القائمة
Run an autonomous research or optimization loop with literature-grounded, verifiable long-term memory. Use for measurable optimization and for ranked research-plan ideation.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
استنادا إلى تصنيف SOC المهني
Run the continuous experiment loop, including idea tournament, best-first tree expansion, mandatory literature cadence, bold swings, automatic commits, and memory write-back.
Gather literature, extract structured claims, and verify their sources and codebase relevance as one trust-preserving pipeline.
Generate grounded novel hypotheses from contradictions, complementary claims, and cross-domain mechanism transfers using the unified synthesize tool.
Produce the autoresearch report with full idea lineage — paper → claim → hypothesis → patch → metric change → status → memory update. Use to summarize an autoresearch run into an auditable, human-readable report at .autoresearch-vkf/session/report.md.
| name | autoresearch-vkf |
| description | Run an autonomous research or optimization loop with literature-grounded, verifiable long-term memory. Use for measurable optimization and for ranked research-plan ideation. |
Confirm the goal, metric/command, scope, and budget once. Then call init_research.
With the default continuous autonomy, keep working without asking between
iterations. Valid stops are exactly: the iteration budget, the STOP file,
target_value reached, or a blocker requiring user-only action. An empty idea
pool means gather more literature, not stop.
The workspace has a transient .autoresearch-vkf/session/ and durable,
git-committed .autoresearch-vkf/memory/. Trust moves explicitly from candidate
to source-verified and locally tested; never silently promote a claim.
recall_memory before rediscovering prior work.autoresearch-vkf-knowledge to gather, extract, and verify claims.synthesize for contradictions, compositions, and cross-domain transfers.autoresearch-vkf-hypothesis-loop: plan_next_step, implement,
vkf_run_experiment, vkf_log_experiment, repeat.REQUIRED gather directive and [BOLD — mandatory] pick.research_update and continue in the same turn.autoresearch-vkf-research-report.Initialize without command/metric_name. Recall, run 2–4 rounds of
knowledge gathering and synthesize, record promising derived claims, then
call draft_research_plan. The deliverable is session/research_plan.md.
init_research, remember_claim, verify_claim, recall_memory,
plan_next_step, set_research_mode, research_update, synthesize,
draft_research_plan, vkf_run_experiment, vkf_log_experiment,
promote_to_global, export_dashboard, research_status, research_graph,
WebSearch, and WebFetch.
Keep web fetches small, measurement output quiet, and recover after compaction
from session/prompt.md, state.json, experiments.json, and recall_memory.