# Platform Readiness Report — Mission Zero Enablement

**Date:** 2026-03-28 **Status:** Phases 1-3 Complete, Deployed, Migration Applied **Commits:** eff58ec, 758faa7, d3ab771

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## What Was Done

Mission Zero identified critical platform gaps preventing agents from self-managing. This report summarises the 3-phase build that addresses those gaps.

### Phase 1: Agent Analytics Tools (Complete)

**Problem:** 40+ analytics API endpoints existed but only 5 were exposed as platform tools. Agents like ATLAS and SENTINEL had no way to self-monitor.

**Solution:** 11 new platform tools wrapping real database queries:

| Tool                              | What It Returns                                |
| --------------------------------- | ---------------------------------------------- |
| `platform_get_success_rate`       | Overall agent success rate + 7-day trend       |
| `platform_get_completion_time`    | Avg task completion time + 24h comparison      |
| `platform_get_error_rates`        | Error breakdown by agent type with severity    |
| `platform_get_queue_depth`        | Pending/running task counts                    |
| `platform_get_efficiency_score`   | Composite 0-100 score with A-D grade           |
| `platform_get_cost_per_execution` | Cost trends with daily breakdown               |
| `platform_get_peak_hours`         | 24h usage pattern with peak/medium/low         |
| `platform_get_bottlenecks`        | Failure rates, queue buildup, slow executions  |
| `platform_get_predictive_alerts`  | Cost spikes, capacity warnings, rate limits    |
| `platform_get_agent_ranking`      | Agents ranked by composite performance score   |
| `platform_get_sla_compliance`     | Task completion + response time vs SLA targets |

**Impact:** Agents can now answer "how are we performing?", "what's costing the most?", "any problems?" without human intervention.

***

### Phase 2: KPI Dashboard Widgets (Complete)

**Problem:** The command centre had 8 operational widgets but zero KPI visibility for cost tracking, agent performance, playbook health, or approval status.

**Solution:**

**4 new widgets:**

* **Cost Tracker** — Total spend, daily sparkline chart, top 3 agent spenders, period-over-period change %
* **Agent Performance** — Color-coded horizontal bars (green >90%, yellow 70-90%, red <70%) ranked by success rate
* **Playbook Metrics** — Table with runs, success %, avg duration per playbook
* **Approval Gates** — Pending count, avg approval time, waiting mission list

**Widget Picker (new capability):**

* Dashboard refactored from static list to a **widget registry pattern**
* Click Customize -> "Widgets" popover shows all 12 widgets with show/hide toggles
* Drag to reorder still works
* Hidden state persists in localStorage
* New widgets auto-appear on existing installs (merge logic)
* Ready for a future widget marketplace

**Backend:** New `/api/kpi` router with 4 endpoints, all workspace-scoped.

***

### Phase 3: Governance & Blueprints (Complete)

**Problem:** `workspace.plan_limits` JSONB exists but was NEVER READ. `Agent.is_approved` exists but was NEVER ENFORCED. Zero budget tracking on missions. No quality standards.

**Solution:**

**New table: `agent_blueprints`**

* Per-workspace governance rules
* Configurable: `min_tools`, `require_system_prompt`, `max_budget_per_run`, `required_tags`, `allowed_models`
* One blueprint can be set as workspace default

**New columns on `orchestration_runs`:**

* `budget_config` — {max\_cost, max\_tokens, alert\_at\_pct}
* `budget_spent` — {cost, tokens, api\_calls}

**6 new platform tools:**

| Tool                        | Permission | Purpose                                             |
| --------------------------- | ---------- | --------------------------------------------------- |
| `platform_list_blueprints`  | read       | List workspace blueprints                           |
| `platform_get_blueprint`    | read       | Get blueprint details                               |
| `platform_create_blueprint` | write      | Create governance rules                             |
| `platform_update_blueprint` | write      | Update rules                                        |
| `platform_validate_agent`   | read       | Check agent against blueprint (pass/fail + reasons) |
| `platform_check_budget`     | read       | Mission budget status (ok/warning/exceeded)         |

**Blueprint Validator Service:**

* Validates agents against configurable rules
* Returns specific failures ("Agent has 0 tools, minimum is 2") and warnings ("Missing recommended tags")
* Budget checker returns remaining cost/tokens with alert thresholds

**Frontend: AgentReadinessBadge**

* Green shield = all checks passed
* Yellow shield = warnings
* Red shield = failures
* Tooltip shows specific issues

***

## Platform Tool Inventory

**Total platform tools: 97** across 19 domains:

| Domain               | Tools | Examples                                            |
| -------------------- | ----- | --------------------------------------------------- |
| Agents               | 6     | list, get, create, update, delete                   |
| Playbooks/Recipes    | 10    | CRUD + steps + execute                              |
| Analytics (base)     | 5     | LLM usage, costs, workspace stats                   |
| Analytics (enhanced) | 11    | Success rate, bottlenecks, SLA, rankings            |
| Governance           | 6     | Blueprints, validation, budgets                     |
| Board Tasks          | 6     | CRUD + assign + status                              |
| Marketplace          | 9     | Browse agents/plugins/skills, install               |
| Monitoring           | 5     | Logs, Loki, Prometheus, alerts, health              |
| Documents            | 3     | List, delete, reprocess                             |
| Workspace            | 7     | Info, memory, connected apps, store                 |
| Tools/LLMs           | 3     | List tools, LLMs, datasources                       |
| Search               | 2     | Chat history, memory search                         |
| Scheduling           | 3     | Schedule, list, cancel                              |
| Reports              | 2     | Submit, get latest                                  |
| Assignments          | 3     | Tool, skill, plugin assignment + heartbeat          |
| Field                | 3     | Query, inject, stability                            |
| Blog                 | 4     | Publish, list, get, update                          |
| Missions             | 3     | Create, list, get                                   |
| Workspace I/O        | 6     | read\_file, write\_file, list\_dir, grep, exec, git |

***

## Mission Zero Gaps — Status

| Gap Identified                           | Status         | Notes                                         |
| ---------------------------------------- | -------------- | --------------------------------------------- |
| Analytics not exposed to agents          | FIXED          | 11 new tools (Phase 1)                        |
| No KPI visibility for humans             | FIXED          | 4 widgets + picker (Phase 2)                  |
| No governance/quality standards          | FIXED          | Blueprints + validator (Phase 3)              |
| Budget fields exist but never read       | FIXED          | budget\_config/budget\_spent + check tool     |
| is\_approved never enforced              | PARTIAL        | Blueprint validation warns, doesn't block yet |
| Tool discovery for 880+ Composio actions | ALREADY DONE   | `platform_list_tools` with search exists      |
| Channel abstraction                      | ALREADY DONE   | Templates use types, not specific channels    |
| Agent config gaps (0 tools, no prompts)  | NOW DETECTABLE | `platform_validate_agent` flags these         |

***

## What Auto Can Now Do

1. **Self-monitor:** "What's our success rate?" -> real data from `platform_get_success_rate`
2. **Investigate problems:** "Any bottlenecks?" -> failure rates, queue buildup, slow execution detection
3. **Track costs:** "Are costs going up?" -> daily breakdown with trend analysis
4. **Rank agents:** "Who's the top performer?" -> composite scoring across success, speed, volume
5. **Check SLAs:** "Are we meeting targets?" -> completion rate + response time vs thresholds
6. **Set standards:** "Create a blueprint requiring prompts and 2 tools" -> governance enforcement
7. **Validate agents:** "Is SCOUT ready?" -> specific pass/fail with actionable reasons
8. **Monitor budgets:** "How much budget is left on this mission?" -> remaining cost/tokens with alerts
9. **Predict issues:** "Any upcoming capacity problems?" -> cost spikes, agent capacity, rate limits

***

## Verification Checklist

* [ ] Ask ATLAS: "What's our agent success rate?" — should return real % from executions
* [ ] Ask SENTINEL: "Any bottlenecks?" — should detect queue/failure/speed issues
* [ ] Open Activity -> Command Centre -> Customize -> Widgets — should show 12 widgets with toggles
* [ ] Cost Tracker widget shows real spend data
* [ ] Agent Performance widget shows color-coded bars
* [ ] Ask Auto: "Create a blueprint requiring system prompts and at least 2 tools"
* [ ] Ask Auto: "Validate agent SCOUT against the blueprint" — should flag missing tools/prompt
* [ ] Ask Auto: "Do you have everything you need to self-manage?" — the real test

***

## Next Steps

1. **Google Analytics integration** — GA4 added to workspace, needs frontend snippet + platform tool + KPI widget
2. **Budget enforcement** — Currently advisory (check\_budget returns status). Next: auto-pause missions when exceeded
3. **Blueprint enforcement in coordinator** — Currently tools-only. Next: coordinator checks before dispatch, logs warnings
4. **Widget marketplace** — Registry pattern is ready for user-installed widgets