Sagargupta16 starter-session-audit
A lightweight end-of-session audit. Catches things the user said during the session that should be saved permanently so they never have to say them again.
What this skill does
Two things, and only two things:
- Scans the conversation for uncaptured learnings -- corrections, preferences, decisions, and new context that are not already in the project's instruction files.
- Proposes where to save each finding -- which file, which section, exact wording. The user approves or skips each one.
No file reorganization. No cleanup. No progress tracking. Just: "Did I learn anything this session that should be remembered?"
Step 1: Discover the persistence layout
Claude Code sessions can use several layers of persistence. Load whichever files exist:
- Project CLAUDE.md -- at repo root or workspace root (standing instructions for this project).
- User-global CLAUDE.md -- typically
~/.claude/CLAUDE.md(preferences that apply everywhere). - Memory / MEMORY.md -- any workspace-level memory index file plus any topical files it points at.
- Live-state files -- STATUS.md, TODO.md, or similar workspace files if the project uses them.
- Local-only override --
CLAUDE.local.md(git-ignored, machine-specific). - Rules --
.claude/rules/*.mdif the project uses path-scoped rule files. - Resources --
.claude/resources/*.mdif the project keeps task-triggered reference docs. - Repo-level CLAUDE.md files in any repo touched during the session.
If the project only has a single CLAUDE.md, that's fine. The audit adapts.
Step 2: Scan the conversation
Walk the full conversation top to bottom. Look for four signal types.
A. Corrections
The user fixed something Claude produced -- changed wording, rejected an approach, said "no, do it this way instead." Each correction reveals an underlying rule.
Ask: what preference or rule drove this change?
Example: User changed "refactor the whole module" to "just the one function". Rule: "Prefer surgical changes; don't expand scope without asking."
B. Explicit preferences
Direct instructions: "always", "never", "I prefer", "from now on", "don't do that", "stop doing X".
Example: "Stop summarizing what you just did at the end of every response."
C. Decisions
Choices that affect future work -- stack choice, schema decision, project direction, timeline, scope resolution.
Example: "Let's use Biome instead of Prettier across the portfolio repos."
D. New context
Facts about the user, their work, or the world that weren't in any loaded file -- contact details, schedules, relationships, project status, tool changes.
Example: "The API token is in the env as FOO_TOKEN, not in settings.json."
Step 3: Filter against what's already saved
For each finding from Step 2, grep the loaded files from Step 1. Skip anything already captured. Only surface genuinely new findings.
Step 4: Route each finding
Two routing tests:
- Test 1: Does it prescribe behavior? ("always", "never", "before X do Y") -> goes to CLAUDE.md (project or user-global) or a matching
.claude/rules/file. - Test 2: Does it describe a fact about the world that could change? (repo status, PR state, stack choice) -> goes to STATUS.md or memory.
Finer routing:
| Finding kind | Target file |
|---|---|
| Global preference (applies to every project) | ~/.claude/CLAUDE.md |
| Project-wide rule (always-on) | user-level ~/.claude/rules/ (if global rules live there), project .claude/rules/, or project CLAUDE.md |
| Path-scoped rule | new or existing file in .claude/rules/ with paths: frontmatter |
| Cross-session fact about the user | new or existing memory topic file + index entry |
| Live repo state | STATUS.md |
| Backlog idea | TODO.md |
| Voice / output convention | .claude/resources/voice-principles.md or similar |
| Repo-specific behavior | that repo's own CLAUDE.md |
If the project doesn't have this exact layout, route to whatever's closest. Ask the user if ambiguous.
Step 5: Present findings
Format each one:
[N]. <what happened in one sentence>
- Rule/fact: <exact wording to save>
- Where it goes: <file path + section>
- Why: <one sentence on why it matters for future sessions>
Group into:
- Recommend (apply unless you object): clear-cut findings with an obvious home.
- Your call: judgment calls or findings that could fit two places.
If there are no findings: Clean session. Nothing new to capture. Don't manufacture findings.
Step 6: Apply approved changes
After the user approves (all, some, or none), write the approved entries to target files. For each write, print:
Saved to <path>: "<the line as written>"
If a target file does not exist yet (new memory topic, for example), create it with minimal frontmatter and add the index entry.
Hard rules
- Never write without approval. Always present findings first, wait, then apply.
- Never save secrets. If a finding contains a token, API key, or credential, flag it and refuse -- suggest storing in a credential manager and referencing by variable name.
- Never duplicate. If something is already in the loaded files, skip it even if re-stated.
- Never make up facts. Only capture things the user said in this session. Do not infer or extrapolate.
- Never rewrite the user's words without showing the rewrite. If condensing a correction into a rule, show the rewritten version for approval first.