generated from coulomb/repo-seed
tegwick
0d05dfcc5d
The analysis half of the weekly coding retrospection. retro/build.py: windowed detect+measure -> top-3 improvement suggestions per repo (cross-flavor first, recommendations pulled from the Pattern Catalog) + fleet snapshot. retro/publish.py: publishes the report to the hub as the coding_retro read model (event_type= coding_retro progress event) + local JSON/md, graceful degrade. retro entrypoint with --window-days/--publish/--json. Live verify over real sessions surfaced per-repo suggestions with catalog recommendations. 13 new tests; suite 152/152. Consumed by activity-core ACTIVITY-WP-0008 (Weekly Coding Retrospection, Sat 19:00). Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>
323 lines
13 KiB
JSON
323 lines
13 KiB
JSON
{
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"generated_at": "2026-06-07T17:14:00Z",
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"measure": {
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"error_rate": 0.957,
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"infra_overhead_share_median": 0.167,
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"infra_overhead_share_p90": 0.23,
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"n_sessions": 23,
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"recurring_error_occurrences": 463,
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"schema_thrash_sessions": 7,
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"success_rate": 1.0,
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"tokens_p50": 250725,
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"tokens_p90": 901422
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},
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"n_sessions": 23,
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"suggestions": [
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{
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"cross_flavor": true,
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"pattern_key": "problem:recurring_error:make: *** [makefile:<n>: fix-consistency] error <n>",
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"priority": "high",
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"recommendation": "Investigate recurring error on make: *** [makefile:<n>: fix-consistency] error <n>",
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"repo": "net-kingdom",
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"score": 54.0,
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"signal_type": "recurring_error",
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"title": "cross-flavor problem: recurring error"
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},
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{
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"cross_flavor": false,
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"pattern_key": "problem:tool_thrash:tool:Bash",
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"priority": "high",
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"recommendation": "Batch related shell work into one script, not many small Bash calls",
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"repo": "activity-core",
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"score": 13128.0,
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"signal_type": "tool_thrash",
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"title": "problem: tool thrash"
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},
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{
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"cross_flavor": false,
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"pattern_key": "problem:tool_thrash:tool:Bash",
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"priority": "high",
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"recommendation": "Batch related shell work into one script, not many small Bash calls",
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"repo": "artifact-store",
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"score": 13128.0,
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"signal_type": "tool_thrash",
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"title": "problem: tool thrash"
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},
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{
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"cross_flavor": false,
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"pattern_key": "problem:tool_thrash:tool:Bash",
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"priority": "high",
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"recommendation": "Batch related shell work into one script, not many small Bash calls",
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"repo": "citation-evidence",
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"score": 13128.0,
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"signal_type": "tool_thrash",
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"title": "problem: tool thrash"
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},
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{
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"cross_flavor": false,
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"pattern_key": "problem:tool_thrash:tool:Bash",
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"priority": "high",
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"recommendation": "Batch related shell work into one script, not many small Bash calls",
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"repo": "infospace-bench",
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"score": 13128.0,
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"signal_type": "tool_thrash",
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"title": "problem: tool thrash"
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},
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{
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"cross_flavor": false,
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"pattern_key": "problem:tool_thrash:tool:Bash",
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"priority": "high",
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"recommendation": "Batch related shell work into one script, not many small Bash calls",
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"repo": "railiance-apps",
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"score": 13128.0,
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"signal_type": "tool_thrash",
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"title": "problem: tool thrash"
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},
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{
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"cross_flavor": false,
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"pattern_key": "problem:tool_thrash:tool:Bash",
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"priority": "high",
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"recommendation": "Batch related shell work into one script, not many small Bash calls",
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"repo": "state-hub",
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"score": 13128.0,
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"signal_type": "tool_thrash",
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"title": "problem: tool thrash"
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},
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{
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"cross_flavor": false,
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"pattern_key": "problem:schema_thrash:schema_load",
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"priority": "high",
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"recommendation": "Load the tool schemas you'll need once, up front",
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"repo": "activity-core",
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"score": 441.0,
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"signal_type": "schema_thrash",
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"title": "problem: schema thrash"
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},
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{
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"cross_flavor": false,
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"pattern_key": "problem:schema_thrash:schema_load",
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"priority": "high",
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"recommendation": "Load the tool schemas you'll need once, up front",
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"repo": "citation-evidence",
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"score": 441.0,
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"signal_type": "schema_thrash",
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"title": "problem: schema thrash"
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},
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{
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"cross_flavor": false,
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"pattern_key": "problem:schema_thrash:schema_load",
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"priority": "high",
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"recommendation": "Load the tool schemas you'll need once, up front",
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"repo": "flex-auth",
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"score": 441.0,
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"signal_type": "schema_thrash",
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"title": "problem: schema thrash"
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},
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{
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"cross_flavor": false,
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"pattern_key": "problem:schema_thrash:schema_load",
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"priority": "high",
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"recommendation": "Load the tool schemas you'll need once, up front",
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"repo": "infospace-bench",
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"score": 441.0,
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"signal_type": "schema_thrash",
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"title": "problem: schema thrash"
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},
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{
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"cross_flavor": false,
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"pattern_key": "problem:schema_thrash:schema_load",
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"priority": "high",
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"recommendation": "Load the tool schemas you'll need once, up front",
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"repo": "ops-bridge",
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"score": 441.0,
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"signal_type": "schema_thrash",
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"title": "problem: schema thrash"
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},
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{
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"cross_flavor": false,
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"pattern_key": "problem:recurring_error:<tool_use_error>file has not been read yet. read it first before writing to it.<<path>>",
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"priority": "high",
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"recommendation": "Investigate recurring error on <tool_use_error>file has not been read yet. read it first before writing to it.<<path>>",
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"repo": "activity-core",
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"score": 290.0,
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"signal_type": "recurring_error",
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"title": "problem: recurring error"
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},
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{
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"cross_flavor": false,
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"pattern_key": "problem:recurring_error:<tool_use_error>file has not been read yet. read it first before writing to it.<<path>>",
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"priority": "high",
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"recommendation": "Investigate recurring error on <tool_use_error>file has not been read yet. read it first before writing to it.<<path>>",
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"repo": "citation-evidence",
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"score": 290.0,
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"signal_type": "recurring_error",
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"title": "problem: recurring error"
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},
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{
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"cross_flavor": false,
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"pattern_key": "problem:recurring_error:<tool_use_error>file has not been read yet. read it first before writing to it.<<path>>",
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"priority": "high",
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"recommendation": "Investigate recurring error on <tool_use_error>file has not been read yet. read it first before writing to it.<<path>>",
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"repo": "infospace-bench",
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"score": 290.0,
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"signal_type": "recurring_error",
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"title": "problem: recurring error"
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},
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{
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"cross_flavor": false,
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"pattern_key": "problem:recurring_error:<tool_use_error>file has not been read yet. read it first before writing to it.<<path>>",
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"priority": "high",
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"recommendation": "Investigate recurring error on <tool_use_error>file has not been read yet. read it first before writing to it.<<path>>",
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"repo": "issue-facade",
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"score": 290.0,
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"signal_type": "recurring_error",
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"title": "problem: recurring error"
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},
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{
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"cross_flavor": false,
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"pattern_key": "problem:recurring_error:<tool_use_error>file has not been read yet. read it first before writing to it.<<path>>",
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"priority": "high",
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"recommendation": "Investigate recurring error on <tool_use_error>file has not been read yet. read it first before writing to it.<<path>>",
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"repo": "railiance-apps",
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"score": 290.0,
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"signal_type": "recurring_error",
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"title": "problem: recurring error"
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},
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{
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"cross_flavor": false,
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"pattern_key": "problem:recurring_error:<tool_use_error>file has not been read yet. read it first before writing to it.<<path>>",
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"priority": "high",
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"recommendation": "Investigate recurring error on <tool_use_error>file has not been read yet. read it first before writing to it.<<path>>",
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"repo": "state-hub",
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"score": 290.0,
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"signal_type": "recurring_error",
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"title": "problem: recurring error"
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},
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{
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"cross_flavor": false,
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"pattern_key": "problem:recurring_error:<tool_use_error>file has not been read yet. read it first before writing to it.<<path>>",
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"priority": "high",
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"recommendation": "Investigate recurring error on <tool_use_error>file has not been read yet. read it first before writing to it.<<path>>",
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"repo": "the-custodian",
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"score": 290.0,
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"signal_type": "recurring_error",
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"title": "problem: recurring error"
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},
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{
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"cross_flavor": false,
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"pattern_key": "problem:recurring_error:<tool_use_error>file has not been read yet. read it first before writing to it.<<path>>",
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"priority": "high",
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"recommendation": "Investigate recurring error on <tool_use_error>file has not been read yet. read it first before writing to it.<<path>>",
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"repo": "vergabe-teilnahme",
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"score": 290.0,
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"signal_type": "recurring_error",
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"title": "problem: recurring error"
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},
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{
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"cross_flavor": false,
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"pattern_key": "problem:recurring_error:<tool_use_error>file has been modified since read, either by the user or by a linter. read it again before attempting to write it.<<path>>",
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"priority": "medium",
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"recommendation": "Investigate recurring error on <tool_use_error>file has been modified since read, either by the user or by a linter. read it again before attempting to write it.<<path>>",
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"repo": "artifact-store",
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"score": 78.0,
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"signal_type": "recurring_error",
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"title": "problem: recurring error"
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},
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{
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"cross_flavor": false,
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"pattern_key": "problem:recurring_error:<tool_use_error>file has been modified since read, either by the user or by a linter. read it again before attempting to write it.<<path>>",
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"priority": "medium",
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"recommendation": "Investigate recurring error on <tool_use_error>file has been modified since read, either by the user or by a linter. read it again before attempting to write it.<<path>>",
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"repo": "issue-facade",
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"score": 78.0,
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"signal_type": "recurring_error",
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"title": "problem: recurring error"
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},
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{
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"cross_flavor": false,
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"pattern_key": "problem:recurring_error:<tool_use_error>file has been modified since read, either by the user or by a linter. read it again before attempting to write it.<<path>>",
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"priority": "medium",
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"recommendation": "Investigate recurring error on <tool_use_error>file has been modified since read, either by the user or by a linter. read it again before attempting to write it.<<path>>",
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"repo": "railiance-apps",
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"score": 78.0,
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"signal_type": "recurring_error",
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"title": "problem: recurring error"
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},
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{
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"cross_flavor": false,
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"pattern_key": "problem:recurring_error:<tool_use_error>file has been modified since read, either by the user or by a linter. read it again before attempting to write it.<<path>>",
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"priority": "medium",
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"recommendation": "Investigate recurring error on <tool_use_error>file has been modified since read, either by the user or by a linter. read it again before attempting to write it.<<path>>",
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"repo": "state-hub",
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"score": 78.0,
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"signal_type": "recurring_error",
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"title": "problem: recurring error"
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},
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{
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"cross_flavor": false,
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"pattern_key": "problem:budget_overrun:tokens",
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"priority": "medium",
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"recommendation": "Read narrowly \u2014 target the region you need, not whole large files",
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"repo": "artifact-store",
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"score": 50.55,
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"signal_type": "budget_overrun",
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"title": "problem: budget overrun"
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},
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{
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"cross_flavor": false,
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"pattern_key": "problem:recurring_error:{",
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"priority": "medium",
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"recommendation": "Investigate recurring error on {",
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"repo": "vergabe-teilnahme",
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"score": 12.0,
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"signal_type": "recurring_error",
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"title": "problem: recurring error"
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},
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{
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"cross_flavor": false,
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"pattern_key": "problem:recurring_error:found <n> errors (<n> fixed, <n> remaining).",
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"priority": "medium",
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"recommendation": "Investigate recurring error on found <n> errors (<n> fixed, <n> remaining).",
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"repo": "ops-bridge",
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"score": 10.0,
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"signal_type": "recurring_error",
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"title": "problem: recurring error"
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},
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{
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"cross_flavor": false,
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"pattern_key": "problem:recurring_error:(note: edit also tried swapping \\uxxxx escapes and their characters; neither form matched, so the mismatch is likely elsewhere in old_string. re-read the file a",
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"priority": "medium",
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"recommendation": "Investigate recurring error on (note: edit also tried swapping \\uxxxx escapes and their characters; neither form matched, so the mismatch is likely elsewhere in old_string. re-read the file a",
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"repo": "net-kingdom",
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"score": 6.0,
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"signal_type": "recurring_error",
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"title": "problem: recurring error"
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},
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{
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"cross_flavor": false,
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"pattern_key": "problem:recurring_error:found <n> error (<n> fixed, <n> remaining).",
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"priority": "medium",
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"recommendation": "Investigate recurring error on found <n> error (<n> fixed, <n> remaining).",
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"repo": "ops-bridge",
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"score": 6.0,
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"signal_type": "recurring_error",
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"title": "problem: recurring error"
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},
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{
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"cross_flavor": false,
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"pattern_key": "problem:recurring_error:<n> failed, <n> passed in <n>.00s",
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"priority": "medium",
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"recommendation": "Investigate recurring error on <n> failed, <n> passed in <n>.00s",
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"repo": "agentic-resources",
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"score": 4.0,
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"signal_type": "recurring_error",
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"title": "problem: recurring error"
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}
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],
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"window": {
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"days": 30,
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"since": "2026-05-08T17:14:00Z",
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"until": "2026-06-07T17:14:00Z"
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}
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}
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