Agent skill
blunder-backfill
Re-annotate recent games with outdated or missing blunder analysis. Use when users ask to backfill or refresh blunder annotations.
Install this agent skill to your Project
npx add-skill https://github.com/majiayu000/claude-skill-registry/tree/main/skills/other/other/blunder-backfill
SKILL.md
Blunder Backfill
Re-annotate games that have outdated or missing blunder analysis.
Run the backfill script on the most recent N outdated games (default 10):
uv run --project puppeteer python scripts/analysis/toolbox/backfill_annotations.py [N]
The script:
- Finds games with
blunderScriptVersionolder than current (or missing annotations) - Processes them most-recent-first
- Runs full per-decision Sonnet 4.5 analysis on each
- Prints a cost breakdown per game
Requires OPENROUTER_API_KEY environment variable.
If the user specifies a number, pass it as the argument. Otherwise use the default (10).
Recommended Agent Skills
Expand your agent's capabilities with these related and highly-rated skills.
majiayu000/claude-skill-registry
agent-ops-spec
Manage specification documents in .agent/specs/. Use when user provides requirements, acceptance criteria, or feature descriptions that need to be tracked and validated against implementation.
majiayu000/claude-skill-registry
agent-ops-state
Maintain .agent state files. Use at session start, after meaningful steps, and before concluding: read/update constitution/memory/focus/issues/baseline consistently.
majiayu000/claude-skill-registry
agent-ops-spec
Manage specification documents in .agent/specs/. Use when user provides requirements, acceptance criteria, or feature descriptions that need to be tracked and validated against implementation.
majiayu000/claude-skill-registry
agent-ops-testing
Test strategy, execution, and coverage analysis. Use when designing tests, running test suites, or analyzing test results beyond baseline checks.
majiayu000/claude-skill-registry
agent-ops-testing
Test strategy, execution, and coverage analysis. Use when designing tests, running test suites, or analyzing test results beyond baseline checks.
majiayu000/claude-skill-registry
agent-ops-state
Maintain .agent state files. Use at session start, after meaningful steps, and before concluding: read/update constitution/memory/focus/issues/baseline consistently.
Didn't find tool you were looking for?