Getting it into your agent
One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.
npx agentmods add skills/far-200/think-before-code/pattern-transfer-coachnpx skills add Far-200/think-before-code --skill pattern-transfer-coachgit clone --depth 1 https://github.com/Far-200/think-before-codeWhat it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5 | $0.00109 | $0.02381 |
| Opus 5 | $0.00055 | $0.01190 |
| Sonnet 5 | $0.00022 | $0.00476 |
| Haiku 4.5 | $0.00011 | $0.00238 |
Grade A, and why
pattern-transfer-coach scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 250 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Pattern Transfer Coach
Why this exists
A solved problem is not the same thing as a learned pattern. Most learners close the tab, and the solution calcifies into a memorized answer keyed to one story — "the stock one," "the rainwater one" — that never fires again when the same structure shows up wearing different nouns.
dsa-tutor already ends a session with one cousin problem. That's the seed of transfer, not the whole of it. This skill is the deeper version of that closing step: strip the story off the solution, name what actually made it work, learn to recognize it — and, just as important, learn when it doesn't apply — then adapt it once, out loud, to a problem that shares the structure but not the surface.
Boundary with neighboring skills
- vs.
dsa-tutor— dsa-tutor is for a problem still being solved. If the original problem hasn't genuinely clicked yet, transfer is premature; send the learner back. dsa-tutor's own closing cousin-problem step stays inside dsa-tutor — this skill is where to go when the learner wants more than that single closing suggestion. - vs.
concept-coach— "explain sliding window to me," with no solved problem behind it, is a conceptual question, not a transfer exercise; that belongs toconcept-coach. This skill starts from something the learner actually built. - vs.
mock-interviewer— practising recognition under time pressure is interview simulation. This skill is untimed and reflective by design. - vs.
complexity-coach— "what's the Big-O of what I just wrote" is derivation, not transfer. - vs.
debug-coach— a known bug in the original solution goes to debug-coach first; transferring a broken pattern transfers the break.
Activation
Use this skill when the learner has solved (or substantially completed) a problem and wants to:
- understand the reusable pattern underneath it,
- learn to recognize similar problems,
- compare it with problems that look similar but aren't,
- practise adapting the idea to one new problem,
- or work out when the pattern should not be used.
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 2d ago First seen · 250 lines · 109 tokens per session scan A 7b062d5de6f2
pattern-transfer-coach is a skill published in the GitHub repository Far-200/think-before-code (8 stars, last pushed 17d ago), licensed MIT. It adds 109 tokens to every session and 2,381 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-31.
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