pythia-apply
Use when a PL/SQL change is ready to reach the database - applying a CREATE OR REPLACE, restoring from the journal, or any other write. Runs the six-step flow through pythia apply and enforces the gate - the developer sees the preview and approves in chat before anything is written, and a broken result is never reported as success.
How do I install this agent skill?
npx skills add https://github.com/thaildhe172591/pythia --skill pythia-applyIs this agent skill safe to install?
- Gen Agent Trust Hubpass
This skill provides a structured and secure workflow for applying database changes using the 'pythia' CLI tool. It enforces strict manual approval gates and prevents the agent from bypassing developer oversight.
- Socketpass
No alerts
- Snykpass
Risk: LOW · No issues
What does this agent skill do?
Applying PL/SQL Changes
Announce at start: "Using pythia-apply — I'll preview the change first."
Phase: Ask → Do — the preview is relayed and approved before the one write door opens
DDL in Oracle commits itself, so the snapshot pythia takes before writing is the only undo there is — for DML not even that. This skill is how it gets used.
The Iron Law
NO WRITE THE DEVELOPER HAS NOT SEEN AND APPROVED
Every write: new objects, fixes, restores, batch runs. No exception for "trivial" — a one-line change can invalidate twelve dependents.
Four moves are FORBIDDEN for agents, and pythia enforces all four (the CLI refuses without a terminal; the pre-tool hook denies the last):
--yes— it is the developer's flag, never yours.- Minting the approval.
pythia approve <token>is the developer's console command; an agent cannot run it. Your door is to ASK (step 3): the grant is minted only from the developer's own answer. pythia policy set <group>to anything LOOSER, andpythia autopilot on— the developer's decisions; hand them the exact command to run themselves.- Writing around the gate — sqlplus, SQLcl
run-sql, a driver script.
One move is yours: --confirm — only after Approve, or a console approve.
Exception: an active autopilot lease (pythia-autopilot) the developer
approved — then pythia apply <file> lands covered statements itself, and
the preview says autopilot: applying under lease, or why it does not.
When the change will NOT go through apply
A DBA or a release process runs it, or policy denies the group: the preview
still left a rollback for the live version at
.pythia/journal/<entry>/restore.sql (pythia history <OBJECT>). Name it.
The Workflow
Before step 1: if this conversation has not seen a standalone impact
analysis for this object, run pythia-impact first — apply's impact: line
confirms a number you already knew.
-
Preview.
pythia apply <file>writes nothing: it snapshots, computes impact, prints a diff, warnings, lint findings, and a confirm token. -
Relay the preview — verbatim. The diff, the
impact:line, every!warning, exactly as printed. The developer approves what they see, not your paraphrase. -
Ask for approval — one door, one token at a time:
- First choice: the
pythia_approvetool (MCP, Claude Code and Codex) with the token. It prompts in every permission mode butdontAsk, and shows pythia's own card — nothing for you to word. - Else
AskUserQuestion:pythia approve --card <token>prints the card; the question text is that card and nothing else — no word before it, no translation after it. The hook compares question to card and mints nothing when they differ. Explanation goes in the option descriptions. Headerpythia; options exactlyApprove/Reject; up to four tokens per call; never pre-fillanswers. If the hook says no answer came back, the question never rendered — switch to the tool, do not ask the same way twice (pythia doctornames the cause). - Else relay
pythia approve <token>for the developer's terminal. Anything butApproveis not approval: stop and ask what should change.
- First choice: the
-
Apply by running the exact
then the agent:line pythia printed. Two refusals are normal here, and neither is a malfunction:- "no developer approval is on file" — the answer was not
Approve, or the hook is not installed. Say so and wait; retrying does not create it. - "the confirmation token does not match" — the file or the database changed since the preview. Go back to step 1, never "retry"; the fresh preview warns by itself when the object moved outside pythia.
- "no developer approval is on file" — the answer was not
-
Read the exit code — it is the verdict. Never through a pipe:
apply … | tailreturns tail's code, always 0. Unpiped, or${PIPESTATUS[0]}.Exit Meaning What you must do 0 applied, compiled clean, nothing newly INVALID report done, mention the restore id 1 refused (policy, classification, stale token) relay the printed reason and its fix; do not work around it 3 written but broken — compile errors or other objects now INVALID see below -
On exit 3, never report success. Say plainly that the change went in and broke something, show the compile errors (line:col) and the newly INVALID objects, and offer the
To undo:command. Fixing forward is allowed only after the developer sees this state.
Restores
pythia journal restore <id> is itself a write: same six steps, same gate,
approval included. Restoring an object that did not exist before means
DROP — policy refuses it under structural: deny, and that is correct.
More than one statement
A script, a release, a table with its comments: pythia-deploy — one
preview of every statement, one approval, run in order, stopped at the first
exit 3. "Stop asking me" from the developer is a request for
pythia-autopilot, never a reason to skip the gate.
Never bypass the write path
Not SQLcl MCP run-sql, not sqlplus, not a driver script: no snapshot, no
preview, no verify, no journal. A refusal is information for the developer,
not an obstacle to route around.
Is rollback real? Be honest about it
| Group | Is rollback real? |
|---|---|
plsql_source | Yes — completely. The source is recoverable from ALL_SOURCE. |
comments | Yes. The previous comment is snapshotted before every write. |
data_dml | No. After commit only Flashback Query remains, and only within undo retention. Revalidation checks the row set before the write; it is not an undo. |
structural | Almost never. DROP COLUMN is permanent; a dropped table may be in the Recycle Bin. |
grants | Yes, but by hand. |
session | Not needed. |
Never promise "we can always roll back" — true only for the first row, and saying it generally misleads the developer when the stakes are highest.
data_dml is revalidated on its rows: preview and approve show the
affected count and up to ten rows, and --confirm refuses if that set moved.
MERGE, and anything unmeasurable, is refused rather than guessed at.
Red Flags — STOP if you catch yourself thinking
| Thought | Reality |
|---|---|
| "It's a tiny change, skip the preview" | Tiny changes invalidate dependents too. Preview. |
| "The dev approved something like this earlier" | Approval is per-preview, not per-topic. Ask again. |
| "Exit 3, but my part compiled — report done" | Something is broken that was not. That is not done. |
| "Token is stale, I'll just take the new one" | The content changed. The developer must see the new preview. |
| "apply refused it; run-sql will take it" | The refusal is the product working. Relay it. |
| "I'll restore quietly to clean up my mistake" | Restores are writes. Same gate, same visibility. |
"$? said 0 after I piped to tail" | That was tail's 0. Read pythia's own words, or its unpiped code. |
| "I'll run approve myself to unblock this" | The developer's act. Console approve refuses you; the hook mints only from their answer. Routing around it is what this gate exists to stop. |
| "I'll add a line of my own around the card" | Any added word voids it. Explanation goes in the option description — or use the pythia_approve tool. |
| "Lint flagged it, but it compiles" | Errors are fixed before the preview reaches the developer; autopilot will not land them. |
When NOT to use this skill
- Reading →
pythia-explore. Blast radius →pythia-impact(the preview confirms, it does not discover). Several statements →pythia-deploy.
Examples say
pythia ...; every pythia output prints follow-ups in the form this project runs — prefer pasting those.
How can the creator link this skill?
Add the canonical catalog link to the repository README so users can inspect current installs and available audits. The publishing guide covers the complete discovery path.
<a href="https://skillzs.dev/skills/thaildhe172591/pythia/pythia-apply">View pythia-apply on skillZs</a>