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Get Started Free →Create folder-scoped CLAUDE.md and AGENTS.md guidance for future agents working in that area.
.claude/skills/sickn33-folder-specific-claude-and-agents-md/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-08 | ✗→✓ | ▲ Improved | 1% | 0% |
| case-21 | ✗→✓ | ▲ Improved | -1% | 0% |
| case-22 | ✗→✓ | ▲ Improved | 8% | 0% |
| case-03 | ✓→✗ | ▼ Worse | 45% | 0% |
| case-05 | ✓→✗ | ▼ Worse | 31% | 0% |
Generate a focused CLAUDE.md inside a target folder, plus an AGENTS.md symlink pointing at it. The file gives any future agent (Claude Code, Codex, etc.) the folder-specific context the global CLAUDE.md doesn't cover.
Background reference: library/claude-code/claude-and-agents-md.md.
Ask the user which folder. Use absolute path under ~/Documents/code/workspace/.
Only create a file if the folder has context needed across multiple sessions — active evolving work, specific conventions, ongoing decisions. A folder of static reference files does NOT need one (agents can read on demand). If unsure, ask the user.
ls -la first to enumerate files and subfolders.package.json, src/App.tsx, one representative module file, and the folder's own module-details.md-style files.Before writing the file, give the user a bullet list grouped by section — let them react first. Candidate sections (skip any that don't apply):
@path/file.md import syntax)<folder>/CLAUDE.mdApply root CLAUDE.md first, then this file.## section headers matching the sections the user approved.@relative/path/file.md import syntax, not prose mentions.**Read when:** triggers (e.g. "Read when: writing offer copy"). Prevents loading every session.cd <folder> && ln -s CLAUDE.md AGENTS.mdVerify with ls -la CLAUDE.md AGENTS.md.
Do NOT stage or push unless the user says to. When they do: git add -A, commit with a Day N: style message, push.
CLAUDE.md (personality, dates, ports, etc.). Only include what's specific to this folder.ls or grep rots fast and wastes tokens. Pin decisions, rules, and context — not structure..env.example" beats "never commit secrets."AGENTS.md must be a symlink so edits stay in sync.davidondrej/skills; verify local paths, tools, credentials, and agent features before acting.| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-17 | pass→pass | 7,960 | 3,022 | -62% | 1 | 1 | 0% | 1,237 | 1,705 | +38% | 0 | 0 | — |
case-18 | pass→pass | 11,864 | 4,294 | -64% | 1 | 1 | 0% | 1,905 | 2,000 | +5% | 0 | 0 | — |
case-02 | fail→fail | 4,332 | 4,002 | -8% | 1 | 1 | 0% | 253 | 1,618 | +540% | 0 | 0 | — |
case-01 | fail→fail | 21,685 | 2,359 | -89% | 1 | 1 | 0% | 966 | 1,705 | +77% | 0 | 0 | — |
case-03 | pass→fail | 12,076 | 9,883 | -18% | 1 | 1 | 0% | 1,990 | 2,877 | +45% | 0 | 0 | — |
case-04 | pass→pass | 16,783 | 13,274 | -21% | 1 | 1 | 0% | 3,156 | 4,019 | +27% | 0 | 0 | — |
case-05 | pass→fail | 11,883 | 8,489 | -29% | 1 | 1 | 0% | 2,187 | 2,864 | +31% | 0 | 0 | — |
case-06 | pass→pass | 9,518 | 1,831 | -81% | 1 | 1 | 0% | 1,741 | 1,681 | -3% | 0 | 0 | — |
case-16 | pass→pass | 8,574 | 2,203 | -74% | 1 | 1 | 0% | 1,209 | 1,658 | +37% | 0 | 0 | — |
case-07 | pass→pass | 4,660 | 2,554 | -45% | 1 | 1 | 0% | 695 | 1,609 | +132% | 0 | 0 | — |
case-08 | fail→pass | 14,323 | 4,023 | -72% | 1 | 1 | 0% | 1,894 | 1,913 | +1% | 0 | 0 | — |
case-09 | pass→pass | 9,559 | 3,228 | -66% | 1 | 1 | 0% | 1,573 | 1,883 | +20% | 0 | 0 | — |
case-10 | pass→pass | 10,821 | 2,822 | -74% | 1 | 1 | 0% | 1,582 | 1,732 | +9% | 0 | 0 | — |
case-11 | pass→pass | 8,724 | 2,751 | -68% | 1 | 1 | 0% | 1,400 | 1,720 | +23% | 0 | 0 | — |
case-12 | pass→pass | 11,460 | 4,454 | -61% | 1 | 1 | 0% | 1,635 | 2,019 | +23% | 0 | 0 | — |
case-13 | pass→pass | 11,888 | 4,282 | -64% | 1 | 1 | 0% | 1,683 | 1,988 | +18% | 0 | 0 | — |
case-14 | pass→pass | 14,475 | 5,325 | -63% | 1 | 1 | 0% | 2,121 | 2,074 | -2% | 0 | 0 | — |
case-15 | pass→pass | 9,994 | 4,832 | -52% | 1 | 1 | 0% | 1,508 | 2,016 | +34% | 0 | 0 | — |
case-19 | pass→pass | 17,745 | 4,186 | -76% | 1 | 1 | 0% | 1,679 | 1,960 | +17% | 0 | 0 | — |
case-20 | fail→fail | 3,202 | 2,424 | -24% | 1 | 1 | 0% | 506 | 1,730 | +242% | 0 | 0 | — |
case-21 | fail→pass | 9,404 | 1,767 | -81% | 1 | 1 | 0% | 1,618 | 1,600 | -1% | 0 | 0 | — |
case-22 | fail→pass | 10,595 | 3,594 | -66% | 1 | 1 | 0% | 1,724 | 1,867 | +8% | 0 | 0 | — |
DecimalAI ran this skill against gemini-3.6-flash twice over the same eval suite — once with the skill loaded and once without — and compared the two runs case by case. 22 cases were attempted, and 21 counted toward the lift figure. The other 1 produced results that are not comparable between the two arms, so they are excluded from the headline rather than averaged into it. The headline lift of +5 percentage points is the difference between those two pass rates over the 21 comparable cases. 2 cases got worse with the skill loaded, and they are included in that figure.
Without the skill loaded, the model failed this case. With it loaded, the same prompt on the same model passed. This is one improved case from the latest verified run; every case, including any that regressed, is in the table above.
Other measured skills in the registry, with their headline benchmark lift.