Gigio Execute Plan

Advance the objective using the plan's current understanding and next decision. Execute, inspect the result, and choose the next bounded action within established scope. A plan guides the work; it does not make a contradicted assumption true.

Re-enter from actual state

Read the goal, existing grants, current work, sources, and project context. Inspect relevant actual state before acting: results, data and model versions, changed files, or active jobs. A named task narrows this to the task and genuine prerequisites.

Older plans may use stage, needs, owns, acceptance, check, Results, and Run log. Read their meaning and preserve completed records. Use known dependencies for current execution; do not insist on rewriting a usable old plan or treating speculative later stages as settled research decisions.

Resolve discrepancies that can be checked. Preserve unrelated work. An unavailable checker remains unverified, and a missing input blocks the work that needs it. Do not substitute another dataset, model, or environment and present it as the named one. Before retrying a remote or long-running action, establish whether the original is still active.

Execute and interpret

Perform the next analysis, experiment, review, or implementation. Use the relevant specialist's method: research-credo covers research questions, data, experiments, and evaluation; agent-skills covers implementation and harness tools. Load only the capability needed now. Do not prohibit a worker from reading relevant skills or sources.

Check the actual result rather than accepting a worker's completion claim. Record the finding and what it changes. A negative result, an excluded explanation, or a supported statement that available data cannot distinguish alternatives can complete an investigation. An input-format check does not establish that a model evaluation ran, and an inconclusive comparison does not establish equivalence.

Within the same question and permitted resources, perform quick diagnostics or follow-up work without asking for every small choice. Update the current plan and project understanding so the next session inherits the revised state. Keep earlier results and the reason for a changed action.