AI & Agentslow risk
patch
Generate candidate fixes for verified security findings. 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".
air-gapped/skills·.claude/skills/patch/SKILL.md
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gemini skills install https://github.com/air-gapped/skills.git --scope workspace --path .claude/skills/patch⚠ 安裝指令使用開源 skills CLI。執行前請檢查來源、腳本與權限。
Skill 指令
在 GitHub 查看原始檔案 ↗# patch
Third leg of the static pipeline (`/vuln-scan` → `/triage` → `/patch`).
Turns a ranked list of verified findings into candidate 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 pipeline `results/<target>/<ts>/` directory, or any
JSON the `/triage` ingest 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 to `vuln-pipeline patch` in 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 `--fresh` in `$ARGUMENTS` →
fresh start. Bash:
`python3 .claude/skills/patch/scripts/checkpoint.py reset ./.patch-state`,
proceed to Phase 0.
- `status == "running"` with `phase_done == N` → resume. Read
`phase0.json`..`phaseN.json` in order (and any `shard_*.json` listed in
`shards_done`), merge into working state, print
`Resuming 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.jsonl` OR `found_bugs.jsonl` OR `run_*/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)
1. **`TRIAGE.json`** — read `.findings[]`. **Filter to `verdict ==
"true_positive"`.** This is the canonical input: already verified,
deduped, ranked, owner-tagged.
2. **`VULN-FINDINGS.json`** — read `.findings[]`. Unverified; print
`Warning: VULN-FINDINGS.json is unverified scanner output. Consider
/triage first.` and continue.
3. **Pipeline results directory** — one finding per `reports/bug_NN/`.
Map `report.json` → `description`, `crash.crash_type` → `category`,
ASAN top-frame → `file`/`line`. Record `bug_id = NN` for the
`--bug N` delegate flag.
4. Generic `*.json` with a top-level list or a `findings`/`results`/
`issues`/`vulnerabilities` array.
### 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_priority` per finding — decoupled from `severity`:
`high` when 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_condition` set, or `verify_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 by `fix_priority` (high first), then
`severity` HIGH > MEDIUM > LOW, then `confidence` desc, 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 as `skipped` with 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 `result` as 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`:
```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`
```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):
````markdown
# 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`:
````markdown
## 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".
```
---
## Guard rails
- **The skill never applies diffs.** No `git apply`, no `patch`, 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 it
`description`, `recommendation`, `exploit_scenario`, or the patch author's
`rationale`.
- **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 its `vuln-pipeline patch` binary 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:
1. **Read the diff against the source.** Confirm it changes only code on the
path between the finding's `file:line` and its callers — no drive-by edits.
2. **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.
3. **No new attack surface.** Confirm the diff doesn't add parsing, trust a
new input field, or weaken validation elsewhere.
4. **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.
5. **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 `description` field.
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.
- **`verified` is the verification class, not pass/fail.**
`static_review_only` means "an agent read it" regardless of
ACCEPT/REJECT. `ladder_passed`/`ladder_failed` means "the external harness's
ladder decided." Downstream tooling should branch on this field, not on
`review`.
- **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`](https://github.com/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`).