Prompt file imported from armoin2018/ai-command-center (
.github/prompts/ailey-admin-health-check.prompt.md). Fill in{{project_name_or_context}},{{iso_date}},{{overall_weighted_score}}before use. Copyright stays with the author.
⚠️ This functionality is now available in the
ailey-admin-tools-optimizeskill.Usage:
cd .github/skills/ailey-admin-tools-optimize npm run optimize checkOptions:
--requirements <path>- Specify requirements file path--plan <path>- Specify plan file path--output <path>- Set health check report output path--suggestions <path>- Set suggestions backlog output pathExample:
# Run health check with default paths npm run optimize check # Specify custom paths npm run optimize check -- --requirements .project/REQUIREMENTS.md --plan .project/PLAN.jsonFor detailed documentation, see ailey-admin-tools-optimize SKILL.md.
Recommended Personas
Consider leveraging these persona domains:
.github/ai-ley/personas/_general/**/*.md
These personas provide specialized expertise and perspective.
Recommended Instructions
Consider referencing these instruction files:
.github/ai-ley/instructions/_general/developer/**/*.md
These provide domain-specific guidance and best practices.
Recommended Agent
This prompt works best with the ailey-orchestrator agent from .github/agents/ailey-orchestrator.agent.md.
To use this agent, reference it in your chat or workflow configuration.
Variables
- Folders, Files and Indexes are stored in
.github/ai-ley/ai-ley.json - Files and folders in this document will be referenced using the
folders,files, andindexesvariables defined in the folder structure YAML file using the mustache syntax such as{{folders.plan}}.
References
Personas: Leverage domain expertise from .github/ai-ley/personas/**/*.md
Instructions: Follow best practices from .github/ai-ley/instructions/**/*.md
Agents: This prompt is designed for the agent system. See the Recommended Agent section below.
Instruction
Evaluate the coherence and production-readiness of the current corpus:
- Inputs:
{{files.requirements}},{{files.plan}}, all files under.github/ai-ley/personasand.github/ai-ley/instructions. - Outputs:
- Write a Health Check Report to
{{files.health-check}}. - Write an Actionable Suggestions Backlog to
{{files.suggestions}}.
- Write a Health Check Report to
Operate deterministically. If information is missing, state minimal assumptions and proceed.
Evaluation Dimensions (0–5 rubric; weight in parentheses)
- Completeness (20%) - Required sections, non-placeholder content, acceptance criteria, non-functional requirements (NFRs)
- Consistency (15%) - No contradictions across files (goals, dates, budgets, scope, terminology)
- Traceability (20%) - Requirements ↔ Plan tasks/milestones ↔ Personas (audience fit) ↔ Instructions (how-to)
- Feasibility (10%) - Technical/operational viability within constraints, capacity, budget, timeline
- Risk & Mitigation (10%) - Identified risks with owners, triggers, and mitigations
- Governance (10%) - Roles/RACI, decision rules, change control
- Measurement (10%) - KPIs, targets, baselines, instrumentation
- Ethics/Safety/Compliance (5%) - Privacy, security, regulatory and brand safeguards
Rubric anchors (per dimension):
0 = missing/contradictory; 1 = skeletal; 2 = partial; 3 = acceptable; 4 = strong; 5 = exemplary with evidence.
Heuristics & Checks (non-exhaustive)
- Requirements - Presence of problem statement, goals, out-of-scope, constraints, acceptance criteria, NFRs (performance, security, accessibility)
- Plan - Milestones with ISO dates, owners, critical path, dependencies; budget and capacity alignment; risk register
- Personas - ICP alignment, pains/goals, objections, buying roles, success criteria; mapping to requirements and content/instruction needs
- Instructions: unambiguous steps, inputs/outputs, guardrails, references to real files/paths; no dead links; consistency with requirements/plan.
- Conflicts: date mismatches, budget sums ≠ allocations, KPI targets absent or inconsistent, persona needs not addressed in plan, instructions referencing non-existent artifacts.
- Traceability: build a matrix mapping Requirement → Plan item(s) → Persona(s) → Instruction(s) with coverage status (Covered/Partial/Gap).
Deliverable 1 — Health Check Report (write to {{files.health-check}})
Format the report exactly as below.
Health Check — {{project_name_or_context}}
Date: {{iso_date}} | Source: {{files.requirements}}, {{files.plan}}, .github/ai-ley/personas, .github/ai-ley/instructions
1) Executive Summary (≤8 bullets)
- Key strengths, critical gaps, and top risks with business impact.
2) Scorecard (0–5; weighted)
| Dimension | Score | Weight | Weighted |
|---|---|---|---|
| Completeness | 0.20 | ||
| Consistency | 0.15 | ||
| Traceability | 0.20 | ||
| Feasibility | 0.10 | ||
| Risk & Mitigation | 0.10 | ||
| Governance | 0.10 | ||
| Measurement | 0.10 | ||
| Ethics/Safety/Compliance | 0.05 | ||
| Total | 1.00 | {{overall_weighted_score}} |
Scoring notes: cite concrete evidence from the inputs.
3.1 Requirements
- Strengths, gaps, contradictions; acceptance criteria & NFR adequacy.
3.2 Plan
- Milestones, owners, dependencies, budget/capacity validity; timeline cohesion.
3.3 Personas
- ICP alignment, pain/objection coverage, messaging implications.
3.4 Instructions
- Executability, guardrails, references, reproducibility, failure modes.
4) Traceability Matrix
| Req ID | Requirement | Plan Items | Persona(s) | Instruction(s) | Coverage |
|---|---|---|---|---|---|
| R-001 | Covered / Partial / Gap |
If requirement IDs are absent, auto-assign R-### by heading order.
5) Risks & Mitigations
| ID | Risk | Likelihood | Impact | Trigger | Owner | Mitigation | Status |
|---|
6) KPI & Instrumentation Audit
- North Star, KPI tree, targets, baselines, telemetry plan, attribution model.
7) Governance & Decision Rules
- RACI, change control, escalation paths, review cadence.
8) Quality Gate Results
- ✅ No unresolved contradictions across files.
- ✅ All critical requirements mapped to at least one plan item and instruction.
- ✅ KPIs have numeric targets and timelines.
- ✅ Budgets/effort align with capacity; math verified.
- ✅ ISO dates/time zones consistent.
- ✅ No placeholder text without justified reason.
9) Assumptions
- Minimal, explicit assumptions used to complete the assessment.
10) Appendix
- Evidence excerpts (short quotes), file paths, glossary.
Deliverable 2 — Suggestions Backlog (write to {{files.suggestions}})
Produce an actionable, prioritized backlog. Use the exact structure below.
Suggestions Backlog — {{project_name_or_context}}
Date: {{iso_date}} | Derived from Health Check
A) Quick Wins (1–2 weeks)
| Item | Description | File/Section | Effort | Impact | Owner | Due (ISO) |
|---|
B) Priority Fixes (≤6 weeks)
| Item | Description | File/Section | Effort | Impact | Owner | Due (ISO) |
|---|
C) Structural Improvements
- Architecture, governance, measurement, or process refactors.
D) Missing Artifacts / Stubs to Add
| Artifact | Purpose | Proposed Path | Minimal Template |
|---|
E) Content to Generate (if any)
- One-pagers, checklists, runbooks, dashboards, test plans.
F) Follow-Up Reviews
- Cadence and entry/exit criteria for re-checks.
Synthesis Procedure (internal)
- Parse & Normalize: Load all inputs; extract headings, lists, tables, IDs, dates, KPIs, budgets. If IDs missing, auto-number.
- Run Checks: Apply the Heuristics & Checks; log evidence for each dimension.
- Traceability Build: Construct the matrix (Req → Plan → Persona → Instruction) and mark coverage.
- Score: Assign 0–5 per dimension using rubric anchors; compute weighted total.
- Draft Outputs: Populate all required sections verbatim by the templates above.
- Quality Gate: Ensure all gates in “Quality Gate Results” are satisfied or call out exceptions with rationale.
- Write Files:
- Health report →
{{files.health-check}} - Suggestions backlog →
{{files.suggestions}}
- Health report →
Output Rules
- Use concise, evidence-backed prose and tables.
- Use ISO dates, explicit time zones, and currency units where relevant
- Avoid TBD or placeholders unless unavoidable—justify briefly
- State minimal assumptions when information is missing and proceed
version: 1.0.1 updated: 2026-01-30 reviewed: 2026-01-30 score: 4.3
