History Analyzer (/mantis-history)
System Goal
Historical Vulnerability Extractor. Analyzes repository's version control system
(VCS) history to extract past vulnerabilities, security-related fixes, patches,
and associated files, creating a historical learnings database to inform
downstream skills.
Command Definition
- Command:
/mantis-history
- Description: Analyzes repository's version control system (VCS) history to
extract past vulnerabilities and fixes, producing a structured historical
learnings file (
workspace/historical_learnings.jsonl).
- Arguments (optional; supplied by the orchestrator, consumed by Block A):
--snapshot_root/--snapshot_id/--state_root. History reads VCS logs from
the LIVE repository root (Block A step 5), not the snapshot; it uses
--state_root only to place its cache/output/script. All absent -> DEGRADED
(behaves as today, live cwd).
Input/Output Contract
- Reads:
workspace/.mantis_state.json (to track current loop pass).
- Codebase directory structure and key files (to determine stack).
- VCS history logs (commit messages, titles, diffs).
mantis-summary.md (optional, if available).
- Internal history analysis cache (optional, if exists).
- Writes:
- VCS extraction script (written on-the-fly to workspace).
workspace/historical_learnings.jsonl.
- Internal history analysis cache.
- All under
--state_root/workspace/ (cache, historical_learnings.jsonl,
extraction script): kept outside the target tree. Optional history_status
marker (UNSUPPORTED_VCS / PARTIAL_SHALLOW).
- Preconditions:
- Target repository and VCS logs must be accessible.
- Idempotency Guarantee:
- The cache is the source of truth: the output DB is rebuilt from it every run
and is never truncated to empty while the cache is non-empty. The cache is
invalidated on VCS-history rewrite (
_analyzed_head no longer reachable) or
a vcs_type/repo-identity change. On none/unknown VCS the stage writes an
empty DB + history_status=UNSUPPORTED_VCS and exits.
Instructions
Step 0: Locator Resolution (run first)
LOCATOR RESOLUTION (before reading ANY target code or artifact):
0. ROLE: If this skill NEVER reads target source (report, calibrate, reflect),
you are a FINDINGS-ONLY stage: skip steps 2-6; still read active_snapshot from
state for provenance/annotation; NEVER stop merely because a code root is unset.
1. Determine CODE_ROOT, in this priority order:
a. If --target_root is passed on THIS invocation, CODE_ROOT = --target_root.
It is AUTHORITATIVE and OVERRIDES SNAPSHOT_ROOT and the state fallback
(used when a caller hands you a prepared tree, e.g. a patched shadow).
b. Else if --snapshot_root (or SNAPSHOT_ROOT) is passed, use it.
c. Else read state_root/workspace/.mantis_state.json (state_root from
--state_root if passed, else ./workspace/... relative to the current dir)
-> active_snapshot.root / .snapshot_id / .snapshot_pinned.
d. Else (no arg AND no readable active_snapshot): CODE_ROOT = current directory,
treat snapshot_pinned = false (MODE-OFF). Do NOT stop.
2. SENTINEL CHECK (only if snapshot_pinned is true AND you did NOT take path 1a):
verify CODE_ROOT/.mantis_snapshot_id exists and equals SNAPSHOT_ID. If missing
or different -> STOP "snapshot sentinel mismatch". (A --target_root tree (1a) is
deliberately mutated and is sentinel-EXEMPT.)
3. PATH FIELDS:
- SNAPSHOT-RELATIVE (read under CODE_ROOT): code_paths entries; plan target_files
that are file paths. Strip ONLY a trailing ":<digits>". A code_paths entry
containing "://" is a URL/endpoint, NOT a file read. A code_paths entry that is
NOT of the form <existing-path>:<integer> is a non-source LOCATOR
(symbol/offset/endpoint): only check that the artifact/symbol exists; skip ALL
line-range and line-existence logic.
- STATE-RELATIVE (read/write under state_root/workspace, NEVER prefix CODE_ROOT):
kb_references, repro_file_path, reattack_file_path, helper scripts, report
files, and all state/findings JSON.
4. Never WRITE under CODE_ROOT when snapshot_pinned is true. Any command that
compiles, generates, or writes artifacts MUST run in a PRIVATE SHADOW copy
(mktemp -d from CODE_ROOT), never with cwd=CODE_ROOT. Read-only inspection may
cd into CODE_ROOT.
5. VCS-METADATA CARVE-OUT: history-log extraction and any VCS diff/blame command
run in the LIVE repository root (which still has .git/.hg/.repo), NOT CODE_ROOT
(the snapshot copy strips VCS metadata). Do NOT stop merely because CODE_ROOT
lacks .git/.hg/.repo.
6. Every shell command uses ABSOLUTE paths and sets its own working directory on
that call. Do NOT assume the working directory persists between calls.
CRITICAL for history: the pinned snapshot copy STRIPS .git/.hg/.repo, so
per Block A step 5 you MUST run every VCS log / diff / blame command in the LIVE
repository root (the working directory Mantis was launched in), NOT under
CODE_ROOT. Do NOT stop because CODE_ROOT lacks VCS metadata. Write the cache,
workspace/historical_learnings.jsonl, and your generated extraction script
under --state_root/workspace/ (STATE-RELATIVE) — never into the target tree,
so a sync/clean cannot wipe them. Record active_snapshot.snapshot_id on
entries only for provenance.
Your task is to analyze the codebase architecture, determine what constitutes
security-relevant history, and write a script on-the-fly to extract and document
historical vulnerabilities from the project's version control system (VCS).
Execute the history analysis stage as follows:
Phase 1: Analyze Codebase and Define Target History:
- Read existing summaries (e.g.
mantis-summary.md if available) or quickly
inspect the root codebase structure to understand the primary files,
programming languages, and core components.
- Determine what types of historical security issues (e.g., memory
corruption, authentication bypass, SQL injection, buffer overflow, or
others) are relevant to this project and what keywords or commits should be
targeted.
Phase 2: Write a History Extraction Script:
VCS-support guard (run BEFORE writing/executing the script): Determine
vcs_type from .mantis_state.json vcs_info (or detect it in the LIVE
root). If vcs_type is none or unknown, OR the VCS history is
otherwise unreachable: write an EMPTY
workspace/historical_learnings.jsonl, set a top-of-file / sidecar marker
history_status = "UNSUPPORTED_VCS", and EXIT — never fabricate history.
For multi-vcs (.repo): either iterate history per sub-project, or write
the empty file with history_status = "UNSUPPORTED_VCS" rather than run a
git-shaped script that errors. For a SHALLOW git clone
(git rev-parse --is-shallow-repository == true): proceed but set
history_status = "PARTIAL_SHALLOW" so downstream stages do NOT read "no
historical vuln for this file" as "clean."
Read the active pass number from the state file
workspace/.mantis_state.json and resolve the current ISO 8601 timestamp.
Write a script (e.g. Python, bash, or your choice) directly in your
workspace that interacts with your repository version control system (VCS)
history logs.
Cost-Efficiency & Scale Optimization: To ensure the historical analysis
remains cost-effective and runs efficiently, the script must implement the
following optimizations:
- Commit Message/Description Pre-filtering: Before retrieving diffs,
the script should dynamically determine relevant keywords for commit
message screening. It can do this by first inspecting the repository's
files and languages/domains in scope to establish its primary stack (e.g.
software versus hardware/RTL), then either querying an LLM/analysis agent
for a tailored list of security/bug keywords or using a broader set of
keywords augmented with these specific domain terms. Skip revisions whose
messages or titles do not match these relevant keywords to avoid
unnecessarily retrieving and analyzing changesets that are irrelevant to
the codebase in scope.
- Diff Filtering and Size Limits: Ignore commits that only touch
non-production code (e.g., tests, documentation, or configuration files).
Skip commits with excessively large diffs (e.g., more than several
thousand lines changed), as they are usually automated formatting changes
or massive refactorings rather than discrete security patches.
- Caching Results (cache is the source of truth): Maintain a local
cache (JSON or SQLite) under
workspace/ mapping
revision_id -> analyzed, AND storing the full extracted record for each
analyzed revision plus an _analyzed_head high-water mark and the
vcs_type + repo identity the cache was built against. On each run,
REBUILD workspace/historical_learnings.jsonl from the cache (do NOT
skip a revision merely because the cache says "analyzed" and then leave
the output empty — that is the desync bug). NEVER truncate a non-empty
output DB to empty. Only analyze revisions NEWER than _analyzed_head.
Rewrite detection: before trusting the cache, verify _analyzed_head
still resolves in the current LIVE history (git:
git cat-file -e <_analyzed_head> succeeds AND
git merge-base --is-ancestor <_analyzed_head> HEAD; hg:
hg log -r <_analyzed_head> succeeds). If it does not (force-push /
rebase / squash) OR vcs_type/repo identity changed, INVALIDATE the
cache and re-extract from scratch.
- Batch Processing (Batching Diffs): Instead of making one LLM call per
commit diff, the script should batch multiple commit diffs and messages
(e.g. 3 to 5 commits) into a single LLM call. Ask the LLM to analyze all
commits in the batch and return a JSON array of findings for the batch,
reducing request overhead and cost.
- Model Selection: Use lightweight and cost-efficient models for the
initial commit analysis/filtering, and only fall back to heavier model
tiers if deeper verification of a suspected vulnerability is needed.
Detailed Analysis: For revisions or commits that look
security-relevant, the script should retrieve the commit diffs and
messages/change descriptions.
LLM/Agent Analysis: The script should make API calls (e.g., via
subagent messages or Agent API subcommands) or use an LLM subagent to
analyze the changes' diffs and messages to determine whether a
revision/commit was a security fix, what component was affected, the
vulnerability type, impact, and the mitigation diff. Make sure it uses
batching and caching to minimize API calls.
Missing Information: Do not overindex on the lack of security-related
keywords. Many security fixes do not get CVEs, and many security
vulnerabilities are fixed without realizing they were vulnerabilities.
Output Format: Instruct your script to output the extracted findings
into a JSONL file named workspace/historical_learnings.jsonl, matching
the following format:
Historical Learnings Schema Format (workspace/historical_learnings.jsonl)
{
"revision_id": "...",
"title": "...",
"description": "...",
"code_paths": ["file:line_number"],
"vuln_type": "...",
"mitigation_diff": "...",
"cve": "...",
"history": [
{
"stage": "history_extractor",
"action": "created",
"details": "Extracted from repository revision history.",
"pass_number": <current_pass_number>,
"timestamp": "<current_iso8601_timestamp>"
}
]
}
- Phase 3: Execute and Verify:
- Run the script you just wrote to analyze the VCS history, process
revisions, and generate the
workspace/historical_learnings.jsonl file.
- Wait for the script to finish and verify that
workspace/historical_learnings.jsonl has been written successfully and
contains extracted data.
When complete, notify the user.
1---2name: mantis-history3description: Analyzes the repository's version control system (VCS) history to extract past vulnerabilities, security fixes, and vulnerability patterns. Use as an initial pre-processing step to build a historical vulnerabilities database (workspace/historical_learnings.jsonl) that informs subsequent stages about past issues and fixes. Don't use for code reviews, writing test scripts, or patching code.4---5
6# History Analyzer (/mantis-history)
7
8## System Goal
9
10Historical Vulnerability Extractor. Analyzes repository's version control system
11(VCS) history to extract past vulnerabilities, security-related fixes, patches,
12and associated files, creating a historical learnings database to inform
13downstream skills.
14
15## Command Definition
16
17- **Command:** `/mantis-history`
18- **Description:** Analyzes repository's version control system (VCS) history to
19 extract past vulnerabilities and fixes, producing a structured historical
20 learnings file (`workspace/historical_learnings.jsonl`).
21- **Arguments (optional; supplied by the orchestrator, consumed by Block A):**
22 `--snapshot_root`/`--snapshot_id`/`--state_root`. History reads VCS logs from
23 the LIVE repository root (Block A step 5), not the snapshot; it uses
24 `--state_root` only to place its cache/output/script. All absent -> DEGRADED
25 (behaves as today, live cwd).
26
27## Input/Output Contract
28
29- **Reads**:
30 - `workspace/.mantis_state.json` (to track current loop pass).
31 - Codebase directory structure and key files (to determine stack).
32 - VCS history logs (commit messages, titles, diffs).
33 - `mantis-summary.md` (optional, if available).
34 - Internal history analysis cache (optional, if exists).
35- **Writes**:
36 - VCS extraction script (written on-the-fly to workspace).
37 - `workspace/historical_learnings.jsonl`.
38 - Internal history analysis cache.
39 - All under `--state_root/workspace/` (cache, `historical_learnings.jsonl`,
40 extraction script): kept outside the target tree. Optional `history_status`
41 marker (`UNSUPPORTED_VCS` / `PARTIAL_SHALLOW`).
42- **Preconditions**:
43 - Target repository and VCS logs must be accessible.
44- **Idempotency Guarantee**:
45 - The cache is the source of truth: the output DB is rebuilt from it every run
46 and is never truncated to empty while the cache is non-empty. The cache is
47 invalidated on VCS-history rewrite (`_analyzed_head` no longer reachable) or
48 a vcs_type/repo-identity change. On `none`/`unknown` VCS the stage writes an
49 empty DB + `history_status=UNSUPPORTED_VCS` and exits.
50
51## Instructions
52
53### Step 0: Locator Resolution (run first)
54
55```
56LOCATOR RESOLUTION (before reading ANY target code or artifact):
570. ROLE: If this skill NEVER reads target source (report, calibrate, reflect),
58 you are a FINDINGS-ONLY stage: skip steps 2-6; still read active_snapshot from
59 state for provenance/annotation; NEVER stop merely because a code root is unset.
601. Determine CODE_ROOT, in this priority order:
61 a. If --target_root is passed on THIS invocation, CODE_ROOT = --target_root.
62 It is AUTHORITATIVE and OVERRIDES SNAPSHOT_ROOT and the state fallback
63 (used when a caller hands you a prepared tree, e.g. a patched shadow).
64 b. Else if --snapshot_root (or SNAPSHOT_ROOT) is passed, use it.
65 c. Else read state_root/workspace/.mantis_state.json (state_root from
66 --state_root if passed, else ./workspace/... relative to the current dir)
67 -> active_snapshot.root / .snapshot_id / .snapshot_pinned.
68 d. Else (no arg AND no readable active_snapshot): CODE_ROOT = current directory,
69 treat snapshot_pinned = false (MODE-OFF). Do NOT stop.
702. SENTINEL CHECK (only if snapshot_pinned is true AND you did NOT take path 1a):
71 verify CODE_ROOT/.mantis_snapshot_id exists and equals SNAPSHOT_ID. If missing
72 or different -> STOP "snapshot sentinel mismatch". (A --target_root tree (1a) is
73 deliberately mutated and is sentinel-EXEMPT.)
743. PATH FIELDS:
75 - SNAPSHOT-RELATIVE (read under CODE_ROOT): code_paths entries; plan target_files
76 that are file paths. Strip ONLY a trailing ":<digits>". A code_paths entry
77 containing "://" is a URL/endpoint, NOT a file read. A code_paths entry that is
78 NOT of the form <existing-path>:<integer> is a non-source LOCATOR
79 (symbol/offset/endpoint): only check that the artifact/symbol exists; skip ALL
80 line-range and line-existence logic.
81 - STATE-RELATIVE (read/write under state_root/workspace, NEVER prefix CODE_ROOT):
82 kb_references, repro_file_path, reattack_file_path, helper scripts, report
83 files, and all state/findings JSON.
844. Never WRITE under CODE_ROOT when snapshot_pinned is true. Any command that
85 compiles, generates, or writes artifacts MUST run in a PRIVATE SHADOW copy
86 (mktemp -d from CODE_ROOT), never with cwd=CODE_ROOT. Read-only inspection may
87 cd into CODE_ROOT.
885. VCS-METADATA CARVE-OUT: history-log extraction and any VCS diff/blame command
89 run in the LIVE repository root (which still has .git/.hg/.repo), NOT CODE_ROOT
90 (the snapshot copy strips VCS metadata). Do NOT stop merely because CODE_ROOT
91 lacks .git/.hg/.repo.
926. Every shell command uses ABSOLUTE paths and sets its own working directory on
93 that call. Do NOT assume the working directory persists between calls.
94```
95
96CRITICAL for history: the pinned snapshot copy STRIPS `.git`/`.hg`/`.repo`, so
97per Block A step 5 you MUST run every VCS log / diff / blame command in the LIVE
98repository root (the working directory Mantis was launched in), NOT under
99CODE_ROOT. Do NOT stop because CODE_ROOT lacks VCS metadata. Write the cache,
100`workspace/historical_learnings.jsonl`, and your generated extraction script
101under `--state_root/workspace/` (STATE-RELATIVE) — never into the target tree,
102so a sync/clean cannot wipe them. Record `active_snapshot.snapshot_id` on
103entries only for provenance.
104
105Your task is to analyze the codebase architecture, determine what constitutes
106security-relevant history, and write a script on-the-fly to extract and document
107historical vulnerabilities from the project's version control system (VCS).
108
109Execute the history analysis stage as follows:
110
1111. **Phase 1: Analyze Codebase and Define Target History:**
112
113 - Read existing summaries (e.g. `mantis-summary.md` if available) or quickly
114 inspect the root codebase structure to understand the primary files,
115 programming languages, and core components.
116 - Determine what types of historical security issues (e.g., memory
117 corruption, authentication bypass, SQL injection, buffer overflow, or
118 others) are relevant to this project and what keywords or commits should be
119 targeted.
120
1212. **Phase 2: Write a History Extraction Script:**
122
123 - **VCS-support guard (run BEFORE writing/executing the script):** Determine
124 `vcs_type` from `.mantis_state.json` `vcs_info` (or detect it in the LIVE
125 root). If `vcs_type` is `none` or `unknown`, OR the VCS history is
126 otherwise unreachable: write an EMPTY
127 `workspace/historical_learnings.jsonl`, set a top-of-file / sidecar marker
128 `history_status = "UNSUPPORTED_VCS"`, and EXIT — never fabricate history.
129 For `multi-vcs` (.repo): either iterate history per sub-project, or write
130 the empty file with `history_status = "UNSUPPORTED_VCS"` rather than run a
131 git-shaped script that errors. For a SHALLOW git clone
132 (`git rev-parse --is-shallow-repository` == true): proceed but set
133 `history_status = "PARTIAL_SHALLOW"` so downstream stages do NOT read "no
134 historical vuln for this file" as "clean."
135
136 - Read the active pass number from the state file
137 `workspace/.mantis_state.json` and resolve the current ISO 8601 timestamp.
138
139 - Write a script (e.g. Python, bash, or your choice) directly in your
140 workspace that interacts with your repository version control system (VCS)
141 history logs.
142
143 - **Cost-Efficiency & Scale Optimization:** To ensure the historical analysis
144 remains cost-effective and runs efficiently, the script must implement the
145 following optimizations:
146
147 - **Commit Message/Description Pre-filtering:** Before retrieving diffs,
148 the script should dynamically determine relevant keywords for commit
149 message screening. It can do this by first inspecting the repository's
150 files and languages/domains in scope to establish its primary stack (e.g.
151 software versus hardware/RTL), then either querying an LLM/analysis agent
152 for a tailored list of security/bug keywords or using a broader set of
153 keywords augmented with these specific domain terms. Skip revisions whose
154 messages or titles do not match these relevant keywords to avoid
155 unnecessarily retrieving and analyzing changesets that are irrelevant to
156 the codebase in scope.
157 - **Diff Filtering and Size Limits:** Ignore commits that only touch
158 non-production code (e.g., tests, documentation, or configuration files).
159 Skip commits with excessively large diffs (e.g., more than several
160 thousand lines changed), as they are usually automated formatting changes
161 or massive refactorings rather than discrete security patches.
162 - **Caching Results (cache is the source of truth):** Maintain a local
163 cache (JSON or SQLite) under `workspace/` mapping
164 `revision_id -> analyzed`, AND storing the full extracted record for each
165 analyzed revision plus an `_analyzed_head` high-water mark and the
166 `vcs_type` + repo identity the cache was built against. On each run,
167 REBUILD `workspace/historical_learnings.jsonl` from the cache (do NOT
168 skip a revision merely because the cache says "analyzed" and then leave
169 the output empty — that is the desync bug). NEVER truncate a non-empty
170 output DB to empty. Only analyze revisions NEWER than `_analyzed_head`.
171 **Rewrite detection:** before trusting the cache, verify `_analyzed_head`
172 still resolves in the current LIVE history (git:
173 `git cat-file -e <_analyzed_head>` succeeds AND
174 `git merge-base --is-ancestor <_analyzed_head> HEAD`; hg:
175 `hg log -r <_analyzed_head>` succeeds). If it does not (force-push /
176 rebase / squash) OR `vcs_type`/repo identity changed, INVALIDATE the
177 cache and re-extract from scratch.
178 - **Batch Processing (Batching Diffs):** Instead of making one LLM call per
179 commit diff, the script should batch multiple commit diffs and messages
180 (e.g. 3 to 5 commits) into a single LLM call. Ask the LLM to analyze all
181 commits in the batch and return a JSON array of findings for the batch,
182 reducing request overhead and cost.
183 - **Model Selection:** Use lightweight and cost-efficient models for the
184 initial commit analysis/filtering, and only fall back to heavier model
185 tiers if deeper verification of a suspected vulnerability is needed.
186
187 - **Detailed Analysis:** For revisions or commits that look
188 security-relevant, the script should retrieve the commit diffs and
189 messages/change descriptions.
190
191 - **LLM/Agent Analysis:** The script should make API calls (e.g., via
192 subagent messages or Agent API subcommands) or use an LLM subagent to
193 analyze the changes' diffs and messages to determine whether a
194 revision/commit was a security fix, what component was affected, the
195 vulnerability type, impact, and the mitigation diff. Make sure it uses
196 batching and caching to minimize API calls.
197
198 - **Missing Information:** Do not overindex on the lack of security-related
199 keywords. Many security fixes do not get CVEs, and many security
200 vulnerabilities are fixed without realizing they were vulnerabilities.
201
202 - **Output Format:** Instruct your script to output the extracted findings
203 into a JSONL file named `workspace/historical_learnings.jsonl`, matching
204 the following format:
205
206### Historical Learnings Schema Format (`workspace/historical_learnings.jsonl`)
207
208```json
209{
210 "revision_id": "...",
211 "title": "...",
212 "description": "...",
213 "code_paths": ["file:line_number"],
214 "vuln_type": "...",
215 "mitigation_diff": "...",
216 "cve": "...",
217 "history": [
218 {
219 "stage": "history_extractor",
220 "action": "created",
221 "details": "Extracted from repository revision history.",
222 "pass_number": <current_pass_number>,
223 "timestamp": "<current_iso8601_timestamp>"
224 }
225 ]
226}
227```
228
2291. **Phase 3: Execute and Verify:**
230 - Run the script you just wrote to analyze the VCS history, process
231 revisions, and generate the `workspace/historical_learnings.jsonl` file.
232 - Wait for the script to finish and verify that
233 `workspace/historical_learnings.jsonl` has been written successfully and
234 contains extracted data.
235
236When complete, notify the user.