. Always includes the bare HTTP request line (method +
// scheme + host + path) and a body excerpt. When mcp-parser populated
// pctx.Extensions.MCP, the tool name and args are appended. When
// inference-parser populated and JudgeInference is on, the model name
// and first user message are appended.
//
// Authorization, Cookie, and X-* secret-bearing headers are
// deliberately NOT included. The judge LLM should never see bearer
// tokens or session cookies.
func describeAction(pctx *pipeline.Context, judgeInference bool) string {
var b strings.Builder
scheme := pctx.Scheme
if scheme == "" {
scheme = "http"
}
fmt.Fprintf(&b, "%s %s://%s%s", strings.ToUpper(pctx.Method), scheme, pctx.Host, pctx.Path)
if len(pctx.Body) > 0 {
b.WriteString("\n\nBODY:\n")
b.WriteString(formatBodyExcerpt(pctx.Body, 512))
}
if pctx.Extensions.MCP != nil {
mcp := pctx.Extensions.MCP
fmt.Fprintf(&b, "\n\nMCP_METHOD: %s", mcp.Method)
if toolName := extractMCPToolName(mcp); toolName != "" {
fmt.Fprintf(&b, "\nMCP_TOOL: %s", toolName)
}
if args := extractMCPToolArgs(mcp); args != "" {
fmt.Fprintf(&b, "\nMCP_ARGS: %s", preview(args, 256))
}
}
if pctx.Extensions.Inference != nil && judgeInference {
inf := pctx.Extensions.Inference
fmt.Fprintf(&b, "\n\nINFERENCE_MODEL: %s", inf.Model)
if first := firstUserMessageText(inf); first != "" {
fmt.Fprintf(&b, "\nINFERENCE_FIRST_USER: %s", preview(first, 256))
}
}
// Per-section caps prevent any single field from blowing the
// budget, but the assembled string can still grow if every
// optional section is populated. Cap the total at 4 KB so the
// judge prompt + headers stays well under typical LLM context
// limits even with a verbose body excerpt.
const maxActionLen = 4096
return preview(b.String(), maxActionLen)
}
// formatBodyExcerpt returns up to n bytes of body. If the body parses
// as JSON, it's pretty-printed (so the judge sees structure). Non-
// printable bytes in raw bodies are escaped via %q so the judge
// always receives a printable string.
func formatBodyExcerpt(body []byte, n int) string {
if len(body) > n {
body = body[:n]
}
// Try JSON pretty-print first; if it fails, fall back to %q.
// `v any` rather than `var any interface{}` because the latter
// shadows Go's built-in `any` alias (golangci-lint predeclared).
var v any
if json.Unmarshal(body, &v) == nil {
if pretty, err := json.MarshalIndent(v, "", " "); err == nil {
return string(pretty)
}
}
return fmt.Sprintf("%q", string(body))
}
// extractMCPToolName pulls the tool name from a tools/call request's
// params. Returns "" for non-tools/call methods or missing field.
func extractMCPToolName(mcp *pipeline.MCPExtension) string {
if mcp == nil || mcp.Method != "tools/call" {
return ""
}
if name, ok := mcp.Params["name"].(string); ok {
return name
}
return ""
}
// extractMCPToolArgs serializes the args of a tools/call request as
// JSON. Returns "" when there are no args or serialization fails.
func extractMCPToolArgs(mcp *pipeline.MCPExtension) string {
if mcp == nil || mcp.Method != "tools/call" {
return ""
}
args, ok := mcp.Params["arguments"]
if !ok {
return ""
}
b, err := json.Marshal(args)
if err != nil {
return ""
}
return string(b)
}
// firstUserMessageText returns the text of the first user-role message
// in an inference request (the agent's prompt to the LLM, sans system
// instructions and assistant turn history).
func firstUserMessageText(inf *pipeline.InferenceExtension) string {
if inf == nil {
return ""
}
for _, m := range inf.Messages {
if m.Role == contracts.RoleUser {
return m.Content
}
}
return ""
}
// extractIntentText walks a SessionEvent's A2A fragments and returns
// the text of the first user-role fragment. Returns "" when intent is
// nil, has no A2A extension, or has no user-role fragment.
func extractIntentText(intent *pipeline.SessionEvent) string {
if intent == nil || intent.A2A == nil {
return ""
}
for _, f := range intent.A2A.Fragments() {
if f.Role == contracts.RoleUser && f.Text != "" {
return f.Text
}
}
return ""
}
// preview truncates s to n runes (not bytes) to avoid chopping mid-
// codepoint, appending an ellipsis when truncated.
func preview(s string, n int) string {
r := []rune(s)
if len(r) <= n {
return s
}
return string(r[:n]) + "…"
}
// Compile-time interface checks.
var (
_ pipeline.Plugin = (*IBAC)(nil)
_ pipeline.Configurable = (*IBAC)(nil)
)