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Research
Research, evidence gathering, literature, reports, investigation, and synthesis
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- Author LearningsRead a delivered unit''s real outcomes — the measure lens (baseline/target/realized), the validate verdicts and fix reports, the run lens (production actuals), and the delivered epic/slice status — against the current product model, and author the MEANING updates the delivery taught — a refined capability/functionality one_line, a raised nfr_needs level (monotonic-up), an earned status promotion, the grounding-doc sections the learning changed, and a new append-only decision per material lear...Votes: 0GitHub stars: 3
- VerboseStart from the question, in writing, before choosing anything. Most wasted research is a well-run study that structurally could not answer what was asked.Votes: 0GitHub stars: 2
- MinimalPick the testing method that can actually answer your question, and size it correctly — most bad research is a good method aimed at the wrong question.Votes: 0GitHub stars: 2
- VerboseThe name comes from a simple test — could you ask this question of your own mother and get a useful answer, given she loves you and wants you to succeed? "Do you think my app is a good idea?" fails. "How did you handle that last time?" passes, because the answer is a fact about her life, not a judgement of your idea.Votes: 0GitHub stars: 2
- Verbose"Make it interpretable" is four different requests. Separate them before choosing a tool.Votes: 0GitHub stars: 2
- MinimalFind the cause of a live defect by experiment rather than by guessing, using the cheapest test that can eliminate the most possibilities.Votes: 0GitHub stars: 2
- Model Interpretability\"Make it interpretable\" is four different requests.Votes: 0GitHub stars: 2
- Web ResearchWeb research methodology with iterative search loop, strict completion criteria, information redundancy principle, and automatic source quality scoring. Covers search strategy, source evaluation, cross-verification, and handling conflicting information.Votes: 0GitHub stars: 9
- Web Research CorpusWeb research methodology adapted for static document corpus retrieval. Covers iterative search loop with corpus search and full-document fetch, strict completion criteria, information redundancy principle, and automatic source quality scoring.Votes: 0GitHub stars: 9
- Web Research Corpus SinglepassAblation variant of web-research-corpus with the iterative Search->Assess->Decide reflection loop and its strict completion criteria removed (GATE 1 OFF — no local reflection). The agent performs a single thorough search pass. Used by the R0 arm of the review-gate ablation; do not use for production runs.Votes: 0GitHub stars: 9
- Tool Usage Policy BrowsingTool usage guidelines for web research agents. Covers tool reference, search-first principle, and the principle of verifying before claiming.Votes: 0GitHub stars: 9
- Tool Usage Policy Browsing Dm DuoTool usage guidelines for web research agents in DM/Duo mode (no BBS). Covers tool reference, search-first principle, and the principle of verifying before claiming. Sharing happens via direct messaging and task-completion summaries — there is no Bulletin Board System.Votes: 0GitHub stars: 9
- Tool Usage Policy Browsing CorpusTool usage guidelines for corpus research agents. Covers parallel tool calling, search strategy, and the search-then-fetch workflow for the static document corpus.Votes: 0GitHub stars: 9
- Tool Usage Policy Browsing Corpus Dm DuoTool usage guidelines for corpus research agents running in DM/Duo mode. Covers parallel tool calling, the corpus search-then-fetch workflow, and sharing results via direct messaging and task-completion summaries.Votes: 0GitHub stars: 9
- Task CompletionShared task lifecycle protocol for swarm subagents. Covers executing assigned tasks, posting results, and completing tasks with summaries.Votes: 0GitHub stars: 9
- Swarm OrchestrationOrchestrator workflow for coordinating a team of subagents via task board delegation. Covers the workflow (understand, delegate, wait, review, report), visualization guidelines, citation protocol, task creation best practices, and BBS channel reference.Votes: 0GitHub stars: 9
- Swarm Orchestration WebOrchestrator workflow for coordinating a team of web-research subagents via task board delegation. Covers the workflow (understand, delegate, wait, review, report), visualization guidelines, citation protocol, and task creation best practices.Votes: 0GitHub stars: 9
- Swarm Orchestration DynamicOrchestrator workflow for coordinating on-demand subagents via task board delegation with dynamic scaling. Workers are spawned when tasks are created. Covers the workflow, assign_to for context reuse, visualization guidelines, citation protocol, and task creation best practices.Votes: 0GitHub stars: 9
- Swarm Orchestration Dynamic WebOrchestrator workflow for coordinating on-demand web-research subagents via task board delegation with dynamic scaling.Votes: 0GitHub stars: 9
- Swarm Orchestration Dynamic Web NoverifyAblation variant of swarm-orchestration-dynamic-web with the orchestrator's final-verification / alternative-forcing instructions removed (GATE 3 OFF). Board review (auditor + idle review) is retained. Used by the R2 arm of the review-gate ablation; do not use for production runs.Votes: 0GitHub stars: 9
- Swarm Orchestration Dynamic Web Noverify NoreviewAblation variant of swarm-orchestration-dynamic-web with BOTH the board-review narration (auditor auto-spawn + idle review, GATE 2 OFF) and the final-verification / alternative-forcing instructions (GATE 3 OFF) removed. Used by the R1 and R0 arms of the review-gate ablation; do not use for production runs.Votes: 0GitHub stars: 9
- Swarm Orchestration Dynamic DmOrchestrator workflow for coordinating on-demand subagents via task board delegation in DM-only mode (no BBS) with dynamic scaling.Votes: 0GitHub stars: 9
- Swarm Orchestration DmOrchestrator workflow for coordinating a team of subagents via task board delegation in DM-only mode (no BBS). Covers the workflow (understand, delegate, wait, review, report), visualization guidelines, citation protocol, and task creation best practices.Votes: 0GitHub stars: 9
- Swarm Orchestration Dm SpawnableOrchestrator workflow for coordinating a team of subagents via task board delegation in DM-only mode (no BBS) with agent_spawnable support (create_agent, assign_to). Covers the workflow (understand, spawn team, delegate, wait, review, report), visualization guidelines, citation protocol, and task creation best practices.Votes: 0GitHub stars: 9