Patch
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[4/4 defending-code] Generate candidate fixes for verified security findings. Last step of the find-and-fix loop (/threat-model -> /vuln-scan -> /triage -> /patch); run /triage first so fixes aren't written for false positives. Consumes TRIAGE.json (preferred), VULN-FINDINGS.json, or an execution-harness results directory. Static-analysis input gets a per-finding patch subagent + an independent reviewer and is written as inert diffs for human review; results-directory input from an external execution harness (the defending-code reference pipeline, if installed) is delegated to its verified build→reproduce→regress→re-attack patch ladder. Writes PATCHES/bug_NN/{patch.diff,patch_result.json}, PATCHES.md, and PATCHES.json. Use when asked to "fix the findings", "patch these vulns", "generate fixes", or "close the loop on triage".
SKILL.md
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patch
Last leg of the defending-code loop (/threat-model → /vuln-scan →
/triage → /patch). Turns a ranked list of verified findings into
candidate diffs. Nothing consumes this skill's output automatically — a human
reviews and applies the diffs.
The skill never applies a diff to the target repo. Output is inert text
in ./PATCHES/ for a human to review and apply out-of-band — see § "Reviewing
generated patches" at the end of this file. There is no --apply or
--approve flag by design: the capability isn't present, so it can't be
prompt-injected into use.
Invoke with /patch <findings-path> [--repo PATH] [--top N] [--id fNNN] [--model M] [--fresh].
Arguments (parse from $ARGUMENTS):
- findings path (first positional, required):
TRIAGE.json,VULN-FINDINGS.json, a pipelineresults/<target>/<ts>/directory, or any JSON the/triageingest table recognizes. --repo PATH: target codebase, read-only (default cwd). Required for static mode; the skill stops if cited files don't resolve under it.--top N: patch only the N highest-severity true positives (static mode).--id fNNN: patch only the finding with this id.--model M: passed through tovuln-pipeline patchin execution-verified mode. Ignored in static mode (subagents inherit the orchestrator's model).--fresh: ignore./.patch-state/checkpoint and start over.
Tools. Prefer Read, Glob, Grep, Write, Task. Some sessions do not
provision Glob or Grep; allowed-tools is a permission filter, not a loader.
When they are unavailable, fall back to the read-only Bash commands
whitelisted above: rg/grep for search, ls for enumeration,
head/file/wc for sniffing, jq for JSON ingest. Bash is otherwise
permitted only for python3 .claude/skills/patch/scripts/checkpoint.py (state I/O)
and vuln-pipeline patch (execution-verified delegate). find is NOT
permitted.
Write scope. The Write tool may target ONLY paths under ./PATCHES/ and
./.patch-state/. Never write into --repo, never git apply, never
patch, never edit target source. If a step seems to require it, the step is
wrong.
Checkpointing (runs before Phase 0 and after every phase)
State persists to ./.patch-state/ so a fresh /patch session resumes
without re-spawning patch or reviewer subagents. All checkpoint I/O goes
through python3 .claude/skills/patch/scripts/checkpoint.py (atomic, JSON-validated).
The Write→--from pattern keeps repo-derived bytes out of Bash argv; never
pass payload via heredoc or stdin.
State files: progress.json (single source of truth: {"status": "running"|"complete", "phase_done": N, "shards_done": [...]}),
phaseN.json, _chunk.tmp.
Start of run. Bash:
python3 .claude/skills/patch/scripts/checkpoint.py load ./.patch-state
status == "absent"OR"complete", OR--freshin$ARGUMENTS→ fresh start. Bash:python3 .claude/skills/patch/scripts/checkpoint.py reset ./.patch-state, proceed to Phase 0.status == "running"withphase_done == N→ resume. Readphase0.json..phaseN.jsonin order (and anyshard_*.jsonlisted inshards_done), merge into working state, printResuming from checkpoint: Phase N complete, skip to Phase N+1. Do not re-spawn any subagent whose output is already checkpointed.
End of every phase N. Write tool → ./.patch-state/_chunk.tmp with the
phase's JSON, then Bash:
python3 .claude/skills/patch/scripts/checkpoint.py save ./.patch-state <N> <name> --from ./.patch-state/_chunk.tmp
End of run. After writing PATCHES.md and PATCHES.json, Bash:
python3 .claude/skills/patch/scripts/checkpoint.py done ./.patch-state 4
Phase 0: Parse arguments and detect mode
0a. Parse $ARGUMENTS
Extract findings path (first positional), --repo (default .), --top,
--id, --model, --fresh. If no findings path, stop and ask.
0b. Detect mode
Inspect the findings path:
- execution-verified mode when the path is a directory containing
reports/manifest.jsonlORfound_bugs.jsonlORrun_*/result.json(pipeline output). The findings have PoC bytes + ASAN traces + reproduction commands; the pipeline's verification ladder applies. - static mode otherwise:
TRIAGE.json,VULN-FINDINGS.json, generic finding JSON, or markdown. No PoC; the oracle is a fresh-context reviewer.
Record mode in working state. The two modes share Phase 1 ingest then fork
at Phase 2.
Checkpoint: Write tool → ./.patch-state/_chunk.tmp:
{"phase": 0, "mode": "exec"|"static", "args": {repo, top, id, model, findings_path}}
Then Bash:
python3 .claude/skills/patch/scripts/checkpoint.py save ./.patch-state 0 mode --from ./.patch-state/_chunk.tmp
Phase 1: Ingest and normalize
Same input contract as /triage Phase 1. Normalize every input format to a
flat findings[] of dicts. Pull what's present; never guess what's absent.
1a. Recognized containers (priority order)
TRIAGE.json— read.findings[]. Filter toverdict == "true_positive". This is the canonical input: already verified, deduped, ranked, owner-tagged.VULN-FINDINGS.json— read.findings[]. Unverified; printWarning: VULN-FINDINGS.json is unverified scanner output. Consider /triage first.and continue.- Pipeline results directory — one finding per
reports/bug_NN/. Mapreport.json→description,crash.crash_type→category, ASAN top-frame →file/line. Recordbug_id = NNfor the--bug Ndelegate flag. - Generic
*.jsonwith a top-level list or afindings/results/issues/vulnerabilitiesarray.
1b. Field aliases (canonical ← also-accept)
| Canonical | Also accept |
|---|---|
file | path, location.file, filename |
line | line_number, location.line, lineno |
category | type, cwe, rule_id, crash_type |
severity | severity_rating, level, priority |
title | name, summary, message |
description | details, report, body, evidence, rationale |
recommendation | fix, remediation, mitigation |
owner_hint | owner, component |
Attach id (f001, f002, ... in ingest order; preserve existing ids from
TRIAGE.json) and source (relative path of the file it came from).
From TRIAGE.json, also carry asset, impact, deployment_condition,
and verify_verdict verbatim when present — they tell the human reviewer
why the fix matters and under what deployment its severity moves, not
just a severity label. Null when the input lacks them.
1c. Filter and order
- Compute
fix_priorityper finding — decoupled fromseverity:highwhen the category is a dangerous primitive (arbitrary file read/write, SSRF, command/code execution, unsafe deserialization) AND its severity is gated only by the current deployment (deployment_conditionset, orverify_verdict == "reachable_no_impact"). Such a primitive is worth fixing first even at MEDIUM/LOW severity: it becomes exploitable the moment the deployment changes. Everything else:normal. - If
--id fNNN: keep only that finding. - If
--top N(static mode): sort byfix_priority(high first), thenseverityHIGH > MEDIUM > LOW, thenconfidencedesc, keep the first N — so a deployment-conditional dangerous primitive is not buried under higher-severity but lower-value fixes. - Drop findings with no
file(cannot patch what cannot be located). Record them asskippedwith reason"no source location".
1d. Locate the target codebase (static mode)
Resolve --repo. For the first 5 findings with a file, check the path
resolves under repo (try as-given, then with common prefixes stripped). If
none resolve, stop: tell the user the cited files aren't reachable and
suggest a --repo value.
Checkpoint: Write tool → ./.patch-state/_chunk.tmp:
{"phase": 1, "mode": ..., "findings": [...], "skipped": [...], "repo": ...}
Then Bash:
python3 .claude/skills/patch/scripts/checkpoint.py save ./.patch-state 1 ingest --from ./.patch-state/_chunk.tmp
Phase 2: Generate patches
Forks on mode.
2A. Execution-verified mode — delegate to the pipeline
The pipeline already implements the build → reproduce → regress → re-attack ladder with executable oracles. Do not reimplement it.
For each finding (or once for the whole directory if no --id/--top
filter), Bash:
vuln-pipeline patch <findings_path> --model <--model arg> [--bug <bug_id>]
The pipeline writes <findings_path>/reports/bug_NN/{patch.diff, patch_result.json} itself. After it returns, Read each patch_result.json
and copy verdict + rationale into working state. Set
verified: "ladder_passed" when verdict.passed == true, else
verified: "ladder_failed".
If the CLI exits non-zero (no build_command, missing target config), record
the stderr as the finding's error and continue with remaining findings.
Skip Phase 3 (the ladder is the verifier). Proceed to Phase 4.
Checkpoint per finding: Write tool → ./.patch-state/_chunk.tmp =
{"id": ..., "verified": ..., "verdict": ..., "diff_path": ...}, then Bash:
python3 .claude/skills/patch/scripts/checkpoint.py shard ./.patch-state <id> --from ./.patch-state/_chunk.tmp.
After all findings, write the consolidated phase payload to _chunk.tmp then:
python3 .claude/skills/patch/scripts/checkpoint.py save ./.patch-state 2 generate --from ./.patch-state/_chunk.tmp
2B. Static mode — one patch subagent per finding
One Task per finding, all in a SINGLE assistant message for parallel
execution. subagent_type: "general-purpose". Never set
run_in_background — you need the diff text, not an async handle.
Each subagent has read-only access to --repo. It cannot modify the target;
it emits the diff as text in its response. The orchestrator writes that text
to PATCHES/bug_NN/patch.diff.
Patch subagent prompt (assemble once, reuse per finding)
The full patch-author prompt lives in references/prompts.md § Patch subagent prompt (Phase 2B). Read it at the start of Phase 2B and use it verbatim, substituting the per-finding fields (see #### Spawn below).
Spawn
For each finding in findings[], build a Task call with the prompt above
(substituting {REPO_PATH}, {id}, {file}, {line}, {category},
{severity}, {title}, {description}, {recommendation}, and a fresh
{nonce} per spawn — see the references/prompts.md preamble; it isolates the
attacker-influenced finding text). description: "patch {id}".
If len(findings) > ~40, shard into sequential batches of ~40 (each batch
one message). Per-finding shard checkpoint after each result is parsed.
If any Task call returns status: "async_launched" instead of the
subagent's text, the runtime backgrounded it. Pick one recovery and use it
for the whole batch:
- If completion notifications arrive in your conversation: parse each
subagent's tagged blocks from its notification
resultas it lands. Do not end your turn until every finding is accounted for. - If notifications do not arrive: do NOT poll transcript files. Re-spawn the missing patch subagents in a fresh Task batch (smaller shard, e.g. 10) and use the synchronous results. The same recovery applies to reviewer subagents in Phase 3.
Parse
From each Task result, extract the five tagged blocks. Tolerate leading/
trailing whitespace, stray ``` fences, and HTML-escaped entities (<
> & — some runtimes escape angle brackets in notification
payloads; unescape before writing the diff). If <patch_diff> is NONE or
empty,
mark status: "no_patch". Otherwise write the diff text to
./PATCHES/bug_NN/patch.diff (NN = zero-padded index in sorted order) and
record rationale, variants_checked, bypass_considered, test_note.
Checkpoint per finding: Write tool → ./.patch-state/_chunk.tmp =
{"id": ..., "bug_nn": "NN", "status": ..., "rationale": ..., ...}, then Bash:
python3 .claude/skills/patch/scripts/checkpoint.py shard ./.patch-state <id> --from ./.patch-state/_chunk.tmp.
After all findings, write the consolidated phase payload to _chunk.tmp then:
python3 .claude/skills/patch/scripts/checkpoint.py save ./.patch-state 2 generate --from ./.patch-state/_chunk.tmp
Phase 3: Independent review (static mode only)
One reviewer subagent per generated diff, all in ONE message,
subagent_type: "general-purpose".
The reviewer never sees the finding's description, recommendation, or
the patch author's rationale. It gets only {file, line, category}
plus the raw diff bytes, and re-derives whether the diff is a minimal,
in-scope fix by reading the source itself. This keeps any instructions
embedded in finding prose from reaching both the author and the gate.
Reviewer prompt (assemble once, reuse per diff)
The full reviewer prompt lives in references/prompts.md § Reviewer prompt (Phase 3). Read it at the start of Phase 3 and use it verbatim, substituting {REPO_PATH}, {file}, {line}, {category}, the diff, and a fresh {nonce} per spawn (it wraps the diff as untrusted data). Pass it ONLY those fields — never the finding prose or author rationale.
Spawn and parse
One Task per finding with status != "no_patch". Parse the trailing block.
Attach review, style_score, out_of_scope_hunks, review_reason to the
finding. Set verified: "static_review_only" for every static-mode result
regardless of ACCEPT/REJECT — the label describes the verification class,
not the outcome.
Checkpoint: Write tool → ./.patch-state/_chunk.tmp:
{"phase": 3, "findings": [...]}
Then Bash:
python3 .claude/skills/patch/scripts/checkpoint.py save ./.patch-state 3 review --from ./.patch-state/_chunk.tmp
Phase 4: Output
4a. Per-finding patch_result.json
For each finding (both modes), Write
./PATCHES/bug_NN/patch_result.json:
{
"id": "f003",
"source": "TRIAGE.json#2",
"title": "...",
"file": "...",
"line": 0,
"category": "...",
"severity": "HIGH",
"fix_priority": "high" | "normal",
"asset": "...|null",
"deployment_condition": "...|null",
"owner_hint": "...",
"mode": "exec" | "static",
"verified": "ladder_passed" | "ladder_failed" | "static_review_only",
"review": "ACCEPT" | "REJECT" | null,
"style_score": 0,
"out_of_scope_hunks": [],
"rationale": "...",
"variants_checked": "...",
"bypass_considered": "...",
"test_note": "...",
"review_reason": "...",
"verdict": { "t0_builds": true, "...": "(exec mode only, from pipeline)" }
}
In exec mode, also Read the pipeline's
<findings_path>/reports/bug_NN/patch.diff and Write its bytes to
./PATCHES/bug_NN/patch.diff so both modes land in the same place.
4b. ./PATCHES.json
{
"patch_completed": true,
"mode": "exec" | "static",
"repo": "...",
"summary": {
"input_count": 0,
"patched": 0,
"no_patch": 0,
"accepted": 0,
"rejected": 0,
"ladder_passed": 0
},
"findings": [ { ...patch_result.json shape... } ]
}
4c. ./PATCHES.md (incremental)
Step 1 — header. Write tool → ./PATCHES.md (clobbers prior):
# Candidate Patches
{if mode == "static":}
> **Static review only.** These diffs were authored and reviewed by
> independent agents reading source. They were NOT compiled, run, or
> re-attacked. Read each diff yourself before applying — see § "Reviewing
> generated patches" in the skill for what to look for.
{if mode == "exec":}
> **Execution-verified.** Each diff passed (or failed) the external harness's
> verification ladder: build → reproduce → regress → re-attack. The ladder
> proves the crash is gone, not that the diff introduces no new problems.
**Input:** {findings_path} · **Repo:** {repo} · {N} findings → {M} diffs
---
Step 2 — per finding (sorted: ACCEPT/ladder_passed first, then
fix_priority high first, then by severity). Write
./.patch-state/_chunk.tmp:
## bug_{NN}: [{severity}{if fix_priority == "high"}, FIX-FIRST{/if}] {title} ({id})
`{file}:{line}` · {category} · owner: {owner_hint or "?"}
**Asset:** {asset or "?"} · **severity moves if:** {deployment_condition or "n/a"}
**Status:** {verified} · review {review or "n/a"} · style {style_score or "n/a"}/10
**Diff:** `PATCHES/bug_{NN}/patch.diff` ({hunk count} hunks, {line count} lines)
**Rationale:** {rationale}
**Variants checked:** {variants_checked}
**Bypass considered:** {bypass_considered}
{if review == "REJECT":}
> **Rejected by reviewer:** {review_reason}
{if out_of_scope_hunks:}
> **Out-of-scope hunks:** {out_of_scope_hunks}
---
Then checkpoint.py append ./PATCHES.md --from ./.patch-state/_chunk.tmp.
Step 3 — footer. Append a ## Skipped table for findings with no file
or status == "no_patch", one line each with the reason.
Checkpoint (final): Bash:
python3 .claude/skills/patch/scripts/checkpoint.py done ./.patch-state 4
4d. Terminal summary
Under ~10 lines:
Patches generated ({mode} mode): {N} findings → {M} diffs.
Accepted: {n} {title of top accepted}
Rejected: {n}
No patch: {n}
{if exec:} Ladder passed: {n}/{M}
Wrote ./PATCHES/bug_NN/, ./PATCHES.md, ./PATCHES.json
{if static:} These are drafts. Review before applying — see § "Reviewing generated patches".
End of the defending-code loop. No skill applies these; a human does.
Guard rails
- The skill never applies diffs. No
git apply, nopatch, no Edit against--repo. If you find yourself needing to, the design is wrong. - Write only under
./PATCHES/and./.patch-state/. - Reviewer isolation. The reviewer prompt receives
{file, line, category, diff}and nothing else from the finding. Do not pass itdescription,recommendation,exploit_scenario, or the patch author'srationale. - Always set
subagent_type. Forking would leak every finding's prose into every patch subagent. - All Task calls for a phase in ONE message. Serial spawning is correct but N× slower.
- Checkpoint before starting the next phase, every time.
- Exec mode delegates, never reimplements. The execution-verified ladder
belongs to an external harness (the defending-code reference pipeline; see
../vuln-scan/HARNESS.md). If itsvuln-pipeline patchbinary isn't on PATH, stop and tell the user the harness isn't installed; don't fall back to static mode silently.
Testing this skill
Static mode against any repo with known findings — run the loop end to end:
/vuln-scan <target-dir>
/triage <target-dir>/VULN-FINDINGS.json --repo <target-dir> --auto
/patch TRIAGE.json --repo <target-dir> --top 3
Expected: one diff per top finding under PATCHES/bug_NN/, each
verified: "static_review_only" with a review ACCEPT/REJECT verdict and a
style score. Spot-check that ACCEPTed diffs are minimal, root-cause fixes that
match surrounding style.
Execution-verified mode requires an external harness (see
../vuln-scan/HARNESS.md). Point /patch at a harness results/<target>/<ts>/
directory; it delegates to vuln-pipeline patch, surfaces
verified: "ladder_passed" per bug, and copies diffs into ./PATCHES/.
Reviewing generated patches
These diffs are candidates, never auto-applied. Before applying one:
- Read the diff against the source. Confirm it changes only code on the
path between the finding's
file:lineand its callers — no drive-by edits. - Root cause, not symptom. Reject patches that swallow the error
(
try/except: pass, early-return on a magic value, deleting the check that fired, lowering a log level) instead of fixing the underlying bug. - No new attack surface. Confirm the diff doesn't add parsing, trust a new input field, or weaken validation elsewhere.
- Run the regression test. Static-mode diffs embed a test that should fail before the change and pass after. Run it yourself; the skill could not.
- Minimal. Prefer the smallest change that fixes the root cause. An over-broad patch is harder to review and more likely to break a dependency.
A human owns the final patch. The skill's job is to make that review cheap, not to replace it.
Design notes
- TRIAGE.json is canonical input because patching unverified findings wastes tokens on false positives. VULN-FINDINGS.json is accepted with a warning for convenience.
- Static mode emits a regression test inside the diff rather than running it. The skill cannot execute target code (constraint of the static pipeline); the test is for the human who applies the diff.
- Reviewer never sees finding prose. Target source can contain
injected instructions that survive into a scanner's
descriptionfield. The patch author sees that prose (it has to, to know what to fix); the reviewer doesn't, so injected text cannot pass its own gate. verifiedis the verification class, not pass/fail.static_review_onlymeans "an agent read it" regardless of ACCEPT/REJECT.ladder_passed/ladder_failedmeans "the external harness's ladder decided." Downstream tooling should branch on this field, not onreview.- Output shape matches the reference harness (
PATCHES/bug_NN/{patch.diff, patch_result.json}) so consumers don't care which mode produced it.
Provenance
Adapted (Apache-2.0) from the patch skill in
anthropics/defending-code-reference-harness.
Static mode is self-contained; execution-verified mode delegates to that
harness's vuln-pipeline patch ladder (see ../vuln-scan/HARNESS.md).
What ships with it: 4 files
25.2 KB alongside SKILL.md, 1 of them executable
references/
- improvement-backlog.md6.4 KB
- prompts.md8.2 KB
- sources.md2.8 KB
scripts/
- checkpoint.pyruns7.8 KB