chronicle-history-explorer

Explores Chronicle experiment history via semantic search, lineage DAGs, and retraction provenance.

1|1|Updated May 9, 2026
One-click install
npx skills add https://github.com/methodic-research/skills --skill chronicle-history-explorer-methodic-research
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: chronicle-history-explorer
Source: https://github.com/methodic-research/skills/tree/main/plugins/chronicle/skills/history-explorer
Command: npx skills add https://github.com/methodic-research/skills --skill chronicle-history-explorer-methodic-research

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Researchers lose track of what has already been tried, how experiments relate to each other, and which past results have been retracted. This Skill answers "what's been done in this area" questions by searching and browsing the Chronicle experiment platform read-only, so new work builds on verified prior results instead of repeating them. ## Core Features & Use Cases - Semantic search over internal history: Finds past experiments and attached reports (hypothesis, takeaways, research) by topic using chronicle.search, with optional author and time-window filters. - Structural browsing and lineage walks: Lists experiments by lifecycle state (open, committed, concluded) and renders the parent/child DAG for any experiment via chronicle.get_lineage, including pending tentative fork links. - Retraction provenance: Flags retracted ancestors in a lineage so users know when a result's premises have been invalidated. - Use Case: Before proposing a new experiment, ask "what have we tried on learning-rate schedules for this model?" and get a compact list of relevant past experiments, their states, and any retracted upstream work. ## Quick Start Ask the agent to show the lineage and any retracted ancestors of experiment exp_123, or to search experiment history for a topic like "what experiments exist about gradient clipping".

Frequently Asked Questions about chronicle-history-explorer

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I search past experiments in Chronicle?▼

Use the chronicle.search MCP tool with a query string and asset_types such as hypothesis_report, takeaways_report, or research_report. You can scope results by author with created_by or by time window with created_after and created_before.

How do I see the lineage of a Chronicle experiment?▼

Call chronicle.get_lineage with the experiment_id to get ancestors (parents) and descendants (children) of that node. Tentative fork links are excluded from the DAG, so use chronicle.list_tentative_links to see pending parents.

Does this skill modify or create experiments?▼

No, it is strictly read-only. It only calls search, list, and lineage MCP tools and never mutates experiments, reports, or any other Chronicle state.

What happens if Chronicle semantic search is unavailable?▼

A 503 from chronicle.search means the search backend is not configured in that environment. The skill falls back to structural browsing with chronicle.list_experiments and chronicle.get_lineage, which work without search.

How are retracted experiments surfaced in history exploration?▼

Retractions are read directly from the lineage result: any ancestor with a non-null retracted_at field and a retraction_reason is flagged prominently, since a retracted ancestor undermines the premises of everything downstream.

When should I use history explorer instead of a literature survey?▼

Use history explorer for questions about the internal Chronicle corpus of past experiments and reports. For surveying external literature, use chronicle-research-survey, which also queries the literature MCP.