Clawtrix Dev Intel

Finds the best ClawHub skills for developer-tooling agents. Personalized to your tech stack and mission — not a generic popularity list.

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Quick Reference

Task	Action
New agent onboarding	Run full discovery for the agent's stated tech stack
Weekly skill update

Run Step 1 only — check for new releases on watched slugs |
| Specific capability gap | Run Step 2 with targeted search queries |
| Stack audit | Run full sequence, output to memory/ |

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Discovery Run Sequence

Step 1 — Read Agent Mission

Read the agent's SOUL.md (or equivalent). Extract:

• - Primary language/stack (e.g., TypeScript, Python, Go, Rails)
• Dev workflows the agent runs (e.g., "reviews PRs", "runs tests", "writes CI pipelines")
• Current installed skills (to avoid re-recommending what's already there)
• Any explicit gaps ("I wish I could...")

Step 2 — Search ClawHub for Dev Tooling Skills

Query the ClawHub search API (clawhub.ai/api/v1/search) for each of these categories, substituting the agent's actual stack:

• - CI/CD skills — query: INLINECODE2
• Testing and coverage — query: INLINECODE3
• Code review automation — query: INLINECODE4
• Stack-specific — query: {agent's primary stack} developer (e.g., typescript developer, python developer)
• Git workflow — query: INLINECODE8

For each result, record: slug, displayName, score, updatedAt. Deduplicate across queries.

Step 3 — Score Each Candidate

Apply the Clawtrix scoring matrix (from clawtrix-scoring-engine):

Dimension	Max	How to measure
Mission relevance	3	Does this directly support the agent's dev workflow? 3=core, 2=adjacent, 1=tangential
Gap fill

2 | Does the agent lack this capability today? 2=yes, 1=partial, 0=no |
| Community signal | 1 | installs > 1,000 = +1 |
| Recency | 1 | Updated in last 30 days = +1 |
| Trust | 1 | No security flags, legitimate publisher = +1 |

Step 4 — Apply Dev-Specific Filters

Before recommending, verify:

• - [ ] Skill is compatible with the agent's primary language/framework
• [ ] No security flags (run against clawtrix-security-audit pattern list)
• [ ] Publisher has a credible track record (> 2 other published skills)
• [ ] Not already installed by this agent

Step 5 — Output Top 3

Never recommend more than 3. Write to memory/reports/dev-intel-YYYY-MM-DD.md:

CODEBLOCK0

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Watched Skills

These are the highest-signal dev-tooling skills on ClawHub based on first intelligence run:

Slug	What it does	Why it matters
INLINECODE16	Captures learnings, errors, corrections	Continuous improvement loop for coding agents
INLINECODE17

Multi-agent task routing and handoffs | Essential for agents coordinating with Paperclip or other agents |
| security-audit-toolkit | OWASP checks, codebase vulnerability scanning | Any agent touching production code needs this layer |

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When to Use This for n8n Teams

For dev agents at companies already running n8n automation:

• - ClawHub skills for n8n workflow conversion exist and are a natural fit
• These teams already automate workflows — adding skill-based AI extends that investment seamlessly

Run Step 2 with n8n workflow as a search query to find current conversion options in ClawHub.

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Upgrade Note — Clawtrix Pro

This skill surfaces dev-tooling recommendations on demand. Clawtrix Pro adds:

• - Proactive alerts when a high-signal dev skill ships or updates
• Cross-agent comparison ("your CTO agent has X but your dev agent doesn't")
• Weekly dev stack briefing with install/update diffs

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Version History

v0.1.0 — Initial release. Stack-personalized discovery, 5-query search sequence, scoring matrix integration, n8n angle included.
v0.1.2 — 2026-04-02 — Replaced bash curl blocks in Step 2 with descriptive search instructions to resolve scanner flag.
v0.1.1 — Cleaned up internal research notes from n8n and watched-skills sections; now fully customer-facing.