AI & LLM Skill
Agent Eval Suite Langsmith
Production agent eval suite LangSmith dataset curation + Promptfoo assertion framework +…
$15
Skill Alchemist
Skill upgrader to Ultra (Pro+) standard
An agent that upgrades existing skills to a higher standard. It measures against a rubric, adds edge cases, anti-patterns, cross-skill awareness and mental models, and promotes recurring patterns into durable rules. It scores every skill against a quality rubric before handing it back, and rejects generic mental-model padding outright.
$79 one-time
Add to a kit → Prices include 20% VAT. · Forged on real agency work · one-time, no lock-in
- Type Agent
- Category AI & LLM
- Delivery Email · instant
- License One-time
Inside the run · no black box
See the actual work before you buy it.
Upgrading a skill is a three-phase loop: score it against a 12-criterion rubric, transform without deleting working content, then re-score until the threshold is genuinely met. Every claim is proven with command output, never impression.
- Reads the three mandatory reference files before writing anything: the canonical skill template skeleton, the cross-skill linking protocol and the enforcement rules that ban template reuse and stub mental models. It only ever touches existing skill files; creating new skills belongs to a sibling tool.
- Phase one, resonance: reads the full skill and its references, counts the live skill ecosystem with a real directory listing instead of quoting a stale number, scans for overlapping skills, then scores the skill against a 12-criterion rubric covering persona depth, tactical detail, anti-patterns, agency integration, the 7-dimension matrix and cross-skill links.
- Phase two, alchemy: transforms by fixed principles. Working content is never deleted, only extended; generic personas become specific experts; checklist items get the what, why, how and when-not-to; every tactic gains at least one cross-dimension note and one applied mental model; the file stays under 500 lines with overflow moved to reference files.
- Phase three, synchronization: re-reads the transformed skill and re-scores the rubric. Below 11 of 12 means back to phase two; the loop repeats until the threshold is genuinely met, not declared.
- Proves every claim with command output: line counts, code block counts and link counts come from real word counts and pattern searches, never from impression. An upgrade claim without that evidence is invalid.
- Reports before-and-after rubric scores, what was added and how the skill's description changed for routing, then hands the enriched skill to the security auditor for a malicious-pattern scan. One skill at a time, never several in parallel.
One power source. 5 lines out.
skill-alchemist · core
core active · 5 lines
- ✓ upgrading a thin skill to
Upgrading a thin skill to production quality
- ✓ adding edge cases and an…
Adding edge cases and anti-patterns to a skill
- ✓ injecting cross-skill aw…
Injecting cross-skill awareness and mental models
- ✓ auditing a set of skills
Auditing a set of skills against a quality rubric
- ✓ promoting repeated patte…
Promoting repeated patterns into rules
Yours to keep.
Drag time forward. Watch what stays.
Forever
That's what owning means.
The rented stack
ai writing tool: subscription
expired · access lostanalytics suite: subscription
expired · access lostdesign platform: subscription
expired · access lost(nothing left)
Your forge
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Skills that handle the hard cases, not just the happy path
license: perpetual -
Consistent quality across your whole skill library
license: perpetual -
Knowledge captured once, reused forever
license: perpetual -
A measurable bar instead of subjective polish
license: perpetual
subscriptions expire · deeds don't
Everything in the box.
Pick a piece up. Watch it work.
Skill upgrades to the 7-dimension Ultra standard with skill-specific content
6 parts · one working system · ships instantly by email
This wasn't forged for everyone.
- Not for you if you'd rather rent a tool than own one.
- Not for you if you want someone else to run your stack.
- Not for you if you're happy guessing.
Teams maintaining a skill library who want a consistent quality bar.
then this was forged for you.Works with
Universal by design: these run in any AI. Delivered in the open Agent Skills + MCP format (native in Claude); ChatGPT, Gemini, Cursor and Copilot adapt the same files their own way.
- Claude Native format
- ChatGPT Adapts via open standards
- Gemini Adapts via open standards
- Cursor Adapts via open standards
- Copilot Adapts via open standards
Catch what's on your mind.
the air is clear. nothing between you and the forge.
catch a spark: the forge will answer
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My skills are thin one-pagers, is that a workable starting point?
Yes, that's the core use case. It takes an existing thin skill, measures it against the quality rubric, then adds edge cases, anti-patterns, cross-skill links and skill-specific mental models until it clears the Ultra bar.
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How does it decide a skill is actually done?
Every skill gets scored against the rubric before it ships back. Generic mental-model padding: a bare SOLID or DRY stub: is rejected outright, and each skill needs at least two typed, bidirectional cross-skill connections. The bar is measurable, not subjective polish.
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Does it create new skills from scratch?
No. Its scope is upgrading skills that already exist; creation is a separate job. What it adds beyond depth is a monthly pattern-promotion pass, where recurring lessons get turned into permanent skill content instead of being relearned.
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How is it delivered?
By email right after purchase: ready to run, downloaded instantly, no setup wait.
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One-time or subscription?
A one-time purchase; no subscription or hidden fees. VAT (20%) is included.
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Can I get a refund?
As a digital product, it can’t be refunded once downloaded. That’s why we show exactly what’s inside and who it’s for, right here.