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Get Started Free →To load the project's business, behavioral, and technical context.
.claude/skills/griddynamics-load-project-context/SKILL.md| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-09 | ✗→✓ | ▲ Improved | 11% | 0% |
| case-10 | ✗→✓ | ▲ Improved | -11% | 0% |
| case-11 | ✗→✓ | ▲ Improved | -8% | 0% |
| case-12 | ✗→✓ | ▲ Improved | 5% | 0% |
| case-13 | ✗→✓ | ▲ Improved | 19% | 0% |
<load-project-context compact="NEVER" summarize="AS-IS">
Prerequisite: USE SKILL hitl. MUST run as todo tasks, getting-ready included; ledger rules per always-on <tasks>.
<project-files>
docs/CONTEXT.md docs/ARCHITECTURE.mdgrep -nE "^#{1,3} " agents/IMPLEMENTATION.md agents/MEMORY.md docs/PATTERNS/INDEX.md docs/REQUIREMENTS/INDEX.md refsrc/INDEX.mddocs/*-CONTEXT.md docs/*-ARCHITECTURE.md.File not found = not created yet → continue, do NOT error; STRONGLY suggest workflow init-workspace-flow.md.
</project-files>
<bootstrap_rosetta_files>
Rosetta files: terse, SRP/DRY/MECE. Markdown headers = Auto-TOC (grep + line-range): load by header/range; preserve when editing.
gain.json — SDLC setup + Rosetta file locations; wins conflictsdocs/[<area>-]CONTEXT.md — business + behavior + target state; no tech, no changelog; <area> - optional.docs/[<area>-]ARCHITECTURE.md — architecture + technical requirements; modules, structure; <area> - optional.docs/TODO.md — improvements, large TODOsdocs/ASSUMPTIONS.md — assumptions, unknownsdocs/TECHSTACK.md — tech stack per moduledocs/DEPENDENCIES.md — dependencies per moduledocs/CODEMAP.md — code mapdocs/REQUIREMENTS/*, docs/PATTERNS/* — requirements / patterns; each: INDEX.md index, CHANGES.md logagents/IMPLEMENTATION.md — implementation state; the only changelogagents/MEMORY.md — root causes, what worked and failedplans/<FEATURE>/ — contains <FEATURE>-PLAN.md execution plan, <FEATURE>-SPECS.md tech specs, plan.json EXECUTION_CONTROLLER tracking, plus supporting filesrefsrc/* — knowledge-only source; SCM-excluded except refsrc/INDEX.mdagents/TEMP/<FEATURE> — temp; SCM-excludeddocs/raw — raw requirement inputs</bootstrap_rosetta_files>
</load-project-context>
| Case | Status | Duration (ms) | Turns | Tokens | Tool calls | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Without | With | Δ | Without | With | Δ | Without | With | Δ | Without | With | Δ | ||
case-02 | fail→fail | 4,600 | 8,393 | +82% | 1 | 1 | 0% | 731 | 1,205 | +65% | 0 | 0 | — |
case-03 | fail→fail | 4,657 | 20,780 | +346% | 1 | 1 | 0% | 655 | 3,860 | +489% | 0 | 0 | — |
case-01 | fail→fail | 5,465 | 8,765 | +60% | 1 | 1 | 0% | 758 | 1,168 | +54% | 0 | 0 | — |
case-04 | pass→pass | 7,699 | 14,916 | +94% | 1 | 1 | 0% | 1,235 | 2,445 | +98% | 0 | 0 | — |
case-05 | pass→pass | 9,917 | 4,931 | -50% | 1 | 1 | 0% | 1,729 | 1,551 | -10% | 0 | 0 | — |
case-06 | pass→pass | 6,325 | 3,618 | -43% | 1 | 1 | 0% | 1,055 | 1,219 | +16% | 0 | 0 | — |
case-07 | fail→fail | 11,952 | 7,179 | -40% | 1 | 1 | 0% | 1,907 | 1,069 | -44% | 0 | 0 | — |
case-08 | fail→fail | 12,049 | 6,995 | -42% | 1 | 1 | 0% | 1,929 | 1,033 | -46% | 0 | 0 | — |
case-09 | fail→pass | 7,616 | 5,044 | -34% | 1 | 1 | 0% | 1,330 | 1,472 | +11% | 0 | 0 | — |
case-10 | fail→pass | 12,055 | 10,424 | -14% | 1 | 1 | 0% | 1,878 | 1,666 | -11% | 0 | 0 | — |
case-11 | fail→pass | 13,887 | 13,026 | -6% | 1 | 1 | 0% | 2,178 | 2,004 | -8% | 0 | 0 | — |
case-12 | fail→pass | 14,321 | 14,385 | +0% | 1 | 1 | 0% | 2,292 | 2,407 | +5% | 0 | 0 | — |
case-13 | fail→pass | 10,328 | 7,042 | -32% | 1 | 1 | 0% | 1,527 | 1,820 | +19% | 0 | 0 | — |
case-14 | fail→fail | 14,985 | 6,665 | -56% | 1 | 1 | 0% | 2,395 | 885 | -63% | 0 | 0 | — |
case-15 | fail→pass | 11,213 | 8,763 | -22% | 1 | 1 | 0% | 1,753 | 1,693 | -3% | 0 | 0 | — |
case-16 | fail→pass | 10,250 | 1,317 | -87% | 1 | 1 | 0% | 1,691 | 761 | -55% | 0 | 0 | — |
case-17 | fail→pass | 9,414 | 10,155 | +8% | 1 | 1 | 0% | 1,525 | 1,477 | -3% | 0 | 0 | — |
case-18 | fail→fail | 15,221 | 7,801 | -49% | 1 | 1 | 0% | 2,482 | 987 | -60% | 0 | 0 | — |
case-19 | fail→fail | 10,449 | 9,489 | -9% | 1 | 1 | 0% | 1,611 | 1,155 | -28% | 0 | 0 | — |
case-20 | fail→fail | 7,233 | 7,237 | +0% | 1 | 1 | 0% | 1,196 | 1,124 | -6% | 0 | 0 | — |
case-21 | pass→fail | 3,247 | 5,657 | +74% | 1 | 1 | 0% | 414 | 1,035 | +150% | 0 | 0 | — |
case-22 | pass→fail | 1,712 | 7,529 | +340% | 1 | 1 | 0% | 235 | 943 | +301% | 0 | 0 | — |
case-23 | pass→pass | 1,767 | 9,386 | +431% | 1 | 1 | 0% | 216 | 1,183 | +448% | 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. 23 cases were attempted, and 13 counted toward the lift figure. The other 10 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 +26 percentage points is the difference between those two pass rates over the 13 comparable cases. 3 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.