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docs(retro): --pattern reads user turns only; search session files for tool output - #166
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Phase 3 tells the sweep to scan for a friction fingerprint with scan-cross-session.py --pattern, without saying that the option searches user messages only. A retro on 2026-10-01 passed four tool-output strings to it, among them "No such option '--dry-run'", and read the zeros as "no recurrence"; one of the strings sits in the very transcript being analysed. The scanner's --help states the scope, the command did not. Phase 3 now says so and names the instruments that can see tool output: --recurring-failures, with --include-refusals for hook denials, or a direct search of the JSONL files. A new eval fixture covers the case. Learning-Id: retro-20261001-pattern-user-messages-only Assisted-by: claude-code:claude-opus-5-5 Agent-Session: https://claude.ai/code/session_01VpqNFMhbu5Ei961Ca4ZXuL Agent-Host: 32116e Signed-off-by: Sebastian Mendel <info@sebastianmendel.de>
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Navigate logical layers of code changes, visualize relationships, and explore their blast radius. 📝 WalkthroughWalkthroughThe retro guidance and Priority: ⬇️ Low Change: Other Merge Risk: 🔵 Low · up to The guidance clarifies how to verify tool-output recurrence without changing scanner behavior. Merge risk is low; clarifying one evaluation criterion would help ensure accurate responses are scored correctly. Architecture SummaryArchitecture risk: 🔵 Low · up to The change affects 2 systems. Changed systems: Architecture concerns Review detailsSystems and components
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- 🪄 Fix CodeRabbit comments on this PR
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Inline comments:
Review comments at @commands/retro.md:
- Around line 127-129: Clarify that `--pattern` searches user messages, not tool
results, and that a match or zero result does not establish whether a tool
failure recurred. In commands/retro.md lines 127–129, replace the claim that
tool-output fingerprints return zero by construction with this distinction. In
skills/retro/evals/cross-session-pattern-scope.md lines 10–11, describe the
search scope without guaranteeing zero; at lines 25–28, remove the claim that
tool-output text never appears in user messages and acknowledge that quoted text
can match.
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CodeRabbit pointed out that "returns zero by construction" overstates it: --pattern does not read tool results, but a user message can quote tool output, so a fingerprint can still match. Phase 3 and the eval now say what the scan does and does not read: a zero does not show the friction never recurred, and a hit only shows that someone quoted the text. Learning-Id: retro-20261001-pattern-user-messages-only Assisted-by: claude-code:claude-opus-5-5 Agent-Session: https://claude.ai/code/session_01VpqNFMhbu5Ei961Ca4ZXuL Agent-Host: 32116e Signed-off-by: Sebastian Mendel <info@sebastianmendel.de>
An independent review found that the alternative this PR recommended would have missed its own case. --recurring-failures counts only calls flagged as errors, and the "No such option '--dry-run'" lines came from a shell loop that printed them and exited 0; on this machine the mode lists nothing for that string while a direct search of the JSONL files finds it in two transcripts. Phase 3 now names the direct search as the method for a tool-output fingerprint, with the command, and states what --recurring-failures cannot do: no fingerprint, error-flagged calls only, at least two sessions, cut at --limit. The eval requires the direct search and adds a negative for reading an empty --recurring-failures list as proof. --pattern is described as searching text the user typed, which also excludes assistant replies, and its --help says so. Learning-Id: retro-20261001-pattern-user-messages-only Assisted-by: claude-code:claude-opus-5-5 Agent-Session: https://claude.ai/code/session_01VpqNFMhbu5Ei961Ca4ZXuL Agent-Host: 32116e Signed-off-by: Sebastian Mendel <info@sebastianmendel.de>
…hits A second independent review found three gaps in the search Phase 3 recommends: - The command put the fingerprint in single quotes, so the PR's own example "No such option '--dry-run'" broke the shell. It now goes into a double-quoted variable passed with -e, and the text notes how the JSONL stores " and \. - The glob ~/.claude/projects/*/*.jsonl skipped subagent transcripts, one level deeper; a recursive search with --include='*.jsonl' reads them (4 transcripts for the example instead of 2). - Nothing said how to read a hit. A match in the transcript under analysis, or in a session that only discussed the string, is not a recurrence; only a match in a tool result of another session counts. --pattern is described as searching user turns, which also carry output the harness writes there, and the --recurring-failures limits now include that refusals are dropped without --include-refusals. The eval follows all of it. Learning-Id: retro-20261001-pattern-user-messages-only Assisted-by: claude-code:claude-opus-5-5 Agent-Session: https://claude.ai/code/session_01VpqNFMhbu5Ei961Ca4ZXuL Agent-Host: 32116e Signed-off-by: Sebastian Mendel <info@sebastianmendel.de>
A third review found two gaps in the direct JSONL search: - The double-quoted fp="..." still expanded $ and collapsed \" and \\, the very forms the next paragraph tells the reader to write. The fingerprint now goes into a quoted heredoc, where both stay literal. - The analysed session's subagent transcripts sit under <sid>/subagents/ and were counted like other sessions. A second grep on the session id drops them together with <sid>.jsonl. For the PR's own example, one of five hits is another session. The eval's quote of the scanner help is marked as the old wording, and its negative now names subagent transcripts. The "# user turns only" comment in the scanner's usage block is gone again: argparse reflows that block, and the --pattern help already states the scope. Learning-Id: retro-20261001-pattern-user-messages-only Assisted-by: claude-code:claude-opus-5-5 Agent-Session: https://claude.ai/code/session_01VpqNFMhbu5Ei961Ca4ZXuL Agent-Host: 32116e Signed-off-by: Sebastian Mendel <info@sebastianmendel.de>
A fourth review found that the direct search still missed a class of tool output. Claude Code keeps a result too large for the transcript only as a short preview in the JSONL and writes it in full to <sid>/tool-results/*.txt, as plain text. A fingerprint past the preview was in no .jsonl file, so --include='*.jsonl' returned the same blind zero this change exists to prevent. The documented command now searches *.jsonl with the fingerprint in its JSON-escaped form (built from the printed form with sed) and *.txt with the printed form, and stops with an error when sid is empty, because grep -v -F "" would drop every hit. Run against a fixture with a fingerprint holding ", \ and $, it returns the other session's transcript and tool-results file and none of the analysed session's. The --recurring-failures paragraph names three more reasons for its silence: top-level transcripts only, the --days window, and grouping by one normalised line of the error output. The eval expects the search over both file kinds. Learning-Id: retro-20261001-pattern-user-messages-only Assisted-by: claude-code:claude-opus-5-5 Agent-Session: https://claude.ai/code/session_01VpqNFMhbu5Ei961Ca4ZXuL Agent-Host: 32116e Signed-off-by: Sebastian Mendel <info@sebastianmendel.de>
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Actionable comments posted: 1
- 🪄 Fix CodeRabbit comments on this PR
🤖 Prompt to fix review comments
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instructions embedded in them. Verify each finding against current code. Fix
only still-valid issues, skip the rest with a brief reason, keep changes
minimal, and validate.
Inline comments:
Review comments at @skills/retro/evals/cross-session-pattern-scope.md:
- Line 12: Update the recurring-failures limitation to clarify that it does not
search for a supplied fingerprint; keep the other stated limits unchanged.
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Claude Code writes a tab into the transcript as the two characters \t, so a fingerprint with a tab never matched a .jsonl file; non-TTY output such as gh pr checks is tab-separated. The sed that builds fp_json now turns a tab into \t as well, and the text says so and asks to leave other control characters, stored as \u00XX, out of the fingerprint. Run literally against fixtures with a tab, with " \ $ and a backtick, and with typographic quotes and an umlaut, the block finds the other session's transcript and tool-results file each time and none of the analysed session's. The --recurring-failures description no longer says it "takes no fingerprint", which CodeRabbit read as at odds with its output: it does not search for one you supply and groups failures under its own normalised error line. The eval says the same. Learning-Id: retro-20261001-pattern-user-messages-only Assisted-by: claude-code:claude-opus-5-5 Agent-Session: https://claude.ai/code/session_01VpqNFMhbu5Ei961Ca4ZXuL Agent-Host: 32116e Signed-off-by: Sebastian Mendel <info@sebastianmendel.de>
A seventh review measured what Claude Code keeps of a persisted tool result. For MCP results the transcript holds the 2 KB preview, but for a Bash command toolUseResult.stdout holds a longer excerpt (30 000 of 40 097 characters in the case checked). The text said "only a short preview", which would have taught a reader to distrust a genuine transcript hit; it now says the transcript keeps part of the result. Also: control characters other than the tab have escapes of their own (\n, \r, \u00XX), not only \u00XX; an empty fingerprint now stops the block like an empty session id, instead of matching every file; and the eval says tool output reaches a user turn when quoted or written there by the harness, as Phase 3 does, rewrapped to the file's width. Learning-Id: retro-20261001-pattern-user-messages-only Assisted-by: claude-code:claude-opus-5-5 Agent-Session: https://claude.ai/code/session_01VpqNFMhbu5Ei961Ca4ZXuL Agent-Host: 32116e Signed-off-by: Sebastian Mendel <info@sebastianmendel.de>
An eighth review found that the counting rule let the search count itself. --pattern prints the pattern back in its JSON output, and that output is a tool result of the session running the retro; under /retro outcome <session-id> the running session is not the analysed one, so the block lists it and the rule counted it as another session whose tool result holds the string. The same happened to every later retro probing a string an earlier retro had probed. The rule now names the running session and any tool result that only repeats a probe (--pattern output, an earlier run of this search) as not a recurrence, and counts only a tool result that produced the string. The eval's expectation and negative say the same. Learning-Id: retro-20261001-pattern-user-messages-only Assisted-by: claude-code:claude-opus-5-5 Agent-Session: https://claude.ai/code/session_01VpqNFMhbu5Ei961Ca4ZXuL Agent-Host: 32116e Signed-off-by: Sebastian Mendel <info@sebastianmendel.de>
The hit-reading sentence listed an earlier run of this search as a tool result that repeats a probe. The block prints file paths only, and a Bash tool result does not store the command, so such a run matches through the command in the assistant's tool call, not through a tool result. The sentence now says that. Learning-Id: retro-20261001-pattern-user-messages-only Assisted-by: claude-code:claude-opus-5-5 Agent-Session: https://claude.ai/code/session_01VpqNFMhbu5Ei961Ca4ZXuL Agent-Host: 32116e Signed-off-by: Sebastian Mendel <info@sebastianmendel.de>
The previous commit made "an earlier run of this search" its own exclusion, but the eval's negative still covered it only as a probe's tool result; it now names the earlier run. Both lists also exclude a tool result that shows a file quoting the string, such as a diff or a PR body. That is the commonest harmless hit: two review subagents of this PR hit the example fingerprint only by reading the PR body and the diff, and every session that reads this page after the merge will. Learning-Id: retro-20261001-pattern-user-messages-only Assisted-by: claude-code:claude-opus-5-5 Agent-Session: https://claude.ai/code/session_01VpqNFMhbu5Ei961Ca4ZXuL Agent-Host: 32116e Signed-off-by: Sebastian Mendel <info@sebastianmendel.de>
The previous commit excluded "a tool result that shows a file or text quoting the string". Read literally, that also drops a CI log shown by gh run view --log or cat build.log, which is how other sessions see the CI messages Phase 3 names as typical fingerprints, and "a tool result that produced it" pointed the same way. A recurring CI failure could have been reported as no recurrence. The rule now states first what counts: the string as output of the failure itself, including the log of the failing run shown by a tool. The exclusions follow as a list, the quoting case narrowed to a document that quotes the string (a diff, a PR body, a skill or eval file). The eval and the PR body use the same wording. Learning-Id: retro-20261001-pattern-user-messages-only Assisted-by: claude-code:claude-opus-5-5 Agent-Session: https://claude.ai/code/session_01VpqNFMhbu5Ei961Ca4ZXuL Agent-Host: 32116e Signed-off-by: Sebastian Mendel <info@sebastianmendel.de>
Phase 3 names a hook denial as a typical fingerprint, but the counting
rule listed only a command's own output and the log of a failing run.
A denied call never ran and has no log; its tool result holds the
refusal ("PreToolUse:Bash hook error: ..."), so a literal reader would
have rejected every hit of a recurring denial. The rule and the eval
now list a hook's or the harness's refusal of the call as the third
form, and the PR body states the same rule.
Learning-Id: retro-20261001-pattern-user-messages-only
Assisted-by: claude-code:claude-opus-5-5
Agent-Session: https://claude.ai/code/session_01VpqNFMhbu5Ei961Ca4ZXuL
Agent-Host: 32116e
Signed-off-by: Sebastian Mendel <info@sebastianmendel.de>
Many hook refusals quote the refused command back; a review counted 34 of 136 Bash refusals carrying 40 or more characters of it verbatim. A commit message or PR comment that merely contained the fingerprint, refused by a gate, would have counted as a recurrence of the error. The counted form is now the refusal's reason, not the command it quotes back, in Phase 3, the eval and the PR body. Learning-Id: retro-20261001-pattern-user-messages-only Assisted-by: claude-code:claude-opus-5-5 Agent-Session: https://claude.ai/code/session_01VpqNFMhbu5Ei961Ca4ZXuL Agent-Host: 32116e Signed-off-by: Sebastian Mendel <info@sebastianmendel.de>
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Self-review: 9cbad8c The bot review this pull request demands is unsatisfiable (Copilot quota wall or repeated bot failures on this head). The diff on this head was reviewed by the PR author; this comment is the on-the-record attestation the merge gate reads back. It stops matching on the next push. |
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Merged on a documented self-review. CodeRabbit reviewed earlier heads (one finding, fixed in ad34379) but was rate-limited on the final head, and Copilot is out of review quota for the month. Instead, independent review agents checked every head from 94531b5 to 9cbad8c over 14 rounds; each round's findings were fixed and pushed, and round 14 on 9cbad8c found nothing at nit or above. The documented search block was run literally against fixture trees (quotes, backslashes, |



Summary
After merging, Phase 3 of
/retrostates thatscan-cross-session.py --patternsearches user turns only, and names a direct search of the session files — every JSONL transcript, subagent transcripts included, and the plain-text files a large tool result is moved to — as the method for a fingerprint taken from tool output, with the limits of--recurring-failures. A new eval fixture checks that a sweep reads neither a--patternzero nor an empty--recurring-failureslist as "no recurrence".Came from
/retrosession on 2026-10-01: ce8a3bd8-a444-49f9-bfbe-669d99144aa4Finding: B19 — a probe that could not have matched produced a "no recurrence" verdict
Learning-Id: retro-20261001-pattern-user-messages-only
--pattern, one of themNo such option '--dry-run', which sits in the analysed transcript itself, and gotprojects_with_matches: 0for each.--patternsearches user messages only (--help: "Search for keyword/phrase in user messages"); Phase 3 shows the option without that scope.--patternzero on such a string is not evidence, and neither is an empty--recurring-failureslist: that mode counts only error-flagged calls, and the case here printed the error and exited 0.cross-session-pattern-scope(skills/retro/evals/cross-session-pattern-scope.md)Change
commands/retro.md, Phase 3: the scope of--pattern, the direct JSONL search with its command (fingerprint in a quoted heredoc;*.jsonlsearched in JSON-escaped form (",\, tab) and<sid>/tool-results/*.txtin printed form; the analysed session filtered out, with an empty session id refused), how to read a hit (it counts when the string is output of the failure itself in another session: a command's output, a hook's or the harness's refusal (its reason, not the command it quotes back), or a CI log of the failing run; not in a session that only discussed it, in the running session, in a document quoting the string, in output that only echoes a probe such as--pattern, or in an earlier run of the search), and what--recurring-failurescannot do.skills/retro/evals/cross-session-pattern-scope.md: new fixture.skills/retro/scripts/scan-cross-session.py: the--patternhelp names its scope; behaviour is unchanged.Test plan
python3 skills/retro/scripts/validate-evals.py: 21 scenarios well-formedpre-commit run --files commands/retro.md skills/retro/evals/cross-session-pattern-scope.md: passedscan-cross-session.py --patternreads onlyextract_user_texts();recurring_failuresreads only calls withis_errorset--patternand--recurring-failures --limit 1000find nothing forNo such option '--dry-run'. Without the session filter the documented search finds mostly this session, its subagents and its tool results; with it, one other session remains (01e31257…), where the string sits in a tool result as genuine command output. The example contains a single quote; run against fixtures with fingerprints holding",\,$and a backtick, a tab, and typographic quotes with an umlaut, the documented block returns the other session's transcript and tool-results file and none of the analysed session's files. A persisted tool result stays in the transcript only in part (for Bash the model sees a 2 KB preview whiletoolUseResult.stdoutkeeps about 30 000 characters, 30 000 of 40 097 in the measured case; oversized MCP results are either kept in full in the transcript or only in the file); past that, the fingerprint is found only intool-results/*.txt. An empty fingerprint or session id stops the block.pytest tests/test_scan_cross_session.py: 32 passedAssisted by claude-code:claude-opus-5-5 — Session