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feat(cli): add live_api_verification scorecard dimension (#239)
440f654d8262c564e8d2f3bd8cbcdb7691fd1c8b · 2026-04-22 10:24:36 -0700 · Matt Van Horn
Makes live-API verification a distinct Tier 2 scorecard signal so a
CLI that passed verify against the real API is distinguishable from
one that only passed against a mock server.
scoreLiveAPIVerification reads VerifyReport.Mode and PassRate:
- nil report, mock mode, structural mode, or missing Mode -> unscored
- live mode -> PassRate / 10, capped at 10 when PassRate >= 95
When unscored, the dimension's 10-point slot is subtracted from
tier2Max, so grades for existing CLIs (no verify or mock-backed verify)
stay unchanged.
selfimprove.GenerateFixPlans produces a targeted remediation plan for
the new dimension, but only when it scored below 5 AND was actually
scored - an unscored dim means verify never ran live, which is the
prerequisite to improve, not a scoring problem.
Also reconciles the Tier 1/Tier 2 weight discrepancy: the scorecard
code uses 50/50 weighting, the AGENTS.md glossary said 60/40. The
code is authoritative; AGENTS.md now matches.
Co-authored-by: Matt Van Horn <455140+mvanhorn@users.noreply.github.com>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Files touched
M AGENTS.mdM internal/pipeline/scorecard.goA internal/pipeline/scorecard_live_api_test.goM internal/pipeline/scorecard_tier2_test.goM internal/pipeline/selfimprove.go
Diff
commit 440f654d8262c564e8d2f3bd8cbcdb7691fd1c8b
Author: Matt Van Horn <mvanhorn@users.noreply.github.com>
Date: Wed Apr 22 10:24:36 2026 -0700
feat(cli): add live_api_verification scorecard dimension (#239)
Makes live-API verification a distinct Tier 2 scorecard signal so a
CLI that passed verify against the real API is distinguishable from
one that only passed against a mock server.
scoreLiveAPIVerification reads VerifyReport.Mode and PassRate:
- nil report, mock mode, structural mode, or missing Mode -> unscored
- live mode -> PassRate / 10, capped at 10 when PassRate >= 95
When unscored, the dimension's 10-point slot is subtracted from
tier2Max, so grades for existing CLIs (no verify or mock-backed verify)
stay unchanged.
selfimprove.GenerateFixPlans produces a targeted remediation plan for
the new dimension, but only when it scored below 5 AND was actually
scored - an unscored dim means verify never ran live, which is the
prerequisite to improve, not a scoring problem.
Also reconciles the Tier 1/Tier 2 weight discrepancy: the scorecard
code uses 50/50 weighting, the AGENTS.md glossary said 60/40. The
code is authoritative; AGENTS.md now matches.
Co-authored-by: Matt Van Horn <455140+mvanhorn@users.noreply.github.com>
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---
AGENTS.md | 2 +-
internal/pipeline/scorecard.go | 58 ++++++++-
internal/pipeline/scorecard_live_api_test.go | 170 +++++++++++++++++++++++++++
internal/pipeline/scorecard_tier2_test.go | 4 +-
internal/pipeline/selfimprove.go | 48 ++++++--
5 files changed, 268 insertions(+), 14 deletions(-)
diff --git a/AGENTS.md b/AGENTS.md
index 46f2d72d..f999970f 100644
--- a/AGENTS.md
+++ b/AGENTS.md
@@ -89,7 +89,7 @@ Key terms used throughout this repo. Several have overloaded meanings — the gl
| **dogfood** | Generation-time structural validation of a printed CLI against its source spec. Catches dead flags, invalid API paths, auth mismatches. Subcommand: `printing-press dogfood`. Compare with **doctor** (shipped in the CLI for end-users) and **verify** (runtime behavioral). |
| **cliutil** | The generator-owned Go package emitted into every printed CLI at `internal/cliutil/`. Houses shared helpers meant for agent-authored novel code to import: `cliutil.FanoutRun` for aggregation commands (per-source error collection, bounded concurrency, source-order output), `cliutil.CleanText` for HTML/JSON-LD text normalization. **Generator-reserved namespace** — agents authoring novel code in Phase 3 must not put their code in `internal/cliutil/` or name their own helpers that collide with cliutil's exports. |
| **shipcheck** | The three-part verification block that gates publishing: dogfood + verify + scorecard, run together. All three must pass before a printed CLI ships. |
-| **scorecard** / **scoring** | Two-tier quality assessment. Tier 1: infrastructure (12 dimensions, 60 pts). Tier 2: domain correctness (6 dimensions, 40 pts). Total /100 with letter grades. Subcommand: `printing-press scorecard`. |
+| **scorecard** / **scoring** | Two-tier quality assessment with a 50/50 weighted composite. Tier 1: infrastructure (16 string-matching dimensions, raw max 160, normalized to 0-50). Tier 2: domain correctness (7 semantic dimensions, raw max 60 when live verify ran, normalized to 0-50). Total /100 with letter grades. Source of truth: `internal/pipeline/scorecard.go` (tier1Max / tier2Max). Subcommand: `printing-press scorecard`. |
| **doctor** | Self-diagnostic command shipped inside every printed CLI for end-users to run. Checks environment, auth config, and connectivity at the user's runtime. Unlike dogfood (which validates at generation time), doctor runs post-install. |
| **auth doctor** | Subcommand on the printing-press binary (`printing-press auth doctor`). Scans every installed printed CLI's `tools-manifest.json` under `~/printing-press/library/<api>/` and reports env-var status (ok / suspicious / not_set / no_auth / unknown) with redacted fingerprints. Diagnostic only — never gates, never probes the network. Lives in `internal/authdoctor/`. |
| **local library** | `~/printing-press/library/<api-slug>/` — where printed CLIs land after a successful run. Directory is keyed by API slug (e.g., `notion`), not CLI name. Local directory, not a git repo. |
diff --git a/internal/pipeline/scorecard.go b/internal/pipeline/scorecard.go
index db02b865..06663015 100644
--- a/internal/pipeline/scorecard.go
+++ b/internal/pipeline/scorecard.go
@@ -63,6 +63,7 @@ type SteinerScore struct {
SyncCorrectness int `json:"sync_correctness"` // 0-10
TypeFidelity int `json:"type_fidelity"` // 0-5
DeadCode int `json:"dead_code"` // 0-5
+ LiveAPIVerification int `json:"live_api_verification"` // 0-10; unscored when verify ran in mock/structural mode or was skipped
Total int `json:"total"` // 0-100 (weighted: 50% infrastructure + 50% domain)
Percentage int `json:"percentage"` // 0-100
CalibrationNote string `json:"calibration_note,omitempty"`
@@ -144,6 +145,18 @@ func RunScorecard(outputDir, pipelineDir, specPath string, verifyReport *VerifyR
sc.Steinberger.TypeFidelity = scoreTypeFidelity(outputDir)
sc.Steinberger.DeadCode = scoreDeadCode(outputDir)
+ // LiveAPIVerification is scored only when verify ran in live mode (real
+ // API, not a mock server and not structural-only). Mock-backed verify
+ // passes and live verify passes look identical in dogfood output; making
+ // this a distinct dimension in the scorecard lets reviewers tell them
+ // apart at a glance and gives selfimprove a targeted fix plan when a
+ // shipped CLI has never been exercised against the real API.
+ if liveScore, scored := scoreLiveAPIVerification(verifyReport); scored {
+ sc.Steinberger.LiveAPIVerification = liveScore
+ } else {
+ sc.UnscoredDimensions = append(sc.UnscoredDimensions, "live_api_verification")
+ }
+
// Tier 1: Infrastructure (string-matching, 150 max; 140 when no MCP surface)
tier1Raw := sc.Steinberger.OutputModes +
sc.Steinberger.Auth +
@@ -169,13 +182,14 @@ func RunScorecard(outputDir, pipelineDir, specPath string, verifyReport *VerifyR
}
}
- // Tier 2: Domain Correctness (semantic, 50 max)
+ // Tier 2: Domain Correctness (semantic, 60 max when live verify ran)
tier2Raw := sc.Steinberger.PathValidity +
sc.Steinberger.AuthProtocol +
sc.Steinberger.DataPipelineIntegrity +
sc.Steinberger.SyncCorrectness +
sc.Steinberger.TypeFidelity +
- sc.Steinberger.DeadCode
+ sc.Steinberger.DeadCode +
+ sc.Steinberger.LiveAPIVerification
// Weighted composite: Tier 1 = 50%, Tier 2 = 50% of final 100-point scale.
// Tier 1 max is 160 with MCP + cache_freshness, 150 without MCP, 150 without
@@ -188,7 +202,14 @@ func RunScorecard(outputDir, pipelineDir, specPath string, verifyReport *VerifyR
tier1Max -= 10
}
tier1Normalized := (tier1Raw * 50) / tier1Max // scale 0-tier1Max to 0-50
- tier2Max := 50
+ // Tier 2 max is 60 when live verify ran, 50 otherwise. The live-verify
+ // dimension is opt-in: a CLI that only ran mock-backed verify keeps the
+ // same effective tier2 denominator it had before the dimension existed,
+ // so grades for existing CLIs do not shift when this gate lands.
+ tier2Max := 60
+ if sc.IsDimensionUnscored("live_api_verification") {
+ tier2Max -= 10
+ }
if sc.IsDimensionUnscored("path_validity") {
tier2Max -= 10
}
@@ -738,6 +759,37 @@ func scoreCacheFreshness(dir string) (int, bool) {
return score, true
}
+// scoreLiveAPIVerification returns a 0-10 score reflecting whether verify
+// ran against the real API and how many of its checks passed. It returns
+// (0, false) in every case where the signal is absent or untrustworthy:
+// no verify report threaded in, verify ran against a mock, or verify ran
+// in structural-only mode. A scored result always means the CLI has at
+// least been exercised against its real backend.
+//
+// PassRate is already 0-100 (e.g., 91.0 for 91%), matching the existing
+// calibration path in RunScorecard. The 95% cap at 10 mirrors the
+// established convention that near-perfect is perfect for grading.
+func scoreLiveAPIVerification(verifyReport *VerifyReport) (int, bool) {
+ if verifyReport == nil {
+ return 0, false
+ }
+ if verifyReport.Mode != "live" {
+ return 0, false
+ }
+ if verifyReport.PassRate >= 95 {
+ return 10, true
+ }
+ // Linear scale below the cap: 0% → 0, 10% → 1, ..., 94% → 9.
+ score := int(verifyReport.PassRate / 10)
+ if score < 0 {
+ score = 0
+ }
+ if score > 10 {
+ score = 10
+ }
+ return score, true
+}
+
func scoreBreadth(dir string) int {
cliDir := filepath.Join(dir, "internal", "cli")
entries, err := os.ReadDir(cliDir)
diff --git a/internal/pipeline/scorecard_live_api_test.go b/internal/pipeline/scorecard_live_api_test.go
new file mode 100644
index 00000000..ea649318
--- /dev/null
+++ b/internal/pipeline/scorecard_live_api_test.go
@@ -0,0 +1,170 @@
+package pipeline
+
+import (
+ "encoding/json"
+ "strings"
+ "testing"
+
+ "github.com/stretchr/testify/assert"
+)
+
+// Verify the scoreLiveAPIVerification helper in isolation. It answers a
+// simple question - did verify run live, and if so how well did it do -
+// so its tests focus on the boundary between scored and unscored plus
+// the PassRate to score mapping.
+func TestScoreLiveAPIVerification(t *testing.T) {
+ t.Run("nil report is unscored", func(t *testing.T) {
+ score, scored := scoreLiveAPIVerification(nil)
+ assert.Equal(t, 0, score)
+ assert.False(t, scored)
+ })
+
+ t.Run("mock mode is unscored", func(t *testing.T) {
+ score, scored := scoreLiveAPIVerification(&VerifyReport{Mode: "mock", PassRate: 100})
+ assert.Equal(t, 0, score)
+ assert.False(t, scored, "mock verify must not count as live verification, even at 100% pass")
+ })
+
+ t.Run("structural mode is unscored", func(t *testing.T) {
+ score, scored := scoreLiveAPIVerification(&VerifyReport{Mode: "structural", PassRate: 100})
+ assert.Equal(t, 0, score)
+ assert.False(t, scored)
+ })
+
+ t.Run("empty mode is unscored", func(t *testing.T) {
+ score, scored := scoreLiveAPIVerification(&VerifyReport{PassRate: 100})
+ assert.Equal(t, 0, score)
+ assert.False(t, scored, "missing Mode defaults to unscored rather than rewarding pass rate from an unknown source")
+ })
+
+ t.Run("live 100% scores 10 and caps", func(t *testing.T) {
+ score, scored := scoreLiveAPIVerification(&VerifyReport{Mode: "live", PassRate: 100})
+ assert.True(t, scored)
+ assert.Equal(t, 10, score)
+ })
+
+ t.Run("live 95% hits the cap at 10", func(t *testing.T) {
+ score, scored := scoreLiveAPIVerification(&VerifyReport{Mode: "live", PassRate: 95})
+ assert.True(t, scored)
+ assert.Equal(t, 10, score, "95% should saturate the dimension")
+ })
+
+ t.Run("live 94% scores 9", func(t *testing.T) {
+ score, scored := scoreLiveAPIVerification(&VerifyReport{Mode: "live", PassRate: 94})
+ assert.True(t, scored)
+ assert.Equal(t, 9, score)
+ })
+
+ t.Run("live 50% scores 5", func(t *testing.T) {
+ score, scored := scoreLiveAPIVerification(&VerifyReport{Mode: "live", PassRate: 50})
+ assert.True(t, scored)
+ assert.Equal(t, 5, score)
+ })
+
+ t.Run("live 0% scores 0 but is scored", func(t *testing.T) {
+ score, scored := scoreLiveAPIVerification(&VerifyReport{Mode: "live", PassRate: 0})
+ assert.True(t, scored, "a live run with every check failing still produces a scored signal - it means the CLI was exercised")
+ assert.Equal(t, 0, score)
+ })
+}
+
+// Verify the scorecard wires LiveAPIVerification correctly end-to-end:
+// when a live VerifyReport is passed in, the dimension is populated and
+// is NOT in UnscoredDimensions; when the report is nil the dimension is
+// in UnscoredDimensions so tier2 normalizes as before.
+func TestRunScorecard_LiveAPIVerificationWiring(t *testing.T) {
+ t.Run("nil verify report adds live_api_verification to UnscoredDimensions", func(t *testing.T) {
+ dir := t.TempDir()
+ pipelineDir := t.TempDir()
+ sc, err := RunScorecard(dir, pipelineDir, "", nil)
+ assert.NoError(t, err)
+ assert.Contains(t, sc.UnscoredDimensions, "live_api_verification",
+ "nil verify report must mark live_api_verification unscored so existing CLIs grade unchanged")
+ assert.Equal(t, 0, sc.Steinberger.LiveAPIVerification)
+ })
+
+ t.Run("mock-backed verify also marks dimension unscored", func(t *testing.T) {
+ dir := t.TempDir()
+ pipelineDir := t.TempDir()
+ mock := &VerifyReport{Mode: "mock", PassRate: 100}
+ sc, err := RunScorecard(dir, pipelineDir, "", mock)
+ assert.NoError(t, err)
+ assert.Contains(t, sc.UnscoredDimensions, "live_api_verification",
+ "mock-backed verify and live verify must be distinguishable in the scorecard")
+ })
+
+ t.Run("live verify at 100 populates the dimension and removes it from UnscoredDimensions", func(t *testing.T) {
+ dir := t.TempDir()
+ pipelineDir := t.TempDir()
+ live := &VerifyReport{Mode: "live", PassRate: 100}
+ sc, err := RunScorecard(dir, pipelineDir, "", live)
+ assert.NoError(t, err)
+ assert.NotContains(t, sc.UnscoredDimensions, "live_api_verification")
+ assert.Equal(t, 10, sc.Steinberger.LiveAPIVerification)
+ })
+
+ t.Run("live verify at 70 scores 7", func(t *testing.T) {
+ dir := t.TempDir()
+ pipelineDir := t.TempDir()
+ live := &VerifyReport{Mode: "live", PassRate: 70}
+ sc, err := RunScorecard(dir, pipelineDir, "", live)
+ assert.NoError(t, err)
+ assert.Equal(t, 7, sc.Steinberger.LiveAPIVerification)
+ })
+
+ t.Run("json output exposes live_api_verification field", func(t *testing.T) {
+ dir := t.TempDir()
+ pipelineDir := t.TempDir()
+ live := &VerifyReport{Mode: "live", PassRate: 80}
+ sc, err := RunScorecard(dir, pipelineDir, "", live)
+ assert.NoError(t, err)
+ data, err := json.Marshal(sc)
+ assert.NoError(t, err)
+ assert.Contains(t, string(data), `"live_api_verification":8`)
+ })
+}
+
+// Guard R5 from the plan: landing LiveAPIVerification must not change
+// tier 2 normalization for CLIs that never ran live verify. When the
+// dimension is unscored, its 10-point slot is subtracted from tier2Max,
+// so the effective denominator matches what it was before this gate
+// landed.
+//
+// Note: we deliberately do not compare nil vs mock here. The scorecard
+// has a pre-existing calibration (line ~211) that raises Total to a
+// floor based on any verifyReport.PassRate regardless of mode. That
+// calibration is out of scope for this change. What we test here is
+// the unscored-dim math, which is what R5 actually constrains.
+func TestRunScorecard_UnscoredLiveDimDoesNotShrinkTier2(t *testing.T) {
+ dir := t.TempDir()
+ pipelineDir := t.TempDir()
+ sc, err := RunScorecard(dir, pipelineDir, "", nil)
+ assert.NoError(t, err)
+ assert.Contains(t, sc.UnscoredDimensions, "live_api_verification")
+ // With all spec-dependent and verify-dependent dims unscored, tier2
+ // normalization still runs. The Total being well-formed (0-100) is
+ // the invariant we care about here.
+ assert.GreaterOrEqual(t, sc.Steinberger.Total, 0)
+ assert.LessOrEqual(t, sc.Steinberger.Total, 100)
+}
+
+// A readable sanity check that live verify at a high pass rate actually
+// lifts the Total in a meaningful way. This prevents a future refactor
+// from silently converting the dimension into dead weight.
+func TestRunScorecard_LiveVerifyLiftsTotal(t *testing.T) {
+ dir := t.TempDir()
+ pipelineDir := t.TempDir()
+
+ scNil, err := RunScorecard(dir, pipelineDir, "", nil)
+ assert.NoError(t, err)
+ scLive, err := RunScorecard(dir, pipelineDir, "", &VerifyReport{Mode: "live", PassRate: 100})
+ assert.NoError(t, err)
+
+ assert.GreaterOrEqual(t, scLive.Steinberger.Total, scNil.Steinberger.Total,
+ "live verify at 100 must produce at least the same Total as no verify; a live-tested CLI should never score lower than an untested one")
+
+ // Sanity: the dimension name appears in the scorecard JSON (not just the struct).
+ data, err := json.Marshal(scLive)
+ assert.NoError(t, err)
+ assert.True(t, strings.Contains(string(data), "live_api_verification"))
+}
diff --git a/internal/pipeline/scorecard_tier2_test.go b/internal/pipeline/scorecard_tier2_test.go
index 1eea0324..16f32871 100644
--- a/internal/pipeline/scorecard_tier2_test.go
+++ b/internal/pipeline/scorecard_tier2_test.go
@@ -514,7 +514,7 @@ func runLinks() string {
pipelineDir := t.TempDir()
sc, err := RunScorecard(dir, pipelineDir, "", nil)
assert.NoError(t, err)
- assert.ElementsMatch(t, []string{"mcp_token_efficiency", "cache_freshness", "path_validity", "auth_protocol"}, sc.UnscoredDimensions)
+ assert.ElementsMatch(t, []string{"mcp_token_efficiency", "cache_freshness", "path_validity", "auth_protocol", "live_api_verification"}, sc.UnscoredDimensions)
assert.NotContains(t, sc.GapReport, "path_validity scored 0/10 - needs improvement")
assert.NotContains(t, sc.GapReport, "auth_protocol scored 0/10 - needs improvement")
})
@@ -843,7 +843,7 @@ func runLinks() string {
body := string(data)
assert.True(t, strings.Contains(body, `"path_validity":0`))
assert.True(t, strings.Contains(body, `"auth_protocol":0`))
- assert.True(t, strings.Contains(body, `"unscored_dimensions":["mcp_token_efficiency","cache_freshness","path_validity","auth_protocol"]`))
+ assert.True(t, strings.Contains(body, `"unscored_dimensions":["mcp_token_efficiency","cache_freshness","path_validity","auth_protocol","live_api_verification"]`))
})
}
diff --git a/internal/pipeline/selfimprove.go b/internal/pipeline/selfimprove.go
index c26f8b63..e13bbe82 100644
--- a/internal/pipeline/selfimprove.go
+++ b/internal/pipeline/selfimprove.go
@@ -9,14 +9,15 @@ import (
// templateMapping maps Steinberger dimensions to the template files responsible.
var templateMapping = map[string][]string{
- "output_modes": {"root.go.tmpl", "helpers.go.tmpl"},
- "auth": {"config.go.tmpl", "auth.go.tmpl"},
- "error_handling": {"helpers.go.tmpl"},
- "terminal_ux": {"helpers.go.tmpl"},
- "readme": {"readme.md.tmpl"},
- "doctor": {"doctor.go.tmpl"},
- "agent_native": {"root.go.tmpl", "helpers.go.tmpl"},
- "local_cache": {},
+ "output_modes": {"root.go.tmpl", "helpers.go.tmpl"},
+ "auth": {"config.go.tmpl", "auth.go.tmpl"},
+ "error_handling": {"helpers.go.tmpl"},
+ "terminal_ux": {"helpers.go.tmpl"},
+ "readme": {"readme.md.tmpl"},
+ "doctor": {"doctor.go.tmpl"},
+ "agent_native": {"root.go.tmpl", "helpers.go.tmpl"},
+ "local_cache": {},
+ "live_api_verification": {},
}
// dimensionAdvice maps each dimension to concrete improvement guidance.
@@ -83,6 +84,26 @@ Templates to modify: root.go.tmpl (add flags), helpers.go.tmpl (add dry-run logi
- Provides --clear-cache flag to purge
Note: No existing template covers this - a new cache.go.tmpl is needed.`,
+
+ "live_api_verification": `Re-run verify against the real API instead of the mock server.
+A low score here means the CLI has never been exercised end-to-end against
+its real backend, so nothing catches wire-level breakage - wrong base URL,
+auth-header mismatch, pagination shape, content-type quirks.
+
+Steps to improve:
+1. Set the CLI's auth env var (e.g., GITHUB_TOKEN, HUBSPOT_API_KEY) to a
+ real read-only credential.
+2. Re-run verify with the credential set so VerifyConfig.APIKey is non-empty.
+3. Investigate any command that fails live but passes mock - the mock is
+ lying about one of: response shape, pagination cursor, error envelope.
+4. Fix the generator or the printed CLI depending on which side is wrong,
+ then re-run verify until PassRate is at or above 95%.
+
+Template surface: no template change usually needed; this dimension
+measures runtime behavior against a real endpoint, not generated-code
+structure. If the fix requires a template change, use the template that
+owns the failing surface (client.go.tmpl for HTTP details, root.go.tmpl
+for flag wiring, etc.).`,
}
// GenerateFixPlans creates a fix plan markdown file for each Steinberger
@@ -104,13 +125,24 @@ func GenerateFixPlans(scorecard *Scorecard, pipelineDir string) ([]string, error
{"doctor", scorecard.Steinberger.Doctor},
{"agent_native", scorecard.Steinberger.AgentNative},
{"local_cache", scorecard.Steinberger.LocalCache},
+ {"live_api_verification", scorecard.Steinberger.LiveAPIVerification},
}
+ // live_api_verification is Tier 2 and opt-in: when verify didn't run
+ // live, the dimension is unscored (score 0 but also flagged in
+ // UnscoredDimensions). We don't write a fix plan for an unscored dim
+ // because the operator already knows verify didn't run - that's the
+ // prerequisite, not a scoring problem.
+ liveUnscored := scorecard.IsDimensionUnscored("live_api_verification")
+
var plans []string
for _, d := range dimensions {
if d.score >= 5 {
continue
}
+ if d.name == "live_api_verification" && liveUnscored {
+ continue
+ }
planPath := filepath.Join(pipelineDir, fmt.Sprintf("fix-%s-plan.md", d.name))
content := buildFixPlan(scorecard.APIName, d.name, d.score)
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