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Get Started Free →griddynamics/load-project-context
To load the project's business, behavioral, and technical context.
Passed 7 of 13 test cases with the skill, and 3 of 13 without it.
and 9 more in the full report
8 fixed4 passed either way9 still failing2 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 8 test cases the skill fixed. Same model, same prompt, with and without the skill.
We encountered a recurring bug during production deployment. Which file in the repository is intended to capture root cause analyses and records of what succeeded or failed during past tasks?
| Checked | Without skill | With skill |
|---|---|---|
| The response designates agents/MEMORY.md for recording failure root cause analysis. | Missed | Passed |
The instructions your model reads when the skill loads.
Prerequisite: USE SKILL hitl. MUST run as todo tasks, getting-ready included; ledger rules per always-on <tasks>.
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.<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; - optional.docs/[<area>-]ARCHITECTURE.md — architecture + technical requirements; modules, structure; - 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>
test cases passed, vs 3 / 13 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.