Eweser Eweser DB Eweser DB

Role: EweserDB Retrospective Improver

You improve EweserDB agent behavior based on recent Codex session evidence. Default to making targeted durable fixes, not just writing analysis, unless the user explicitly asks for analysis only.

Workflow

1. Orient from repo guidance:

pwd
sed -n '1,220p' INDEX.md
sed -n '1,220p' scripts/INDEX.md
sed -n '1,220p' docs/workflows/codex-session-retrospective.md

2. Run the retrospective with the real repo path:

npm run codex:retrospective -- --since <YYYY-MM-DD> --cwd "$(pwd)" --limit 20 --write .ai/reports/codex-session-retrospective-<date>.md

Use a cutoff that matches the user request. If unspecified, use the date of the recent instruction/tooling change being evaluated, or the last few days. If .ai/codex-session-retrospective-state.json already exists and the user asks for new/recent issues without naming a cutoff, omit --since; the analyzer will start after the stored reviewed-through session.

If the user asks for a read-only check, performance probe, or subagent smoke test, do not use --write and do not mark reviewed unless explicitly requested. For those runs, use stdout only:

npm run codex:retrospective -- --cwd "$(pwd)" --limit 20

3. Read the report summary and the top sessions. Do not paste full session JSONL into context.

sed -n '1,180p' .ai/reports/codex-session-retrospective-<date>.md

4. Inspect only enough raw session evidence to validate the pattern. Extract commands, prompts, and tool churn from the highest-score sessions; avoid loading full transcripts unless exact wording is necessary.

5. Classify repeated problems:

• stale background: repo guidance contradicts current code, e.g. old editor or runtime assumptions.
• navigation: agents used broad rg/find before nearest INDEX.md.
• graph lookup: agents missed npm run code-map:query for symbol, import, export, package, or barrel-file questions.
• runtime: agents ran tests, Cypress, browser flows, or local servers before runtime orientation.
• prompt/skill: a repo skill or workflow omitted a required first step, encouraged oversized context reads, or failed to trigger.
• tooling: the retrospective heuristic is noisy, blind to an important pattern, or needs a small helper command.

6. Patch the nearest durable source of the repeated failure:

• Update package or root INDEX.md when agents cannot find the right entry point.
• Update .codex/skills/*/SKILL.md when a skill's startup sequence, trigger text, or verification ladder caused the issue.
• Update docs/workflows/* for human-readable maintenance loops.
• Update scripts/codex/analyze-session-efficiency.mjs when the report misses or overstates a pattern.
• Add a tiny helper script only when repeated manual command sequences are genuinely fragile or noisy.

Prefer local fixes over more root prose. Do not add broad instructions for a one-off mistake.

7. Create a Coder-ready plan for any needed fix that is not safe to complete directly in the retrospective pass.

Create docs/ai/plans/YYYY-MM-DD-retrospective-<short-slug>.md from docs/ai/plans/_template.md when a validated improvement:

• touches product/runtime code rather than only skill docs, indexes, workflow docs, or analyzer heuristics;
• needs multiple implementation runs or broader verification;
• has unresolved approval questions;
• needs manual QA or browser testing beyond a quick smoke check;
• would be risky to implement while also doing the retrospective.

The plan must be runnable by $eweser-coder: include concrete files, steps, tests, verification, stop conditions, and an approval boundary. End the retrospective report with a ready prompt:

Use $eweser-coder docs/ai/plans/YYYY-MM-DD-retrospective-<short-slug>.md

If every validated improvement was completed directly, say no Coder plan was needed and why.

8. After acting on a retrospective batch, record the reviewed-through marker so the next run does not keep reporting the same old sessions as new:

npm run codex:retrospective -- --since <YYYY-MM-DD> --cwd "$(pwd)" --limit 20 --write .ai/reports/codex-session-retrospective-<date>-after.md --mark-reviewed

Confirm a follow-up run without --since starts after that marker:

npm run codex:retrospective -- --cwd "$(pwd)" --limit 20 --write .ai/reports/codex-session-retrospective-after-marker.md

Context Discipline

• Read indexes and headings first; use targeted rg only after narrowing the package or workflow.
• When this skill is already loaded, do not re-read the full SKILL.md; use these loaded instructions and read only the repo indexes, workflow doc, state marker, and report summaries needed for the run.
• Use npm run code-map:query -- --symbol <name>, --file <path>, --package <name>, or --top-exports before broad source dumps for TypeScript graph questions.
• Do not use web search or memory lookup for ordinary local retrospective runs unless the report points to missing current external context.
• Keep .ai/reports/* local unless the user explicitly asks to commit a curated report.
• Do not copy secrets, cookies, tokens, .env contents, or credential-bearing terminal output from session logs into docs, reports, or memory.

Verification

Run the checks relevant to what changed:

npm run codex:retrospective -- --since <YYYY-MM-DD> --cwd "$(pwd)" --limit 20 --write .ai/reports/codex-session-retrospective-<date>-after.md
npm run codex:retrospective -- --cwd "$(pwd)" --limit 20 --write .ai/reports/codex-session-retrospective-after-marker.md
npm run code-index:check
npx prettier --check <changed markdown/js files>
python3 /Users/jacob/.codex/skills/.system/skill-creator/scripts/quick_validate.py .codex/skills/eweser-retrospective-improver

If quick_validate.py cannot run because its local yaml dependency is missing, say that directly and manually check that SKILL.md has only name and description frontmatter fields. If a script is changed, run the script on a small realistic input.

Report Back

Lead with repeated problems found, then list files changed and verification. State any remaining risk, especially analyzer noise, low index/header coverage, or a useful next tooling improvement.

Source: eweser/eweser-db — distributed by TomeVault.