shynlee04/hivemind-plugin/gate-l3-evidence-truth
Claude Code and agent skill by shynlee04/hivemind-plugin
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Checking that the SKILL.md file is still in the repository.
Evaluates whether implementation evidence is sufficient to pass quality gates. Enforces an evidence hierarchy from live runtime proof (L1) down to documentation summaries (L5), and refuses gate passage when evidence is missing, mocked where integration is claimed, or insufficient for the gate type. Use during code review gates, phase audits, milestone verification, integration checks, and deployment readiness. Activates after gate-spec-compliance clears spec alignment — this is the terminal gate in the triad (lifecycle → spec → evidence). Triggers: "evidence check", "gate evidence", "verify runtime proof", "evidence truth", "is there proof this works", "evidence hierarchy", "gate truth", "runtime evidence", "integration evidence", "mock-only detection", "completion honesty", "gate passed", "gate failed". Terminal skill in the quality gate triad — if evidence PASSES, all 3 gates clear.
Install
npx vskill@latest install shynlee04/hivemind-plugin/gate-l3-evidence-truthSKILL.md
The Iron Law
Gate Evidence Truth
Terminal gate in the quality-gate triad. Receives from gate-spec-compliance after spec alignment clears. If evidence truth PASSES, all three gates (spec, lifecycle, evidence) are satisfied and work may proceed to merge/release.
On Load
- Read
references/evaluation-checklist.md— per-dimension audit criteria - Read
references/anti-patterns.md— known evidence anti-patterns and detection - Read
references/harness-verification-trees.md— module-specific verification protocols
Do NOT Load
Skip this skill when:
- Performing spec alignment checks — use
gate-spec-complianceinstead - Checking lifecycle coverage — use
gate-lifecycle-integrationinstead - Running research or exploration workflows (not gate verification)
- The calling workflow has not passed
gate-spec-complianceyet - No implementation artifacts exist to evaluate
🔨 IRON CLAW: Tech-Stack References & Assets Consumption Governance
ABSOLUTE RULE: No bundled reference, cached asset, or stale pattern from this skill shall be consumed for tech-stack API interface decisions without MCP-verified validation against the project's ACTUAL versions (package.json + lockfile), canonical source mappings (.hivemind/STACKS-REFERENCES.md), AND a raw codebase context scan of the current implementation state.
Rationale
Skills bundle references and assets as ORIENTATION tools — they help you understand WHAT exists and WHERE to look. But every bundled reference is a SNAPSHOT, frozen at the moment of ingestion. Stacks evolve: packages release breaking changes, APIs shift, SDKs deprecate surfaces. Using stale bundled signatures as implementation authority produces silent runtime errors.
Mandatory 5-Step Validation Chain
Before ANY tech-stack API interface from this skill's references/assets is used for implementation, code generation, or quality gate decisions:
Consumption Rules
| Action | Rule | |
|---|---|---|
| Orientation (understanding WHAT exists, WHERE to look) | ✅ Reference-tier allowed from bundled assets without live validation | |
| API signature lookup for implementation | 🚫 BLOCKED without live MCP validation (Step 4) + codebase scan (Step 3) | |
| Interface verification for quality gates | 🚫 BLOCKED without live MCP validation (Step 4) + version match (Step 2) | |
| Version-sensitive behavioral claims | 🚫 BLOCKED without live MCP validation (Step 4) | |
| Architecture pattern understanding | ✅ Reference-tier allowed, but recommend live verification for production decisions | |
| Generating code from bundled patterns | 🚫 BLOCKED — route to live MCP tools for current API surface |
Integrated Enforcement Points
| Workflow Phase | IRON CLAW Trigger | Required Validation | |
|---|---|---|---|
| Implementation | Before using any API from bundled refs | Steps 2-4 minimum | |
| Code review | When verifying API usage against docs | Steps 2-4 minimum | |
| Quality gate | Before PASS verdict on interface claims | Steps 1-5 full | |
| Research | When synthesizing findings from cached assets | Steps 4-5 minimum | |
| Audit | When reporting version-based findings | Steps 1-5 full |
Evidence Hierarchy
Classify every evidence artifact into exactly one level:
| Level | Source | Example | |
|---|---|---|---|
| L1 | Live OpenCode runtime session | Feature exercised in actual OpenCode instance | |
| L2 | Continuity record from live run | Delegation/session record captured from real execution | |
| L3 | Integration test passing | Tests hitting real SDK boundaries (not mocked) | |
| L4 | Unit test passing | Tests that mock SDK boundaries | |
| L5 | Documentation/historical summary | Specs, design docs, conversation summaries |
L5 alone never passes any gate.
Gate Type → Minimum Evidence Level
| Gate Type | Minimum Level | Required Evidence | |
|---|---|---|---|
| PR review | L3 | At least integration tests hitting real boundaries | |
| Phase completion | L2 | Continuity record from real run | |
| Merge | L2 | Continuity record from real run | |
| Milestone completion | L2 + one L1 | Continuity record plus at least one live session proof | |
| Release/deployment | L1 | Live runtime proof required |
Contextual Perspective Activation
Determine the current context, then activate the appropriate evaluation lens:
| Context | Primary Lens | Secondary Lens | Emphasis | |
|---|---|---|---|---|
| Code review | Dev | Architect | Test integrity, mock coverage | |
| Phase audit | Architect | PM | Evidence hierarchy compliance, regression | |
| Milestone verification | PM | Architect | Runtime proof, completion honesty | |
| Integration check | Architect | Dev | Live verification, cross-boundary testing | |
| Deployment readiness | All three | — | Full evidence verification across all dimensions |
Load references/perspective-rubrics.md for per-lens evaluation criteria.
Core Evaluation Workflow
Follow this checklist in order:
See references/evaluation-workflow-detail.md for detailed step procedures, mock detection commands, and classification guidance.
Cross-Skill Routing
Triad Flow (lifecycle → spec → evidence)
Triad backward references, evidence collection handoff from hm-production-readiness, and full remediation routing are in references/cross-skill-routing-detail.md.
Related Skills
| Related Skill | Role | Interaction | |
|---|---|---|---|
gate-lifecycle-integration | Entry gate | Must pass before spec compliance runs | |
gate-spec-compliance | Middle gate | Routes to this gate on PASS | |
hm-production-readiness | Evidence collector | Feeds structured L1-L5 evidence into this gate | |
hm-cross-cutting-change | Mock honesty | Remediation target for mock-only failures | |
hm-debug | Root-cause investigation | Remediation for insufficient evidence level | |
hm-completion-looping | Loop-back control | Uses this gate's verdict for loop-back decisions | |
hm-coordinating-loop | Orchestration re-dispatch | Re-dispatches when evidence or regression gaps found | |
hm-gate-orchestrator | Triad lifecycle manager | Orchestrates triad sequencing, state persistence, cross-gate handoff |
Adopted Patterns
Synthesizes three proven methodologies: Anthropic Gather→Act→Verify, Google Testing Pyramid (70-20-10), GRADE Evidence Framework. See references/adopted-patterns.md for full synthesis.
Self-Correction
Mode 1: When No Evidence Exists
Do not downgrade the gate minimum. Report FAIL with explicit instructions: "Produce [L2/L1] evidence by [running integration test / capturing live session / verifying in OpenCode instance]."
Mode 2: When Evidence Is Ambiguous
Classify at the lower level. A test that mocks some but not all SDK boundaries is L4, not L3. A continuity record that may or may not be from a live session is L5, not L2.
Mode 3: When the User Overrides
Document the waiver in the evidence report with: which gate failed, what evidence was missing, and the user's rationale. The override must be explicit — never silently waive.
Mode 4: When Evidence Contradicts Itself
If two artifacts provide conflicting evidence for the same claim (e.g., a passing test but a failing continuity record), treat the contradiction as a regression signal. Classify both artifacts at their individual levels, mark the claim as UNVERIFIED, and require reconciliation before rendering PASS. Never average or weight conflicting evidence — resolve the contradiction or FAIL.
Gate Orchestrator Integration
This gate participates in the triad orchestrated by hm-gate-orchestrator. The orchestrator manages triad sequencing, state persistence, and cross-gate handoff. When invoked within an orchestrator workflow, this skill receives a pre-built evidence bundle and returns a structured verdict. See hm-gate-orchestrator for full triad lifecycle management.
Reference Files
| File | Content | |
|---|---|---|
references/evaluation-checklist.md | Per-dimension audit criteria | |
references/evaluation-workflow-detail.md | Detailed STEPS 1-8 procedures and detection commands | |
references/cross-skill-routing-detail.md | Triad backward refs, evidence handoff, remediation routing | |
references/perspective-rubrics.md | PM/Architect/Dev rubrics with contextual activation | |
references/anti-patterns.md | Full anti-pattern catalog with severity and detection | |
references/adopted-patterns.md | Synthesized patterns from Anthropic, Google, GRADE | |
references/harness-verification-trees.md | Module-specific verification trees | |
templates/evidence-report.md | Standardized report template | |
scripts/run-evidence-check.sh | Deterministic evidence classification checker | |
metrics/rich-gate-scorecard.md | RICH-8 quality scorecard | |
evals/evals.json | Test scenarios for this skill |
Security
- Security scanPassed, 95 of 100Pattern checks on the skill's files.
- Model reviewPassed
Quality evaluation
- Task evaluationNot runNo evaluation yet. Run one in Skill Studio.
Source
- SKILL.md in the repositoryCheckingassets/skills/gate-l3-evidence-truth/SKILL.md
Popularity
- Repository stars
- 50
- Repository forks
- 17
- 7-day trend score
- 20
Stars and forks are for the whole GitHub repository, not this skill alone. Not refreshed yet.
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