# SKILLS AUDIT

**Audit ID:** TASK-000A  
**Date:** 2026-06-21  
**Source:** `PROJECT_MEMORY.md` (Section 2, verified 48,049 bytes)  
**Direct verification:** `skills/` directory listing (17 category dirs confirmed)

---

## Skills Corpus Summary

| Metric | Value | Source | Confidence |
|---|---|---|---|
| Total skill files | **377** | PROJECT_MEMORY Section 1 table (2026-06-14) | HIGH |
| v3 battle-tested | **27** | PROJECT_MEMORY Section 1 | HIGH |
| v2+ expanded | **48** | PROJECT_MEMORY Section 1 | HIGH |
| v1 stubs | **~302** | Derived: 377 - 27 - 48 | HIGH |
| Categories | **17** | Directory listing confirmed | VERIFIED |
| Stub ratio | **~80%** | 302/377 | HIGH |

---

## Taxonomy Categories (Verified)

| # | Category | Dir Exists? | Notes |
|---|---|---|---|
| 01 | perception | ✅ YES | |
| 02 | reasoning | ✅ YES | |
| 03 | memory | ✅ YES | |
| 04 | action-execution | ✅ YES | |
| 05 | code | ✅ YES | |
| 06 | communication | ✅ YES | |
| 07 | tool-use | ✅ YES | |
| 08 | multimodal | ✅ YES | |
| 09 | agentic-patterns | ✅ YES | |
| 10 | computer-use | ✅ YES | |
| 11 | web | ✅ YES | |
| 12 | data | ✅ YES | |
| 13 | creative | ✅ YES | |
| 14 | security | ✅ YES | |
| 15 | orchestration | ✅ YES | |
| 16 | domain-specific | ✅ YES | |
| 17 | infrastructure | ✅ YES | Nascent: only 1 skill confirmed |

**All 17 directories verified as existing.** Individual file counts per directory not drilled in this audit; 377 total sourced from PROJECT_MEMORY.

---

## Version Distribution

```
v1 stubs:       302 / 377  (~80%) — thin content, placeholder I/O
v2+ expanded:    48 / 377  (~13%) — full examples + failure modes
v3 battle-tested: 27 / 377  (~7%) — production-ready, copy-paste safe
```

---

## Coverage Against Modern AI Agent Requirements

| Domain | Category Coverage | Gap Assessment |
|---|---|---|
| Reasoning | `02-reasoning` | Covered |
| Memory | `03-memory` | Covered |
| Planning | `09-agentic-patterns` | Covered (ReAct, LATS, MCTS etc.) |
| Perception | `01-perception` | Directory exists; file population unknown |
| Tool use | `07-tool-use` | Covered |
| Orchestration | `15-orchestration` | Covered |
| Evaluation | `evaluation/` dir | Dir exists; content unknown |
| Security | `14-security` | Covered |
| Agent ops | `17-infrastructure` | **NASCENT** — only 1 skill |
| Multi-agent systems | `15-orchestration` + `09-agentic-patterns` | Partial |
| Multimodal | `08-multimodal` + `10-computer-use` | Covered |
| Communication | `06-communication` | Covered |
| Code generation | `05-code` | Covered |
| Data handling | `12-data` | Covered |
| Web/search | `11-web` | Covered |
| Creative tasks | `13-creative` | Covered |
| Domain-specific | `16-domain-specific` | Covered |

**Primary gap:** `17-infrastructure` is nascent. `paths/` is empty (no learning tracks). `evaluation/` content unverified.

---

## Associated Content Corpus

| Directory | Count | Status |
|---|---|---|
| `systems/` | 8 multi-skill workflows | Claimed in PROJECT_MEMORY; not directly verified |
| `blueprints/` | 7 production architectures | Claimed; not directly verified |
| `benchmarks/` | 4 comparisons | Claimed; not directly verified |
| `labs/` | 4 experimental entries | Claimed; not directly verified |
| `paths/` | **0** | Explicitly stated empty in PROJECT_MEMORY |

---

## Skills Framework Quality Assessment

| Component | Status | Notes |
|---|---|---|
| JSON Schema (`meta/skill-schema.json`) | ✅ Operational | Validates frontmatter on every PR |
| Skill template (`meta/skill-template.md`) | ✅ Exists | Canonical contribution template |
| CI validation (`validate-skills.yml`) | ✅ Operational | Blocks bad PRs |
| Quality report (`meta/QUALITY-REPORT.md`) | ✅ Auto-generated (68KB) | Live stub/battle-tested audit |
| `related_skills` field | ✅ In schema | Implicit graph edges; not yet extracted to graph.json |
| Badge lifecycle | ✅ Operational | Grey → Yellow → Green automation |
| v1/v2/v3 versioning | ✅ Defined | `meta/VERSIONING.md` exists |
| AST sweep | ✅ `ast-sweep.yml` | Machine-inferred badge scanning |

---

## Key Weakness: Stub Ratio

With ~80% of skills at v1 stub level, the majority of the catalog presents thin, low-trust content to visitors. This is identified as the #1 trust killer in PROJECT_MEMORY (Section 3, Missing Features). The P0-1 "Stub Upgrade Blitz" is the highest-ROI next action for the project.
