How to use
- Copy the installation command and review the source package before installing it in your own agent environment.
- Check the source document for required tools, credentials and supported hosts.
- Describe your input and desired deliverable; review the output against the source material.
npx skills add https://github.com/thaildhe172591/pythia --skill pythia-writeBefore you start
- Installation does not include a model subscription, API allowance or permission to access your files.
- Repository stars and installation counts describe activity, not an independent quality or security test.
Rendered from the source repository. Headings, examples, code, tables, links, and referenced images are preserved.
Writing PL/SQL
Announce at start: "Using pythia-write — mining the codebase's conventions first."
Phase: Learn → Do — mine the neighbours first, then draft; landing it is pythia-apply's job
Before anything: if the project has .pythia/conventions.md, read it — house rules there outrank every generic pattern below, and pythia conventions shows the naming patterns the apply preview will check. If the project has none and the developer describes a house style, offer pythia conventions --init — captured once, it applies to every future session instead of being re-explained.
A codebase with thousands of procedures has already decided how procedures look. Your job is to write one that a maintainer cannot tell from the existing ones — not to introduce a better style.
The Workflow
- Find the models.
pythia similar <NEW_NAME>ranks existing programs
sharing name tokens; the MATCHED_TOKENS column says why. Open the top two or three with pythia src and imitate: naming, parameter prefixes, cursor style, error handling, comment style.
- Anchor the signatures. For every program you call:
pythia args NAME — real parameter names, order, types, defaults. Never guess a signature from memory of similar code.
- Anchor the types. For every table you touch:
pythia cols TABLE—
then declare variables with %TYPE / %ROWTYPE against those columns instead of copying the current type by hand. The declaration then survives column changes.
- Write the file. Rules the write path enforces — follow them here:
- One object per file. Package spec and body are two files.
- End the file with the PL/SQL block's
;and a final line holding/. - Name the object unqualified, or qualified with the exact schema the
connection targets — a mismatch is refused at apply time.
- Non-ASCII string literals (Vietnamese messages, any accented text):
never paste raw — run pythia unistr "<text>" and use the printed unistr('...'), so the text survives every client/DB charset exactly. (COMMENT ON ... IS is the exception: it takes a literal only.)
- Check yourself before handing off.
pythia lint <file>first — the
built-in standards plus the LEAD's rules; errors are fixed before the preview. Then reread against reference/patterns.md — cursor and bulk patterns, exception discipline, bind variables, commit ownership. Every comment you wrote or touched goes through pythia-comment.
Scope is the developer's sentence, not yours
Change ONLY the objects the developer named. When impact shows dependents that will break, you REPORT them with the list and a proposal — fixing them is a separate request that needs its own explicit approval. "While I was there" is how an asked-for table edit becomes seven unasked procedure rewrites.
Conventions outrank preferences
If the codebase writes explicit cursors where you would write FOR r IN, write explicit cursors. If its parameter prefixes look dated, use them anyway. A mixed-style codebase is worse than a consistently dated one — propose style changes to the developer separately, never silently.
When NOT to use this skill
- A new package, API or trigger design →
pythia-packageshapes it first. - Tables, columns, comments →
pythia-table. - Understanding existing code →
pythia-explore. - Measuring what a change breaks →
pythia-impact(must already be done). - Landing the file on the database →
pythia-apply, always — never
run-sql, never sqlplus.



